warning: commands will be executed using /bin/sh
job 808 at Mon Sep  2 17:57:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08152013_reo/gatsby140_08152013_reo
ElecNo	8
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1157882 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 385960 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 20352 members 
Mstep: Class 3 contains 20328 members 
Mstep: Class 4 contains 20460 members 
Mstep: Class 5 contains 20247 members 
Mstep: Class 6 contains 20415 members 
Mstep: Class 7 contains 20104 members 
Mstep: Class 8 contains 20145 members 
Mstep: Class 9 contains 20406 members 
Mstep: Class 10 contains 20304 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 20095 members 
Mstep: Class 13 contains 20185 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 20340 members 
Mstep: Class 16 contains 20318 members 
Mstep: Class 17 contains 20339 members 
Mstep: Class 18 contains 20323 members 
Mstep: Class 19 contains 20201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 348.892426 but Gain 2090.316406
Score: -40321764.000000 Penalty: 37625.707031
Iteration 0F: 19 clusters Score -4.032176e+07 nChanged 363696
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 25189 members 
Mstep: Class 3 contains 29515 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 32867 members 
Mstep: Class 6 contains 53068 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 8 contains 7719 members 
Mstep: Class 9 contains 12990 members 
Mstep: Class 10 contains 21424 members 
Mstep: Class 11 contains 24335 members 
Mstep: Class 12 contains 9558 members 
Mstep: Class 13 contains 10628 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 33345 members 
Mstep: Class 16 contains 46970 members 
Mstep: Class 18 contains 24437 members 
Mstep: Class 19 contains 11717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41176440.000000 Penalty: 37625.707031
Iteration 1F: 19 clusters Score -4.117644e+07 nChanged 133455
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 21434 members 
Mstep: Class 3 contains 32583 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 24459 members 
Mstep: Class 6 contains 52981 members 
Mstep: Class 7 contains 6619 members 
Mstep: Class 8 contains 9404 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 15440 members 
Mstep: Class 11 contains 22672 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 7799 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 43940 members 
Mstep: Class 16 contains 56633 members 
Mstep: Class 18 contains 28077 members 
Mstep: Class 19 contains 13302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41355172.000000 Penalty: 37625.707031
Iteration 2F: 19 clusters Score -4.135517e+07 nChanged 88126
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 18513 members 
Mstep: Class 3 contains 31978 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 19554 members 
Mstep: Class 6 contains 53439 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 11757 members 
Mstep: Class 11 contains 22337 members 
Mstep: Class 12 contains 4346 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 2846 members 
Mstep: Class 15 contains 47821 members 
Mstep: Class 16 contains 65829 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 16731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41433120.000000 Penalty: 37625.707031
Iteration 3F: 19 clusters Score -4.143312e+07 nChanged 64105
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 16335 members 
Mstep: Class 3 contains 29677 members 
Mstep: Class 4 contains 1115 members 
Mstep: Class 5 contains 17539 members 
Mstep: Class 6 contains 57257 members 
Mstep: Class 7 contains 7220 members 
Mstep: Class 8 contains 15127 members 
Mstep: Class 9 contains 6489 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 22378 members 
Mstep: Class 12 contains 2682 members 
Mstep: Class 13 contains 5737 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 48143 members 
Mstep: Class 16 contains 74107 members 
Mstep: Class 18 contains 24371 members 
Mstep: Class 19 contains 20039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1496.384277 but Gain 2090.316406
Score: -41485652.000000 Penalty: 35535.390625
Iteration 4F: 18 clusters Score -4.148565e+07 nChanged 53283
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 14844 members 
Mstep: Class 3 contains 26595 members 
Mstep: Class 4 contains 1067 members 
Mstep: Class 5 contains 16289 members 
Mstep: Class 6 contains 63649 members 
Mstep: Class 7 contains 7734 members 
Mstep: Class 8 contains 16235 members 
Mstep: Class 9 contains 5063 members 
Mstep: Class 10 contains 7915 members 
Mstep: Class 11 contains 22310 members 
Mstep: Class 13 contains 4897 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 46060 members 
Mstep: Class 16 contains 82278 members 
Mstep: Class 18 contains 20451 members 
Mstep: Class 19 contains 23881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41527308.000000 Penalty: 35535.390625
Iteration 5F: 18 clusters Score -4.152731e+07 nChanged 43855
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 23166 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 14934 members 
Mstep: Class 6 contains 71025 members 
Mstep: Class 7 contains 8005 members 
Mstep: Class 8 contains 16187 members 
Mstep: Class 9 contains 4028 members 
Mstep: Class 10 contains 6287 members 
Mstep: Class 11 contains 22072 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 42130 members 
Mstep: Class 16 contains 90136 members 
Mstep: Class 18 contains 16559 members 
Mstep: Class 19 contains 26378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1913.991577 but Gain 2090.320312
Score: -41557484.000000 Penalty: 33445.070312
Iteration 6F: 17 clusters Score -4.155748e+07 nChanged 39011
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 13193 members 
Mstep: Class 3 contains 20135 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 78646 members 
Mstep: Class 7 contains 8587 members 
Mstep: Class 8 contains 16014 members 
Mstep: Class 9 contains 3454 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 21893 members 
Mstep: Class 13 contains 4072 members 
Mstep: Class 15 contains 36882 members 
Mstep: Class 16 contains 97809 members 
Mstep: Class 18 contains 13172 members 
Mstep: Class 19 contains 28556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41583768.000000 Penalty: 33445.070312
Iteration 7F: 17 clusters Score -4.158377e+07 nChanged 32388
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 12709 members 
Mstep: Class 3 contains 17851 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 5 contains 12020 members 
Mstep: Class 6 contains 85541 members 
Mstep: Class 7 contains 8762 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 21710 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 15 contains 31145 members 
Mstep: Class 16 contains 104722 members 
Mstep: Class 18 contains 10572 members 
Mstep: Class 19 contains 29625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41602596.000000 Penalty: 33445.070312
Iteration 8F: 17 clusters Score -4.16026e+07 nChanged 27092
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 12339 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 10371 members 
Mstep: Class 6 contains 91367 members 
Mstep: Class 7 contains 8911 members 
Mstep: Class 8 contains 16079 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 3198 members 
Mstep: Class 11 contains 21346 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 15 contains 25639 members 
Mstep: Class 16 contains 111013 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 30085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41616196.000000 Penalty: 33445.070312
Iteration 9F: 17 clusters Score -4.16162e+07 nChanged 22482
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 12073 members 
Mstep: Class 3 contains 15265 members 
Mstep: Class 4 contains 2593 members 
Mstep: Class 5 contains 8793 members 
Mstep: Class 6 contains 95428 members 
Mstep: Class 7 contains 9073 members 
Mstep: Class 8 contains 16400 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 20882 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 15 contains 20661 members 
Mstep: Class 16 contains 117035 members 
Mstep: Class 18 contains 7772 members 
Mstep: Class 19 contains 30183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41625672.000000 Penalty: 33445.070312
Iteration 10F: 17 clusters Score -4.162567e+07 nChanged 18986
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 14616 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 7320 members 
Mstep: Class 6 contains 98058 members 
Mstep: Class 7 contains 9221 members 
Mstep: Class 8 contains 16822 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 20348 members 
Mstep: Class 13 contains 3005 members 
Mstep: Class 15 contains 16490 members 
Mstep: Class 16 contains 122631 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 30051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41633288.000000 Penalty: 33445.070312
Iteration 11Q: 17 clusters Score -4.163329e+07 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 11595 members 
Mstep: Class 3 contains 14210 members 
Mstep: Class 4 contains 3549 members 
Mstep: Class 5 contains 6051 members 
Mstep: Class 6 contains 99871 members 
Mstep: Class 7 contains 9389 members 
Mstep: Class 8 contains 17284 members 
Mstep: Class 9 contains 1196 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 19757 members 
Mstep: Class 13 contains 2925 members 
Mstep: Class 15 contains 13034 members 
Mstep: Class 16 contains 127656 members 
Mstep: Class 18 contains 6911 members 
Mstep: Class 19 contains 29708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41639696.000000 Penalty: 33445.070312
Iteration 12Q: 17 clusters Score -4.16397e+07 nChanged 14523
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 5023 members 
Mstep: Class 6 contains 101183 members 
Mstep: Class 7 contains 9688 members 
Mstep: Class 8 contains 17714 members 
Mstep: Class 9 contains 983 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 19120 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 15 contains 10237 members 
Mstep: Class 16 contains 131938 members 
Mstep: Class 18 contains 6785 members 
Mstep: Class 19 contains 29146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41644756.000000 Penalty: 33445.070312
Iteration 13Q: 17 clusters Score -4.164476e+07 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 11128 members 
Mstep: Class 3 contains 13787 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 102166 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 18107 members 
Mstep: Class 9 contains 863 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 13 contains 2999 members 
Mstep: Class 15 contains 8165 members 
Mstep: Class 16 contains 135422 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 28608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41648872.000000 Penalty: 33445.070312
Iteration 14Q: 17 clusters Score -4.164887e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 10974 members 
Mstep: Class 3 contains 13690 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 103142 members 
Mstep: Class 7 contains 10366 members 
Mstep: Class 8 contains 18492 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 17825 members 
Mstep: Class 13 contains 3116 members 
Mstep: Class 15 contains 6570 members 
Mstep: Class 16 contains 138029 members 
Mstep: Class 18 contains 6619 members 
Mstep: Class 19 contains 28043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41652624.000000 Penalty: 33445.070312
Iteration 15Q: 17 clusters Score -4.165262e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 10840 members 
Mstep: Class 3 contains 13689 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 104066 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 18814 members 
Mstep: Class 9 contains 795 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 17213 members 
Mstep: Class 13 contains 3266 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 139982 members 
Mstep: Class 18 contains 6557 members 
Mstep: Class 19 contains 27464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41655464.000000 Penalty: 33445.070312
Iteration 16Q: 17 clusters Score -4.165546e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 10745 members 
Mstep: Class 3 contains 13668 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 104934 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 19090 members 
Mstep: Class 9 contains 789 members 
Mstep: Class 10 contains 2332 members 
Mstep: Class 11 contains 16657 members 
Mstep: Class 13 contains 3495 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 141289 members 
Mstep: Class 18 contains 6507 members 
Mstep: Class 19 contains 26959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41657996.000000 Penalty: 33445.070312
Iteration 17Q: 17 clusters Score -4.1658e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 13674 members 
Mstep: Class 4 contains 4677 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 105727 members 
Mstep: Class 7 contains 10836 members 
Mstep: Class 8 contains 19347 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 16132 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 142176 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 26433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41660184.000000 Penalty: 33445.070312
Iteration 18Q: 17 clusters Score -4.166018e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 10705 members 
Mstep: Class 3 contains 13706 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 106475 members 
Mstep: Class 7 contains 10844 members 
Mstep: Class 8 contains 19571 members 
Mstep: Class 9 contains 789 members 
Mstep: Class 10 contains 2691 members 
Mstep: Class 11 contains 15676 members 
Mstep: Class 13 contains 4036 members 
Mstep: Class 15 contains 3354 members 
Mstep: Class 16 contains 142717 members 
Mstep: Class 18 contains 6442 members 
Mstep: Class 19 contains 25893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41662224.000000 Penalty: 33445.070312
Iteration 19Q: 17 clusters Score -4.166222e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 13788 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 107171 members 
Mstep: Class 7 contains 10826 members 
Mstep: Class 8 contains 19841 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 2909 members 
Mstep: Class 11 contains 15274 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 142801 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 25388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2071.185547 but Gain 2090.316406
Score: -41664092.000000 Penalty: 31354.753906
Iteration 20F: 16 clusters Score -4.166409e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 6 contains 108567 members 
Mstep: Class 7 contains 10834 members 
Mstep: Class 8 contains 20098 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 3247 members 
Mstep: Class 11 contains 14930 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 143050 members 
Mstep: Class 18 contains 6473 members 
Mstep: Class 19 contains 25121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667488.000000 Penalty: 31354.753906
Iteration 21Q: 16 clusters Score -4.166749e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 13998 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 6 contains 109238 members 
Mstep: Class 7 contains 10700 members 
Mstep: Class 8 contains 20326 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 14603 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 16 contains 142777 members 
Mstep: Class 18 contains 6493 members 
Mstep: Class 19 contains 24677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669132.000000 Penalty: 31354.753906
Iteration 22Q: 16 clusters Score -4.166913e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 14157 members 
Mstep: Class 4 contains 4907 members 
Mstep: Class 6 contains 109882 members 
Mstep: Class 7 contains 10581 members 
Mstep: Class 8 contains 20551 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 3892 members 
Mstep: Class 11 contains 14319 members 
Mstep: Class 13 contains 5365 members 
Mstep: Class 15 contains 2225 members 
Mstep: Class 16 contains 142301 members 
Mstep: Class 18 contains 6536 members 
Mstep: Class 19 contains 24202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670756.000000 Penalty: 31354.753906
Iteration 23Q: 16 clusters Score -4.167076e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 14386 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 6 contains 110339 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 20765 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 4222 members 
Mstep: Class 11 contains 14092 members 
Mstep: Class 13 contains 5641 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 16 contains 141758 members 
Mstep: Class 18 contains 6543 members 
Mstep: Class 19 contains 23806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41671984.000000 Penalty: 31354.753906
Iteration 24Q: 16 clusters Score -4.167198e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 4946 members 
Mstep: Class 6 contains 110829 members 
Mstep: Class 7 contains 10412 members 
Mstep: Class 8 contains 20972 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 13892 members 
Mstep: Class 13 contains 5852 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 141099 members 
Mstep: Class 18 contains 6553 members 
Mstep: Class 19 contains 23408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673172.000000 Penalty: 31354.753906
Iteration 25Q: 16 clusters Score -4.167317e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 14830 members 
Mstep: Class 4 contains 4967 members 
Mstep: Class 6 contains 111411 members 
Mstep: Class 7 contains 10344 members 
Mstep: Class 8 contains 21153 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 13694 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 140340 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 23005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673944.000000 Penalty: 31354.753906
Iteration 26Q: 16 clusters Score -4.167394e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 6 contains 111957 members 
Mstep: Class 7 contains 10293 members 
Mstep: Class 8 contains 21309 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 5204 members 
Mstep: Class 11 contains 13533 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 16 contains 139458 members 
Mstep: Class 18 contains 6607 members 
Mstep: Class 19 contains 22686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41675040.000000 Penalty: 31354.753906
Iteration 27Q: 16 clusters Score -4.167504e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 15332 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 6 contains 112465 members 
Mstep: Class 7 contains 10241 members 
Mstep: Class 8 contains 21461 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 13398 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 138538 members 
Mstep: Class 18 contains 6637 members 
Mstep: Class 19 contains 22372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41676104.000000 Penalty: 31354.753906
Iteration 28Q: 16 clusters Score -4.16761e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 6 contains 112900 members 
Mstep: Class 7 contains 10164 members 
Mstep: Class 8 contains 21588 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 5881 members 
Mstep: Class 11 contains 13292 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 16 contains 137537 members 
Mstep: Class 18 contains 6676 members 
Mstep: Class 19 contains 22109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41676924.000000 Penalty: 31354.753906
Iteration 29Q: 16 clusters Score -4.167692e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 15939 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 6 contains 113304 members 
Mstep: Class 7 contains 10095 members 
Mstep: Class 8 contains 21698 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 6237 members 
Mstep: Class 11 contains 13206 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 15 contains 1535 members 
Mstep: Class 16 contains 136641 members 
Mstep: Class 18 contains 6692 members 
Mstep: Class 19 contains 21834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41677564.000000 Penalty: 31354.753906
Iteration 30Q: 16 clusters Score -4.167756e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 16231 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 6 contains 113711 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 21796 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 11 contains 13104 members 
Mstep: Class 13 contains 6688 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 135793 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 21574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41678120.000000 Penalty: 31354.753906
Iteration 31Q: 16 clusters Score -4.167812e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 10378 members 
Mstep: Class 3 contains 16503 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 6 contains 114103 members 
Mstep: Class 7 contains 9987 members 
Mstep: Class 8 contains 21875 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 13042 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 15 contains 1436 members 
Mstep: Class 16 contains 134916 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 21398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41678432.000000 Penalty: 31354.753906
Iteration 32Q: 16 clusters Score -4.167843e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 16759 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 6 contains 114446 members 
Mstep: Class 7 contains 9936 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 134169 members 
Mstep: Class 18 contains 6793 members 
Mstep: Class 19 contains 21206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41678928.000000 Penalty: 31354.753906
Iteration 33Q: 16 clusters Score -4.167893e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 10133 members 
Mstep: Class 3 contains 16986 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 6 contains 114776 members 
Mstep: Class 7 contains 9900 members 
Mstep: Class 8 contains 22028 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 7500 members 
Mstep: Class 11 contains 12947 members 
Mstep: Class 13 contains 6952 members 
Mstep: Class 15 contains 1382 members 
Mstep: Class 16 contains 133486 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 21053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41679328.000000 Penalty: 31354.753906
Iteration 34Q: 16 clusters Score -4.167933e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 17176 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 6 contains 115088 members 
Mstep: Class 7 contains 9870 members 
Mstep: Class 8 contains 22075 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 7788 members 
Mstep: Class 11 contains 12906 members 
Mstep: Class 13 contains 7003 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 132853 members 
Mstep: Class 18 contains 6875 members 
Mstep: Class 19 contains 20904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41679888.000000 Penalty: 31354.753906
Iteration 35Q: 16 clusters Score -4.167989e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 9840 members 
Mstep: Class 3 contains 17330 members 
Mstep: Class 4 contains 5008 members 
Mstep: Class 6 contains 115394 members 
Mstep: Class 7 contains 9842 members 
Mstep: Class 8 contains 22121 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 8066 members 
Mstep: Class 11 contains 12890 members 
Mstep: Class 13 contains 7045 members 
Mstep: Class 15 contains 1348 members 
Mstep: Class 16 contains 132276 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 20740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41680420.000000 Penalty: 31354.753906
Iteration 36Q: 16 clusters Score -4.168042e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 6 contains 115691 members 
Mstep: Class 7 contains 9820 members 
Mstep: Class 8 contains 22167 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 8357 members 
Mstep: Class 11 contains 12880 members 
Mstep: Class 13 contains 7089 members 
Mstep: Class 15 contains 1348 members 
Mstep: Class 16 contains 131664 members 
Mstep: Class 18 contains 6958 members 
Mstep: Class 19 contains 20586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41680996.000000 Penalty: 31354.753906
Iteration 37Q: 16 clusters Score -4.1681e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 9593 members 
Mstep: Class 3 contains 17628 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 6 contains 115903 members 
Mstep: Class 7 contains 9817 members 
Mstep: Class 8 contains 22217 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 8622 members 
Mstep: Class 11 contains 12892 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 131144 members 
Mstep: Class 18 contains 7025 members 
Mstep: Class 19 contains 20433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41681836.000000 Penalty: 31354.753906
Iteration 38Q: 16 clusters Score -4.168184e+07 nChanged 1961
Entering ConstructFrom: 
Score: -41681836.000000 Penalty: 31354.753906
Entering ConstructFrom: 
Trying to split cluster 1 (16435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Entering Unmasked Estep 
Score: -1839936.500000 Penalty: 1577.414917
	Iteration 0F: 2 clusters Score -1839936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1828611.250000 Penalty: 3154.829834
	Iteration 0F: 3 clusters Score -1828611 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1832572.250000 Penalty: 3154.829834
	Iteration 1F: 3 clusters Score -1832572 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1832789.000000 Penalty: 3154.829834
	Iteration 2Q: 3 clusters Score -1832789 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1832949.250000 Penalty: 3154.829834
	Iteration 3Q: 3 clusters Score -1832949 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1833115.750000 Penalty: 3154.829834
	Iteration 4Q: 3 clusters Score -1833116 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1833273.250000 Penalty: 3154.829834
	Iteration 5Q: 3 clusters Score -1833273 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1833466.750000 Penalty: 3154.829834
	Iteration 6Q: 3 clusters Score -1833467 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1833739.375000 Penalty: 3154.829834
	Iteration 7Q: 3 clusters Score -1833739 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1834159.625000 Penalty: 3154.829834
	Iteration 8Q: 3 clusters Score -1834160 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1834736.750000 Penalty: 3154.829834
	Iteration 9F: 3 clusters Score -1834737 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1835646.875000 Penalty: 3154.829834
	Iteration 10F: 3 clusters Score -1835647 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1836653.750000 Penalty: 3154.829834
	Iteration 11F: 3 clusters Score -1836654 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1837426.250000 Penalty: 3154.829834
	Iteration 12F: 3 clusters Score -1837426 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1837952.125000 Penalty: 3154.829834
	Iteration 13Q: 3 clusters Score -1837952 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1838269.500000 Penalty: 3154.829834
	Iteration 14Q: 3 clusters Score -1838270 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1838445.625000 Penalty: 3154.829834
	Iteration 15Q: 3 clusters Score -1838446 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1838570.375000 Penalty: 3154.829834
	Iteration 16Q: 3 clusters Score -1838570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1838658.500000 Penalty: 3154.829834
	Iteration 17Q: 3 clusters Score -1838658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1838728.375000 Penalty: 3154.829834
	Iteration 18Q: 3 clusters Score -1838728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1838819.375000 Penalty: 3154.829834
	Iteration 19Q: 3 clusters Score -1838819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1838917.500000 Penalty: 3154.829834
	Iteration 20F: 3 clusters Score -1838918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1839002.000000 Penalty: 3154.829834
	Iteration 21Q: 3 clusters Score -1839002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1839063.000000 Penalty: 3154.829834
	Iteration 22Q: 3 clusters Score -1839063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1839105.250000 Penalty: 3154.829834
	Iteration 23Q: 3 clusters Score -1839105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1839149.375000 Penalty: 3154.829834
	Iteration 24Q: 3 clusters Score -1839149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1839174.000000 Penalty: 3154.829834
	Iteration 25Q: 3 clusters Score -1839174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1839189.375000 Penalty: 3154.829834
	Iteration 26Q: 3 clusters Score -1839189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1839212.625000 Penalty: 3154.829834
	Iteration 27Q: 3 clusters Score -1839213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1839222.500000 Penalty: 3154.829834
	Iteration 28Q: 3 clusters Score -1839222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1839232.750000 Penalty: 3154.829834
	Iteration 29Q: 3 clusters Score -1839233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1839240.000000 Penalty: 3154.829834
	Iteration 30Q: 3 clusters Score -1839240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1839248.750000 Penalty: 3154.829834
	Iteration 31Q: 3 clusters Score -1839249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1839258.375000 Penalty: 3154.829834
	Iteration 32Q: 3 clusters Score -1839258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1839267.250000 Penalty: 3154.829834
	Iteration 33Q: 3 clusters Score -1839267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1839283.000000 Penalty: 3154.829834
	Iteration 34Q: 3 clusters Score -1839283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1839293.750000 Penalty: 3154.829834
	Iteration 35Q: 3 clusters Score -1839294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1839301.875000 Penalty: 3154.829834
	Iteration 36Q: 3 clusters Score -1839302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1839312.875000 Penalty: 3154.829834
	Iteration 37Q: 3 clusters Score -1839313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1839318.000000 Penalty: 3154.829834
	Iteration 38Q: 3 clusters Score -1839318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1839321.250000 Penalty: 3154.829834
	Iteration 39Q: 3 clusters Score -1839321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1839340.875000 Penalty: 3154.829834
	Iteration 40F: 3 clusters Score -1839341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1839360.500000 Penalty: 3154.829834
	Iteration 41Q: 3 clusters Score -1839360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1839391.625000 Penalty: 3154.829834
	Iteration 42Q: 3 clusters Score -1839392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1839411.875000 Penalty: 3154.829834
	Iteration 43Q: 3 clusters Score -1839412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1839427.000000 Penalty: 3154.829834
	Iteration 44Q: 3 clusters Score -1839427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1839444.125000 Penalty: 3154.829834
	Iteration 45Q: 3 clusters Score -1839444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1839460.625000 Penalty: 3154.829834
	Iteration 46Q: 3 clusters Score -1839461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1839482.375000 Penalty: 3154.829834
	Iteration 47Q: 3 clusters Score -1839482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1839505.875000 Penalty: 3154.829834
	Iteration 48Q: 3 clusters Score -1839506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1839524.125000 Penalty: 3154.829834
	Iteration 49Q: 3 clusters Score -1839524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1839539.500000 Penalty: 3154.829834
	Iteration 50Q: 3 clusters Score -1839540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1839559.750000 Penalty: 3154.829834
	Iteration 51Q: 3 clusters Score -1839560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1839575.000000 Penalty: 3154.829834
	Iteration 52Q: 3 clusters Score -1839575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1839594.750000 Penalty: 3154.829834
	Iteration 53Q: 3 clusters Score -1839595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1839615.875000 Penalty: 3154.829834
	Iteration 54Q: 3 clusters Score -1839616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1839623.500000 Penalty: 3154.829834
	Iteration 55Q: 3 clusters Score -1839624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1839640.000000 Penalty: 3154.829834
	Iteration 56Q: 3 clusters Score -1839640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1839664.000000 Penalty: 3154.829834
	Iteration 57Q: 3 clusters Score -1839664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1839692.500000 Penalty: 3154.829834
	Iteration 58Q: 3 clusters Score -1839692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1839720.000000 Penalty: 3154.829834
	Iteration 59Q: 3 clusters Score -1839720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1839741.000000 Penalty: 3154.829834
	Iteration 60F: 3 clusters Score -1839741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1839764.750000 Penalty: 3154.829834
	Iteration 61Q: 3 clusters Score -1839765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1839782.000000 Penalty: 3154.829834
	Iteration 62Q: 3 clusters Score -1839782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1839793.500000 Penalty: 3154.829834
	Iteration 63Q: 3 clusters Score -1839794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1839810.625000 Penalty: 3154.829834
	Iteration 64Q: 3 clusters Score -1839811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1839820.000000 Penalty: 3154.829834
	Iteration 65Q: 3 clusters Score -1839820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1839835.250000 Penalty: 3154.829834
	Iteration 66Q: 3 clusters Score -1839835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1839851.000000 Penalty: 3154.829834
	Iteration 67Q: 3 clusters Score -1839851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1839867.375000 Penalty: 3154.829834
	Iteration 68Q: 3 clusters Score -1839867 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1839880.375000 Penalty: 3154.829834
	Iteration 69Q: 3 clusters Score -1839880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1839895.500000 Penalty: 3154.829834
	Iteration 70Q: 3 clusters Score -1839896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1839909.000000 Penalty: 3154.829834
	Iteration 71Q: 3 clusters Score -1839909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1839913.875000 Penalty: 3154.829834
	Iteration 72Q: 3 clusters Score -1839914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1839923.500000 Penalty: 3154.829834
	Iteration 73Q: 3 clusters Score -1839924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1839928.375000 Penalty: 3154.829834
	Iteration 74Q: 3 clusters Score -1839928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1839933.750000 Penalty: 3154.829834
	Iteration 75Q: 3 clusters Score -1839934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1839947.125000 Penalty: 3154.829834
	Iteration 76Q: 3 clusters Score -1839947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1839950.000000 Penalty: 3154.829834
	Iteration 77Q: 3 clusters Score -1839950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1839954.000000 Penalty: 3154.829834
	Iteration 78Q: 3 clusters Score -1839954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1839955.500000 Penalty: 3154.829834
	Iteration 79Q: 3 clusters Score -1839956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1839959.000000 Penalty: 3154.829834
	Iteration 80F: 3 clusters Score -1839959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1839960.375000 Penalty: 3154.829834
	Iteration 81Q: 3 clusters Score -1839960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1839958.000000 Penalty: 3154.829834
	Iteration 82Q: 3 clusters Score -1839958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1839959.625000 Penalty: 3154.829834
	Iteration 83Q: 3 clusters Score -1839960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1839964.000000 Penalty: 3154.829834
	Iteration 84Q: 3 clusters Score -1839964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1839961.375000 Penalty: 3154.829834
	Iteration 85Q: 3 clusters Score -1839961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1839960.875000 Penalty: 3154.829834
	Iteration 86Q: 3 clusters Score -1839961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1839964.250000 Penalty: 3154.829834
	Iteration 87Q: 3 clusters Score -1839964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1839965.750000 Penalty: 3154.829834
	Iteration 88Q: 3 clusters Score -1839966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1839965.125000 Penalty: 3154.829834
	Iteration 89Q: 3 clusters Score -1839965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1839965.250000 Penalty: 3154.829834
	Iteration 90Q: 3 clusters Score -1839965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1839965.250000 Penalty: 3154.829834
	Iteration 91F: 3 clusters Score -1839965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 17743 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 14048 members 
Mstep: Class 6 contains 116087 members 
Mstep: Class 7 contains 9815 members 
Mstep: Class 8 contains 22278 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 12905 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 130649 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 20270 members 
Entering Unmasked Estep 
Score: -41681608.000000 Penalty: 33445.070312
Splitting cluster 1 changes total score from -41681836.000000 to -41681608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Entering Unmasked Estep 
Score: -1074678.375000 Penalty: 1488.482056
	Iteration 0F: 2 clusters Score -1074678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1067794.875000 Penalty: 2976.964111
	Iteration 0F: 3 clusters Score -1067795 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1070450.500000 Penalty: 2976.964111
	Iteration 1F: 3 clusters Score -1070450 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1071425.375000 Penalty: 2976.964111
	Iteration 2F: 3 clusters Score -1071425 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1072335.875000 Penalty: 2976.964111
	Iteration 3F: 3 clusters Score -1072336 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1073062.250000 Penalty: 2976.964111
	Iteration 4F: 3 clusters Score -1073062 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1073483.625000 Penalty: 2976.964111
	Iteration 5F: 3 clusters Score -1073484 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1073753.625000 Penalty: 2976.964111
	Iteration 6Q: 3 clusters Score -1073754 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1073947.125000 Penalty: 2976.964111
	Iteration 7Q: 3 clusters Score -1073947 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1074070.250000 Penalty: 2976.964111
	Iteration 8Q: 3 clusters Score -1074070 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1074151.500000 Penalty: 2976.964111
	Iteration 9Q: 3 clusters Score -1074152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1074203.375000 Penalty: 2976.964111
	Iteration 10Q: 3 clusters Score -1074203 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1074236.375000 Penalty: 2976.964111
	Iteration 11Q: 3 clusters Score -1074236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1074258.125000 Penalty: 2976.964111
	Iteration 12Q: 3 clusters Score -1074258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1074276.250000 Penalty: 2976.964111
	Iteration 13Q: 3 clusters Score -1074276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1074286.375000 Penalty: 2976.964111
	Iteration 14Q: 3 clusters Score -1074286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1074302.250000 Penalty: 2976.964111
	Iteration 15Q: 3 clusters Score -1074302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1074312.875000 Penalty: 2976.964111
	Iteration 16Q: 3 clusters Score -1074313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1074321.750000 Penalty: 2976.964111
	Iteration 17Q: 3 clusters Score -1074322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1074324.750000 Penalty: 2976.964111
	Iteration 18Q: 3 clusters Score -1074325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1074327.625000 Penalty: 2976.964111
	Iteration 19Q: 3 clusters Score -1074328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1074330.750000 Penalty: 2976.964111
	Iteration 20F: 3 clusters Score -1074331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1074338.000000 Penalty: 2976.964111
	Iteration 21Q: 3 clusters Score -1074338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1074344.750000 Penalty: 2976.964111
	Iteration 22Q: 3 clusters Score -1074345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1074347.125000 Penalty: 2976.964111
	Iteration 23Q: 3 clusters Score -1074347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1074350.375000 Penalty: 2976.964111
	Iteration 24Q: 3 clusters Score -1074350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1074354.625000 Penalty: 2976.964111
	Iteration 25Q: 3 clusters Score -1074355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1074355.750000 Penalty: 2976.964111
	Iteration 26Q: 3 clusters Score -1074356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1074354.125000 Penalty: 2976.964111
	Iteration 27Q: 3 clusters Score -1074354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1074357.000000 Penalty: 2976.964111
	Iteration 28Q: 3 clusters Score -1074357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1074355.750000 Penalty: 2976.964111
	Iteration 29Q: 3 clusters Score -1074356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1074357.750000 Penalty: 2976.964111
	Iteration 30Q: 3 clusters Score -1074358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1074357.750000 Penalty: 2976.964111
	Iteration 31F: 3 clusters Score -1074358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Entering Unmasked Estep 
Score: -2007337.375000 Penalty: 1589.858887
	Iteration 0F: 2 clusters Score -2007337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1995135.750000 Penalty: 3179.717773
	Iteration 0F: 3 clusters Score -1995136 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1999466.375000 Penalty: 3179.717773
	Iteration 1F: 3 clusters Score -1999466 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1999914.375000 Penalty: 3179.717773
	Iteration 2F: 3 clusters Score -1999914 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2000320.875000 Penalty: 3179.717773
	Iteration 3Q: 3 clusters Score -2000321 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2000757.875000 Penalty: 3179.717773
	Iteration 4Q: 3 clusters Score -2000758 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2001247.500000 Penalty: 3179.717773
	Iteration 5Q: 3 clusters Score -2001248 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2001777.750000 Penalty: 3179.717773
	Iteration 6F: 3 clusters Score -2001778 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2002326.875000 Penalty: 3179.717773
	Iteration 7F: 3 clusters Score -2002327 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2002925.000000 Penalty: 3179.717773
	Iteration 8F: 3 clusters Score -2002925 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2003499.125000 Penalty: 3179.717773
	Iteration 9F: 3 clusters Score -2003499 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2003955.625000 Penalty: 3179.717773
	Iteration 10Q: 3 clusters Score -2003956 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2004265.000000 Penalty: 3179.717773
	Iteration 11Q: 3 clusters Score -2004265 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2004502.375000 Penalty: 3179.717773
	Iteration 12Q: 3 clusters Score -2004502 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2004724.500000 Penalty: 3179.717773
	Iteration 13Q: 3 clusters Score -2004724 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2004901.250000 Penalty: 3179.717773
	Iteration 14Q: 3 clusters Score -2004901 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2005030.875000 Penalty: 3179.717773
	Iteration 15Q: 3 clusters Score -2005031 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2005115.250000 Penalty: 3179.717773
	Iteration 16Q: 3 clusters Score -2005115 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2005174.625000 Penalty: 3179.717773
	Iteration 17Q: 3 clusters Score -2005175 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2005226.250000 Penalty: 3179.717773
	Iteration 18Q: 3 clusters Score -2005226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2005275.750000 Penalty: 3179.717773
	Iteration 19Q: 3 clusters Score -2005276 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2005323.125000 Penalty: 3179.717773
	Iteration 20F: 3 clusters Score -2005323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2005355.625000 Penalty: 3179.717773
	Iteration 21Q: 3 clusters Score -2005356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2005410.875000 Penalty: 3179.717773
	Iteration 22Q: 3 clusters Score -2005411 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2005456.625000 Penalty: 3179.717773
	Iteration 23Q: 3 clusters Score -2005457 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2005498.000000 Penalty: 3179.717773
	Iteration 24Q: 3 clusters Score -2005498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2005540.125000 Penalty: 3179.717773
	Iteration 25Q: 3 clusters Score -2005540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2005581.750000 Penalty: 3179.717773
	Iteration 26Q: 3 clusters Score -2005582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2005609.750000 Penalty: 3179.717773
	Iteration 27Q: 3 clusters Score -2005610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2005641.750000 Penalty: 3179.717773
	Iteration 28Q: 3 clusters Score -2005642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2005667.500000 Penalty: 3179.717773
	Iteration 29Q: 3 clusters Score -2005668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2005687.500000 Penalty: 3179.717773
	Iteration 30Q: 3 clusters Score -2005688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2005716.875000 Penalty: 3179.717773
	Iteration 31Q: 3 clusters Score -2005717 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2005742.625000 Penalty: 3179.717773
	Iteration 32Q: 3 clusters Score -2005743 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2005765.125000 Penalty: 3179.717773
	Iteration 33Q: 3 clusters Score -2005765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2005785.250000 Penalty: 3179.717773
	Iteration 34Q: 3 clusters Score -2005785 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2005809.000000 Penalty: 3179.717773
	Iteration 35Q: 3 clusters Score -2005809 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2005845.625000 Penalty: 3179.717773
	Iteration 36Q: 3 clusters Score -2005846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2005883.000000 Penalty: 3179.717773
	Iteration 37Q: 3 clusters Score -2005883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2005907.875000 Penalty: 3179.717773
	Iteration 38Q: 3 clusters Score -2005908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2005922.625000 Penalty: 3179.717773
	Iteration 39Q: 3 clusters Score -2005923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2005937.125000 Penalty: 3179.717773
	Iteration 40F: 3 clusters Score -2005937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2005956.875000 Penalty: 3179.717773
	Iteration 41Q: 3 clusters Score -2005957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2005965.875000 Penalty: 3179.717773
	Iteration 42Q: 3 clusters Score -2005966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2005976.750000 Penalty: 3179.717773
	Iteration 43Q: 3 clusters Score -2005977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2005986.750000 Penalty: 3179.717773
	Iteration 44Q: 3 clusters Score -2005987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2005999.250000 Penalty: 3179.717773
	Iteration 45Q: 3 clusters Score -2005999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2006001.625000 Penalty: 3179.717773
	Iteration 46Q: 3 clusters Score -2006002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2006007.250000 Penalty: 3179.717773
	Iteration 47Q: 3 clusters Score -2006007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2006013.500000 Penalty: 3179.717773
	Iteration 48Q: 3 clusters Score -2006014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2006014.125000 Penalty: 3179.717773
	Iteration 49Q: 3 clusters Score -2006014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2006017.625000 Penalty: 3179.717773
	Iteration 50Q: 3 clusters Score -2006018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2006018.125000 Penalty: 3179.717773
	Iteration 51Q: 3 clusters Score -2006018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2006019.375000 Penalty: 3179.717773
	Iteration 52Q: 3 clusters Score -2006019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2006018.875000 Penalty: 3179.717773
	Iteration 53Q: 3 clusters Score -2006019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2006023.875000 Penalty: 3179.717773
	Iteration 54Q: 3 clusters Score -2006024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2006027.000000 Penalty: 3179.717773
	Iteration 55Q: 3 clusters Score -2006027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2006029.625000 Penalty: 3179.717773
	Iteration 56Q: 3 clusters Score -2006030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2006029.625000 Penalty: 3179.717773
	Iteration 57Q: 3 clusters Score -2006030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2006030.000000 Penalty: 3179.717773
	Iteration 58Q: 3 clusters Score -2006030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2006031.000000 Penalty: 3179.717773
	Iteration 59Q: 3 clusters Score -2006031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2006031.000000 Penalty: 3179.717773
	Iteration 60F: 3 clusters Score -2006031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -501841.500000 Penalty: 1385.145264
	Iteration 0F: 2 clusters Score -501841.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -497874.187500 Penalty: 2770.290527
	Iteration 0F: 3 clusters Score -497874.2 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -498949.937500 Penalty: 2770.290527
	Iteration 1F: 3 clusters Score -498949.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -499222.312500 Penalty: 2770.290527
	Iteration 2F: 3 clusters Score -499222.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -499542.406250 Penalty: 2770.290527
	Iteration 3F: 3 clusters Score -499542.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -499984.343750 Penalty: 2770.290527
	Iteration 4F: 3 clusters Score -499984.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -500452.062500 Penalty: 2770.290527
	Iteration 5F: 3 clusters Score -500452.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -500889.562500 Penalty: 2770.290527
	Iteration 6F: 3 clusters Score -500889.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -501303.937500 Penalty: 2770.290527
	Iteration 7F: 3 clusters Score -501303.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -501715.187500 Penalty: 2770.290527
	Iteration 8F: 3 clusters Score -501715.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -502018.750000 Penalty: 2770.290527
	Iteration 9Q: 3 clusters Score -502018.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -502264.625000 Penalty: 2770.290527
	Iteration 10Q: 3 clusters Score -502264.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -502488.687500 Penalty: 2770.290527
	Iteration 11Q: 3 clusters Score -502488.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -502648.875000 Penalty: 2770.290527
	Iteration 12Q: 3 clusters Score -502648.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -502753.906250 Penalty: 2770.290527
	Iteration 13Q: 3 clusters Score -502753.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -502836.781250 Penalty: 2770.290527
	Iteration 14Q: 3 clusters Score -502836.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -502923.125000 Penalty: 2770.290527
	Iteration 15Q: 3 clusters Score -502923.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -503000.125000 Penalty: 2770.290527
	Iteration 16Q: 3 clusters Score -503000.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -503062.031250 Penalty: 2770.290527
	Iteration 17Q: 3 clusters Score -503062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -503105.437500 Penalty: 2770.290527
	Iteration 18Q: 3 clusters Score -503105.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -503137.343750 Penalty: 2770.290527
	Iteration 19Q: 3 clusters Score -503137.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -503156.906250 Penalty: 2770.290527
	Iteration 20F: 3 clusters Score -503156.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -503190.093750 Penalty: 2770.290527
	Iteration 21Q: 3 clusters Score -503190.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -503202.562500 Penalty: 2770.290527
	Iteration 22Q: 3 clusters Score -503202.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -503209.718750 Penalty: 2770.290527
	Iteration 23Q: 3 clusters Score -503209.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -503213.281250 Penalty: 2770.290527
	Iteration 24Q: 3 clusters Score -503213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -503214.781250 Penalty: 2770.290527
	Iteration 25Q: 3 clusters Score -503214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -503214.281250 Penalty: 2770.290527
	Iteration 26Q: 3 clusters Score -503214.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -503214.281250 Penalty: 2770.290527
	Iteration 27F: 3 clusters Score -503214.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 17743 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 116087 members 
Mstep: Class 7 contains 9815 members 
Mstep: Class 8 contains 22278 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 12905 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 130649 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 20270 members 
Entering Unmasked Estep 
Score: -41682804.000000 Penalty: 33445.070312
Splitting cluster 4 changes total score from -41681836.000000 to -41682804.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (116087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116087 members 
Entering Unmasked Estep 
Score: -12772372.000000 Penalty: 1895.090454
	Iteration 0F: 2 clusters Score -1.277237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -12699075.000000 Penalty: 3790.180908
	Iteration 0F: 3 clusters Score -1.269908e+07 nChanged 55734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -12731748.000000 Penalty: 3790.180908
	Iteration 1F: 3 clusters Score -1.273175e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -12732546.000000 Penalty: 3790.180908
	Iteration 2Q: 3 clusters Score -1.273255e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -12733568.000000 Penalty: 3790.180908
	Iteration 3Q: 3 clusters Score -1.273357e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -12734964.000000 Penalty: 3790.180908
	Iteration 4Q: 3 clusters Score -1.273496e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -12737067.000000 Penalty: 3790.180908
	Iteration 5Q: 3 clusters Score -1.273707e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -12740361.000000 Penalty: 3790.180908
	Iteration 6F: 3 clusters Score -1.274036e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -12745041.000000 Penalty: 3790.180908
	Iteration 7F: 3 clusters Score -1.274504e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -12750710.000000 Penalty: 3790.180908
	Iteration 8F: 3 clusters Score -1.275071e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -12754910.000000 Penalty: 3790.180908
	Iteration 9F: 3 clusters Score -1.275491e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -12756682.000000 Penalty: 3790.180908
	Iteration 10Q: 3 clusters Score -1.275668e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -12757379.000000 Penalty: 3790.180908
	Iteration 11Q: 3 clusters Score -1.275738e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -12757936.000000 Penalty: 3790.180908
	Iteration 12Q: 3 clusters Score -1.275794e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -12758459.000000 Penalty: 3790.180908
	Iteration 13Q: 3 clusters Score -1.275846e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -12759081.000000 Penalty: 3790.180908
	Iteration 14Q: 3 clusters Score -1.275908e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -12759600.000000 Penalty: 3790.180908
	Iteration 15Q: 3 clusters Score -1.27596e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88557 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -12760413.000000 Penalty: 3790.180908
	Iteration 16Q: 3 clusters Score -1.276041e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -12761271.000000 Penalty: 3790.180908
	Iteration 17Q: 3 clusters Score -1.276127e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92703 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -12761958.000000 Penalty: 3790.180908
	Iteration 18Q: 3 clusters Score -1.276196e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -12762789.000000 Penalty: 3790.180908
	Iteration 19Q: 3 clusters Score -1.276279e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -12763486.000000 Penalty: 3790.180908
	Iteration 20F: 3 clusters Score -1.276349e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -12764238.000000 Penalty: 3790.180908
	Iteration 21Q: 3 clusters Score -1.276424e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100414 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -12764965.000000 Penalty: 3790.180908
	Iteration 22Q: 3 clusters Score -1.276496e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -12765722.000000 Penalty: 3790.180908
	Iteration 23Q: 3 clusters Score -1.276572e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -12766476.000000 Penalty: 3790.180908
	Iteration 24Q: 3 clusters Score -1.276648e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105000 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -12767074.000000 Penalty: 3790.180908
	Iteration 25Q: 3 clusters Score -1.276707e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -12767665.000000 Penalty: 3790.180908
	Iteration 26Q: 3 clusters Score -1.276766e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -12768118.000000 Penalty: 3790.180908
	Iteration 27Q: 3 clusters Score -1.276812e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108287 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -12768437.000000 Penalty: 3790.180908
	Iteration 28Q: 3 clusters Score -1.276844e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -12768687.000000 Penalty: 3790.180908
	Iteration 29Q: 3 clusters Score -1.276869e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109866 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -12768929.000000 Penalty: 3790.180908
	Iteration 30Q: 3 clusters Score -1.276893e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110559 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -12769150.000000 Penalty: 3790.180908
	Iteration 31Q: 3 clusters Score -1.276915e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111229 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -12769419.000000 Penalty: 3790.180908
	Iteration 32Q: 3 clusters Score -1.276942e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111826 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -12769603.000000 Penalty: 3790.180908
	Iteration 33Q: 3 clusters Score -1.27696e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112353 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -12769737.000000 Penalty: 3790.180908
	Iteration 34Q: 3 clusters Score -1.276974e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112812 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -12769899.000000 Penalty: 3790.180908
	Iteration 35Q: 3 clusters Score -1.27699e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113222 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -12769997.000000 Penalty: 3790.180908
	Iteration 36Q: 3 clusters Score -1.277e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113568 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12770149.000000 Penalty: 3790.180908
	Iteration 37Q: 3 clusters Score -1.277015e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113864 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -12770255.000000 Penalty: 3790.180908
	Iteration 38Q: 3 clusters Score -1.277026e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -12770392.000000 Penalty: 3790.180908
	Iteration 39Q: 3 clusters Score -1.277039e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114407 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -12770440.000000 Penalty: 3790.180908
	Iteration 40F: 3 clusters Score -1.277044e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114632 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -12770474.000000 Penalty: 3790.180908
	Iteration 41Q: 3 clusters Score -1.277047e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114813 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -12770572.000000 Penalty: 3790.180908
	Iteration 42Q: 3 clusters Score -1.277057e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -12770634.000000 Penalty: 3790.180908
	Iteration 43Q: 3 clusters Score -1.277063e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12770674.000000 Penalty: 3790.180908
	Iteration 44Q: 3 clusters Score -1.277067e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12770695.000000 Penalty: 3790.180908
	Iteration 45Q: 3 clusters Score -1.27707e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115223 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12770719.000000 Penalty: 3790.180908
	Iteration 46Q: 3 clusters Score -1.277072e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115268 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12770717.000000 Penalty: 3790.180908
	Iteration 47Q: 3 clusters Score -1.277072e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115315 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12770734.000000 Penalty: 3790.180908
	Iteration 48Q: 3 clusters Score -1.277073e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115357 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -12770748.000000 Penalty: 3790.180908
	Iteration 49Q: 3 clusters Score -1.277075e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115397 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12770750.000000 Penalty: 3790.180908
	Iteration 50Q: 3 clusters Score -1.277075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115422 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -12770734.000000 Penalty: 3790.180908
	Iteration 51Q: 3 clusters Score -1.277073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115448 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -12770731.000000 Penalty: 3790.180908
	Iteration 52Q: 3 clusters Score -1.277073e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115472 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12770747.000000 Penalty: 3790.180908
	Iteration 53Q: 3 clusters Score -1.277075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115493 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12770763.000000 Penalty: 3790.180908
	Iteration 54Q: 3 clusters Score -1.277076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115508 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12770785.000000 Penalty: 3790.180908
	Iteration 55Q: 3 clusters Score -1.277078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115525 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12770778.000000 Penalty: 3790.180908
	Iteration 56Q: 3 clusters Score -1.277078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115535 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12770780.000000 Penalty: 3790.180908
	Iteration 57Q: 3 clusters Score -1.277078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12770773.000000 Penalty: 3790.180908
	Iteration 58Q: 3 clusters Score -1.277077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115550 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12770774.000000 Penalty: 3790.180908
	Iteration 59Q: 3 clusters Score -1.277077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115557 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12770769.000000 Penalty: 3790.180908
	Iteration 60F: 3 clusters Score -1.277077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115563 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12770764.000000 Penalty: 3790.180908
	Iteration 61Q: 3 clusters Score -1.277076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12770773.000000 Penalty: 3790.180908
	Iteration 62Q: 3 clusters Score -1.277077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12770762.000000 Penalty: 3790.180908
	Iteration 63Q: 3 clusters Score -1.277076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12770760.000000 Penalty: 3790.180908
	Iteration 64Q: 3 clusters Score -1.277076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12770763.000000 Penalty: 3790.180908
	Iteration 65Q: 3 clusters Score -1.277076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12770768.000000 Penalty: 3790.180908
	Iteration 66Q: 3 clusters Score -1.277077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12770766.000000 Penalty: 3790.180908
	Iteration 67Q: 3 clusters Score -1.277077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115574 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12770767.000000 Penalty: 3790.180908
	Iteration 68Q: 3 clusters Score -1.277077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115574 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12770767.000000 Penalty: 3790.180908
	Iteration 69F: 3 clusters Score -1.277077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Entering Unmasked Estep 
Score: -1037484.562500 Penalty: 1493.645996
	Iteration 0F: 2 clusters Score -1037485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1030451.812500 Penalty: 2987.291992
	Iteration 0F: 3 clusters Score -1030452 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1032875.125000 Penalty: 2987.291992
	Iteration 1F: 3 clusters Score -1032875 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1033396.437500 Penalty: 2987.291992
	Iteration 2F: 3 clusters Score -1033396 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1034189.000000 Penalty: 2987.291992
	Iteration 3F: 3 clusters Score -1034189 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1035124.687500 Penalty: 2987.291992
	Iteration 4F: 3 clusters Score -1035125 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1035866.812500 Penalty: 2987.291992
	Iteration 5F: 3 clusters Score -1035867 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1036294.000000 Penalty: 2987.291992
	Iteration 6F: 3 clusters Score -1036294 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1036539.937500 Penalty: 2987.291992
	Iteration 7F: 3 clusters Score -1036540 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1036659.125000 Penalty: 2987.291992
	Iteration 8Q: 3 clusters Score -1036659 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1036730.687500 Penalty: 2987.291992
	Iteration 9Q: 3 clusters Score -1036731 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1036777.000000 Penalty: 2987.291992
	Iteration 10Q: 3 clusters Score -1036777 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1036816.562500 Penalty: 2987.291992
	Iteration 11Q: 3 clusters Score -1036817 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1036847.000000 Penalty: 2987.291992
	Iteration 12Q: 3 clusters Score -1036847 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1036870.875000 Penalty: 2987.291992
	Iteration 13Q: 3 clusters Score -1036871 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1036887.937500 Penalty: 2987.291992
	Iteration 14Q: 3 clusters Score -1036888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1036902.687500 Penalty: 2987.291992
	Iteration 15Q: 3 clusters Score -1036903 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1036923.125000 Penalty: 2987.291992
	Iteration 16Q: 3 clusters Score -1036923 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1036937.187500 Penalty: 2987.291992
	Iteration 17Q: 3 clusters Score -1036937 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1036960.375000 Penalty: 2987.291992
	Iteration 18Q: 3 clusters Score -1036960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1036973.687500 Penalty: 2987.291992
	Iteration 19Q: 3 clusters Score -1036974 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1036989.437500 Penalty: 2987.291992
	Iteration 20F: 3 clusters Score -1036989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1037006.437500 Penalty: 2987.291992
	Iteration 21Q: 3 clusters Score -1037006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1037015.312500 Penalty: 2987.291992
	Iteration 22Q: 3 clusters Score -1037015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1037030.500000 Penalty: 2987.291992
	Iteration 23Q: 3 clusters Score -1037030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1037046.062500 Penalty: 2987.291992
	Iteration 24Q: 3 clusters Score -1037046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1037062.500000 Penalty: 2987.291992
	Iteration 25Q: 3 clusters Score -1037062 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1037082.687500 Penalty: 2987.291992
	Iteration 26Q: 3 clusters Score -1037083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1037102.312500 Penalty: 2987.291992
	Iteration 27Q: 3 clusters Score -1037102 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1037123.812500 Penalty: 2987.291992
	Iteration 28Q: 3 clusters Score -1037124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1037134.875000 Penalty: 2987.291992
	Iteration 29Q: 3 clusters Score -1037135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1037145.250000 Penalty: 2987.291992
	Iteration 30Q: 3 clusters Score -1037145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1037157.812500 Penalty: 2987.291992
	Iteration 31Q: 3 clusters Score -1037158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1037162.375000 Penalty: 2987.291992
	Iteration 32Q: 3 clusters Score -1037162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1037172.937500 Penalty: 2987.291992
	Iteration 33Q: 3 clusters Score -1037173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1037179.937500 Penalty: 2987.291992
	Iteration 34Q: 3 clusters Score -1037180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1037192.625000 Penalty: 2987.291992
	Iteration 35Q: 3 clusters Score -1037193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1037202.937500 Penalty: 2987.291992
	Iteration 36Q: 3 clusters Score -1037203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1037214.187500 Penalty: 2987.291992
	Iteration 37Q: 3 clusters Score -1037214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1037225.687500 Penalty: 2987.291992
	Iteration 38Q: 3 clusters Score -1037226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1037234.750000 Penalty: 2987.291992
	Iteration 39Q: 3 clusters Score -1037235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1037244.875000 Penalty: 2987.291992
	Iteration 40F: 3 clusters Score -1037245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1037248.125000 Penalty: 2987.291992
	Iteration 41Q: 3 clusters Score -1037248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1037250.750000 Penalty: 2987.291992
	Iteration 42Q: 3 clusters Score -1037251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1037254.375000 Penalty: 2987.291992
	Iteration 43Q: 3 clusters Score -1037254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1037257.375000 Penalty: 2987.291992
	Iteration 44Q: 3 clusters Score -1037257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1037261.437500 Penalty: 2987.291992
	Iteration 45Q: 3 clusters Score -1037261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1037268.250000 Penalty: 2987.291992
	Iteration 46Q: 3 clusters Score -1037268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1037277.687500 Penalty: 2987.291992
	Iteration 47Q: 3 clusters Score -1037278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1037286.687500 Penalty: 2987.291992
	Iteration 48Q: 3 clusters Score -1037287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1037293.125000 Penalty: 2987.291992
	Iteration 49Q: 3 clusters Score -1037293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1037300.625000 Penalty: 2987.291992
	Iteration 50Q: 3 clusters Score -1037301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1037304.375000 Penalty: 2987.291992
	Iteration 51Q: 3 clusters Score -1037304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1037311.562500 Penalty: 2987.291992
	Iteration 52Q: 3 clusters Score -1037312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1037313.625000 Penalty: 2987.291992
	Iteration 53Q: 3 clusters Score -1037314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1037318.312500 Penalty: 2987.291992
	Iteration 54Q: 3 clusters Score -1037318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1037319.562500 Penalty: 2987.291992
	Iteration 55Q: 3 clusters Score -1037320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1037320.250000 Penalty: 2987.291992
	Iteration 56Q: 3 clusters Score -1037320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1037329.875000 Penalty: 2987.291992
	Iteration 57Q: 3 clusters Score -1037330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1037333.250000 Penalty: 2987.291992
	Iteration 58Q: 3 clusters Score -1037333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1037336.000000 Penalty: 2987.291992
	Iteration 59Q: 3 clusters Score -1037336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1037339.562500 Penalty: 2987.291992
	Iteration 60F: 3 clusters Score -1037340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1037342.625000 Penalty: 2987.291992
	Iteration 61Q: 3 clusters Score -1037343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1037342.375000 Penalty: 2987.291992
	Iteration 62Q: 3 clusters Score -1037342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1037340.562500 Penalty: 2987.291992
	Iteration 63Q: 3 clusters Score -1037341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1037341.750000 Penalty: 2987.291992
	Iteration 64Q: 3 clusters Score -1037342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1037340.625000 Penalty: 2987.291992
	Iteration 65Q: 3 clusters Score -1037341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1037342.187500 Penalty: 2987.291992
	Iteration 66Q: 3 clusters Score -1037342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1037342.187500 Penalty: 2987.291992
	Iteration 67F: 3 clusters Score -1037342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Entering Unmasked Estep 
Score: -2395972.250000 Penalty: 1626.845093
	Iteration 0F: 2 clusters Score -2395972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2380818.250000 Penalty: 3253.690186
	Iteration 0F: 3 clusters Score -2380818 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2386342.250000 Penalty: 3253.690186
	Iteration 1F: 3 clusters Score -2386342 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2386715.500000 Penalty: 3253.690186
	Iteration 2Q: 3 clusters Score -2386716 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2387126.250000 Penalty: 3253.690186
	Iteration 3Q: 3 clusters Score -2387126 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2387682.500000 Penalty: 3253.690186
	Iteration 4Q: 3 clusters Score -2387682 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2388440.000000 Penalty: 3253.690186
	Iteration 5Q: 3 clusters Score -2388440 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2389432.250000 Penalty: 3253.690186
	Iteration 6F: 3 clusters Score -2389432 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2390583.750000 Penalty: 3253.690186
	Iteration 7F: 3 clusters Score -2390584 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2391574.250000 Penalty: 3253.690186
	Iteration 8F: 3 clusters Score -2391574 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2392323.500000 Penalty: 3253.690186
	Iteration 9Q: 3 clusters Score -2392324 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2392889.750000 Penalty: 3253.690186
	Iteration 10Q: 3 clusters Score -2392890 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2393278.000000 Penalty: 3253.690186
	Iteration 11Q: 3 clusters Score -2393278 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2393525.750000 Penalty: 3253.690186
	Iteration 12Q: 3 clusters Score -2393526 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2393738.000000 Penalty: 3253.690186
	Iteration 13Q: 3 clusters Score -2393738 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2393894.500000 Penalty: 3253.690186
	Iteration 14Q: 3 clusters Score -2393894 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2394038.500000 Penalty: 3253.690186
	Iteration 15Q: 3 clusters Score -2394038 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2394132.250000 Penalty: 3253.690186
	Iteration 16Q: 3 clusters Score -2394132 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2394244.500000 Penalty: 3253.690186
	Iteration 17Q: 3 clusters Score -2394244 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2394312.000000 Penalty: 3253.690186
	Iteration 18Q: 3 clusters Score -2394312 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2394372.000000 Penalty: 3253.690186
	Iteration 19Q: 3 clusters Score -2394372 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2394424.750000 Penalty: 3253.690186
	Iteration 20F: 3 clusters Score -2394425 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2394463.250000 Penalty: 3253.690186
	Iteration 21Q: 3 clusters Score -2394463 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2394485.750000 Penalty: 3253.690186
	Iteration 22Q: 3 clusters Score -2394486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2394508.250000 Penalty: 3253.690186
	Iteration 23Q: 3 clusters Score -2394508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2394537.250000 Penalty: 3253.690186
	Iteration 24Q: 3 clusters Score -2394537 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2394544.000000 Penalty: 3253.690186
	Iteration 25Q: 3 clusters Score -2394544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2394551.750000 Penalty: 3253.690186
	Iteration 26Q: 3 clusters Score -2394552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2394565.250000 Penalty: 3253.690186
	Iteration 27Q: 3 clusters Score -2394565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2394576.000000 Penalty: 3253.690186
	Iteration 28Q: 3 clusters Score -2394576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2394588.000000 Penalty: 3253.690186
	Iteration 29Q: 3 clusters Score -2394588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2394594.750000 Penalty: 3253.690186
	Iteration 30Q: 3 clusters Score -2394595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2394605.750000 Penalty: 3253.690186
	Iteration 31Q: 3 clusters Score -2394606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2394615.750000 Penalty: 3253.690186
	Iteration 32Q: 3 clusters Score -2394616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2394613.250000 Penalty: 3253.690186
	Iteration 33Q: 3 clusters Score -2394613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2394619.500000 Penalty: 3253.690186
	Iteration 34Q: 3 clusters Score -2394620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2394625.250000 Penalty: 3253.690186
	Iteration 35Q: 3 clusters Score -2394625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2394630.250000 Penalty: 3253.690186
	Iteration 36Q: 3 clusters Score -2394630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2394641.500000 Penalty: 3253.690186
	Iteration 37Q: 3 clusters Score -2394642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2394644.750000 Penalty: 3253.690186
	Iteration 38Q: 3 clusters Score -2394645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2394653.750000 Penalty: 3253.690186
	Iteration 39Q: 3 clusters Score -2394654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2394650.750000 Penalty: 3253.690186
	Iteration 40F: 3 clusters Score -2394651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2394649.250000 Penalty: 3253.690186
	Iteration 41Q: 3 clusters Score -2394649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2394659.250000 Penalty: 3253.690186
	Iteration 42Q: 3 clusters Score -2394659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2394660.500000 Penalty: 3253.690186
	Iteration 43Q: 3 clusters Score -2394660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2394664.500000 Penalty: 3253.690186
	Iteration 44Q: 3 clusters Score -2394664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2394669.250000 Penalty: 3253.690186
	Iteration 45Q: 3 clusters Score -2394669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2394666.750000 Penalty: 3253.690186
	Iteration 46Q: 3 clusters Score -2394667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2394666.750000 Penalty: 3253.690186
	Iteration 47F: 3 clusters Score -2394667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -72283.265625 Penalty: 1080.880371
	Iteration 0F: 2 clusters Score -72283.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71107.781250 Penalty: 2161.760742
	Iteration 0F: 3 clusters Score -71107.78 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71814.250000 Penalty: 2161.760742
	Iteration 1F: 3 clusters Score -71814.25 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72192.460938 Penalty: 2161.760742
	Iteration 2F: 3 clusters Score -72192.46 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72443.187500 Penalty: 2161.760742
	Iteration 3F: 3 clusters Score -72443.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72812.500000 Penalty: 2161.760742
	Iteration 4F: 3 clusters Score -72812.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73267.671875 Penalty: 2161.760742
	Iteration 5F: 3 clusters Score -73267.67 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73658.992188 Penalty: 2161.760742
	Iteration 6F: 3 clusters Score -73658.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73813.187500 Penalty: 2161.760742
	Iteration 7Q: 3 clusters Score -73813.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73851.257812 Penalty: 2161.760742
	Iteration 8Q: 3 clusters Score -73851.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73854.015625 Penalty: 2161.760742
	Iteration 9Q: 3 clusters Score -73854.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73855.554688 Penalty: 2161.760742
	Iteration 10Q: 3 clusters Score -73855.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73855.554688 Penalty: 2161.760742
	Iteration 11F: 3 clusters Score -73855.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 17743 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 116087 members 
Mstep: Class 7 contains 9815 members 
Mstep: Class 8 contains 22278 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 12905 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 130649 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 20270 members 
Entering Unmasked Estep 
Score: -41683376.000000 Penalty: 35535.390625
Splitting cluster 9 changes total score from -41681836.000000 to -41683376.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -958702.062500 Penalty: 1477.542725
	Iteration 0F: 2 clusters Score -958702.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -952318.562500 Penalty: 2955.085449
	Iteration 0F: 3 clusters Score -952318.6 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -954810.000000 Penalty: 2955.085449
	Iteration 1F: 3 clusters Score -954810 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -955619.562500 Penalty: 2955.085449
	Iteration 2F: 3 clusters Score -955619.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -956372.687500 Penalty: 2955.085449
	Iteration 3F: 3 clusters Score -956372.7 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -956911.750000 Penalty: 2955.085449
	Iteration 4F: 3 clusters Score -956911.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -957224.875000 Penalty: 2955.085449
	Iteration 5F: 3 clusters Score -957224.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -957404.000000 Penalty: 2955.085449
	Iteration 6Q: 3 clusters Score -957404 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -957539.500000 Penalty: 2955.085449
	Iteration 7Q: 3 clusters Score -957539.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -957654.062500 Penalty: 2955.085449
	Iteration 8Q: 3 clusters Score -957654.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -957758.187500 Penalty: 2955.085449
	Iteration 9Q: 3 clusters Score -957758.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -957865.875000 Penalty: 2955.085449
	Iteration 10Q: 3 clusters Score -957865.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -957971.062500 Penalty: 2955.085449
	Iteration 11Q: 3 clusters Score -957971.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -958071.687500 Penalty: 2955.085449
	Iteration 12Q: 3 clusters Score -958071.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -958158.312500 Penalty: 2955.085449
	Iteration 13Q: 3 clusters Score -958158.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -958230.062500 Penalty: 2955.085449
	Iteration 14Q: 3 clusters Score -958230.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -958299.750000 Penalty: 2955.085449
	Iteration 15Q: 3 clusters Score -958299.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -958349.437500 Penalty: 2955.085449
	Iteration 16Q: 3 clusters Score -958349.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -958381.500000 Penalty: 2955.085449
	Iteration 17Q: 3 clusters Score -958381.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -958398.937500 Penalty: 2955.085449
	Iteration 18Q: 3 clusters Score -958398.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -958410.125000 Penalty: 2955.085449
	Iteration 19Q: 3 clusters Score -958410.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -958422.312500 Penalty: 2955.085449
	Iteration 20F: 3 clusters Score -958422.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -958426.187500 Penalty: 2955.085449
	Iteration 21Q: 3 clusters Score -958426.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -958427.500000 Penalty: 2955.085449
	Iteration 22Q: 3 clusters Score -958427.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -958428.625000 Penalty: 2955.085449
	Iteration 23Q: 3 clusters Score -958428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -958430.750000 Penalty: 2955.085449
	Iteration 24Q: 3 clusters Score -958430.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -958431.875000 Penalty: 2955.085449
	Iteration 25Q: 3 clusters Score -958431.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -958439.937500 Penalty: 2955.085449
	Iteration 26Q: 3 clusters Score -958439.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -958440.625000 Penalty: 2955.085449
	Iteration 27Q: 3 clusters Score -958440.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -958443.312500 Penalty: 2955.085449
	Iteration 28Q: 3 clusters Score -958443.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -958445.187500 Penalty: 2955.085449
	Iteration 29Q: 3 clusters Score -958445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -958445.625000 Penalty: 2955.085449
	Iteration 30Q: 3 clusters Score -958445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -958446.687500 Penalty: 2955.085449
	Iteration 31Q: 3 clusters Score -958446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -958445.937500 Penalty: 2955.085449
	Iteration 32Q: 3 clusters Score -958445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -958447.437500 Penalty: 2955.085449
	Iteration 33Q: 3 clusters Score -958447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -958447.437500 Penalty: 2955.085449
	Iteration 34F: 3 clusters Score -958447.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Entering Unmasked Estep 
Score: -1450919.000000 Penalty: 1538.122681
	Iteration 0F: 2 clusters Score -1450919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1441892.750000 Penalty: 3076.245361
	Iteration 0F: 3 clusters Score -1441893 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1445094.875000 Penalty: 3076.245361
	Iteration 1F: 3 clusters Score -1445095 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1445612.250000 Penalty: 3076.245361
	Iteration 2F: 3 clusters Score -1445612 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1446106.250000 Penalty: 3076.245361
	Iteration 3F: 3 clusters Score -1446106 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1446626.625000 Penalty: 3076.245361
	Iteration 4F: 3 clusters Score -1446627 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1447187.625000 Penalty: 3076.245361
	Iteration 5F: 3 clusters Score -1447188 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1447762.625000 Penalty: 3076.245361
	Iteration 6F: 3 clusters Score -1447763 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1448300.875000 Penalty: 3076.245361
	Iteration 7F: 3 clusters Score -1448301 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1448757.875000 Penalty: 3076.245361
	Iteration 8Q: 3 clusters Score -1448758 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1449109.875000 Penalty: 3076.245361
	Iteration 9Q: 3 clusters Score -1449110 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1449407.625000 Penalty: 3076.245361
	Iteration 10Q: 3 clusters Score -1449408 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1449652.000000 Penalty: 3076.245361
	Iteration 11Q: 3 clusters Score -1449652 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1449788.500000 Penalty: 3076.245361
	Iteration 12Q: 3 clusters Score -1449788 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1449875.000000 Penalty: 3076.245361
	Iteration 13Q: 3 clusters Score -1449875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1449925.125000 Penalty: 3076.245361
	Iteration 14Q: 3 clusters Score -1449925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1449971.125000 Penalty: 3076.245361
	Iteration 15Q: 3 clusters Score -1449971 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1450002.500000 Penalty: 3076.245361
	Iteration 16Q: 3 clusters Score -1450002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1450022.625000 Penalty: 3076.245361
	Iteration 17Q: 3 clusters Score -1450023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1450036.500000 Penalty: 3076.245361
	Iteration 18Q: 3 clusters Score -1450036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1450050.625000 Penalty: 3076.245361
	Iteration 19Q: 3 clusters Score -1450051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1450061.375000 Penalty: 3076.245361
	Iteration 20F: 3 clusters Score -1450061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1450071.750000 Penalty: 3076.245361
	Iteration 21Q: 3 clusters Score -1450072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1450090.125000 Penalty: 3076.245361
	Iteration 22Q: 3 clusters Score -1450090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1450102.625000 Penalty: 3076.245361
	Iteration 23Q: 3 clusters Score -1450103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1450123.125000 Penalty: 3076.245361
	Iteration 24Q: 3 clusters Score -1450123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1450134.250000 Penalty: 3076.245361
	Iteration 25Q: 3 clusters Score -1450134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1450137.000000 Penalty: 3076.245361
	Iteration 26Q: 3 clusters Score -1450137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1450139.875000 Penalty: 3076.245361
	Iteration 27Q: 3 clusters Score -1450140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1450143.625000 Penalty: 3076.245361
	Iteration 28Q: 3 clusters Score -1450144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1450144.000000 Penalty: 3076.245361
	Iteration 29Q: 3 clusters Score -1450144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1450145.875000 Penalty: 3076.245361
	Iteration 30Q: 3 clusters Score -1450146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1450146.625000 Penalty: 3076.245361
	Iteration 31Q: 3 clusters Score -1450147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1450146.750000 Penalty: 3076.245361
	Iteration 32Q: 3 clusters Score -1450147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1450145.625000 Penalty: 3076.245361
	Iteration 33Q: 3 clusters Score -1450146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1450147.625000 Penalty: 3076.245361
	Iteration 34Q: 3 clusters Score -1450148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1450150.500000 Penalty: 3076.245361
	Iteration 35Q: 3 clusters Score -1450150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1450149.250000 Penalty: 3076.245361
	Iteration 36Q: 3 clusters Score -1450149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1450149.750000 Penalty: 3076.245361
	Iteration 37Q: 3 clusters Score -1450150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1450153.625000 Penalty: 3076.245361
	Iteration 38Q: 3 clusters Score -1450154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1450152.000000 Penalty: 3076.245361
	Iteration 39Q: 3 clusters Score -1450152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1450154.375000 Penalty: 3076.245361
	Iteration 40F: 3 clusters Score -1450154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1450155.750000 Penalty: 3076.245361
	Iteration 41Q: 3 clusters Score -1450156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1450158.750000 Penalty: 3076.245361
	Iteration 42Q: 3 clusters Score -1450159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1450158.875000 Penalty: 3076.245361
	Iteration 43Q: 3 clusters Score -1450159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1450157.625000 Penalty: 3076.245361
	Iteration 44Q: 3 clusters Score -1450158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1450157.625000 Penalty: 3076.245361
	Iteration 45Q: 3 clusters Score -1450158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1450158.250000 Penalty: 3076.245361
	Iteration 46Q: 3 clusters Score -1450158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1450158.000000 Penalty: 3076.245361
	Iteration 47Q: 3 clusters Score -1450158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1450159.750000 Penalty: 3076.245361
	Iteration 48Q: 3 clusters Score -1450160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1450159.625000 Penalty: 3076.245361
	Iteration 49Q: 3 clusters Score -1450160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1450159.625000 Penalty: 3076.245361
	Iteration 50F: 3 clusters Score -1450160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Entering Unmasked Estep 
Score: -793375.312500 Penalty: 1441.642456
	Iteration 0F: 2 clusters Score -793375.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -788032.062500 Penalty: 2883.284912
	Iteration 0F: 3 clusters Score -788032.1 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -789713.687500 Penalty: 2883.284912
	Iteration 1F: 3 clusters Score -789713.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -789964.687500 Penalty: 2883.284912
	Iteration 2F: 3 clusters Score -789964.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -790226.187500 Penalty: 2883.284912
	Iteration 3F: 3 clusters Score -790226.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -790472.375000 Penalty: 2883.284912
	Iteration 4F: 3 clusters Score -790472.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -790723.937500 Penalty: 2883.284912
	Iteration 5F: 3 clusters Score -790723.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -790951.375000 Penalty: 2883.284912
	Iteration 6F: 3 clusters Score -790951.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -791172.875000 Penalty: 2883.284912
	Iteration 7Q: 3 clusters Score -791172.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -791364.000000 Penalty: 2883.284912
	Iteration 8Q: 3 clusters Score -791364 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -791559.187500 Penalty: 2883.284912
	Iteration 9Q: 3 clusters Score -791559.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -791751.687500 Penalty: 2883.284912
	Iteration 10Q: 3 clusters Score -791751.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -791927.062500 Penalty: 2883.284912
	Iteration 11Q: 3 clusters Score -791927.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -792085.062500 Penalty: 2883.284912
	Iteration 12Q: 3 clusters Score -792085.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -792196.062500 Penalty: 2883.284912
	Iteration 13Q: 3 clusters Score -792196.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -792244.187500 Penalty: 2883.284912
	Iteration 14Q: 3 clusters Score -792244.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -792265.062500 Penalty: 2883.284912
	Iteration 15Q: 3 clusters Score -792265.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -792278.312500 Penalty: 2883.284912
	Iteration 16Q: 3 clusters Score -792278.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -792288.687500 Penalty: 2883.284912
	Iteration 17Q: 3 clusters Score -792288.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -792297.562500 Penalty: 2883.284912
	Iteration 18Q: 3 clusters Score -792297.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -792304.875000 Penalty: 2883.284912
	Iteration 19Q: 3 clusters Score -792304.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -792313.062500 Penalty: 2883.284912
	Iteration 20F: 3 clusters Score -792313.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -792319.500000 Penalty: 2883.284912
	Iteration 21Q: 3 clusters Score -792319.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -792325.125000 Penalty: 2883.284912
	Iteration 22Q: 3 clusters Score -792325.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -792329.687500 Penalty: 2883.284912
	Iteration 23Q: 3 clusters Score -792329.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -792334.625000 Penalty: 2883.284912
	Iteration 24Q: 3 clusters Score -792334.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -792339.062500 Penalty: 2883.284912
	Iteration 25Q: 3 clusters Score -792339.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -792340.000000 Penalty: 2883.284912
	Iteration 26Q: 3 clusters Score -792340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -792343.125000 Penalty: 2883.284912
	Iteration 27Q: 3 clusters Score -792343.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -792343.625000 Penalty: 2883.284912
	Iteration 28Q: 3 clusters Score -792343.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -792346.000000 Penalty: 2883.284912
	Iteration 29Q: 3 clusters Score -792346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -792347.375000 Penalty: 2883.284912
	Iteration 30Q: 3 clusters Score -792347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -792348.937500 Penalty: 2883.284912
	Iteration 31Q: 3 clusters Score -792348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -792349.187500 Penalty: 2883.284912
	Iteration 32Q: 3 clusters Score -792349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -792351.187500 Penalty: 2883.284912
	Iteration 33Q: 3 clusters Score -792351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -792350.062500 Penalty: 2883.284912
	Iteration 34Q: 3 clusters Score -792350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -792350.062500 Penalty: 2883.284912
	Iteration 35F: 3 clusters Score -792350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -157262.750000 Penalty: 1169.826294
	Iteration 0F: 2 clusters Score -157262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155576.078125 Penalty: 2339.652588
	Iteration 0F: 3 clusters Score -155576.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -155864.515625 Penalty: 2339.652588
	Iteration 1F: 3 clusters Score -155864.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155931.906250 Penalty: 2339.652588
	Iteration 2F: 3 clusters Score -155931.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155984.531250 Penalty: 2339.652588
	Iteration 3Q: 3 clusters Score -155984.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -156025.296875 Penalty: 2339.652588
	Iteration 4Q: 3 clusters Score -156025.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -156039.265625 Penalty: 2339.652588
	Iteration 5Q: 3 clusters Score -156039.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -156053.546875 Penalty: 2339.652588
	Iteration 6Q: 3 clusters Score -156053.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -156064.093750 Penalty: 2339.652588
	Iteration 7Q: 3 clusters Score -156064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -156067.296875 Penalty: 2339.652588
	Iteration 8Q: 3 clusters Score -156067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156068.515625 Penalty: 2339.652588
	Iteration 9Q: 3 clusters Score -156068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156071.718750 Penalty: 2339.652588
	Iteration 10Q: 3 clusters Score -156071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -156072.265625 Penalty: 2339.652588
	Iteration 11Q: 3 clusters Score -156072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -156074.562500 Penalty: 2339.652588
	Iteration 12Q: 3 clusters Score -156074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -156076.140625 Penalty: 2339.652588
	Iteration 13Q: 3 clusters Score -156076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -156076.140625 Penalty: 2339.652588
	Iteration 14F: 3 clusters Score -156076.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130649 members 
Entering Unmasked Estep 
Score: -14432459.000000 Penalty: 1914.293823
	Iteration 0F: 2 clusters Score -1.443246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -14347922.000000 Penalty: 3828.587646
	Iteration 0F: 3 clusters Score -1.434792e+07 nChanged 62889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -14385278.000000 Penalty: 3828.587646
	Iteration 1F: 3 clusters Score -1.438528e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -14386834.000000 Penalty: 3828.587646
	Iteration 2Q: 3 clusters Score -1.438683e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
Score: -14388717.000000 Penalty: 3828.587646
	Iteration 3Q: 3 clusters Score -1.438872e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -14390958.000000 Penalty: 3828.587646
	Iteration 4Q: 3 clusters Score -1.439096e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 76939 members 
Entering Unmasked Estep 
Score: -14393865.000000 Penalty: 3828.587646
	Iteration 5Q: 3 clusters Score -1.439386e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -14397577.000000 Penalty: 3828.587646
	Iteration 6F: 3 clusters Score -1.439758e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -14402299.000000 Penalty: 3828.587646
	Iteration 7F: 3 clusters Score -1.44023e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -14407855.000000 Penalty: 3828.587646
	Iteration 8F: 3 clusters Score -1.440786e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 100969 members 
Entering Unmasked Estep 
Score: -14413637.000000 Penalty: 3828.587646
	Iteration 9F: 3 clusters Score -1.441364e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -14418363.000000 Penalty: 3828.587646
	Iteration 10F: 3 clusters Score -1.441836e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -14421414.000000 Penalty: 3828.587646
	Iteration 11Q: 3 clusters Score -1.442141e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 114507 members 
Entering Unmasked Estep 
Score: -14423905.000000 Penalty: 3828.587646
	Iteration 12Q: 3 clusters Score -1.44239e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 117193 members 
Entering Unmasked Estep 
Score: -14425671.000000 Penalty: 3828.587646
	Iteration 13Q: 3 clusters Score -1.442567e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -14427098.000000 Penalty: 3828.587646
	Iteration 14Q: 3 clusters Score -1.44271e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 121001 members 
Entering Unmasked Estep 
Score: -14428069.000000 Penalty: 3828.587646
	Iteration 15Q: 3 clusters Score -1.442807e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -14428843.000000 Penalty: 3828.587646
	Iteration 16Q: 3 clusters Score -1.442884e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 123509 members 
Entering Unmasked Estep 
Score: -14429402.000000 Penalty: 3828.587646
	Iteration 17Q: 3 clusters Score -1.44294e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 124390 members 
Entering Unmasked Estep 
Score: -14429861.000000 Penalty: 3828.587646
	Iteration 18Q: 3 clusters Score -1.442986e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 125036 members 
Entering Unmasked Estep 
Score: -14430195.000000 Penalty: 3828.587646
	Iteration 19Q: 3 clusters Score -1.44302e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
Score: -14430459.000000 Penalty: 3828.587646
	Iteration 20F: 3 clusters Score -1.443046e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 125995 members 
Entering Unmasked Estep 
Score: -14430723.000000 Penalty: 3828.587646
	Iteration 21Q: 3 clusters Score -1.443072e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 126359 members 
Entering Unmasked Estep 
Score: -14430993.000000 Penalty: 3828.587646
	Iteration 22Q: 3 clusters Score -1.443099e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 126644 members 
Entering Unmasked Estep 
Score: -14431215.000000 Penalty: 3828.587646
	Iteration 23Q: 3 clusters Score -1.443122e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 126829 members 
Entering Unmasked Estep 
Score: -14431380.000000 Penalty: 3828.587646
	Iteration 24Q: 3 clusters Score -1.443138e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 126963 members 
Entering Unmasked Estep 
Score: -14431479.000000 Penalty: 3828.587646
	Iteration 25Q: 3 clusters Score -1.443148e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 127054 members 
Entering Unmasked Estep 
Score: -14431559.000000 Penalty: 3828.587646
	Iteration 26Q: 3 clusters Score -1.443156e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 127106 members 
Entering Unmasked Estep 
Score: -14431598.000000 Penalty: 3828.587646
	Iteration 27Q: 3 clusters Score -1.44316e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 127117 members 
Entering Unmasked Estep 
Score: -14431655.000000 Penalty: 3828.587646
	Iteration 28Q: 3 clusters Score -1.443166e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 127149 members 
Entering Unmasked Estep 
Score: -14431683.000000 Penalty: 3828.587646
	Iteration 29Q: 3 clusters Score -1.443168e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 127167 members 
Entering Unmasked Estep 
Score: -14431706.000000 Penalty: 3828.587646
	Iteration 30Q: 3 clusters Score -1.443171e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 127165 members 
Entering Unmasked Estep 
Score: -14431699.000000 Penalty: 3828.587646
	Iteration 31Q: 3 clusters Score -1.44317e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 127162 members 
Entering Unmasked Estep 
Score: -14431710.000000 Penalty: 3828.587646
	Iteration 32Q: 3 clusters Score -1.443171e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 127149 members 
Entering Unmasked Estep 
Score: -14431713.000000 Penalty: 3828.587646
	Iteration 33Q: 3 clusters Score -1.443171e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 127134 members 
Entering Unmasked Estep 
Score: -14431701.000000 Penalty: 3828.587646
	Iteration 34Q: 3 clusters Score -1.44317e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 127129 members 
Entering Unmasked Estep 
Score: -14431706.000000 Penalty: 3828.587646
	Iteration 35Q: 3 clusters Score -1.443171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 127127 members 
Entering Unmasked Estep 
Score: -14431714.000000 Penalty: 3828.587646
	Iteration 36Q: 3 clusters Score -1.443171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 127124 members 
Entering Unmasked Estep 
Score: -14431705.000000 Penalty: 3828.587646
	Iteration 37Q: 3 clusters Score -1.44317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 127121 members 
Entering Unmasked Estep 
Score: -14431709.000000 Penalty: 3828.587646
	Iteration 38Q: 3 clusters Score -1.443171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 127117 members 
Entering Unmasked Estep 
Score: -14431713.000000 Penalty: 3828.587646
	Iteration 39Q: 3 clusters Score -1.443171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 127114 members 
Entering Unmasked Estep 
Score: -14431709.000000 Penalty: 3828.587646
	Iteration 40F: 3 clusters Score -1.443171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 127109 members 
Entering Unmasked Estep 
Score: -14431704.000000 Penalty: 3828.587646
	Iteration 41Q: 3 clusters Score -1.44317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 127105 members 
Entering Unmasked Estep 
Score: -14431713.000000 Penalty: 3828.587646
	Iteration 42Q: 3 clusters Score -1.443171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 127106 members 
Entering Unmasked Estep 
Score: -14431710.000000 Penalty: 3828.587646
	Iteration 43Q: 3 clusters Score -1.443171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 127106 members 
Entering Unmasked Estep 
Score: -14431713.000000 Penalty: 3828.587646
	Iteration 44Q: 3 clusters Score -1.443171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 127105 members 
Entering Unmasked Estep 
Score: -14431717.000000 Penalty: 3828.587646
	Iteration 45Q: 3 clusters Score -1.443172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 127101 members 
Entering Unmasked Estep 
Score: -14431718.000000 Penalty: 3828.587646
	Iteration 46Q: 3 clusters Score -1.443172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 127098 members 
Entering Unmasked Estep 
Score: -14431706.000000 Penalty: 3828.587646
	Iteration 47Q: 3 clusters Score -1.443171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -14431708.000000 Penalty: 3828.587646
	Iteration 48Q: 3 clusters Score -1.443171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 127092 members 
Entering Unmasked Estep 
Score: -14431708.000000 Penalty: 3828.587646
	Iteration 49Q: 3 clusters Score -1.443171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -14431706.000000 Penalty: 3828.587646
	Iteration 50Q: 3 clusters Score -1.443171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 127091 members 
Entering Unmasked Estep 
Score: -14431710.000000 Penalty: 3828.587646
	Iteration 51Q: 3 clusters Score -1.443171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 127094 members 
Entering Unmasked Estep 
Score: -14431712.000000 Penalty: 3828.587646
	Iteration 52Q: 3 clusters Score -1.443171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 127094 members 
Entering Unmasked Estep 
Score: -14431712.000000 Penalty: 3828.587646
	Iteration 53Q: 3 clusters Score -1.443171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -14431713.000000 Penalty: 3828.587646
	Iteration 54Q: 3 clusters Score -1.443171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 127092 members 
Entering Unmasked Estep 
Score: -14431710.000000 Penalty: 3828.587646
	Iteration 55Q: 3 clusters Score -1.443171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -14431712.000000 Penalty: 3828.587646
	Iteration 56Q: 3 clusters Score -1.443171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -14431705.000000 Penalty: 3828.587646
	Iteration 57Q: 3 clusters Score -1.44317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -14431718.000000 Penalty: 3828.587646
	Iteration 58Q: 3 clusters Score -1.443172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 127097 members 
Entering Unmasked Estep 
Score: -14431712.000000 Penalty: 3828.587646
	Iteration 59Q: 3 clusters Score -1.443171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 127099 members 
Entering Unmasked Estep 
Score: -14431714.000000 Penalty: 3828.587646
	Iteration 60F: 3 clusters Score -1.443171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 127104 members 
Entering Unmasked Estep 
Score: -14431711.000000 Penalty: 3828.587646
	Iteration 61Q: 3 clusters Score -1.443171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 127106 members 
Entering Unmasked Estep 
Score: -14431709.000000 Penalty: 3828.587646
	Iteration 62Q: 3 clusters Score -1.443171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 127109 members 
Entering Unmasked Estep 
Score: -14431706.000000 Penalty: 3828.587646
	Iteration 63Q: 3 clusters Score -1.443171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 127109 members 
Entering Unmasked Estep 
Score: -14431710.000000 Penalty: 3828.587646
	Iteration 64Q: 3 clusters Score -1.443171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -14431718.000000 Penalty: 3828.587646
	Iteration 65Q: 3 clusters Score -1.443172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 127106 members 
Entering Unmasked Estep 
Score: -14431719.000000 Penalty: 3828.587646
	Iteration 66Q: 3 clusters Score -1.443172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 127105 members 
Entering Unmasked Estep 
Score: -14431724.000000 Penalty: 3828.587646
	Iteration 67Q: 3 clusters Score -1.443172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 127105 members 
Entering Unmasked Estep 
Score: -14431730.000000 Penalty: 3828.587646
	Iteration 68Q: 3 clusters Score -1.443173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 127105 members 
Entering Unmasked Estep 
Score: -14431730.000000 Penalty: 3828.587646
	Iteration 69F: 3 clusters Score -1.443173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -792540.875000 Penalty: 1440.727783
	Iteration 0F: 2 clusters Score -792540.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -787233.375000 Penalty: 2881.455566
	Iteration 0F: 3 clusters Score -787233.4 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -788815.687500 Penalty: 2881.455566
	Iteration 1F: 3 clusters Score -788815.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -789066.125000 Penalty: 2881.455566
	Iteration 2F: 3 clusters Score -789066.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -789258.500000 Penalty: 2881.455566
	Iteration 3F: 3 clusters Score -789258.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -789416.062500 Penalty: 2881.455566
	Iteration 4Q: 3 clusters Score -789416.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -789538.375000 Penalty: 2881.455566
	Iteration 5Q: 3 clusters Score -789538.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -789641.437500 Penalty: 2881.455566
	Iteration 6Q: 3 clusters Score -789641.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -789747.937500 Penalty: 2881.455566
	Iteration 7Q: 3 clusters Score -789747.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -789854.750000 Penalty: 2881.455566
	Iteration 8Q: 3 clusters Score -789854.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -790006.125000 Penalty: 2881.455566
	Iteration 9Q: 3 clusters Score -790006.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -790180.062500 Penalty: 2881.455566
	Iteration 10Q: 3 clusters Score -790180.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -790362.687500 Penalty: 2881.455566
	Iteration 11Q: 3 clusters Score -790362.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -790559.687500 Penalty: 2881.455566
	Iteration 12Q: 3 clusters Score -790559.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -790752.625000 Penalty: 2881.455566
	Iteration 13Q: 3 clusters Score -790752.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -790910.062500 Penalty: 2881.455566
	Iteration 14Q: 3 clusters Score -790910.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -791022.562500 Penalty: 2881.455566
	Iteration 15Q: 3 clusters Score -791022.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -791105.125000 Penalty: 2881.455566
	Iteration 16Q: 3 clusters Score -791105.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -791157.937500 Penalty: 2881.455566
	Iteration 17Q: 3 clusters Score -791157.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -791193.375000 Penalty: 2881.455566
	Iteration 18Q: 3 clusters Score -791193.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -791215.562500 Penalty: 2881.455566
	Iteration 19Q: 3 clusters Score -791215.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -791233.562500 Penalty: 2881.455566
	Iteration 20F: 3 clusters Score -791233.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -791243.625000 Penalty: 2881.455566
	Iteration 21Q: 3 clusters Score -791243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -791250.625000 Penalty: 2881.455566
	Iteration 22Q: 3 clusters Score -791250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -791251.875000 Penalty: 2881.455566
	Iteration 23Q: 3 clusters Score -791251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -791256.875000 Penalty: 2881.455566
	Iteration 24Q: 3 clusters Score -791256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -791260.875000 Penalty: 2881.455566
	Iteration 25Q: 3 clusters Score -791260.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -791263.625000 Penalty: 2881.455566
	Iteration 26Q: 3 clusters Score -791263.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -791266.500000 Penalty: 2881.455566
	Iteration 27Q: 3 clusters Score -791266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -791267.125000 Penalty: 2881.455566
	Iteration 28Q: 3 clusters Score -791267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -791267.125000 Penalty: 2881.455566
	Iteration 29F: 3 clusters Score -791267.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Entering Unmasked Estep 
Score: -2153579.250000 Penalty: 1611.495728
	Iteration 0F: 2 clusters Score -2153579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2139709.000000 Penalty: 3222.991455
	Iteration 0F: 3 clusters Score -2139709 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2144704.500000 Penalty: 3222.991455
	Iteration 1F: 3 clusters Score -2144704 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2145098.250000 Penalty: 3222.991455
	Iteration 2Q: 3 clusters Score -2145098 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2145529.500000 Penalty: 3222.991455
	Iteration 3F: 3 clusters Score -2145530 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2146049.250000 Penalty: 3222.991455
	Iteration 4F: 3 clusters Score -2146049 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2146692.250000 Penalty: 3222.991455
	Iteration 5F: 3 clusters Score -2146692 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2147459.250000 Penalty: 3222.991455
	Iteration 6F: 3 clusters Score -2147459 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2148390.000000 Penalty: 3222.991455
	Iteration 7F: 3 clusters Score -2148390 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2149435.000000 Penalty: 3222.991455
	Iteration 8F: 3 clusters Score -2149435 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2150417.500000 Penalty: 3222.991455
	Iteration 9F: 3 clusters Score -2150418 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2151242.750000 Penalty: 3222.991455
	Iteration 10Q: 3 clusters Score -2151243 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2151733.250000 Penalty: 3222.991455
	Iteration 11Q: 3 clusters Score -2151733 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2152016.500000 Penalty: 3222.991455
	Iteration 12Q: 3 clusters Score -2152016 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2152165.500000 Penalty: 3222.991455
	Iteration 13Q: 3 clusters Score -2152166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2152260.750000 Penalty: 3222.991455
	Iteration 14Q: 3 clusters Score -2152261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2152317.500000 Penalty: 3222.991455
	Iteration 15Q: 3 clusters Score -2152318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2152343.750000 Penalty: 3222.991455
	Iteration 16Q: 3 clusters Score -2152344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2152355.000000 Penalty: 3222.991455
	Iteration 17Q: 3 clusters Score -2152355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2152361.000000 Penalty: 3222.991455
	Iteration 18Q: 3 clusters Score -2152361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2152366.500000 Penalty: 3222.991455
	Iteration 19Q: 3 clusters Score -2152366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2152369.750000 Penalty: 3222.991455
	Iteration 20F: 3 clusters Score -2152370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2152377.750000 Penalty: 3222.991455
	Iteration 21Q: 3 clusters Score -2152378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2152384.250000 Penalty: 3222.991455
	Iteration 22Q: 3 clusters Score -2152384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2152391.750000 Penalty: 3222.991455
	Iteration 23Q: 3 clusters Score -2152392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2152400.750000 Penalty: 3222.991455
	Iteration 24Q: 3 clusters Score -2152401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2152405.750000 Penalty: 3222.991455
	Iteration 25Q: 3 clusters Score -2152406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2152407.000000 Penalty: 3222.991455
	Iteration 26Q: 3 clusters Score -2152407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2152411.500000 Penalty: 3222.991455
	Iteration 27Q: 3 clusters Score -2152412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2152408.750000 Penalty: 3222.991455
	Iteration 28Q: 3 clusters Score -2152409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2152411.750000 Penalty: 3222.991455
	Iteration 29Q: 3 clusters Score -2152412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2152412.250000 Penalty: 3222.991455
	Iteration 30Q: 3 clusters Score -2152412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2152410.750000 Penalty: 3222.991455
	Iteration 31Q: 3 clusters Score -2152411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2152415.250000 Penalty: 3222.991455
	Iteration 32Q: 3 clusters Score -2152415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2152419.500000 Penalty: 3222.991455
	Iteration 33Q: 3 clusters Score -2152420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2152418.750000 Penalty: 3222.991455
	Iteration 34Q: 3 clusters Score -2152419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2152422.750000 Penalty: 3222.991455
	Iteration 35Q: 3 clusters Score -2152423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2152424.250000 Penalty: 3222.991455
	Iteration 36Q: 3 clusters Score -2152424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2152425.500000 Penalty: 3222.991455
	Iteration 37Q: 3 clusters Score -2152426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2152427.500000 Penalty: 3222.991455
	Iteration 38Q: 3 clusters Score -2152428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2152427.500000 Penalty: 3222.991455
	Iteration 39F: 3 clusters Score -2152428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 17743 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 6 contains 116087 members 
Mstep: Class 7 contains 9815 members 
Mstep: Class 8 contains 22278 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 12905 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 130649 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 20270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41684204.000000 Penalty: 35535.390625
Iteration 39Q: 18 clusters Score -4.16842e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 17859 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 116358 members 
Mstep: Class 7 contains 9812 members 
Mstep: Class 8 contains 22159 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 12886 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 130082 members 
Mstep: Class 18 contains 7168 members 
Mstep: Class 19 contains 20061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685452.000000 Penalty: 35535.390625
Iteration 40F: 18 clusters Score -4.168545e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 9517 members 
Mstep: Class 3 contains 18131 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 1191 members 
Mstep: Class 6 contains 116595 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 22127 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 12872 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 129325 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 19855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686096.000000 Penalty: 35535.390625
Iteration 41Q: 18 clusters Score -4.16861e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 18347 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 116829 members 
Mstep: Class 7 contains 9711 members 
Mstep: Class 8 contains 22135 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 12862 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 128635 members 
Mstep: Class 18 contains 7306 members 
Mstep: Class 19 contains 19659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686684.000000 Penalty: 35535.390625
Iteration 42Q: 18 clusters Score -4.168668e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 9812 members 
Mstep: Class 3 contains 18578 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 117054 members 
Mstep: Class 7 contains 9672 members 
Mstep: Class 8 contains 22160 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 9451 members 
Mstep: Class 11 contains 12851 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 127992 members 
Mstep: Class 18 contains 7370 members 
Mstep: Class 19 contains 19472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686828.000000 Penalty: 35535.390625
Iteration 43Q: 18 clusters Score -4.168683e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 9967 members 
Mstep: Class 3 contains 18753 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 6 contains 117248 members 
Mstep: Class 7 contains 9643 members 
Mstep: Class 8 contains 22178 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 11 contains 12834 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 7197 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 127404 members 
Mstep: Class 18 contains 7455 members 
Mstep: Class 19 contains 19335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686936.000000 Penalty: 35535.390625
Iteration 44Q: 18 clusters Score -4.168694e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 10117 members 
Mstep: Class 3 contains 18918 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 117381 members 
Mstep: Class 7 contains 9624 members 
Mstep: Class 8 contains 22212 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 9481 members 
Mstep: Class 11 contains 12829 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 126873 members 
Mstep: Class 18 contains 7524 members 
Mstep: Class 19 contains 19214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687032.000000 Penalty: 35535.390625
Iteration 45Q: 18 clusters Score -4.168703e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 10251 members 
Mstep: Class 3 contains 19051 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 1234 members 
Mstep: Class 6 contains 117501 members 
Mstep: Class 7 contains 9616 members 
Mstep: Class 8 contains 22256 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 12841 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 7229 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 126368 members 
Mstep: Class 18 contains 7601 members 
Mstep: Class 19 contains 19098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687224.000000 Penalty: 35535.390625
Iteration 46Q: 18 clusters Score -4.168722e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 10367 members 
Mstep: Class 3 contains 19176 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 1241 members 
Mstep: Class 6 contains 117607 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 22323 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 12846 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 7234 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 125905 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 18991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687320.000000 Penalty: 35535.390625
Iteration 47Q: 18 clusters Score -4.168732e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 19274 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 1251 members 
Mstep: Class 6 contains 117752 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 22365 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 12854 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 7245 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 125452 members 
Mstep: Class 18 contains 7748 members 
Mstep: Class 19 contains 18906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687468.000000 Penalty: 35535.390625
Iteration 48Q: 18 clusters Score -4.168747e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 19374 members 
Mstep: Class 4 contains 4889 members 
Mstep: Class 5 contains 1258 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 9612 members 
Mstep: Class 8 contains 22426 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 9515 members 
Mstep: Class 11 contains 12853 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 7253 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 124999 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 18775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687468.000000 Penalty: 35535.390625
Iteration 49Q: 18 clusters Score -4.168747e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 10633 members 
Mstep: Class 3 contains 19471 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 1264 members 
Mstep: Class 6 contains 118132 members 
Mstep: Class 7 contains 9624 members 
Mstep: Class 8 contains 22464 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 9513 members 
Mstep: Class 11 contains 12855 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 7255 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 124534 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 18673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687480.000000 Penalty: 35535.390625
Iteration 50Q: 18 clusters Score -4.168748e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 19551 members 
Mstep: Class 4 contains 4954 members 
Mstep: Class 5 contains 1268 members 
Mstep: Class 6 contains 118360 members 
Mstep: Class 7 contains 9621 members 
Mstep: Class 8 contains 22489 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 9515 members 
Mstep: Class 11 contains 12847 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 124103 members 
Mstep: Class 18 contains 7969 members 
Mstep: Class 19 contains 18556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687444.000000 Penalty: 35535.390625
Iteration 51Q: 18 clusters Score -4.168744e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 10780 members 
Mstep: Class 3 contains 19638 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 118612 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 22499 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 9508 members 
Mstep: Class 11 contains 12834 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7278 members 
Mstep: Class 15 contains 1261 members 
Mstep: Class 16 contains 123646 members 
Mstep: Class 18 contains 8048 members 
Mstep: Class 19 contains 18467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687396.000000 Penalty: 35535.390625
Iteration 52Q: 18 clusters Score -4.16874e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 10850 members 
Mstep: Class 3 contains 19717 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 1279 members 
Mstep: Class 6 contains 118812 members 
Mstep: Class 7 contains 9595 members 
Mstep: Class 8 contains 22518 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 12836 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7290 members 
Mstep: Class 15 contains 1260 members 
Mstep: Class 16 contains 123220 members 
Mstep: Class 18 contains 8118 members 
Mstep: Class 19 contains 18399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687292.000000 Penalty: 35535.390625
Iteration 53Q: 18 clusters Score -4.168729e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 10906 members 
Mstep: Class 3 contains 19797 members 
Mstep: Class 4 contains 5033 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 118925 members 
Mstep: Class 7 contains 9588 members 
Mstep: Class 8 contains 22534 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 12848 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7307 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 122828 members 
Mstep: Class 18 contains 8197 members 
Mstep: Class 19 contains 18356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687436.000000 Penalty: 35535.390625
Iteration 54Q: 18 clusters Score -4.168744e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 10962 members 
Mstep: Class 3 contains 19861 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 119031 members 
Mstep: Class 7 contains 9565 members 
Mstep: Class 8 contains 22542 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 12850 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7323 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 122473 members 
Mstep: Class 18 contains 8283 members 
Mstep: Class 19 contains 18320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687576.000000 Penalty: 35535.390625
Iteration 55Q: 18 clusters Score -4.168758e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 11024 members 
Mstep: Class 3 contains 19938 members 
Mstep: Class 4 contains 5069 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 6 contains 119108 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 22550 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 11 contains 12853 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7339 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 122124 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 18302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687756.000000 Penalty: 35535.390625
Iteration 56Q: 18 clusters Score -4.168776e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 11081 members 
Mstep: Class 3 contains 19995 members 
Mstep: Class 4 contains 5090 members 
Mstep: Class 5 contains 1306 members 
Mstep: Class 6 contains 119188 members 
Mstep: Class 7 contains 9489 members 
Mstep: Class 8 contains 22553 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 9522 members 
Mstep: Class 11 contains 12841 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 121798 members 
Mstep: Class 18 contains 8488 members 
Mstep: Class 19 contains 18270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687772.000000 Penalty: 35535.390625
Iteration 57Q: 18 clusters Score -4.168777e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 11134 members 
Mstep: Class 3 contains 20047 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 6 contains 119268 members 
Mstep: Class 7 contains 9482 members 
Mstep: Class 8 contains 22558 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 12831 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7363 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 121461 members 
Mstep: Class 18 contains 8590 members 
Mstep: Class 19 contains 18243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687816.000000 Penalty: 35535.390625
Iteration 58Q: 18 clusters Score -4.168782e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 11177 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 119353 members 
Mstep: Class 7 contains 9466 members 
Mstep: Class 8 contains 22558 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 12820 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 121171 members 
Mstep: Class 18 contains 8686 members 
Mstep: Class 19 contains 18223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688056.000000 Penalty: 35535.390625
Iteration 59Q: 18 clusters Score -4.168806e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 11209 members 
Mstep: Class 3 contains 20109 members 
Mstep: Class 4 contains 5144 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 119390 members 
Mstep: Class 7 contains 9450 members 
Mstep: Class 8 contains 22551 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 12811 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7396 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 120925 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 18221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688020.000000 Penalty: 35535.390625
Iteration 60F: 18 clusters Score -4.168802e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 20142 members 
Mstep: Class 4 contains 5158 members 
Mstep: Class 5 contains 1347 members 
Mstep: Class 6 contains 119402 members 
Mstep: Class 7 contains 9439 members 
Mstep: Class 8 contains 22538 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 12816 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7409 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 120701 members 
Mstep: Class 18 contains 8890 members 
Mstep: Class 19 contains 18245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688052.000000 Penalty: 35535.390625
Iteration 61Q: 18 clusters Score -4.168805e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 20168 members 
Mstep: Class 4 contains 5175 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 119375 members 
Mstep: Class 7 contains 9429 members 
Mstep: Class 8 contains 22523 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 12816 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7421 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 120506 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688116.000000 Penalty: 35535.390625
Iteration 62Q: 18 clusters Score -4.168812e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 20186 members 
Mstep: Class 4 contains 5185 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 119359 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 22506 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 9557 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7432 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 120329 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 18271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688160.000000 Penalty: 35535.390625
Iteration 63Q: 18 clusters Score -4.168816e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 11369 members 
Mstep: Class 3 contains 20215 members 
Mstep: Class 4 contains 5198 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 119294 members 
Mstep: Class 7 contains 9447 members 
Mstep: Class 8 contains 22496 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 12811 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7440 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 120178 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688096.000000 Penalty: 35535.390625
Iteration 64Q: 18 clusters Score -4.16881e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 20234 members 
Mstep: Class 4 contains 5206 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 119230 members 
Mstep: Class 7 contains 9453 members 
Mstep: Class 8 contains 22491 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 11 contains 12813 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 120023 members 
Mstep: Class 18 contains 9363 members 
Mstep: Class 19 contains 18288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687952.000000 Penalty: 35535.390625
Iteration 65Q: 18 clusters Score -4.168795e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 11428 members 
Mstep: Class 3 contains 20260 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 6 contains 119145 members 
Mstep: Class 7 contains 9448 members 
Mstep: Class 8 contains 22475 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 12808 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7453 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 119893 members 
Mstep: Class 18 contains 9516 members 
Mstep: Class 19 contains 18294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687944.000000 Penalty: 35535.390625
Iteration 66Q: 18 clusters Score -4.168794e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 20293 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 119059 members 
Mstep: Class 7 contains 9444 members 
Mstep: Class 8 contains 22466 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 12803 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 7452 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 119759 members 
Mstep: Class 18 contains 9685 members 
Mstep: Class 19 contains 18286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688088.000000 Penalty: 35535.390625
Iteration 67Q: 18 clusters Score -4.168809e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 20316 members 
Mstep: Class 4 contains 5218 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 118946 members 
Mstep: Class 7 contains 9455 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 12806 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 119632 members 
Mstep: Class 18 contains 9871 members 
Mstep: Class 19 contains 18282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688104.000000 Penalty: 35535.390625
Iteration 68Q: 18 clusters Score -4.16881e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 11512 members 
Mstep: Class 3 contains 20340 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 118834 members 
Mstep: Class 7 contains 9456 members 
Mstep: Class 8 contains 22434 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9539 members 
Mstep: Class 11 contains 12807 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7462 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 119525 members 
Mstep: Class 18 contains 10021 members 
Mstep: Class 19 contains 18278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687996.000000 Penalty: 35535.390625
Iteration 69Q: 18 clusters Score -4.1688e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 20370 members 
Mstep: Class 4 contains 5238 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 118700 members 
Mstep: Class 7 contains 9467 members 
Mstep: Class 8 contains 22417 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9541 members 
Mstep: Class 11 contains 12802 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7463 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 119422 members 
Mstep: Class 18 contains 10189 members 
Mstep: Class 19 contains 18286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687936.000000 Penalty: 35535.390625
Iteration 70Q: 18 clusters Score -4.168794e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 11567 members 
Mstep: Class 3 contains 20405 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 118575 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 22393 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9539 members 
Mstep: Class 11 contains 12804 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7466 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 119353 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 18293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687972.000000 Penalty: 35535.390625
Iteration 71Q: 18 clusters Score -4.168797e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 11597 members 
Mstep: Class 3 contains 20438 members 
Mstep: Class 4 contains 5250 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 118426 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 22368 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 12806 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 7468 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 119281 members 
Mstep: Class 18 contains 10485 members 
Mstep: Class 19 contains 18309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688008.000000 Penalty: 35535.390625
Iteration 72Q: 18 clusters Score -4.168801e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 11616 members 
Mstep: Class 3 contains 20468 members 
Mstep: Class 4 contains 5254 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 118296 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 22336 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 12804 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 119212 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 19 contains 18303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687996.000000 Penalty: 35535.390625
Iteration 73Q: 18 clusters Score -4.1688e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 11639 members 
Mstep: Class 3 contains 20503 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 118159 members 
Mstep: Class 7 contains 9457 members 
Mstep: Class 8 contains 22309 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 12805 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7478 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 119163 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 18286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687992.000000 Penalty: 35535.390625
Iteration 74Q: 18 clusters Score -4.168799e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 11663 members 
Mstep: Class 3 contains 20536 members 
Mstep: Class 4 contains 5263 members 
Mstep: Class 5 contains 1391 members 
Mstep: Class 6 contains 118040 members 
Mstep: Class 7 contains 9447 members 
Mstep: Class 8 contains 22269 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 12804 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 119106 members 
Mstep: Class 18 contains 10986 members 
Mstep: Class 19 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687944.000000 Penalty: 35535.390625
Iteration 75Q: 18 clusters Score -4.168794e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 11687 members 
Mstep: Class 3 contains 20568 members 
Mstep: Class 4 contains 5266 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 117914 members 
Mstep: Class 7 contains 9445 members 
Mstep: Class 8 contains 22243 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 12809 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7484 members 
Mstep: Class 15 contains 1236 members 
Mstep: Class 16 contains 118997 members 
Mstep: Class 18 contains 11186 members 
Mstep: Class 19 contains 18254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687908.000000 Penalty: 35535.390625
Iteration 76Q: 18 clusters Score -4.168791e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 11707 members 
Mstep: Class 3 contains 20602 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 117777 members 
Mstep: Class 7 contains 9447 members 
Mstep: Class 8 contains 22205 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 12809 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7495 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 118894 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 18241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687992.000000 Penalty: 35535.390625
Iteration 77Q: 18 clusters Score -4.168799e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 11718 members 
Mstep: Class 3 contains 20636 members 
Mstep: Class 4 contains 5266 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 117628 members 
Mstep: Class 7 contains 9452 members 
Mstep: Class 8 contains 22173 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 11 contains 12813 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7501 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 118821 members 
Mstep: Class 18 contains 11620 members 
Mstep: Class 19 contains 18216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687900.000000 Penalty: 35535.390625
Iteration 78Q: 18 clusters Score -4.16879e+07 nChanged 579
Entering ConstructFrom: 
Score: -41687900.000000 Penalty: 35535.390625
Entering ConstructFrom: 
Trying to split cluster 1 (17159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Entering Unmasked Estep 
Score: -1919949.125000 Penalty: 1584.420288
	Iteration 0F: 2 clusters Score -1919949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1908093.625000 Penalty: 3168.840576
	Iteration 0F: 3 clusters Score -1908094 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1912335.625000 Penalty: 3168.840576
	Iteration 1F: 3 clusters Score -1912336 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1912632.750000 Penalty: 3168.840576
	Iteration 2F: 3 clusters Score -1912633 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1912964.500000 Penalty: 3168.840576
	Iteration 3Q: 3 clusters Score -1912964 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1913434.500000 Penalty: 3168.840576
	Iteration 4Q: 3 clusters Score -1913434 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1914262.750000 Penalty: 3168.840576
	Iteration 5F: 3 clusters Score -1914263 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1915398.250000 Penalty: 3168.840576
	Iteration 6F: 3 clusters Score -1915398 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1916610.625000 Penalty: 3168.840576
	Iteration 7F: 3 clusters Score -1916611 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1917693.625000 Penalty: 3168.840576
	Iteration 8F: 3 clusters Score -1917694 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1918670.500000 Penalty: 3168.840576
	Iteration 9F: 3 clusters Score -1918670 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1919458.375000 Penalty: 3168.840576
	Iteration 10Q: 3 clusters Score -1919458 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1920148.500000 Penalty: 3168.840576
	Iteration 11Q: 3 clusters Score -1920148 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1920484.750000 Penalty: 3168.840576
	Iteration 12Q: 3 clusters Score -1920485 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1920650.375000 Penalty: 3168.840576
	Iteration 13Q: 3 clusters Score -1920650 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1920747.375000 Penalty: 3168.840576
	Iteration 14Q: 3 clusters Score -1920747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1920788.625000 Penalty: 3168.840576
	Iteration 15Q: 3 clusters Score -1920789 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1920799.875000 Penalty: 3168.840576
	Iteration 16Q: 3 clusters Score -1920800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1920809.500000 Penalty: 3168.840576
	Iteration 17Q: 3 clusters Score -1920810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1920811.500000 Penalty: 3168.840576
	Iteration 18Q: 3 clusters Score -1920812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1920813.000000 Penalty: 3168.840576
	Iteration 19Q: 3 clusters Score -1920813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1920809.750000 Penalty: 3168.840576
	Iteration 20F: 3 clusters Score -1920810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1920811.250000 Penalty: 3168.840576
	Iteration 21Q: 3 clusters Score -1920811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1920812.125000 Penalty: 3168.840576
	Iteration 22Q: 3 clusters Score -1920812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1920812.125000 Penalty: 3168.840576
	Iteration 23F: 3 clusters Score -1920812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 20667 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 1393 members 
Mstep: Class 6 contains 117478 members 
Mstep: Class 7 contains 9450 members 
Mstep: Class 8 contains 22142 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 12813 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 15230 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 118736 members 
Mstep: Class 18 contains 11850 members 
Mstep: Class 19 contains 18182 members 
Entering Unmasked Estep 
Score: -41688372.000000 Penalty: 37625.707031
Splitting cluster 1 changes total score from -41687900.000000 to -41688372.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (11737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Entering Unmasked Estep 
Score: -1328956.375000 Penalty: 1522.706543
	Iteration 0F: 2 clusters Score -1328956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1320644.250000 Penalty: 3045.413086
	Iteration 0F: 3 clusters Score -1320644 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1323386.250000 Penalty: 3045.413086
	Iteration 1F: 3 clusters Score -1323386 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1323663.750000 Penalty: 3045.413086
	Iteration 2F: 3 clusters Score -1323664 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1323978.625000 Penalty: 3045.413086
	Iteration 3F: 3 clusters Score -1323979 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1324429.875000 Penalty: 3045.413086
	Iteration 4F: 3 clusters Score -1324430 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1325018.625000 Penalty: 3045.413086
	Iteration 5F: 3 clusters Score -1325019 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1325665.625000 Penalty: 3045.413086
	Iteration 6F: 3 clusters Score -1325666 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1326295.375000 Penalty: 3045.413086
	Iteration 7F: 3 clusters Score -1326295 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1326814.000000 Penalty: 3045.413086
	Iteration 8F: 3 clusters Score -1326814 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1327217.750000 Penalty: 3045.413086
	Iteration 9Q: 3 clusters Score -1327218 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1327484.500000 Penalty: 3045.413086
	Iteration 10Q: 3 clusters Score -1327484 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1327683.250000 Penalty: 3045.413086
	Iteration 11Q: 3 clusters Score -1327683 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1327875.625000 Penalty: 3045.413086
	Iteration 12Q: 3 clusters Score -1327876 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1328009.750000 Penalty: 3045.413086
	Iteration 13Q: 3 clusters Score -1328010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1328084.000000 Penalty: 3045.413086
	Iteration 14Q: 3 clusters Score -1328084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1328128.250000 Penalty: 3045.413086
	Iteration 15Q: 3 clusters Score -1328128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1328147.000000 Penalty: 3045.413086
	Iteration 16Q: 3 clusters Score -1328147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1328161.750000 Penalty: 3045.413086
	Iteration 17Q: 3 clusters Score -1328162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1328170.125000 Penalty: 3045.413086
	Iteration 18Q: 3 clusters Score -1328170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1328178.250000 Penalty: 3045.413086
	Iteration 19Q: 3 clusters Score -1328178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1328188.000000 Penalty: 3045.413086
	Iteration 20F: 3 clusters Score -1328188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1328191.250000 Penalty: 3045.413086
	Iteration 21Q: 3 clusters Score -1328191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1328196.375000 Penalty: 3045.413086
	Iteration 22Q: 3 clusters Score -1328196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1328198.250000 Penalty: 3045.413086
	Iteration 23Q: 3 clusters Score -1328198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1328196.500000 Penalty: 3045.413086
	Iteration 24Q: 3 clusters Score -1328196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1328200.125000 Penalty: 3045.413086
	Iteration 25Q: 3 clusters Score -1328200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1328200.375000 Penalty: 3045.413086
	Iteration 26Q: 3 clusters Score -1328200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1328200.375000 Penalty: 3045.413086
	Iteration 27F: 3 clusters Score -1328200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Entering Unmasked Estep 
Score: -2332113.000000 Penalty: 1614.647705
	Iteration 0F: 2 clusters Score -2332113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2318095.250000 Penalty: 3229.295410
	Iteration 0F: 3 clusters Score -2318095 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2323296.500000 Penalty: 3229.295410
	Iteration 1F: 3 clusters Score -2323296 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2323719.500000 Penalty: 3229.295410
	Iteration 2F: 3 clusters Score -2323720 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2324110.750000 Penalty: 3229.295410
	Iteration 3Q: 3 clusters Score -2324111 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2324528.750000 Penalty: 3229.295410
	Iteration 4Q: 3 clusters Score -2324529 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2324953.250000 Penalty: 3229.295410
	Iteration 5Q: 3 clusters Score -2324953 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2325435.000000 Penalty: 3229.295410
	Iteration 6Q: 3 clusters Score -2325435 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2326021.500000 Penalty: 3229.295410
	Iteration 7Q: 3 clusters Score -2326022 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2326670.750000 Penalty: 3229.295410
	Iteration 8F: 3 clusters Score -2326671 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2327341.750000 Penalty: 3229.295410
	Iteration 9F: 3 clusters Score -2327342 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2327901.750000 Penalty: 3229.295410
	Iteration 10Q: 3 clusters Score -2327902 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2328200.250000 Penalty: 3229.295410
	Iteration 11Q: 3 clusters Score -2328200 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2328365.000000 Penalty: 3229.295410
	Iteration 12Q: 3 clusters Score -2328365 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2328462.500000 Penalty: 3229.295410
	Iteration 13Q: 3 clusters Score -2328462 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2328522.250000 Penalty: 3229.295410
	Iteration 14Q: 3 clusters Score -2328522 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2328568.000000 Penalty: 3229.295410
	Iteration 15Q: 3 clusters Score -2328568 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2328608.250000 Penalty: 3229.295410
	Iteration 16Q: 3 clusters Score -2328608 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2328649.000000 Penalty: 3229.295410
	Iteration 17Q: 3 clusters Score -2328649 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2328682.250000 Penalty: 3229.295410
	Iteration 18Q: 3 clusters Score -2328682 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2328711.000000 Penalty: 3229.295410
	Iteration 19Q: 3 clusters Score -2328711 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2328740.500000 Penalty: 3229.295410
	Iteration 20F: 3 clusters Score -2328740 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2328748.500000 Penalty: 3229.295410
	Iteration 21Q: 3 clusters Score -2328748 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2328770.750000 Penalty: 3229.295410
	Iteration 22Q: 3 clusters Score -2328771 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2328782.500000 Penalty: 3229.295410
	Iteration 23Q: 3 clusters Score -2328782 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2328803.250000 Penalty: 3229.295410
	Iteration 24Q: 3 clusters Score -2328803 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2328825.000000 Penalty: 3229.295410
	Iteration 25Q: 3 clusters Score -2328825 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2328841.750000 Penalty: 3229.295410
	Iteration 26Q: 3 clusters Score -2328842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2328850.250000 Penalty: 3229.295410
	Iteration 27Q: 3 clusters Score -2328850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2328858.250000 Penalty: 3229.295410
	Iteration 28Q: 3 clusters Score -2328858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2328865.750000 Penalty: 3229.295410
	Iteration 29Q: 3 clusters Score -2328866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2328874.000000 Penalty: 3229.295410
	Iteration 30Q: 3 clusters Score -2328874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2328877.500000 Penalty: 3229.295410
	Iteration 31Q: 3 clusters Score -2328878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2328883.250000 Penalty: 3229.295410
	Iteration 32Q: 3 clusters Score -2328883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2328882.750000 Penalty: 3229.295410
	Iteration 33Q: 3 clusters Score -2328883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2328882.000000 Penalty: 3229.295410
	Iteration 34Q: 3 clusters Score -2328882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2328883.000000 Penalty: 3229.295410
	Iteration 35Q: 3 clusters Score -2328883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2328889.500000 Penalty: 3229.295410
	Iteration 36Q: 3 clusters Score -2328890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2328891.500000 Penalty: 3229.295410
	Iteration 37Q: 3 clusters Score -2328892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2328893.750000 Penalty: 3229.295410
	Iteration 38Q: 3 clusters Score -2328894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2328899.750000 Penalty: 3229.295410
	Iteration 39Q: 3 clusters Score -2328900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2328901.250000 Penalty: 3229.295410
	Iteration 40F: 3 clusters Score -2328901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2328913.000000 Penalty: 3229.295410
	Iteration 41Q: 3 clusters Score -2328913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2328910.500000 Penalty: 3229.295410
	Iteration 42Q: 3 clusters Score -2328910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2328916.000000 Penalty: 3229.295410
	Iteration 43Q: 3 clusters Score -2328916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2328917.250000 Penalty: 3229.295410
	Iteration 44Q: 3 clusters Score -2328917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2328920.500000 Penalty: 3229.295410
	Iteration 45Q: 3 clusters Score -2328920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2328932.750000 Penalty: 3229.295410
	Iteration 46Q: 3 clusters Score -2328933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2328930.750000 Penalty: 3229.295410
	Iteration 47Q: 3 clusters Score -2328931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2328933.750000 Penalty: 3229.295410
	Iteration 48Q: 3 clusters Score -2328934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2328932.000000 Penalty: 3229.295410
	Iteration 49Q: 3 clusters Score -2328932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2328939.000000 Penalty: 3229.295410
	Iteration 50Q: 3 clusters Score -2328939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2328942.750000 Penalty: 3229.295410
	Iteration 51Q: 3 clusters Score -2328943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2328946.500000 Penalty: 3229.295410
	Iteration 52Q: 3 clusters Score -2328946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2328952.500000 Penalty: 3229.295410
	Iteration 53Q: 3 clusters Score -2328952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2328956.750000 Penalty: 3229.295410
	Iteration 54Q: 3 clusters Score -2328957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2328957.750000 Penalty: 3229.295410
	Iteration 55Q: 3 clusters Score -2328958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2328962.750000 Penalty: 3229.295410
	Iteration 56Q: 3 clusters Score -2328963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2328963.500000 Penalty: 3229.295410
	Iteration 57Q: 3 clusters Score -2328964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2328966.500000 Penalty: 3229.295410
	Iteration 58Q: 3 clusters Score -2328966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2328963.250000 Penalty: 3229.295410
	Iteration 59Q: 3 clusters Score -2328963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2328972.500000 Penalty: 3229.295410
	Iteration 60F: 3 clusters Score -2328972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2328969.500000 Penalty: 3229.295410
	Iteration 61Q: 3 clusters Score -2328970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2328966.500000 Penalty: 3229.295410
	Iteration 62Q: 3 clusters Score -2328966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2328974.500000 Penalty: 3229.295410
	Iteration 63Q: 3 clusters Score -2328974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2328973.500000 Penalty: 3229.295410
	Iteration 64Q: 3 clusters Score -2328974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2328977.750000 Penalty: 3229.295410
	Iteration 65Q: 3 clusters Score -2328978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2328978.750000 Penalty: 3229.295410
	Iteration 66Q: 3 clusters Score -2328979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2328976.250000 Penalty: 3229.295410
	Iteration 67Q: 3 clusters Score -2328976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2328974.000000 Penalty: 3229.295410
	Iteration 68Q: 3 clusters Score -2328974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2328980.000000 Penalty: 3229.295410
	Iteration 69Q: 3 clusters Score -2328980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2328976.750000 Penalty: 3229.295410
	Iteration 70Q: 3 clusters Score -2328977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2328978.250000 Penalty: 3229.295410
	Iteration 71Q: 3 clusters Score -2328978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2328986.750000 Penalty: 3229.295410
	Iteration 72Q: 3 clusters Score -2328987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2328987.000000 Penalty: 3229.295410
	Iteration 73Q: 3 clusters Score -2328987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2328983.500000 Penalty: 3229.295410
	Iteration 74Q: 3 clusters Score -2328984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2328986.000000 Penalty: 3229.295410
	Iteration 75Q: 3 clusters Score -2328986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2328991.500000 Penalty: 3229.295410
	Iteration 76Q: 3 clusters Score -2328992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2328993.250000 Penalty: 3229.295410
	Iteration 77Q: 3 clusters Score -2328993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2328989.250000 Penalty: 3229.295410
	Iteration 78Q: 3 clusters Score -2328989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2328991.500000 Penalty: 3229.295410
	Iteration 79Q: 3 clusters Score -2328992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2328994.000000 Penalty: 3229.295410
	Iteration 80F: 3 clusters Score -2328994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2328995.000000 Penalty: 3229.295410
	Iteration 81Q: 3 clusters Score -2328995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2328989.750000 Penalty: 3229.295410
	Iteration 82Q: 3 clusters Score -2328990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2328996.250000 Penalty: 3229.295410
	Iteration 83Q: 3 clusters Score -2328996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2329001.500000 Penalty: 3229.295410
	Iteration 84Q: 3 clusters Score -2329002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2329005.000000 Penalty: 3229.295410
	Iteration 85Q: 3 clusters Score -2329005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2329005.000000 Penalty: 3229.295410
	Iteration 86Q: 3 clusters Score -2329005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2329006.500000 Penalty: 3229.295410
	Iteration 87Q: 3 clusters Score -2329006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2329016.000000 Penalty: 3229.295410
	Iteration 88Q: 3 clusters Score -2329016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2329011.750000 Penalty: 3229.295410
	Iteration 89Q: 3 clusters Score -2329012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2329026.000000 Penalty: 3229.295410
	Iteration 90Q: 3 clusters Score -2329026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2329027.500000 Penalty: 3229.295410
	Iteration 91Q: 3 clusters Score -2329028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2329030.250000 Penalty: 3229.295410
	Iteration 92Q: 3 clusters Score -2329030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2329030.750000 Penalty: 3229.295410
	Iteration 93Q: 3 clusters Score -2329031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2329050.500000 Penalty: 3229.295410
	Iteration 94Q: 3 clusters Score -2329050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2329063.250000 Penalty: 3229.295410
	Iteration 95Q: 3 clusters Score -2329063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2329072.000000 Penalty: 3229.295410
	Iteration 96Q: 3 clusters Score -2329072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2329069.250000 Penalty: 3229.295410
	Iteration 97Q: 3 clusters Score -2329069 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2329084.750000 Penalty: 3229.295410
	Iteration 98Q: 3 clusters Score -2329085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2329090.750000 Penalty: 3229.295410
	Iteration 99Q: 3 clusters Score -2329091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2329090.250000 Penalty: 3229.295410
	Iteration 100F: 3 clusters Score -2329090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2329101.500000 Penalty: 3229.295410
	Iteration 101Q: 3 clusters Score -2329102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2329101.250000 Penalty: 3229.295410
	Iteration 102Q: 3 clusters Score -2329101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2329112.000000 Penalty: 3229.295410
	Iteration 103Q: 3 clusters Score -2329112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2329110.250000 Penalty: 3229.295410
	Iteration 104Q: 3 clusters Score -2329110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2329116.500000 Penalty: 3229.295410
	Iteration 105Q: 3 clusters Score -2329116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2329121.250000 Penalty: 3229.295410
	Iteration 106Q: 3 clusters Score -2329121 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2329120.750000 Penalty: 3229.295410
	Iteration 107Q: 3 clusters Score -2329121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2329132.750000 Penalty: 3229.295410
	Iteration 108Q: 3 clusters Score -2329133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2329134.500000 Penalty: 3229.295410
	Iteration 109Q: 3 clusters Score -2329134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2329138.500000 Penalty: 3229.295410
	Iteration 110Q: 3 clusters Score -2329138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2329147.500000 Penalty: 3229.295410
	Iteration 111Q: 3 clusters Score -2329148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2329153.250000 Penalty: 3229.295410
	Iteration 112Q: 3 clusters Score -2329153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2329161.250000 Penalty: 3229.295410
	Iteration 113Q: 3 clusters Score -2329161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2329165.500000 Penalty: 3229.295410
	Iteration 114Q: 3 clusters Score -2329166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2329168.750000 Penalty: 3229.295410
	Iteration 115Q: 3 clusters Score -2329169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2329175.000000 Penalty: 3229.295410
	Iteration 116Q: 3 clusters Score -2329175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2329172.000000 Penalty: 3229.295410
	Iteration 117Q: 3 clusters Score -2329172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2329179.500000 Penalty: 3229.295410
	Iteration 118Q: 3 clusters Score -2329180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2329185.250000 Penalty: 3229.295410
	Iteration 119Q: 3 clusters Score -2329185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2329178.750000 Penalty: 3229.295410
	Iteration 120F: 3 clusters Score -2329179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2329183.500000 Penalty: 3229.295410
	Iteration 121Q: 3 clusters Score -2329184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2329196.250000 Penalty: 3229.295410
	Iteration 122Q: 3 clusters Score -2329196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2329203.250000 Penalty: 3229.295410
	Iteration 123Q: 3 clusters Score -2329203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2329217.000000 Penalty: 3229.295410
	Iteration 124Q: 3 clusters Score -2329217 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2329228.750000 Penalty: 3229.295410
	Iteration 125Q: 3 clusters Score -2329229 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2329229.000000 Penalty: 3229.295410
	Iteration 126Q: 3 clusters Score -2329229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2329235.250000 Penalty: 3229.295410
	Iteration 127Q: 3 clusters Score -2329235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2329240.500000 Penalty: 3229.295410
	Iteration 128Q: 3 clusters Score -2329240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2329244.500000 Penalty: 3229.295410
	Iteration 129Q: 3 clusters Score -2329244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2329248.500000 Penalty: 3229.295410
	Iteration 130Q: 3 clusters Score -2329248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2329261.250000 Penalty: 3229.295410
	Iteration 131Q: 3 clusters Score -2329261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2329277.750000 Penalty: 3229.295410
	Iteration 132Q: 3 clusters Score -2329278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2329286.500000 Penalty: 3229.295410
	Iteration 133Q: 3 clusters Score -2329286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2329296.500000 Penalty: 3229.295410
	Iteration 134Q: 3 clusters Score -2329296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2329318.000000 Penalty: 3229.295410
	Iteration 135Q: 3 clusters Score -2329318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2329318.250000 Penalty: 3229.295410
	Iteration 136Q: 3 clusters Score -2329318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2329327.000000 Penalty: 3229.295410
	Iteration 137Q: 3 clusters Score -2329327 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2329339.000000 Penalty: 3229.295410
	Iteration 138Q: 3 clusters Score -2329339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2329352.500000 Penalty: 3229.295410
	Iteration 139Q: 3 clusters Score -2329352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2329368.750000 Penalty: 3229.295410
	Iteration 140F: 3 clusters Score -2329369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2329385.500000 Penalty: 3229.295410
	Iteration 141Q: 3 clusters Score -2329386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2329395.750000 Penalty: 3229.295410
	Iteration 142Q: 3 clusters Score -2329396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2329402.750000 Penalty: 3229.295410
	Iteration 143Q: 3 clusters Score -2329403 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2329422.750000 Penalty: 3229.295410
	Iteration 144Q: 3 clusters Score -2329423 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2329434.000000 Penalty: 3229.295410
	Iteration 145Q: 3 clusters Score -2329434 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2329460.000000 Penalty: 3229.295410
	Iteration 146Q: 3 clusters Score -2329460 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2329492.000000 Penalty: 3229.295410
	Iteration 147Q: 3 clusters Score -2329492 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2329517.500000 Penalty: 3229.295410
	Iteration 148Q: 3 clusters Score -2329518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2329547.750000 Penalty: 3229.295410
	Iteration 149Q: 3 clusters Score -2329548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2329575.250000 Penalty: 3229.295410
	Iteration 150Q: 3 clusters Score -2329575 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2329609.500000 Penalty: 3229.295410
	Iteration 151Q: 3 clusters Score -2329610 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2329650.500000 Penalty: 3229.295410
	Iteration 152Q: 3 clusters Score -2329650 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2329683.000000 Penalty: 3229.295410
	Iteration 153Q: 3 clusters Score -2329683 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2329725.750000 Penalty: 3229.295410
	Iteration 154Q: 3 clusters Score -2329726 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2329747.750000 Penalty: 3229.295410
	Iteration 155Q: 3 clusters Score -2329748 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2329784.500000 Penalty: 3229.295410
	Iteration 156Q: 3 clusters Score -2329784 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2329818.750000 Penalty: 3229.295410
	Iteration 157Q: 3 clusters Score -2329819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2329860.500000 Penalty: 3229.295410
	Iteration 158Q: 3 clusters Score -2329860 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2329889.500000 Penalty: 3229.295410
	Iteration 159Q: 3 clusters Score -2329890 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2329920.250000 Penalty: 3229.295410
	Iteration 160F: 3 clusters Score -2329920 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2329965.750000 Penalty: 3229.295410
	Iteration 161Q: 3 clusters Score -2329966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2330012.000000 Penalty: 3229.295410
	Iteration 162Q: 3 clusters Score -2330012 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2330061.500000 Penalty: 3229.295410
	Iteration 163Q: 3 clusters Score -2330062 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2330101.000000 Penalty: 3229.295410
	Iteration 164Q: 3 clusters Score -2330101 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2330149.000000 Penalty: 3229.295410
	Iteration 165Q: 3 clusters Score -2330149 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2330182.250000 Penalty: 3229.295410
	Iteration 166Q: 3 clusters Score -2330182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2330224.000000 Penalty: 3229.295410
	Iteration 167Q: 3 clusters Score -2330224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2330250.250000 Penalty: 3229.295410
	Iteration 168Q: 3 clusters Score -2330250 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2330296.000000 Penalty: 3229.295410
	Iteration 169Q: 3 clusters Score -2330296 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2330337.000000 Penalty: 3229.295410
	Iteration 170Q: 3 clusters Score -2330337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2330371.500000 Penalty: 3229.295410
	Iteration 171Q: 3 clusters Score -2330372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2330401.000000 Penalty: 3229.295410
	Iteration 172Q: 3 clusters Score -2330401 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2330426.500000 Penalty: 3229.295410
	Iteration 173Q: 3 clusters Score -2330426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2330453.500000 Penalty: 3229.295410
	Iteration 174Q: 3 clusters Score -2330454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2330478.500000 Penalty: 3229.295410
	Iteration 175Q: 3 clusters Score -2330478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2330514.250000 Penalty: 3229.295410
	Iteration 176Q: 3 clusters Score -2330514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2330541.750000 Penalty: 3229.295410
	Iteration 177Q: 3 clusters Score -2330542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2330568.000000 Penalty: 3229.295410
	Iteration 178Q: 3 clusters Score -2330568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2330587.750000 Penalty: 3229.295410
	Iteration 179Q: 3 clusters Score -2330588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2330616.250000 Penalty: 3229.295410
	Iteration 180F: 3 clusters Score -2330616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2330637.500000 Penalty: 3229.295410
	Iteration 181Q: 3 clusters Score -2330638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2330661.000000 Penalty: 3229.295410
	Iteration 182Q: 3 clusters Score -2330661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2330690.500000 Penalty: 3229.295410
	Iteration 183Q: 3 clusters Score -2330690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2330718.000000 Penalty: 3229.295410
	Iteration 184Q: 3 clusters Score -2330718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2330737.500000 Penalty: 3229.295410
	Iteration 185Q: 3 clusters Score -2330738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2330752.000000 Penalty: 3229.295410
	Iteration 186Q: 3 clusters Score -2330752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2330761.750000 Penalty: 3229.295410
	Iteration 187Q: 3 clusters Score -2330762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2330773.500000 Penalty: 3229.295410
	Iteration 188Q: 3 clusters Score -2330774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2330782.500000 Penalty: 3229.295410
	Iteration 189Q: 3 clusters Score -2330782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2330790.750000 Penalty: 3229.295410
	Iteration 190Q: 3 clusters Score -2330791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2330789.500000 Penalty: 3229.295410
	Iteration 191Q: 3 clusters Score -2330790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2330795.750000 Penalty: 3229.295410
	Iteration 192Q: 3 clusters Score -2330796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2330801.000000 Penalty: 3229.295410
	Iteration 193Q: 3 clusters Score -2330801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2330802.000000 Penalty: 3229.295410
	Iteration 194Q: 3 clusters Score -2330802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2330810.250000 Penalty: 3229.295410
	Iteration 195Q: 3 clusters Score -2330810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2330811.000000 Penalty: 3229.295410
	Iteration 196Q: 3 clusters Score -2330811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2330811.000000 Penalty: 3229.295410
	Iteration 197Q: 3 clusters Score -2330811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2330819.250000 Penalty: 3229.295410
	Iteration 198Q: 3 clusters Score -2330819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2330816.750000 Penalty: 3229.295410
	Iteration 199Q: 3 clusters Score -2330817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2330815.750000 Penalty: 3229.295410
	Iteration 200F: 3 clusters Score -2330816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2330817.000000 Penalty: 3229.295410
	Iteration 201Q: 3 clusters Score -2330817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2330817.000000 Penalty: 3229.295410
	Iteration 202F: 3 clusters Score -2330817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Entering Unmasked Estep 
Score: -531668.875000 Penalty: 1392.559448
	Iteration 0F: 2 clusters Score -531668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -527536.937500 Penalty: 2785.118896
	Iteration 0F: 3 clusters Score -527536.9 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -528936.062500 Penalty: 2785.118896
	Iteration 1F: 3 clusters Score -528936.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -529230.562500 Penalty: 2785.118896
	Iteration 2F: 3 clusters Score -529230.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -529457.812500 Penalty: 2785.118896
	Iteration 3F: 3 clusters Score -529457.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -529640.250000 Penalty: 2785.118896
	Iteration 4F: 3 clusters Score -529640.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -529812.187500 Penalty: 2785.118896
	Iteration 5Q: 3 clusters Score -529812.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -529975.250000 Penalty: 2785.118896
	Iteration 6Q: 3 clusters Score -529975.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -530128.687500 Penalty: 2785.118896
	Iteration 7Q: 3 clusters Score -530128.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -530281.312500 Penalty: 2785.118896
	Iteration 8Q: 3 clusters Score -530281.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -530434.875000 Penalty: 2785.118896
	Iteration 9Q: 3 clusters Score -530434.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -530557.125000 Penalty: 2785.118896
	Iteration 10Q: 3 clusters Score -530557.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -530641.812500 Penalty: 2785.118896
	Iteration 11Q: 3 clusters Score -530641.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -530702.062500 Penalty: 2785.118896
	Iteration 12Q: 3 clusters Score -530702.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -530753.250000 Penalty: 2785.118896
	Iteration 13Q: 3 clusters Score -530753.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -530785.250000 Penalty: 2785.118896
	Iteration 14Q: 3 clusters Score -530785.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -530809.562500 Penalty: 2785.118896
	Iteration 15Q: 3 clusters Score -530809.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -530832.937500 Penalty: 2785.118896
	Iteration 16Q: 3 clusters Score -530832.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -530849.875000 Penalty: 2785.118896
	Iteration 17Q: 3 clusters Score -530849.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -530866.625000 Penalty: 2785.118896
	Iteration 18Q: 3 clusters Score -530866.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -530878.062500 Penalty: 2785.118896
	Iteration 19Q: 3 clusters Score -530878.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -530891.312500 Penalty: 2785.118896
	Iteration 20F: 3 clusters Score -530891.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -530903.000000 Penalty: 2785.118896
	Iteration 21Q: 3 clusters Score -530903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -530913.875000 Penalty: 2785.118896
	Iteration 22Q: 3 clusters Score -530913.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -530922.562500 Penalty: 2785.118896
	Iteration 23Q: 3 clusters Score -530922.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -530927.562500 Penalty: 2785.118896
	Iteration 24Q: 3 clusters Score -530927.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -530931.125000 Penalty: 2785.118896
	Iteration 25Q: 3 clusters Score -530931.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -530935.500000 Penalty: 2785.118896
	Iteration 26Q: 3 clusters Score -530935.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -530941.687500 Penalty: 2785.118896
	Iteration 27Q: 3 clusters Score -530941.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -530945.812500 Penalty: 2785.118896
	Iteration 28Q: 3 clusters Score -530945.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -530947.937500 Penalty: 2785.118896
	Iteration 29Q: 3 clusters Score -530947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -530950.812500 Penalty: 2785.118896
	Iteration 30Q: 3 clusters Score -530950.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -530955.875000 Penalty: 2785.118896
	Iteration 31Q: 3 clusters Score -530955.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -530961.750000 Penalty: 2785.118896
	Iteration 32Q: 3 clusters Score -530961.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -530965.750000 Penalty: 2785.118896
	Iteration 33Q: 3 clusters Score -530965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -530970.125000 Penalty: 2785.118896
	Iteration 34Q: 3 clusters Score -530970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -530970.375000 Penalty: 2785.118896
	Iteration 35Q: 3 clusters Score -530970.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -530973.625000 Penalty: 2785.118896
	Iteration 36Q: 3 clusters Score -530973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -530974.625000 Penalty: 2785.118896
	Iteration 37Q: 3 clusters Score -530974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -530976.187500 Penalty: 2785.118896
	Iteration 38Q: 3 clusters Score -530976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -530976.062500 Penalty: 2785.118896
	Iteration 39Q: 3 clusters Score -530976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -530976.062500 Penalty: 2785.118896
	Iteration 40F: 3 clusters Score -530976.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -141297.359375 Penalty: 1176.372437
	Iteration 0F: 2 clusters Score -141297.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -139706.281250 Penalty: 2352.744873
	Iteration 0F: 3 clusters Score -139706.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140206.156250 Penalty: 2352.744873
	Iteration 1F: 3 clusters Score -140206.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -140473.796875 Penalty: 2352.744873
	Iteration 2F: 3 clusters Score -140473.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -140669.015625 Penalty: 2352.744873
	Iteration 3F: 3 clusters Score -140669 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -140800.390625 Penalty: 2352.744873
	Iteration 4F: 3 clusters Score -140800.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -140894.453125 Penalty: 2352.744873
	Iteration 5F: 3 clusters Score -140894.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -140938.765625 Penalty: 2352.744873
	Iteration 6Q: 3 clusters Score -140938.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -140967.875000 Penalty: 2352.744873
	Iteration 7Q: 3 clusters Score -140967.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -140979.406250 Penalty: 2352.744873
	Iteration 8Q: 3 clusters Score -140979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -140982.031250 Penalty: 2352.744873
	Iteration 9Q: 3 clusters Score -140982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -140982.031250 Penalty: 2352.744873
	Iteration 10F: 3 clusters Score -140982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (117478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117478 members 
Entering Unmasked Estep 
Score: -12912127.000000 Penalty: 1897.026001
	Iteration 0F: 2 clusters Score -1.291213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -12838819.000000 Penalty: 3794.052002
	Iteration 0F: 3 clusters Score -1.283882e+07 nChanged 56194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -12871757.000000 Penalty: 3794.052002
	Iteration 1F: 3 clusters Score -1.287176e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -12873086.000000 Penalty: 3794.052002
	Iteration 2Q: 3 clusters Score -1.287309e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -12875055.000000 Penalty: 3794.052002
	Iteration 3Q: 3 clusters Score -1.287506e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -12878315.000000 Penalty: 3794.052002
	Iteration 4F: 3 clusters Score -1.287832e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -12883627.000000 Penalty: 3794.052002
	Iteration 5F: 3 clusters Score -1.288363e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -12890888.000000 Penalty: 3794.052002
	Iteration 6F: 3 clusters Score -1.289089e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -12898185.000000 Penalty: 3794.052002
	Iteration 7F: 3 clusters Score -1.289818e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 109043 members 
Entering Unmasked Estep 
Score: -12904410.000000 Penalty: 3794.052002
	Iteration 8F: 3 clusters Score -1.290441e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 114214 members 
Entering Unmasked Estep 
Score: -12908347.000000 Penalty: 3794.052002
	Iteration 9Q: 3 clusters Score -1.290835e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
Score: -12909773.000000 Penalty: 3794.052002
	Iteration 10Q: 3 clusters Score -1.290977e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 117132 members 
Entering Unmasked Estep 
Score: -12910248.000000 Penalty: 3794.052002
	Iteration 11Q: 3 clusters Score -1.291025e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -12910343.000000 Penalty: 3794.052002
	Iteration 12Q: 3 clusters Score -1.291034e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 117330 members 
Entering Unmasked Estep 
Score: -12910396.000000 Penalty: 3794.052002
	Iteration 13Q: 3 clusters Score -1.29104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 117342 members 
Entering Unmasked Estep 
Score: -12910408.000000 Penalty: 3794.052002
	Iteration 14Q: 3 clusters Score -1.291041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117339 members 
Entering Unmasked Estep 
Score: -12910420.000000 Penalty: 3794.052002
	Iteration 15Q: 3 clusters Score -1.291042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 117340 members 
Entering Unmasked Estep 
Score: -12910417.000000 Penalty: 3794.052002
	Iteration 16Q: 3 clusters Score -1.291042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117343 members 
Entering Unmasked Estep 
Score: -12910435.000000 Penalty: 3794.052002
	Iteration 17Q: 3 clusters Score -1.291044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117343 members 
Entering Unmasked Estep 
Score: -12910435.000000 Penalty: 3794.052002
	Iteration 18F: 3 clusters Score -1.291044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Entering Unmasked Estep 
Score: -1003633.125000 Penalty: 1487.487671
	Iteration 0F: 2 clusters Score -1003633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -996734.750000 Penalty: 2974.975342
	Iteration 0F: 3 clusters Score -996734.8 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -999001.187500 Penalty: 2974.975342
	Iteration 1F: 3 clusters Score -999001.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -999453.312500 Penalty: 2974.975342
	Iteration 2F: 3 clusters Score -999453.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1000049.437500 Penalty: 2974.975342
	Iteration 3F: 3 clusters Score -1000049 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1000715.437500 Penalty: 2974.975342
	Iteration 4F: 3 clusters Score -1000715 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1001419.687500 Penalty: 2974.975342
	Iteration 5F: 3 clusters Score -1001420 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1001972.562500 Penalty: 2974.975342
	Iteration 6F: 3 clusters Score -1001973 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1002320.937500 Penalty: 2974.975342
	Iteration 7F: 3 clusters Score -1002321 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1002557.312500 Penalty: 2974.975342
	Iteration 8Q: 3 clusters Score -1002557 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1002712.187500 Penalty: 2974.975342
	Iteration 9Q: 3 clusters Score -1002712 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1002816.500000 Penalty: 2974.975342
	Iteration 10Q: 3 clusters Score -1002816 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1002895.187500 Penalty: 2974.975342
	Iteration 11Q: 3 clusters Score -1002895 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1002948.812500 Penalty: 2974.975342
	Iteration 12Q: 3 clusters Score -1002949 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1003004.500000 Penalty: 2974.975342
	Iteration 13Q: 3 clusters Score -1003004 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1003030.375000 Penalty: 2974.975342
	Iteration 14Q: 3 clusters Score -1003030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1003046.937500 Penalty: 2974.975342
	Iteration 15Q: 3 clusters Score -1003047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1003061.500000 Penalty: 2974.975342
	Iteration 16Q: 3 clusters Score -1003062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1003066.625000 Penalty: 2974.975342
	Iteration 17Q: 3 clusters Score -1003067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1003072.875000 Penalty: 2974.975342
	Iteration 18Q: 3 clusters Score -1003073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1003079.625000 Penalty: 2974.975342
	Iteration 19Q: 3 clusters Score -1003080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1003083.687500 Penalty: 2974.975342
	Iteration 20F: 3 clusters Score -1003084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1003089.875000 Penalty: 2974.975342
	Iteration 21Q: 3 clusters Score -1003090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1003092.000000 Penalty: 2974.975342
	Iteration 22Q: 3 clusters Score -1003092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1003092.250000 Penalty: 2974.975342
	Iteration 23Q: 3 clusters Score -1003092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1003092.250000 Penalty: 2974.975342
	Iteration 24Q: 3 clusters Score -1003092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1003098.187500 Penalty: 2974.975342
	Iteration 25Q: 3 clusters Score -1003098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1003098.187500 Penalty: 2974.975342
	Iteration 26Q: 3 clusters Score -1003098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1003101.312500 Penalty: 2974.975342
	Iteration 27Q: 3 clusters Score -1003101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1003101.812500 Penalty: 2974.975342
	Iteration 28Q: 3 clusters Score -1003102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1003105.437500 Penalty: 2974.975342
	Iteration 29Q: 3 clusters Score -1003105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1003107.125000 Penalty: 2974.975342
	Iteration 30Q: 3 clusters Score -1003107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1003110.375000 Penalty: 2974.975342
	Iteration 31Q: 3 clusters Score -1003110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1003114.000000 Penalty: 2974.975342
	Iteration 32Q: 3 clusters Score -1003114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1003115.750000 Penalty: 2974.975342
	Iteration 33Q: 3 clusters Score -1003116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1003119.062500 Penalty: 2974.975342
	Iteration 34Q: 3 clusters Score -1003119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1003123.125000 Penalty: 2974.975342
	Iteration 35Q: 3 clusters Score -1003123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1003126.125000 Penalty: 2974.975342
	Iteration 36Q: 3 clusters Score -1003126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1003131.562500 Penalty: 2974.975342
	Iteration 37Q: 3 clusters Score -1003132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1003135.437500 Penalty: 2974.975342
	Iteration 38Q: 3 clusters Score -1003135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1003139.875000 Penalty: 2974.975342
	Iteration 39Q: 3 clusters Score -1003140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1003145.187500 Penalty: 2974.975342
	Iteration 40F: 3 clusters Score -1003145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1003148.625000 Penalty: 2974.975342
	Iteration 41Q: 3 clusters Score -1003149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1003153.250000 Penalty: 2974.975342
	Iteration 42Q: 3 clusters Score -1003153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1003157.750000 Penalty: 2974.975342
	Iteration 43Q: 3 clusters Score -1003158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1003158.500000 Penalty: 2974.975342
	Iteration 44Q: 3 clusters Score -1003158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1003159.687500 Penalty: 2974.975342
	Iteration 45Q: 3 clusters Score -1003160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1003164.937500 Penalty: 2974.975342
	Iteration 46Q: 3 clusters Score -1003165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1003164.437500 Penalty: 2974.975342
	Iteration 47Q: 3 clusters Score -1003164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1003167.687500 Penalty: 2974.975342
	Iteration 48Q: 3 clusters Score -1003168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1003171.000000 Penalty: 2974.975342
	Iteration 49Q: 3 clusters Score -1003171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1003170.937500 Penalty: 2974.975342
	Iteration 50Q: 3 clusters Score -1003171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1003172.875000 Penalty: 2974.975342
	Iteration 51Q: 3 clusters Score -1003173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1003174.750000 Penalty: 2974.975342
	Iteration 52Q: 3 clusters Score -1003175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1003174.187500 Penalty: 2974.975342
	Iteration 53Q: 3 clusters Score -1003174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1003176.187500 Penalty: 2974.975342
	Iteration 54Q: 3 clusters Score -1003176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1003176.375000 Penalty: 2974.975342
	Iteration 55Q: 3 clusters Score -1003176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1003177.000000 Penalty: 2974.975342
	Iteration 56Q: 3 clusters Score -1003177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1003175.562500 Penalty: 2974.975342
	Iteration 57Q: 3 clusters Score -1003176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1003177.000000 Penalty: 2974.975342
	Iteration 58Q: 3 clusters Score -1003177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1003175.375000 Penalty: 2974.975342
	Iteration 59Q: 3 clusters Score -1003175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1003175.500000 Penalty: 2974.975342
	Iteration 60F: 3 clusters Score -1003176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1003179.062500 Penalty: 2974.975342
	Iteration 61Q: 3 clusters Score -1003179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1003180.687500 Penalty: 2974.975342
	Iteration 62Q: 3 clusters Score -1003181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1003181.125000 Penalty: 2974.975342
	Iteration 63Q: 3 clusters Score -1003181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1003183.625000 Penalty: 2974.975342
	Iteration 64Q: 3 clusters Score -1003184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1003186.000000 Penalty: 2974.975342
	Iteration 65Q: 3 clusters Score -1003186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1003187.687500 Penalty: 2974.975342
	Iteration 66Q: 3 clusters Score -1003188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1003190.062500 Penalty: 2974.975342
	Iteration 67Q: 3 clusters Score -1003190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1003191.625000 Penalty: 2974.975342
	Iteration 68Q: 3 clusters Score -1003192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1003191.812500 Penalty: 2974.975342
	Iteration 69Q: 3 clusters Score -1003192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1003194.625000 Penalty: 2974.975342
	Iteration 70Q: 3 clusters Score -1003195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1003196.750000 Penalty: 2974.975342
	Iteration 71Q: 3 clusters Score -1003197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1003196.625000 Penalty: 2974.975342
	Iteration 72Q: 3 clusters Score -1003197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1003199.125000 Penalty: 2974.975342
	Iteration 73Q: 3 clusters Score -1003199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1003200.062500 Penalty: 2974.975342
	Iteration 74Q: 3 clusters Score -1003200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1003198.000000 Penalty: 2974.975342
	Iteration 75Q: 3 clusters Score -1003198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1003197.875000 Penalty: 2974.975342
	Iteration 76Q: 3 clusters Score -1003198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1003200.125000 Penalty: 2974.975342
	Iteration 77Q: 3 clusters Score -1003200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1003201.687500 Penalty: 2974.975342
	Iteration 78Q: 3 clusters Score -1003202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1003199.375000 Penalty: 2974.975342
	Iteration 79Q: 3 clusters Score -1003199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1003201.250000 Penalty: 2974.975342
	Iteration 80F: 3 clusters Score -1003201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1003200.250000 Penalty: 2974.975342
	Iteration 81Q: 3 clusters Score -1003200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1003202.375000 Penalty: 2974.975342
	Iteration 82Q: 3 clusters Score -1003202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1003202.375000 Penalty: 2974.975342
	Iteration 83F: 3 clusters Score -1003202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Entering Unmasked Estep 
Score: -2383095.000000 Penalty: 1625.850220
	Iteration 0F: 2 clusters Score -2383095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2368100.500000 Penalty: 3251.700439
	Iteration 0F: 3 clusters Score -2368100 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2373508.500000 Penalty: 3251.700439
	Iteration 1F: 3 clusters Score -2373508 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2373966.250000 Penalty: 3251.700439
	Iteration 2Q: 3 clusters Score -2373966 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2374589.500000 Penalty: 3251.700439
	Iteration 3F: 3 clusters Score -2374590 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2375408.500000 Penalty: 3251.700439
	Iteration 4F: 3 clusters Score -2375408 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2376557.500000 Penalty: 3251.700439
	Iteration 5F: 3 clusters Score -2376558 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2377856.250000 Penalty: 3251.700439
	Iteration 6F: 3 clusters Score -2377856 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2378940.000000 Penalty: 3251.700439
	Iteration 7F: 3 clusters Score -2378940 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2379790.500000 Penalty: 3251.700439
	Iteration 8F: 3 clusters Score -2379790 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2380538.000000 Penalty: 3251.700439
	Iteration 9Q: 3 clusters Score -2380538 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2381290.750000 Penalty: 3251.700439
	Iteration 10Q: 3 clusters Score -2381291 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2381681.750000 Penalty: 3251.700439
	Iteration 11Q: 3 clusters Score -2381682 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2381850.750000 Penalty: 3251.700439
	Iteration 12Q: 3 clusters Score -2381851 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2381947.000000 Penalty: 3251.700439
	Iteration 13Q: 3 clusters Score -2381947 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2382014.500000 Penalty: 3251.700439
	Iteration 14Q: 3 clusters Score -2382014 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2382046.250000 Penalty: 3251.700439
	Iteration 15Q: 3 clusters Score -2382046 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2382075.000000 Penalty: 3251.700439
	Iteration 16Q: 3 clusters Score -2382075 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2382108.000000 Penalty: 3251.700439
	Iteration 17Q: 3 clusters Score -2382108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2382129.250000 Penalty: 3251.700439
	Iteration 18Q: 3 clusters Score -2382129 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2382147.250000 Penalty: 3251.700439
	Iteration 19Q: 3 clusters Score -2382147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2382162.750000 Penalty: 3251.700439
	Iteration 20F: 3 clusters Score -2382163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2382169.500000 Penalty: 3251.700439
	Iteration 21Q: 3 clusters Score -2382170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2382179.000000 Penalty: 3251.700439
	Iteration 22Q: 3 clusters Score -2382179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2382191.000000 Penalty: 3251.700439
	Iteration 23Q: 3 clusters Score -2382191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2382190.500000 Penalty: 3251.700439
	Iteration 24Q: 3 clusters Score -2382190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2382201.750000 Penalty: 3251.700439
	Iteration 25Q: 3 clusters Score -2382202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2382200.500000 Penalty: 3251.700439
	Iteration 26Q: 3 clusters Score -2382200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2382200.250000 Penalty: 3251.700439
	Iteration 27Q: 3 clusters Score -2382200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2382200.500000 Penalty: 3251.700439
	Iteration 28Q: 3 clusters Score -2382200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2382201.250000 Penalty: 3251.700439
	Iteration 29Q: 3 clusters Score -2382201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2382216.750000 Penalty: 3251.700439
	Iteration 30Q: 3 clusters Score -2382217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2382220.000000 Penalty: 3251.700439
	Iteration 31Q: 3 clusters Score -2382220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2382227.250000 Penalty: 3251.700439
	Iteration 32Q: 3 clusters Score -2382227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2382227.750000 Penalty: 3251.700439
	Iteration 33Q: 3 clusters Score -2382228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2382231.500000 Penalty: 3251.700439
	Iteration 34Q: 3 clusters Score -2382232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2382232.500000 Penalty: 3251.700439
	Iteration 35Q: 3 clusters Score -2382232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2382235.000000 Penalty: 3251.700439
	Iteration 36Q: 3 clusters Score -2382235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2382238.500000 Penalty: 3251.700439
	Iteration 37Q: 3 clusters Score -2382238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2382237.250000 Penalty: 3251.700439
	Iteration 38Q: 3 clusters Score -2382237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2382241.500000 Penalty: 3251.700439
	Iteration 39Q: 3 clusters Score -2382242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2382242.500000 Penalty: 3251.700439
	Iteration 40F: 3 clusters Score -2382242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2382246.250000 Penalty: 3251.700439
	Iteration 41Q: 3 clusters Score -2382246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2382243.750000 Penalty: 3251.700439
	Iteration 42Q: 3 clusters Score -2382244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2382239.500000 Penalty: 3251.700439
	Iteration 43Q: 3 clusters Score -2382240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2382239.250000 Penalty: 3251.700439
	Iteration 44Q: 3 clusters Score -2382239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2382237.750000 Penalty: 3251.700439
	Iteration 45Q: 3 clusters Score -2382238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2382241.000000 Penalty: 3251.700439
	Iteration 46Q: 3 clusters Score -2382241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2382240.500000 Penalty: 3251.700439
	Iteration 47Q: 3 clusters Score -2382240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2382239.250000 Penalty: 3251.700439
	Iteration 48Q: 3 clusters Score -2382239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2382242.750000 Penalty: 3251.700439
	Iteration 49Q: 3 clusters Score -2382243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2382242.500000 Penalty: 3251.700439
	Iteration 50Q: 3 clusters Score -2382242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2382242.250000 Penalty: 3251.700439
	Iteration 51Q: 3 clusters Score -2382242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2382241.250000 Penalty: 3251.700439
	Iteration 52Q: 3 clusters Score -2382241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2382243.750000 Penalty: 3251.700439
	Iteration 53Q: 3 clusters Score -2382244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2382244.000000 Penalty: 3251.700439
	Iteration 54Q: 3 clusters Score -2382244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2382244.500000 Penalty: 3251.700439
	Iteration 55Q: 3 clusters Score -2382244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2382244.500000 Penalty: 3251.700439
	Iteration 56Q: 3 clusters Score -2382244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2382247.750000 Penalty: 3251.700439
	Iteration 57Q: 3 clusters Score -2382248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2382246.500000 Penalty: 3251.700439
	Iteration 58Q: 3 clusters Score -2382246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2382252.750000 Penalty: 3251.700439
	Iteration 59Q: 3 clusters Score -2382253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2382250.500000 Penalty: 3251.700439
	Iteration 60F: 3 clusters Score -2382250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -41592.968750 Penalty: 973.612976
	Iteration 0F: 2 clusters Score -41592.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40608.617188 Penalty: 1947.225952
	Iteration 0F: 3 clusters Score -40608.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41054.910156 Penalty: 1947.225952
	Iteration 1F: 3 clusters Score -41054.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41231.054688 Penalty: 1947.225952
	Iteration 2F: 3 clusters Score -41231.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41305.496094 Penalty: 1947.225952
	Iteration 3F: 3 clusters Score -41305.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41372.058594 Penalty: 1947.225952
	Iteration 4Q: 3 clusters Score -41372.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41435.945312 Penalty: 1947.225952
	Iteration 5Q: 3 clusters Score -41435.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41482.792969 Penalty: 1947.225952
	Iteration 6Q: 3 clusters Score -41482.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41522.945312 Penalty: 1947.225952
	Iteration 7Q: 3 clusters Score -41522.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41548.390625 Penalty: 1947.225952
	Iteration 8Q: 3 clusters Score -41548.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41580.746094 Penalty: 1947.225952
	Iteration 9Q: 3 clusters Score -41580.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41646.359375 Penalty: 1947.225952
	Iteration 10Q: 3 clusters Score -41646.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41710.324219 Penalty: 1947.225952
	Iteration 11Q: 3 clusters Score -41710.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41736.906250 Penalty: 1947.225952
	Iteration 12Q: 3 clusters Score -41736.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41746.761719 Penalty: 1947.225952
	Iteration 13Q: 3 clusters Score -41746.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41746.761719 Penalty: 1947.225952
	Iteration 14F: 3 clusters Score -41746.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 20667 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 1393 members 
Mstep: Class 6 contains 117478 members 
Mstep: Class 7 contains 9450 members 
Mstep: Class 8 contains 22142 members 
Mstep: Class 9 contains 97 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 12813 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 15230 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 118736 members 
Mstep: Class 17 contains 303 members 
Mstep: Class 18 contains 11850 members 
Mstep: Class 19 contains 18182 members 
Entering Unmasked Estep 
Score: -41687396.000000 Penalty: 39716.023438
Splitting cluster 9 changes total score from -41687900.000000 to -41687396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Entering Unmasked Estep 
Score: -1029328.000000 Penalty: 1489.215210
	Iteration 0F: 2 clusters Score -1029328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1022591.250000 Penalty: 2978.430420
	Iteration 0F: 3 clusters Score -1022591 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1025105.687500 Penalty: 2978.430420
	Iteration 1F: 3 clusters Score -1025106 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1026041.312500 Penalty: 2978.430420
	Iteration 2F: 3 clusters Score -1026041 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1027039.875000 Penalty: 2978.430420
	Iteration 3F: 3 clusters Score -1027040 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1027798.125000 Penalty: 2978.430420
	Iteration 4F: 3 clusters Score -1027798 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1028194.750000 Penalty: 2978.430420
	Iteration 5F: 3 clusters Score -1028195 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1028416.562500 Penalty: 2978.430420
	Iteration 6Q: 3 clusters Score -1028417 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1028551.937500 Penalty: 2978.430420
	Iteration 7Q: 3 clusters Score -1028552 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1028676.500000 Penalty: 2978.430420
	Iteration 8Q: 3 clusters Score -1028676 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1028777.625000 Penalty: 2978.430420
	Iteration 9Q: 3 clusters Score -1028778 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1028871.562500 Penalty: 2978.430420
	Iteration 10Q: 3 clusters Score -1028872 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1028952.437500 Penalty: 2978.430420
	Iteration 11Q: 3 clusters Score -1028952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1029021.375000 Penalty: 2978.430420
	Iteration 12Q: 3 clusters Score -1029021 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1029061.875000 Penalty: 2978.430420
	Iteration 13Q: 3 clusters Score -1029062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1029090.312500 Penalty: 2978.430420
	Iteration 14Q: 3 clusters Score -1029090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1029101.750000 Penalty: 2978.430420
	Iteration 15Q: 3 clusters Score -1029102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1029107.000000 Penalty: 2978.430420
	Iteration 16Q: 3 clusters Score -1029107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1029113.125000 Penalty: 2978.430420
	Iteration 17Q: 3 clusters Score -1029113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1029116.312500 Penalty: 2978.430420
	Iteration 18Q: 3 clusters Score -1029116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1029120.562500 Penalty: 2978.430420
	Iteration 19Q: 3 clusters Score -1029121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1029126.500000 Penalty: 2978.430420
	Iteration 20F: 3 clusters Score -1029126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1029130.062500 Penalty: 2978.430420
	Iteration 21Q: 3 clusters Score -1029130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1029136.187500 Penalty: 2978.430420
	Iteration 22Q: 3 clusters Score -1029136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1029141.062500 Penalty: 2978.430420
	Iteration 23Q: 3 clusters Score -1029141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1029141.750000 Penalty: 2978.430420
	Iteration 24Q: 3 clusters Score -1029142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1029143.125000 Penalty: 2978.430420
	Iteration 25Q: 3 clusters Score -1029143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1029145.500000 Penalty: 2978.430420
	Iteration 26Q: 3 clusters Score -1029146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1029147.750000 Penalty: 2978.430420
	Iteration 27Q: 3 clusters Score -1029148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1029148.062500 Penalty: 2978.430420
	Iteration 28Q: 3 clusters Score -1029148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1029148.062500 Penalty: 2978.430420
	Iteration 29Q: 3 clusters Score -1029148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1029150.125000 Penalty: 2978.430420
	Iteration 30Q: 3 clusters Score -1029150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1029148.687500 Penalty: 2978.430420
	Iteration 31Q: 3 clusters Score -1029149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1029149.812500 Penalty: 2978.430420
	Iteration 32Q: 3 clusters Score -1029150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1029149.812500 Penalty: 2978.430420
	Iteration 33F: 3 clusters Score -1029150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Entering Unmasked Estep 
Score: -1440761.750000 Penalty: 1536.960083
	Iteration 0F: 2 clusters Score -1440762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1431893.125000 Penalty: 3073.920166
	Iteration 0F: 3 clusters Score -1431893 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1435147.000000 Penalty: 3073.920166
	Iteration 1F: 3 clusters Score -1435147 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1435644.125000 Penalty: 3073.920166
	Iteration 2F: 3 clusters Score -1435644 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1436060.125000 Penalty: 3073.920166
	Iteration 3F: 3 clusters Score -1436060 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1436476.125000 Penalty: 3073.920166
	Iteration 4F: 3 clusters Score -1436476 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1436932.875000 Penalty: 3073.920166
	Iteration 5F: 3 clusters Score -1436933 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1437434.375000 Penalty: 3073.920166
	Iteration 6F: 3 clusters Score -1437434 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1437878.750000 Penalty: 3073.920166
	Iteration 7F: 3 clusters Score -1437879 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1438298.000000 Penalty: 3073.920166
	Iteration 8Q: 3 clusters Score -1438298 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1438700.375000 Penalty: 3073.920166
	Iteration 9Q: 3 clusters Score -1438700 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1439028.875000 Penalty: 3073.920166
	Iteration 10Q: 3 clusters Score -1439029 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1439242.625000 Penalty: 3073.920166
	Iteration 11Q: 3 clusters Score -1439243 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1439363.000000 Penalty: 3073.920166
	Iteration 12Q: 3 clusters Score -1439363 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1439430.125000 Penalty: 3073.920166
	Iteration 13Q: 3 clusters Score -1439430 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1439473.250000 Penalty: 3073.920166
	Iteration 14Q: 3 clusters Score -1439473 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1439511.000000 Penalty: 3073.920166
	Iteration 15Q: 3 clusters Score -1439511 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1439530.500000 Penalty: 3073.920166
	Iteration 16Q: 3 clusters Score -1439530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1439551.875000 Penalty: 3073.920166
	Iteration 17Q: 3 clusters Score -1439552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1439573.625000 Penalty: 3073.920166
	Iteration 18Q: 3 clusters Score -1439574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1439588.125000 Penalty: 3073.920166
	Iteration 19Q: 3 clusters Score -1439588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1439602.125000 Penalty: 3073.920166
	Iteration 20F: 3 clusters Score -1439602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1439608.750000 Penalty: 3073.920166
	Iteration 21Q: 3 clusters Score -1439609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1439614.625000 Penalty: 3073.920166
	Iteration 22Q: 3 clusters Score -1439615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1439615.250000 Penalty: 3073.920166
	Iteration 23Q: 3 clusters Score -1439615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1439618.500000 Penalty: 3073.920166
	Iteration 24Q: 3 clusters Score -1439618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1439621.875000 Penalty: 3073.920166
	Iteration 25Q: 3 clusters Score -1439622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1439624.000000 Penalty: 3073.920166
	Iteration 26Q: 3 clusters Score -1439624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1439631.250000 Penalty: 3073.920166
	Iteration 27Q: 3 clusters Score -1439631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1439631.125000 Penalty: 3073.920166
	Iteration 28Q: 3 clusters Score -1439631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1439628.125000 Penalty: 3073.920166
	Iteration 29Q: 3 clusters Score -1439628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1439632.250000 Penalty: 3073.920166
	Iteration 30Q: 3 clusters Score -1439632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1439634.000000 Penalty: 3073.920166
	Iteration 31Q: 3 clusters Score -1439634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1439634.625000 Penalty: 3073.920166
	Iteration 32Q: 3 clusters Score -1439635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1439638.125000 Penalty: 3073.920166
	Iteration 33Q: 3 clusters Score -1439638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1439639.625000 Penalty: 3073.920166
	Iteration 34Q: 3 clusters Score -1439640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1439640.250000 Penalty: 3073.920166
	Iteration 35Q: 3 clusters Score -1439640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1439647.125000 Penalty: 3073.920166
	Iteration 36Q: 3 clusters Score -1439647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1439646.000000 Penalty: 3073.920166
	Iteration 37Q: 3 clusters Score -1439646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1439649.375000 Penalty: 3073.920166
	Iteration 38Q: 3 clusters Score -1439649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1439648.625000 Penalty: 3073.920166
	Iteration 39Q: 3 clusters Score -1439649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1439653.375000 Penalty: 3073.920166
	Iteration 40F: 3 clusters Score -1439653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1439657.750000 Penalty: 3073.920166
	Iteration 41Q: 3 clusters Score -1439658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1439658.125000 Penalty: 3073.920166
	Iteration 42Q: 3 clusters Score -1439658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1439663.875000 Penalty: 3073.920166
	Iteration 43Q: 3 clusters Score -1439664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1439661.375000 Penalty: 3073.920166
	Iteration 44Q: 3 clusters Score -1439661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1439665.750000 Penalty: 3073.920166
	Iteration 45Q: 3 clusters Score -1439666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1439668.250000 Penalty: 3073.920166
	Iteration 46Q: 3 clusters Score -1439668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1439668.750000 Penalty: 3073.920166
	Iteration 47Q: 3 clusters Score -1439669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1439674.125000 Penalty: 3073.920166
	Iteration 48Q: 3 clusters Score -1439674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1439674.875000 Penalty: 3073.920166
	Iteration 49Q: 3 clusters Score -1439675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1439674.375000 Penalty: 3073.920166
	Iteration 50Q: 3 clusters Score -1439674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1439674.750000 Penalty: 3073.920166
	Iteration 51Q: 3 clusters Score -1439675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1439676.875000 Penalty: 3073.920166
	Iteration 52Q: 3 clusters Score -1439677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1439679.250000 Penalty: 3073.920166
	Iteration 53Q: 3 clusters Score -1439679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1439678.750000 Penalty: 3073.920166
	Iteration 54Q: 3 clusters Score -1439679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1439675.250000 Penalty: 3073.920166
	Iteration 55Q: 3 clusters Score -1439675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1439678.000000 Penalty: 3073.920166
	Iteration 56Q: 3 clusters Score -1439678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1439682.250000 Penalty: 3073.920166
	Iteration 57Q: 3 clusters Score -1439682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1439679.500000 Penalty: 3073.920166
	Iteration 58Q: 3 clusters Score -1439680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1439679.750000 Penalty: 3073.920166
	Iteration 59Q: 3 clusters Score -1439680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1439679.750000 Penalty: 3073.920166
	Iteration 60F: 3 clusters Score -1439680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -33993.183594 Penalty: 964.849609
	Iteration 0F: 2 clusters Score -33993.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33024.546875 Penalty: 1929.699219
	Iteration 0F: 3 clusters Score -33024.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33154.812500 Penalty: 1929.699219
	Iteration 1F: 3 clusters Score -33154.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33200.363281 Penalty: 1929.699219
	Iteration 2F: 3 clusters Score -33200.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33211.460938 Penalty: 1929.699219
	Iteration 3Q: 3 clusters Score -33211.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33214.476562 Penalty: 1929.699219
	Iteration 4Q: 3 clusters Score -33214.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33215.101562 Penalty: 1929.699219
	Iteration 5Q: 3 clusters Score -33215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33215.101562 Penalty: 1929.699219
	Iteration 6F: 3 clusters Score -33215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Entering Unmasked Estep 
Score: -835044.500000 Penalty: 1450.040283
	Iteration 0F: 2 clusters Score -835044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -829468.000000 Penalty: 2900.080566
	Iteration 0F: 3 clusters Score -829468 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -831204.562500 Penalty: 2900.080566
	Iteration 1F: 3 clusters Score -831204.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -831474.125000 Penalty: 2900.080566
	Iteration 2F: 3 clusters Score -831474.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -831751.812500 Penalty: 2900.080566
	Iteration 3F: 3 clusters Score -831751.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -832010.312500 Penalty: 2900.080566
	Iteration 4F: 3 clusters Score -832010.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -832259.375000 Penalty: 2900.080566
	Iteration 5F: 3 clusters Score -832259.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -832473.812500 Penalty: 2900.080566
	Iteration 6Q: 3 clusters Score -832473.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -832693.562500 Penalty: 2900.080566
	Iteration 7Q: 3 clusters Score -832693.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -832931.687500 Penalty: 2900.080566
	Iteration 8Q: 3 clusters Score -832931.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -833245.937500 Penalty: 2900.080566
	Iteration 9Q: 3 clusters Score -833245.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -833612.437500 Penalty: 2900.080566
	Iteration 10Q: 3 clusters Score -833612.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -833992.937500 Penalty: 2900.080566
	Iteration 11Q: 3 clusters Score -833992.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -834319.562500 Penalty: 2900.080566
	Iteration 12Q: 3 clusters Score -834319.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -834524.625000 Penalty: 2900.080566
	Iteration 13Q: 3 clusters Score -834524.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -834653.500000 Penalty: 2900.080566
	Iteration 14Q: 3 clusters Score -834653.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -834732.312500 Penalty: 2900.080566
	Iteration 15Q: 3 clusters Score -834732.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -834771.375000 Penalty: 2900.080566
	Iteration 16Q: 3 clusters Score -834771.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -834791.687500 Penalty: 2900.080566
	Iteration 17Q: 3 clusters Score -834791.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -834807.750000 Penalty: 2900.080566
	Iteration 18Q: 3 clusters Score -834807.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -834825.187500 Penalty: 2900.080566
	Iteration 19Q: 3 clusters Score -834825.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -834842.125000 Penalty: 2900.080566
	Iteration 20F: 3 clusters Score -834842.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -834853.187500 Penalty: 2900.080566
	Iteration 21Q: 3 clusters Score -834853.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -834857.250000 Penalty: 2900.080566
	Iteration 22Q: 3 clusters Score -834857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -834864.312500 Penalty: 2900.080566
	Iteration 23Q: 3 clusters Score -834864.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -834865.625000 Penalty: 2900.080566
	Iteration 24Q: 3 clusters Score -834865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -834867.875000 Penalty: 2900.080566
	Iteration 25Q: 3 clusters Score -834867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -834869.437500 Penalty: 2900.080566
	Iteration 26Q: 3 clusters Score -834869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -834869.562500 Penalty: 2900.080566
	Iteration 27Q: 3 clusters Score -834869.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -834869.937500 Penalty: 2900.080566
	Iteration 28Q: 3 clusters Score -834869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -834870.750000 Penalty: 2900.080566
	Iteration 29Q: 3 clusters Score -834870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -834872.937500 Penalty: 2900.080566
	Iteration 30Q: 3 clusters Score -834872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -834873.625000 Penalty: 2900.080566
	Iteration 31Q: 3 clusters Score -834873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -834873.375000 Penalty: 2900.080566
	Iteration 32Q: 3 clusters Score -834873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -834874.375000 Penalty: 2900.080566
	Iteration 33Q: 3 clusters Score -834874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -834874.625000 Penalty: 2900.080566
	Iteration 34Q: 3 clusters Score -834874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -834875.000000 Penalty: 2900.080566
	Iteration 35Q: 3 clusters Score -834875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -834876.250000 Penalty: 2900.080566
	Iteration 36Q: 3 clusters Score -834876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -834876.687500 Penalty: 2900.080566
	Iteration 37Q: 3 clusters Score -834876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -834876.687500 Penalty: 2900.080566
	Iteration 38F: 3 clusters Score -834876.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -144415.515625 Penalty: 1156.282104
	Iteration 0F: 2 clusters Score -144415.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -142811.843750 Penalty: 2312.564209
	Iteration 0F: 3 clusters Score -142811.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143069.671875 Penalty: 2312.564209
	Iteration 1F: 3 clusters Score -143069.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143144.015625 Penalty: 2312.564209
	Iteration 2F: 3 clusters Score -143144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143171.968750 Penalty: 2312.564209
	Iteration 3Q: 3 clusters Score -143172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -143188.031250 Penalty: 2312.564209
	Iteration 4Q: 3 clusters Score -143188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143207.609375 Penalty: 2312.564209
	Iteration 5Q: 3 clusters Score -143207.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143222.109375 Penalty: 2312.564209
	Iteration 6Q: 3 clusters Score -143222.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143232.062500 Penalty: 2312.564209
	Iteration 7Q: 3 clusters Score -143232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143237.468750 Penalty: 2312.564209
	Iteration 8Q: 3 clusters Score -143237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143238.984375 Penalty: 2312.564209
	Iteration 9Q: 3 clusters Score -143239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -143241.687500 Penalty: 2312.564209
	Iteration 10Q: 3 clusters Score -143241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143242.187500 Penalty: 2312.564209
	Iteration 11Q: 3 clusters Score -143242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -143242.703125 Penalty: 2312.564209
	Iteration 12Q: 3 clusters Score -143242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -143243.109375 Penalty: 2312.564209
	Iteration 13Q: 3 clusters Score -143243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -143244.031250 Penalty: 2312.564209
	Iteration 14Q: 3 clusters Score -143244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -143244.609375 Penalty: 2312.564209
	Iteration 15Q: 3 clusters Score -143244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143245.000000 Penalty: 2312.564209
	Iteration 16Q: 3 clusters Score -143245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143245.000000 Penalty: 2312.564209
	Iteration 17F: 3 clusters Score -143245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (118736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118736 members 
Entering Unmasked Estep 
Score: -13140911.000000 Penalty: 1898.756958
	Iteration 0F: 2 clusters Score -1.314091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -13063843.000000 Penalty: 3797.513916
	Iteration 0F: 3 clusters Score -1.306384e+07 nChanged 57102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -13097999.000000 Penalty: 3797.513916
	Iteration 1F: 3 clusters Score -1.3098e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -13099695.000000 Penalty: 3797.513916
	Iteration 2Q: 3 clusters Score -1.30997e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -13101550.000000 Penalty: 3797.513916
	Iteration 3Q: 3 clusters Score -1.310155e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -13103803.000000 Penalty: 3797.513916
	Iteration 4Q: 3 clusters Score -1.31038e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -13106532.000000 Penalty: 3797.513916
	Iteration 5F: 3 clusters Score -1.310653e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -13109843.000000 Penalty: 3797.513916
	Iteration 6F: 3 clusters Score -1.310984e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -13113319.000000 Penalty: 3797.513916
	Iteration 7F: 3 clusters Score -1.311332e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -13117247.000000 Penalty: 3797.513916
	Iteration 8F: 3 clusters Score -1.311725e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -13121331.000000 Penalty: 3797.513916
	Iteration 9F: 3 clusters Score -1.312133e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -13124784.000000 Penalty: 3797.513916
	Iteration 10Q: 3 clusters Score -1.312478e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64053 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -13127005.000000 Penalty: 3797.513916
	Iteration 11Q: 3 clusters Score -1.3127e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -13128127.000000 Penalty: 3797.513916
	Iteration 12Q: 3 clusters Score -1.312813e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -13128830.000000 Penalty: 3797.513916
	Iteration 13Q: 3 clusters Score -1.312883e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -13129359.000000 Penalty: 3797.513916
	Iteration 14Q: 3 clusters Score -1.312936e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -13129694.000000 Penalty: 3797.513916
	Iteration 15Q: 3 clusters Score -1.312969e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -13130146.000000 Penalty: 3797.513916
	Iteration 16Q: 3 clusters Score -1.313015e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -13130734.000000 Penalty: 3797.513916
	Iteration 17Q: 3 clusters Score -1.313073e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -13131269.000000 Penalty: 3797.513916
	Iteration 18Q: 3 clusters Score -1.313127e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -13131724.000000 Penalty: 3797.513916
	Iteration 19Q: 3 clusters Score -1.313172e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -13132239.000000 Penalty: 3797.513916
	Iteration 20F: 3 clusters Score -1.313224e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -13132741.000000 Penalty: 3797.513916
	Iteration 21Q: 3 clusters Score -1.313274e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -13133182.000000 Penalty: 3797.513916
	Iteration 22Q: 3 clusters Score -1.313318e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -13133647.000000 Penalty: 3797.513916
	Iteration 23Q: 3 clusters Score -1.313365e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -13133954.000000 Penalty: 3797.513916
	Iteration 24Q: 3 clusters Score -1.313395e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -13134447.000000 Penalty: 3797.513916
	Iteration 25Q: 3 clusters Score -1.313445e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -13134867.000000 Penalty: 3797.513916
	Iteration 26Q: 3 clusters Score -1.313487e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -13135274.000000 Penalty: 3797.513916
	Iteration 27Q: 3 clusters Score -1.313527e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -13135590.000000 Penalty: 3797.513916
	Iteration 28Q: 3 clusters Score -1.313559e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -13135957.000000 Penalty: 3797.513916
	Iteration 29Q: 3 clusters Score -1.313596e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -13136171.000000 Penalty: 3797.513916
	Iteration 30Q: 3 clusters Score -1.313617e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -13136338.000000 Penalty: 3797.513916
	Iteration 31Q: 3 clusters Score -1.313634e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -13136537.000000 Penalty: 3797.513916
	Iteration 32Q: 3 clusters Score -1.313654e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -13136682.000000 Penalty: 3797.513916
	Iteration 33Q: 3 clusters Score -1.313668e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -13136872.000000 Penalty: 3797.513916
	Iteration 34Q: 3 clusters Score -1.313687e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -13137005.000000 Penalty: 3797.513916
	Iteration 35Q: 3 clusters Score -1.3137e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -13137199.000000 Penalty: 3797.513916
	Iteration 36Q: 3 clusters Score -1.31372e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95438 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -13137244.000000 Penalty: 3797.513916
	Iteration 37Q: 3 clusters Score -1.313724e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -13137249.000000 Penalty: 3797.513916
	Iteration 38Q: 3 clusters Score -1.313725e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -13137374.000000 Penalty: 3797.513916
	Iteration 39Q: 3 clusters Score -1.313737e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97639 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -13137496.000000 Penalty: 3797.513916
	Iteration 40F: 3 clusters Score -1.31375e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -13137612.000000 Penalty: 3797.513916
	Iteration 41Q: 3 clusters Score -1.313761e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -13137681.000000 Penalty: 3797.513916
	Iteration 42Q: 3 clusters Score -1.313768e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -13137803.000000 Penalty: 3797.513916
	Iteration 43Q: 3 clusters Score -1.31378e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -13137911.000000 Penalty: 3797.513916
	Iteration 44Q: 3 clusters Score -1.313791e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -13138042.000000 Penalty: 3797.513916
	Iteration 45Q: 3 clusters Score -1.313804e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101961 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -13138120.000000 Penalty: 3797.513916
	Iteration 46Q: 3 clusters Score -1.313812e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102672 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -13138238.000000 Penalty: 3797.513916
	Iteration 47Q: 3 clusters Score -1.313824e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -13138326.000000 Penalty: 3797.513916
	Iteration 48Q: 3 clusters Score -1.313833e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -13138345.000000 Penalty: 3797.513916
	Iteration 49Q: 3 clusters Score -1.313834e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -13138458.000000 Penalty: 3797.513916
	Iteration 50Q: 3 clusters Score -1.313846e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -13138535.000000 Penalty: 3797.513916
	Iteration 51Q: 3 clusters Score -1.313854e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105682 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -13138577.000000 Penalty: 3797.513916
	Iteration 52Q: 3 clusters Score -1.313858e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106220 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -13138689.000000 Penalty: 3797.513916
	Iteration 53Q: 3 clusters Score -1.313869e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -13138731.000000 Penalty: 3797.513916
	Iteration 54Q: 3 clusters Score -1.313873e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -13138823.000000 Penalty: 3797.513916
	Iteration 55Q: 3 clusters Score -1.313882e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107823 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -13138954.000000 Penalty: 3797.513916
	Iteration 56Q: 3 clusters Score -1.313895e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -13139003.000000 Penalty: 3797.513916
	Iteration 57Q: 3 clusters Score -1.3139e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108683 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -13139107.000000 Penalty: 3797.513916
	Iteration 58Q: 3 clusters Score -1.313911e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -13139169.000000 Penalty: 3797.513916
	Iteration 59Q: 3 clusters Score -1.313917e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109420 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -13139209.000000 Penalty: 3797.513916
	Iteration 60F: 3 clusters Score -1.313921e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109754 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -13139280.000000 Penalty: 3797.513916
	Iteration 61Q: 3 clusters Score -1.313928e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110096 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -13139328.000000 Penalty: 3797.513916
	Iteration 62Q: 3 clusters Score -1.313933e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -13139357.000000 Penalty: 3797.513916
	Iteration 63Q: 3 clusters Score -1.313936e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110719 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -13139410.000000 Penalty: 3797.513916
	Iteration 64Q: 3 clusters Score -1.313941e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110996 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -13139440.000000 Penalty: 3797.513916
	Iteration 65Q: 3 clusters Score -1.313944e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111245 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -13139444.000000 Penalty: 3797.513916
	Iteration 66Q: 3 clusters Score -1.313944e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -13139461.000000 Penalty: 3797.513916
	Iteration 67Q: 3 clusters Score -1.313946e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111672 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -13139519.000000 Penalty: 3797.513916
	Iteration 68Q: 3 clusters Score -1.313952e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111867 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -13139547.000000 Penalty: 3797.513916
	Iteration 69Q: 3 clusters Score -1.313955e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112026 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -13139551.000000 Penalty: 3797.513916
	Iteration 70Q: 3 clusters Score -1.313955e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112186 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -13139566.000000 Penalty: 3797.513916
	Iteration 71Q: 3 clusters Score -1.313957e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112314 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -13139573.000000 Penalty: 3797.513916
	Iteration 72Q: 3 clusters Score -1.313957e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112455 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -13139606.000000 Penalty: 3797.513916
	Iteration 73Q: 3 clusters Score -1.313961e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112585 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -13139616.000000 Penalty: 3797.513916
	Iteration 74Q: 3 clusters Score -1.313962e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112701 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -13139627.000000 Penalty: 3797.513916
	Iteration 75Q: 3 clusters Score -1.313963e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112818 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -13139650.000000 Penalty: 3797.513916
	Iteration 76Q: 3 clusters Score -1.313965e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112917 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -13139657.000000 Penalty: 3797.513916
	Iteration 77Q: 3 clusters Score -1.313966e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -13139635.000000 Penalty: 3797.513916
	Iteration 78Q: 3 clusters Score -1.313964e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113087 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -13139664.000000 Penalty: 3797.513916
	Iteration 79Q: 3 clusters Score -1.313966e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113153 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -13139659.000000 Penalty: 3797.513916
	Iteration 80F: 3 clusters Score -1.313966e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113220 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -13139660.000000 Penalty: 3797.513916
	Iteration 81Q: 3 clusters Score -1.313966e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113283 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -13139671.000000 Penalty: 3797.513916
	Iteration 82Q: 3 clusters Score -1.313967e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113327 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -13139662.000000 Penalty: 3797.513916
	Iteration 83Q: 3 clusters Score -1.313966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113362 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -13139687.000000 Penalty: 3797.513916
	Iteration 84Q: 3 clusters Score -1.313969e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113405 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -13139683.000000 Penalty: 3797.513916
	Iteration 85Q: 3 clusters Score -1.313968e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113447 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -13139705.000000 Penalty: 3797.513916
	Iteration 86Q: 3 clusters Score -1.31397e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113505 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -13139707.000000 Penalty: 3797.513916
	Iteration 87Q: 3 clusters Score -1.313971e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -13139702.000000 Penalty: 3797.513916
	Iteration 88Q: 3 clusters Score -1.31397e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113624 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -13139713.000000 Penalty: 3797.513916
	Iteration 89Q: 3 clusters Score -1.313971e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -13139723.000000 Penalty: 3797.513916
	Iteration 90Q: 3 clusters Score -1.313972e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113724 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -13139714.000000 Penalty: 3797.513916
	Iteration 91Q: 3 clusters Score -1.313971e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113766 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -13139710.000000 Penalty: 3797.513916
	Iteration 92Q: 3 clusters Score -1.313971e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113812 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -13139711.000000 Penalty: 3797.513916
	Iteration 93Q: 3 clusters Score -1.313971e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -13139711.000000 Penalty: 3797.513916
	Iteration 94Q: 3 clusters Score -1.313971e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113889 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -13139731.000000 Penalty: 3797.513916
	Iteration 95Q: 3 clusters Score -1.313973e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113933 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -13139718.000000 Penalty: 3797.513916
	Iteration 96Q: 3 clusters Score -1.313972e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -13139721.000000 Penalty: 3797.513916
	Iteration 97Q: 3 clusters Score -1.313972e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -13139719.000000 Penalty: 3797.513916
	Iteration 98Q: 3 clusters Score -1.313972e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114047 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -13139723.000000 Penalty: 3797.513916
	Iteration 99Q: 3 clusters Score -1.313972e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -13139710.000000 Penalty: 3797.513916
	Iteration 100F: 3 clusters Score -1.313971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -13139730.000000 Penalty: 3797.513916
	Iteration 101Q: 3 clusters Score -1.313973e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -13139728.000000 Penalty: 3797.513916
	Iteration 102Q: 3 clusters Score -1.313973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -13139735.000000 Penalty: 3797.513916
	Iteration 103Q: 3 clusters Score -1.313974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114222 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -13139730.000000 Penalty: 3797.513916
	Iteration 104Q: 3 clusters Score -1.313973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -13139725.000000 Penalty: 3797.513916
	Iteration 105Q: 3 clusters Score -1.313972e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114260 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -13139732.000000 Penalty: 3797.513916
	Iteration 106Q: 3 clusters Score -1.313973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114275 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -13139732.000000 Penalty: 3797.513916
	Iteration 107Q: 3 clusters Score -1.313973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114288 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -13139744.000000 Penalty: 3797.513916
	Iteration 108Q: 3 clusters Score -1.313974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -13139743.000000 Penalty: 3797.513916
	Iteration 109Q: 3 clusters Score -1.313974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114329 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -13139755.000000 Penalty: 3797.513916
	Iteration 110Q: 3 clusters Score -1.313976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114344 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -13139762.000000 Penalty: 3797.513916
	Iteration 111Q: 3 clusters Score -1.313976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114358 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -13139760.000000 Penalty: 3797.513916
	Iteration 112Q: 3 clusters Score -1.313976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114370 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -13139756.000000 Penalty: 3797.513916
	Iteration 113Q: 3 clusters Score -1.313976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114379 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -13139765.000000 Penalty: 3797.513916
	Iteration 114Q: 3 clusters Score -1.313976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114389 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -13139756.000000 Penalty: 3797.513916
	Iteration 115Q: 3 clusters Score -1.313976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114399 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -13139767.000000 Penalty: 3797.513916
	Iteration 116Q: 3 clusters Score -1.313977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114407 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -13139766.000000 Penalty: 3797.513916
	Iteration 117Q: 3 clusters Score -1.313977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114420 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -13139786.000000 Penalty: 3797.513916
	Iteration 118Q: 3 clusters Score -1.313979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -13139770.000000 Penalty: 3797.513916
	Iteration 119Q: 3 clusters Score -1.313977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -13139772.000000 Penalty: 3797.513916
	Iteration 120F: 3 clusters Score -1.313977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -13139772.000000 Penalty: 3797.513916
	Iteration 121Q: 3 clusters Score -1.313977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114459 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -13139782.000000 Penalty: 3797.513916
	Iteration 122Q: 3 clusters Score -1.313978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114473 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -13139792.000000 Penalty: 3797.513916
	Iteration 123Q: 3 clusters Score -1.313979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114486 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -13139793.000000 Penalty: 3797.513916
	Iteration 124Q: 3 clusters Score -1.313979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114504 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -13139797.000000 Penalty: 3797.513916
	Iteration 125Q: 3 clusters Score -1.31398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114511 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -13139800.000000 Penalty: 3797.513916
	Iteration 126Q: 3 clusters Score -1.31398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114515 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -13139804.000000 Penalty: 3797.513916
	Iteration 127Q: 3 clusters Score -1.31398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -13139802.000000 Penalty: 3797.513916
	Iteration 128Q: 3 clusters Score -1.31398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114518 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -13139803.000000 Penalty: 3797.513916
	Iteration 129Q: 3 clusters Score -1.31398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -13139808.000000 Penalty: 3797.513916
	Iteration 130Q: 3 clusters Score -1.313981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114520 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -13139805.000000 Penalty: 3797.513916
	Iteration 131Q: 3 clusters Score -1.31398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114523 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -13139813.000000 Penalty: 3797.513916
	Iteration 132Q: 3 clusters Score -1.313981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114526 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -13139806.000000 Penalty: 3797.513916
	Iteration 133Q: 3 clusters Score -1.313981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114530 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -13139809.000000 Penalty: 3797.513916
	Iteration 134Q: 3 clusters Score -1.313981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114536 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -13139812.000000 Penalty: 3797.513916
	Iteration 135Q: 3 clusters Score -1.313981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114541 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -13139820.000000 Penalty: 3797.513916
	Iteration 136Q: 3 clusters Score -1.313982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -13139819.000000 Penalty: 3797.513916
	Iteration 137Q: 3 clusters Score -1.313982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -13139820.000000 Penalty: 3797.513916
	Iteration 138Q: 3 clusters Score -1.313982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114549 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -13139808.000000 Penalty: 3797.513916
	Iteration 139Q: 3 clusters Score -1.313981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114553 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -13139813.000000 Penalty: 3797.513916
	Iteration 140F: 3 clusters Score -1.313981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -13139811.000000 Penalty: 3797.513916
	Iteration 141Q: 3 clusters Score -1.313981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -13139809.000000 Penalty: 3797.513916
	Iteration 142Q: 3 clusters Score -1.313981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -13139801.000000 Penalty: 3797.513916
	Iteration 143Q: 3 clusters Score -1.31398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114570 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -13139813.000000 Penalty: 3797.513916
	Iteration 144Q: 3 clusters Score -1.313981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114578 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -13139812.000000 Penalty: 3797.513916
	Iteration 145Q: 3 clusters Score -1.313981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114594 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -13139811.000000 Penalty: 3797.513916
	Iteration 146Q: 3 clusters Score -1.313981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114604 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -13139810.000000 Penalty: 3797.513916
	Iteration 147Q: 3 clusters Score -1.313981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114612 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -13139818.000000 Penalty: 3797.513916
	Iteration 148Q: 3 clusters Score -1.313982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114621 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -13139799.000000 Penalty: 3797.513916
	Iteration 149Q: 3 clusters Score -1.31398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114627 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -13139819.000000 Penalty: 3797.513916
	Iteration 150Q: 3 clusters Score -1.313982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -13139819.000000 Penalty: 3797.513916
	Iteration 151Q: 3 clusters Score -1.313982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -13139816.000000 Penalty: 3797.513916
	Iteration 152Q: 3 clusters Score -1.313982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114648 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -13139806.000000 Penalty: 3797.513916
	Iteration 153Q: 3 clusters Score -1.313981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -13139810.000000 Penalty: 3797.513916
	Iteration 154Q: 3 clusters Score -1.313981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -13139798.000000 Penalty: 3797.513916
	Iteration 155Q: 3 clusters Score -1.31398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114676 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -13139788.000000 Penalty: 3797.513916
	Iteration 156Q: 3 clusters Score -1.313979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -13139786.000000 Penalty: 3797.513916
	Iteration 157Q: 3 clusters Score -1.313979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114697 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -13139791.000000 Penalty: 3797.513916
	Iteration 158Q: 3 clusters Score -1.313979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114709 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -13139789.000000 Penalty: 3797.513916
	Iteration 159Q: 3 clusters Score -1.313979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114718 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -13139794.000000 Penalty: 3797.513916
	Iteration 160F: 3 clusters Score -1.313979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -13139791.000000 Penalty: 3797.513916
	Iteration 161Q: 3 clusters Score -1.313979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114728 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -13139793.000000 Penalty: 3797.513916
	Iteration 162Q: 3 clusters Score -1.313979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114731 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -13139791.000000 Penalty: 3797.513916
	Iteration 163Q: 3 clusters Score -1.313979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114733 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -13139792.000000 Penalty: 3797.513916
	Iteration 164Q: 3 clusters Score -1.313979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114734 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -13139795.000000 Penalty: 3797.513916
	Iteration 165Q: 3 clusters Score -1.31398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114734 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -13139795.000000 Penalty: 3797.513916
	Iteration 166Q: 3 clusters Score -1.31398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114738 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -13139791.000000 Penalty: 3797.513916
	Iteration 167Q: 3 clusters Score -1.313979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114739 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -13139784.000000 Penalty: 3797.513916
	Iteration 168Q: 3 clusters Score -1.313978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -13139785.000000 Penalty: 3797.513916
	Iteration 169Q: 3 clusters Score -1.313978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114747 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -13139784.000000 Penalty: 3797.513916
	Iteration 170Q: 3 clusters Score -1.313978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114752 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -13139796.000000 Penalty: 3797.513916
	Iteration 171Q: 3 clusters Score -1.31398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114752 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -13139796.000000 Penalty: 3797.513916
	Iteration 172Q: 3 clusters Score -1.31398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114753 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -13139790.000000 Penalty: 3797.513916
	Iteration 173Q: 3 clusters Score -1.313979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -13139790.000000 Penalty: 3797.513916
	Iteration 174Q: 3 clusters Score -1.313979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114762 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -13139787.000000 Penalty: 3797.513916
	Iteration 175Q: 3 clusters Score -1.313979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114766 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -13139788.000000 Penalty: 3797.513916
	Iteration 176Q: 3 clusters Score -1.313979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114767 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -13139793.000000 Penalty: 3797.513916
	Iteration 177Q: 3 clusters Score -1.313979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114768 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -13139783.000000 Penalty: 3797.513916
	Iteration 178Q: 3 clusters Score -1.313978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114768 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -13139783.000000 Penalty: 3797.513916
	Iteration 179F: 3 clusters Score -1.313978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Entering Unmasked Estep 
Score: -1322713.625000 Penalty: 1524.263550
	Iteration 0F: 2 clusters Score -1322714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1314389.500000 Penalty: 3048.527100
	Iteration 0F: 3 clusters Score -1314390 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1317140.000000 Penalty: 3048.527100
	Iteration 1F: 3 clusters Score -1317140 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1317386.750000 Penalty: 3048.527100
	Iteration 2F: 3 clusters Score -1317387 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1317564.125000 Penalty: 3048.527100
	Iteration 3Q: 3 clusters Score -1317564 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1317727.000000 Penalty: 3048.527100
	Iteration 4Q: 3 clusters Score -1317727 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1317920.250000 Penalty: 3048.527100
	Iteration 5Q: 3 clusters Score -1317920 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1318158.375000 Penalty: 3048.527100
	Iteration 6Q: 3 clusters Score -1318158 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1318479.750000 Penalty: 3048.527100
	Iteration 7Q: 3 clusters Score -1318480 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1318889.000000 Penalty: 3048.527100
	Iteration 8F: 3 clusters Score -1318889 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1319392.375000 Penalty: 3048.527100
	Iteration 9F: 3 clusters Score -1319392 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1319887.000000 Penalty: 3048.527100
	Iteration 10F: 3 clusters Score -1319887 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1320363.125000 Penalty: 3048.527100
	Iteration 11Q: 3 clusters Score -1320363 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1320723.500000 Penalty: 3048.527100
	Iteration 12Q: 3 clusters Score -1320724 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1320939.000000 Penalty: 3048.527100
	Iteration 13Q: 3 clusters Score -1320939 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1321084.250000 Penalty: 3048.527100
	Iteration 14Q: 3 clusters Score -1321084 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1321167.750000 Penalty: 3048.527100
	Iteration 15Q: 3 clusters Score -1321168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1321224.750000 Penalty: 3048.527100
	Iteration 16Q: 3 clusters Score -1321225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1321259.375000 Penalty: 3048.527100
	Iteration 17Q: 3 clusters Score -1321259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1321287.500000 Penalty: 3048.527100
	Iteration 18Q: 3 clusters Score -1321288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1321313.750000 Penalty: 3048.527100
	Iteration 19Q: 3 clusters Score -1321314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1321339.000000 Penalty: 3048.527100
	Iteration 20F: 3 clusters Score -1321339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1321361.750000 Penalty: 3048.527100
	Iteration 21Q: 3 clusters Score -1321362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1321383.375000 Penalty: 3048.527100
	Iteration 22Q: 3 clusters Score -1321383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1321389.625000 Penalty: 3048.527100
	Iteration 23Q: 3 clusters Score -1321390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1321391.500000 Penalty: 3048.527100
	Iteration 24Q: 3 clusters Score -1321392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1321392.000000 Penalty: 3048.527100
	Iteration 25Q: 3 clusters Score -1321392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1321392.000000 Penalty: 3048.527100
	Iteration 26F: 3 clusters Score -1321392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Entering Unmasked Estep 
Score: -1937802.625000 Penalty: 1593.830444
	Iteration 0F: 2 clusters Score -1937803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1925276.000000 Penalty: 3187.660889
	Iteration 0F: 3 clusters Score -1925276 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1929885.250000 Penalty: 3187.660889
	Iteration 1F: 3 clusters Score -1929885 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1930269.125000 Penalty: 3187.660889
	Iteration 2F: 3 clusters Score -1930269 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1930592.750000 Penalty: 3187.660889
	Iteration 3Q: 3 clusters Score -1930593 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1930916.875000 Penalty: 3187.660889
	Iteration 4Q: 3 clusters Score -1930917 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1931285.250000 Penalty: 3187.660889
	Iteration 5Q: 3 clusters Score -1931285 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1931669.875000 Penalty: 3187.660889
	Iteration 6Q: 3 clusters Score -1931670 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1932130.000000 Penalty: 3187.660889
	Iteration 7Q: 3 clusters Score -1932130 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1932701.375000 Penalty: 3187.660889
	Iteration 8F: 3 clusters Score -1932701 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1933355.750000 Penalty: 3187.660889
	Iteration 9F: 3 clusters Score -1933356 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1934042.500000 Penalty: 3187.660889
	Iteration 10F: 3 clusters Score -1934042 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1934716.750000 Penalty: 3187.660889
	Iteration 11Q: 3 clusters Score -1934717 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1935241.250000 Penalty: 3187.660889
	Iteration 12Q: 3 clusters Score -1935241 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1935678.375000 Penalty: 3187.660889
	Iteration 13Q: 3 clusters Score -1935678 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1935975.875000 Penalty: 3187.660889
	Iteration 14Q: 3 clusters Score -1935976 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1936172.250000 Penalty: 3187.660889
	Iteration 15Q: 3 clusters Score -1936172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1936300.000000 Penalty: 3187.660889
	Iteration 16Q: 3 clusters Score -1936300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1936365.250000 Penalty: 3187.660889
	Iteration 17Q: 3 clusters Score -1936365 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1936396.250000 Penalty: 3187.660889
	Iteration 18Q: 3 clusters Score -1936396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1936420.250000 Penalty: 3187.660889
	Iteration 19Q: 3 clusters Score -1936420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1936452.875000 Penalty: 3187.660889
	Iteration 20F: 3 clusters Score -1936453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1936470.000000 Penalty: 3187.660889
	Iteration 21Q: 3 clusters Score -1936470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1936479.250000 Penalty: 3187.660889
	Iteration 22Q: 3 clusters Score -1936479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1936485.500000 Penalty: 3187.660889
	Iteration 23Q: 3 clusters Score -1936486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1936490.750000 Penalty: 3187.660889
	Iteration 24Q: 3 clusters Score -1936491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1936491.500000 Penalty: 3187.660889
	Iteration 25Q: 3 clusters Score -1936492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1936494.250000 Penalty: 3187.660889
	Iteration 26Q: 3 clusters Score -1936494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1936493.125000 Penalty: 3187.660889
	Iteration 27Q: 3 clusters Score -1936493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1936497.875000 Penalty: 3187.660889
	Iteration 28Q: 3 clusters Score -1936498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1936499.500000 Penalty: 3187.660889
	Iteration 29Q: 3 clusters Score -1936500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1936498.750000 Penalty: 3187.660889
	Iteration 30Q: 3 clusters Score -1936499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1936501.000000 Penalty: 3187.660889
	Iteration 31Q: 3 clusters Score -1936501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1936502.250000 Penalty: 3187.660889
	Iteration 32Q: 3 clusters Score -1936502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1936505.750000 Penalty: 3187.660889
	Iteration 33Q: 3 clusters Score -1936506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1936508.000000 Penalty: 3187.660889
	Iteration 34Q: 3 clusters Score -1936508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1936509.750000 Penalty: 3187.660889
	Iteration 35Q: 3 clusters Score -1936510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1936509.750000 Penalty: 3187.660889
	Iteration 36F: 3 clusters Score -1936510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 20667 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 1393 members 
Mstep: Class 6 contains 117478 members 
Mstep: Class 7 contains 9450 members 
Mstep: Class 8 contains 22142 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 12813 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 118736 members 
Mstep: Class 18 contains 11850 members 
Mstep: Class 19 contains 18182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689100.000000 Penalty: 37625.707031
Iteration 79Q: 19 clusters Score -4.16891e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 20731 members 
Mstep: Class 4 contains 5270 members 
Mstep: Class 5 contains 1394 members 
Mstep: Class 6 contains 117443 members 
Mstep: Class 7 contains 9235 members 
Mstep: Class 8 contains 22117 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 12839 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 14760 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 118998 members 
Mstep: Class 18 contains 12062 members 
Mstep: Class 19 contains 18140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689588.000000 Penalty: 37625.707031
Iteration 80F: 19 clusters Score -4.168959e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11803 members 
Mstep: Class 3 contains 20752 members 
Mstep: Class 4 contains 5266 members 
Mstep: Class 5 contains 1394 members 
Mstep: Class 6 contains 117142 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 22100 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 12846 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7498 members 
Mstep: Class 14 contains 14834 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 119054 members 
Mstep: Class 18 contains 12275 members 
Mstep: Class 19 contains 18102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689868.000000 Penalty: 37625.707031
Iteration 81Q: 19 clusters Score -4.168987e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 20776 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 1393 members 
Mstep: Class 6 contains 116883 members 
Mstep: Class 7 contains 8882 members 
Mstep: Class 8 contains 22074 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 12860 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 7495 members 
Mstep: Class 14 contains 14874 members 
Mstep: Class 15 contains 1222 members 
Mstep: Class 16 contains 119077 members 
Mstep: Class 18 contains 12495 members 
Mstep: Class 19 contains 18048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690076.000000 Penalty: 37625.707031
Iteration 82Q: 19 clusters Score -4.169008e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11845 members 
Mstep: Class 3 contains 20815 members 
Mstep: Class 4 contains 5257 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 116612 members 
Mstep: Class 7 contains 8723 members 
Mstep: Class 8 contains 22036 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 12880 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 14 contains 14906 members 
Mstep: Class 15 contains 1220 members 
Mstep: Class 16 contains 119081 members 
Mstep: Class 18 contains 12740 members 
Mstep: Class 19 contains 17985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690092.000000 Penalty: 37625.707031
Iteration 83Q: 19 clusters Score -4.169009e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 20844 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 116380 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 21983 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9563 members 
Mstep: Class 11 contains 12892 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7501 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 119088 members 
Mstep: Class 18 contains 13009 members 
Mstep: Class 19 contains 17913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690208.000000 Penalty: 37625.707031
Iteration 84Q: 19 clusters Score -4.169021e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 5250 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 116122 members 
Mstep: Class 7 contains 8468 members 
Mstep: Class 8 contains 21926 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 12900 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 14950 members 
Mstep: Class 15 contains 1222 members 
Mstep: Class 16 contains 119092 members 
Mstep: Class 18 contains 13278 members 
Mstep: Class 19 contains 17853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690304.000000 Penalty: 37625.707031
Iteration 85Q: 19 clusters Score -4.16903e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11897 members 
Mstep: Class 3 contains 20904 members 
Mstep: Class 4 contains 5236 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 115880 members 
Mstep: Class 7 contains 8348 members 
Mstep: Class 8 contains 21867 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9596 members 
Mstep: Class 11 contains 12905 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 14 contains 14983 members 
Mstep: Class 15 contains 1224 members 
Mstep: Class 16 contains 119063 members 
Mstep: Class 18 contains 13567 members 
Mstep: Class 19 contains 17809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690416.000000 Penalty: 37625.707031
Iteration 86Q: 19 clusters Score -4.169042e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 20927 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 1368 members 
Mstep: Class 6 contains 115652 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 21814 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 9617 members 
Mstep: Class 11 contains 12911 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7502 members 
Mstep: Class 14 contains 15004 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 119038 members 
Mstep: Class 18 contains 13856 members 
Mstep: Class 19 contains 17769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690588.000000 Penalty: 37625.707031
Iteration 87Q: 19 clusters Score -4.169059e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11920 members 
Mstep: Class 3 contains 20953 members 
Mstep: Class 4 contains 5216 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 115370 members 
Mstep: Class 7 contains 8112 members 
Mstep: Class 8 contains 21766 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 9629 members 
Mstep: Class 11 contains 12915 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 7501 members 
Mstep: Class 14 contains 15032 members 
Mstep: Class 15 contains 1224 members 
Mstep: Class 16 contains 119017 members 
Mstep: Class 18 contains 14203 members 
Mstep: Class 19 contains 17741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690740.000000 Penalty: 37625.707031
Iteration 88Q: 19 clusters Score -4.169074e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 11920 members 
Mstep: Class 3 contains 20992 members 
Mstep: Class 4 contains 5210 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 115046 members 
Mstep: Class 7 contains 8063 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 7501 members 
Mstep: Class 14 contains 15053 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 118989 members 
Mstep: Class 18 contains 14580 members 
Mstep: Class 19 contains 17696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690708.000000 Penalty: 37625.707031
Iteration 89Q: 19 clusters Score -4.169071e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 11921 members 
Mstep: Class 3 contains 21016 members 
Mstep: Class 4 contains 5207 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 114723 members 
Mstep: Class 7 contains 8036 members 
Mstep: Class 8 contains 21668 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 9652 members 
Mstep: Class 11 contains 12932 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 7500 members 
Mstep: Class 14 contains 15088 members 
Mstep: Class 15 contains 1224 members 
Mstep: Class 16 contains 118943 members 
Mstep: Class 18 contains 14944 members 
Mstep: Class 19 contains 17658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690664.000000 Penalty: 37625.707031
Iteration 90Q: 19 clusters Score -4.169066e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11923 members 
Mstep: Class 3 contains 21041 members 
Mstep: Class 4 contains 5189 members 
Mstep: Class 5 contains 1359 members 
Mstep: Class 6 contains 114415 members 
Mstep: Class 7 contains 8017 members 
Mstep: Class 8 contains 21626 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 12934 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 15103 members 
Mstep: Class 15 contains 1224 members 
Mstep: Class 16 contains 118896 members 
Mstep: Class 18 contains 15304 members 
Mstep: Class 19 contains 17642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690660.000000 Penalty: 37625.707031
Iteration 91Q: 19 clusters Score -4.169066e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11924 members 
Mstep: Class 3 contains 21067 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 114090 members 
Mstep: Class 7 contains 7993 members 
Mstep: Class 8 contains 21592 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9666 members 
Mstep: Class 11 contains 12937 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7509 members 
Mstep: Class 14 contains 15116 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 118841 members 
Mstep: Class 18 contains 15691 members 
Mstep: Class 19 contains 17608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690808.000000 Penalty: 37625.707031
Iteration 92Q: 19 clusters Score -4.169081e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11932 members 
Mstep: Class 3 contains 21088 members 
Mstep: Class 4 contains 5179 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 113792 members 
Mstep: Class 7 contains 7987 members 
Mstep: Class 8 contains 21551 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9665 members 
Mstep: Class 11 contains 12938 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7511 members 
Mstep: Class 14 contains 15137 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 118793 members 
Mstep: Class 18 contains 16065 members 
Mstep: Class 19 contains 17563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690808.000000 Penalty: 37625.707031
Iteration 93Q: 19 clusters Score -4.169081e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11937 members 
Mstep: Class 3 contains 21103 members 
Mstep: Class 4 contains 5172 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 113473 members 
Mstep: Class 7 contains 7991 members 
Mstep: Class 8 contains 21524 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 12946 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 7511 members 
Mstep: Class 14 contains 15150 members 
Mstep: Class 15 contains 1222 members 
Mstep: Class 16 contains 118751 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 17517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690860.000000 Penalty: 37625.707031
Iteration 94Q: 19 clusters Score -4.169086e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11938 members 
Mstep: Class 3 contains 21126 members 
Mstep: Class 4 contains 5160 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 113133 members 
Mstep: Class 7 contains 7989 members 
Mstep: Class 8 contains 21500 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9678 members 
Mstep: Class 11 contains 12954 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7515 members 
Mstep: Class 14 contains 15173 members 
Mstep: Class 15 contains 1222 members 
Mstep: Class 16 contains 118719 members 
Mstep: Class 18 contains 16848 members 
Mstep: Class 19 contains 17452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690856.000000 Penalty: 37625.707031
Iteration 95Q: 19 clusters Score -4.169086e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11939 members 
Mstep: Class 3 contains 21144 members 
Mstep: Class 4 contains 5152 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 112795 members 
Mstep: Class 7 contains 7984 members 
Mstep: Class 8 contains 21460 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9686 members 
Mstep: Class 11 contains 12967 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 15212 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 118699 members 
Mstep: Class 18 contains 17233 members 
Mstep: Class 19 contains 17394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690900.000000 Penalty: 37625.707031
Iteration 96Q: 19 clusters Score -4.16909e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11938 members 
Mstep: Class 3 contains 21161 members 
Mstep: Class 4 contains 5147 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 112446 members 
Mstep: Class 7 contains 7979 members 
Mstep: Class 8 contains 21417 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9690 members 
Mstep: Class 11 contains 12983 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7511 members 
Mstep: Class 14 contains 15242 members 
Mstep: Class 15 contains 1220 members 
Mstep: Class 16 contains 118677 members 
Mstep: Class 18 contains 17623 members 
Mstep: Class 19 contains 17351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690828.000000 Penalty: 37625.707031
Iteration 97Q: 19 clusters Score -4.169083e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11945 members 
Mstep: Class 3 contains 21181 members 
Mstep: Class 4 contains 5140 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 112065 members 
Mstep: Class 7 contains 7974 members 
Mstep: Class 8 contains 21363 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9691 members 
Mstep: Class 11 contains 13002 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7513 members 
Mstep: Class 14 contains 15270 members 
Mstep: Class 15 contains 1218 members 
Mstep: Class 16 contains 118671 members 
Mstep: Class 18 contains 18032 members 
Mstep: Class 19 contains 17310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690868.000000 Penalty: 37625.707031
Iteration 98Q: 19 clusters Score -4.169087e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11949 members 
Mstep: Class 3 contains 21201 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 111637 members 
Mstep: Class 7 contains 7975 members 
Mstep: Class 8 contains 21306 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9692 members 
Mstep: Class 11 contains 13016 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 15296 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 118671 members 
Mstep: Class 18 contains 18501 members 
Mstep: Class 19 contains 17258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690672.000000 Penalty: 37625.707031
Iteration 99Q: 19 clusters Score -4.169067e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 11959 members 
Mstep: Class 3 contains 21229 members 
Mstep: Class 4 contains 5130 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 111154 members 
Mstep: Class 7 contains 7972 members 
Mstep: Class 8 contains 21252 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 13033 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7507 members 
Mstep: Class 14 contains 15326 members 
Mstep: Class 15 contains 1216 members 
Mstep: Class 16 contains 118674 members 
Mstep: Class 18 contains 19018 members 
Mstep: Class 19 contains 17192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690760.000000 Penalty: 37625.707031
Iteration 100F: 19 clusters Score -4.169076e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 11960 members 
Mstep: Class 3 contains 21270 members 
Mstep: Class 4 contains 5116 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 110650 members 
Mstep: Class 7 contains 7969 members 
Mstep: Class 8 contains 21202 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9706 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 15354 members 
Mstep: Class 15 contains 1216 members 
Mstep: Class 16 contains 118677 members 
Mstep: Class 18 contains 19563 members 
Mstep: Class 19 contains 17124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690772.000000 Penalty: 37625.707031
Iteration 101Q: 19 clusters Score -4.169077e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11969 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 5109 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 110131 members 
Mstep: Class 7 contains 7974 members 
Mstep: Class 8 contains 21152 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9712 members 
Mstep: Class 11 contains 13038 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 14 contains 15393 members 
Mstep: Class 15 contains 1216 members 
Mstep: Class 16 contains 118640 members 
Mstep: Class 18 contains 20170 members 
Mstep: Class 19 contains 17033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690856.000000 Penalty: 37625.707031
Iteration 102Q: 19 clusters Score -4.169086e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11980 members 
Mstep: Class 3 contains 21338 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 109619 members 
Mstep: Class 7 contains 7981 members 
Mstep: Class 8 contains 21095 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9719 members 
Mstep: Class 11 contains 13037 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7490 members 
Mstep: Class 14 contains 15437 members 
Mstep: Class 15 contains 1216 members 
Mstep: Class 16 contains 118594 members 
Mstep: Class 18 contains 20787 members 
Mstep: Class 19 contains 16947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2089.052734 but Gain 2090.316406
Score: -41690644.000000 Penalty: 35535.390625
Iteration 103Q: 18 clusters Score -4.169064e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 11990 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 5090 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 109125 members 
Mstep: Class 7 contains 7984 members 
Mstep: Class 8 contains 21029 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9718 members 
Mstep: Class 11 contains 13044 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7488 members 
Mstep: Class 14 contains 15467 members 
Mstep: Class 16 contains 119757 members 
Mstep: Class 18 contains 21415 members 
Mstep: Class 19 contains 16852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691788.000000 Penalty: 35535.390625
Iteration 104Q: 18 clusters Score -4.169179e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12014 members 
Mstep: Class 3 contains 21431 members 
Mstep: Class 4 contains 5083 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 108721 members 
Mstep: Class 7 contains 7991 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9723 members 
Mstep: Class 11 contains 13043 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 14 contains 15480 members 
Mstep: Class 16 contains 119516 members 
Mstep: Class 18 contains 22076 members 
Mstep: Class 19 contains 16791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691848.000000 Penalty: 35535.390625
Iteration 105Q: 18 clusters Score -4.169185e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 12036 members 
Mstep: Class 3 contains 21476 members 
Mstep: Class 4 contains 5073 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 108321 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 20911 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 13054 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7490 members 
Mstep: Class 14 contains 15502 members 
Mstep: Class 16 contains 119238 members 
Mstep: Class 18 contains 22759 members 
Mstep: Class 19 contains 16736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692012.000000 Penalty: 35535.390625
Iteration 106Q: 18 clusters Score -4.169201e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12049 members 
Mstep: Class 3 contains 21529 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 107926 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 20832 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9734 members 
Mstep: Class 11 contains 13074 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7491 members 
Mstep: Class 14 contains 15538 members 
Mstep: Class 16 contains 118935 members 
Mstep: Class 18 contains 23453 members 
Mstep: Class 19 contains 16682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692092.000000 Penalty: 35535.390625
Iteration 107Q: 18 clusters Score -4.169209e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 12071 members 
Mstep: Class 3 contains 21567 members 
Mstep: Class 4 contains 5064 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 107484 members 
Mstep: Class 7 contains 8021 members 
Mstep: Class 8 contains 20767 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9743 members 
Mstep: Class 11 contains 13100 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 15567 members 
Mstep: Class 16 contains 118609 members 
Mstep: Class 18 contains 24243 members 
Mstep: Class 19 contains 16589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692000.000000 Penalty: 35535.390625
Iteration 108Q: 18 clusters Score -4.1692e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12100 members 
Mstep: Class 3 contains 21604 members 
Mstep: Class 4 contains 5060 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 107007 members 
Mstep: Class 7 contains 8029 members 
Mstep: Class 8 contains 20709 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9745 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 14 contains 15599 members 
Mstep: Class 16 contains 118259 members 
Mstep: Class 18 contains 25086 members 
Mstep: Class 19 contains 16513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692088.000000 Penalty: 35535.390625
Iteration 109Q: 18 clusters Score -4.169209e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12129 members 
Mstep: Class 3 contains 21629 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 106531 members 
Mstep: Class 7 contains 8040 members 
Mstep: Class 8 contains 20648 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9739 members 
Mstep: Class 11 contains 13110 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7507 members 
Mstep: Class 14 contains 15611 members 
Mstep: Class 16 contains 117901 members 
Mstep: Class 18 contains 26012 members 
Mstep: Class 19 contains 16405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692084.000000 Penalty: 35535.390625
Iteration 110Q: 18 clusters Score -4.169208e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 12160 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 106025 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 20570 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9737 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7515 members 
Mstep: Class 14 contains 15627 members 
Mstep: Class 16 contains 117586 members 
Mstep: Class 18 contains 26903 members 
Mstep: Class 19 contains 16332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692044.000000 Penalty: 35535.390625
Iteration 111Q: 18 clusters Score -4.169204e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12183 members 
Mstep: Class 3 contains 21686 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 105494 members 
Mstep: Class 7 contains 8063 members 
Mstep: Class 8 contains 20511 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9737 members 
Mstep: Class 11 contains 13126 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7519 members 
Mstep: Class 14 contains 15637 members 
Mstep: Class 16 contains 117235 members 
Mstep: Class 18 contains 27861 members 
Mstep: Class 19 contains 16255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692076.000000 Penalty: 35535.390625
Iteration 112Q: 18 clusters Score -4.169208e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 12216 members 
Mstep: Class 3 contains 21720 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 104912 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 20448 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9749 members 
Mstep: Class 11 contains 13133 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7511 members 
Mstep: Class 14 contains 15642 members 
Mstep: Class 16 contains 116903 members 
Mstep: Class 18 contains 28835 members 
Mstep: Class 19 contains 16186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691988.000000 Penalty: 35535.390625
Iteration 113Q: 18 clusters Score -4.169199e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 21742 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 104346 members 
Mstep: Class 7 contains 8083 members 
Mstep: Class 8 contains 20388 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9751 members 
Mstep: Class 11 contains 13131 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7509 members 
Mstep: Class 14 contains 15660 members 
Mstep: Class 16 contains 116594 members 
Mstep: Class 18 contains 29778 members 
Mstep: Class 19 contains 16110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691996.000000 Penalty: 35535.390625
Iteration 114Q: 18 clusters Score -4.1692e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 12271 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 4967 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 103736 members 
Mstep: Class 7 contains 8096 members 
Mstep: Class 8 contains 20341 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9746 members 
Mstep: Class 11 contains 13131 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7504 members 
Mstep: Class 14 contains 15683 members 
Mstep: Class 16 contains 116240 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 16027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691920.000000 Penalty: 35535.390625
Iteration 115Q: 18 clusters Score -4.169192e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12300 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 4950 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 103113 members 
Mstep: Class 7 contains 8112 members 
Mstep: Class 8 contains 20291 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9742 members 
Mstep: Class 11 contains 13132 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7497 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 16 contains 115871 members 
Mstep: Class 18 contains 31874 members 
Mstep: Class 19 contains 15936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692056.000000 Penalty: 35535.390625
Iteration 116Q: 18 clusters Score -4.169206e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12330 members 
Mstep: Class 3 contains 21778 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 102527 members 
Mstep: Class 7 contains 8130 members 
Mstep: Class 8 contains 20241 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9746 members 
Mstep: Class 11 contains 13133 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7487 members 
Mstep: Class 14 contains 15741 members 
Mstep: Class 16 contains 115486 members 
Mstep: Class 18 contains 32933 members 
Mstep: Class 19 contains 15840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692076.000000 Penalty: 35535.390625
Iteration 117Q: 18 clusters Score -4.169208e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12349 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 101920 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 20192 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9743 members 
Mstep: Class 11 contains 13148 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7484 members 
Mstep: Class 14 contains 15763 members 
Mstep: Class 16 contains 115070 members 
Mstep: Class 18 contains 34020 members 
Mstep: Class 19 contains 15743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692128.000000 Penalty: 35535.390625
Iteration 118Q: 18 clusters Score -4.169213e+07 nChanged 1642
Entering ConstructFrom: 
Score: -41692128.000000 Penalty: 35535.390625
Entering ConstructFrom: 
Trying to split cluster 1 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -387997.312500 Penalty: 1325.991333
	Iteration 0F: 2 clusters Score -387997.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -385014.062500 Penalty: 2651.982666
	Iteration 0F: 3 clusters Score -385014.1 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -385789.906250 Penalty: 2651.982666
	Iteration 1F: 3 clusters Score -385789.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -385966.875000 Penalty: 2651.982666
	Iteration 2F: 3 clusters Score -385966.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -386113.343750 Penalty: 2651.982666
	Iteration 3F: 3 clusters Score -386113.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -386242.406250 Penalty: 2651.982666
	Iteration 4F: 3 clusters Score -386242.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -386334.375000 Penalty: 2651.982666
	Iteration 5Q: 3 clusters Score -386334.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -386420.625000 Penalty: 2651.982666
	Iteration 6Q: 3 clusters Score -386420.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -386498.125000 Penalty: 2651.982666
	Iteration 7Q: 3 clusters Score -386498.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -386578.781250 Penalty: 2651.982666
	Iteration 8Q: 3 clusters Score -386578.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -386647.187500 Penalty: 2651.982666
	Iteration 9Q: 3 clusters Score -386647.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -386707.281250 Penalty: 2651.982666
	Iteration 10Q: 3 clusters Score -386707.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -386761.843750 Penalty: 2651.982666
	Iteration 11Q: 3 clusters Score -386761.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -386820.718750 Penalty: 2651.982666
	Iteration 12Q: 3 clusters Score -386820.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -386870.625000 Penalty: 2651.982666
	Iteration 13Q: 3 clusters Score -386870.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -386909.406250 Penalty: 2651.982666
	Iteration 14Q: 3 clusters Score -386909.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -386946.562500 Penalty: 2651.982666
	Iteration 15Q: 3 clusters Score -386946.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -386977.687500 Penalty: 2651.982666
	Iteration 16Q: 3 clusters Score -386977.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -387000.562500 Penalty: 2651.982666
	Iteration 17Q: 3 clusters Score -387000.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -387019.500000 Penalty: 2651.982666
	Iteration 18Q: 3 clusters Score -387019.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -387043.343750 Penalty: 2651.982666
	Iteration 19Q: 3 clusters Score -387043.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -387059.718750 Penalty: 2651.982666
	Iteration 20F: 3 clusters Score -387059.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -387073.187500 Penalty: 2651.982666
	Iteration 21Q: 3 clusters Score -387073.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -387082.468750 Penalty: 2651.982666
	Iteration 22Q: 3 clusters Score -387082.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -387090.406250 Penalty: 2651.982666
	Iteration 23Q: 3 clusters Score -387090.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -387093.937500 Penalty: 2651.982666
	Iteration 24Q: 3 clusters Score -387093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -387095.593750 Penalty: 2651.982666
	Iteration 25Q: 3 clusters Score -387095.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -387096.687500 Penalty: 2651.982666
	Iteration 26Q: 3 clusters Score -387096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -387097.750000 Penalty: 2651.982666
	Iteration 27Q: 3 clusters Score -387097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -387099.531250 Penalty: 2651.982666
	Iteration 28Q: 3 clusters Score -387099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -387099.437500 Penalty: 2651.982666
	Iteration 29Q: 3 clusters Score -387099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -387100.218750 Penalty: 2651.982666
	Iteration 30Q: 3 clusters Score -387100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -387099.875000 Penalty: 2651.982666
	Iteration 31Q: 3 clusters Score -387099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -387100.562500 Penalty: 2651.982666
	Iteration 32Q: 3 clusters Score -387100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -387100.500000 Penalty: 2651.982666
	Iteration 33Q: 3 clusters Score -387100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -387101.781250 Penalty: 2651.982666
	Iteration 34Q: 3 clusters Score -387101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -387101.125000 Penalty: 2651.982666
	Iteration 35Q: 3 clusters Score -387101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -387101.125000 Penalty: 2651.982666
	Iteration 36F: 3 clusters Score -387101.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Entering Unmasked Estep 
Score: -1399541.375000 Penalty: 1531.229126
	Iteration 0F: 2 clusters Score -1399541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1390896.625000 Penalty: 3062.458252
	Iteration 0F: 3 clusters Score -1390897 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1393756.375000 Penalty: 3062.458252
	Iteration 1F: 3 clusters Score -1393756 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1394041.500000 Penalty: 3062.458252
	Iteration 2F: 3 clusters Score -1394042 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1394349.750000 Penalty: 3062.458252
	Iteration 3Q: 3 clusters Score -1394350 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1394685.875000 Penalty: 3062.458252
	Iteration 4Q: 3 clusters Score -1394686 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1395026.750000 Penalty: 3062.458252
	Iteration 5Q: 3 clusters Score -1395027 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1395373.250000 Penalty: 3062.458252
	Iteration 6Q: 3 clusters Score -1395373 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1395755.625000 Penalty: 3062.458252
	Iteration 7Q: 3 clusters Score -1395756 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1396175.750000 Penalty: 3062.458252
	Iteration 8Q: 3 clusters Score -1396176 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1396618.500000 Penalty: 3062.458252
	Iteration 9Q: 3 clusters Score -1396618 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1396949.875000 Penalty: 3062.458252
	Iteration 10Q: 3 clusters Score -1396950 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1397190.875000 Penalty: 3062.458252
	Iteration 11Q: 3 clusters Score -1397191 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1397340.375000 Penalty: 3062.458252
	Iteration 12Q: 3 clusters Score -1397340 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1397430.875000 Penalty: 3062.458252
	Iteration 13Q: 3 clusters Score -1397431 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1397489.875000 Penalty: 3062.458252
	Iteration 14Q: 3 clusters Score -1397490 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1397534.125000 Penalty: 3062.458252
	Iteration 15Q: 3 clusters Score -1397534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1397560.500000 Penalty: 3062.458252
	Iteration 16Q: 3 clusters Score -1397560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1397578.625000 Penalty: 3062.458252
	Iteration 17Q: 3 clusters Score -1397579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1397595.750000 Penalty: 3062.458252
	Iteration 18Q: 3 clusters Score -1397596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1397610.375000 Penalty: 3062.458252
	Iteration 19Q: 3 clusters Score -1397610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1397622.625000 Penalty: 3062.458252
	Iteration 20F: 3 clusters Score -1397623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1397635.125000 Penalty: 3062.458252
	Iteration 21Q: 3 clusters Score -1397635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1397646.375000 Penalty: 3062.458252
	Iteration 22Q: 3 clusters Score -1397646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1397659.750000 Penalty: 3062.458252
	Iteration 23Q: 3 clusters Score -1397660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1397661.250000 Penalty: 3062.458252
	Iteration 24Q: 3 clusters Score -1397661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1397669.000000 Penalty: 3062.458252
	Iteration 25Q: 3 clusters Score -1397669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1397675.125000 Penalty: 3062.458252
	Iteration 26Q: 3 clusters Score -1397675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1397675.750000 Penalty: 3062.458252
	Iteration 27Q: 3 clusters Score -1397676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1397680.625000 Penalty: 3062.458252
	Iteration 28Q: 3 clusters Score -1397681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1397686.125000 Penalty: 3062.458252
	Iteration 29Q: 3 clusters Score -1397686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1397695.500000 Penalty: 3062.458252
	Iteration 30Q: 3 clusters Score -1397696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1397697.750000 Penalty: 3062.458252
	Iteration 31Q: 3 clusters Score -1397698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1397701.375000 Penalty: 3062.458252
	Iteration 32Q: 3 clusters Score -1397701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1397703.500000 Penalty: 3062.458252
	Iteration 33Q: 3 clusters Score -1397704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1397708.750000 Penalty: 3062.458252
	Iteration 34Q: 3 clusters Score -1397709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1397712.125000 Penalty: 3062.458252
	Iteration 35Q: 3 clusters Score -1397712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1397713.875000 Penalty: 3062.458252
	Iteration 36Q: 3 clusters Score -1397714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1397716.750000 Penalty: 3062.458252
	Iteration 37Q: 3 clusters Score -1397717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1397723.750000 Penalty: 3062.458252
	Iteration 38Q: 3 clusters Score -1397724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1397729.250000 Penalty: 3062.458252
	Iteration 39Q: 3 clusters Score -1397729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1397732.625000 Penalty: 3062.458252
	Iteration 40F: 3 clusters Score -1397733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1397738.625000 Penalty: 3062.458252
	Iteration 41Q: 3 clusters Score -1397739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1397741.125000 Penalty: 3062.458252
	Iteration 42Q: 3 clusters Score -1397741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1397741.750000 Penalty: 3062.458252
	Iteration 43Q: 3 clusters Score -1397742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1397746.750000 Penalty: 3062.458252
	Iteration 44Q: 3 clusters Score -1397747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1397752.500000 Penalty: 3062.458252
	Iteration 45Q: 3 clusters Score -1397752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1397753.125000 Penalty: 3062.458252
	Iteration 46Q: 3 clusters Score -1397753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1397758.500000 Penalty: 3062.458252
	Iteration 47Q: 3 clusters Score -1397758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1397765.125000 Penalty: 3062.458252
	Iteration 48Q: 3 clusters Score -1397765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1397762.875000 Penalty: 3062.458252
	Iteration 49Q: 3 clusters Score -1397763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1397764.250000 Penalty: 3062.458252
	Iteration 50Q: 3 clusters Score -1397764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1397767.625000 Penalty: 3062.458252
	Iteration 51Q: 3 clusters Score -1397768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1397769.375000 Penalty: 3062.458252
	Iteration 52Q: 3 clusters Score -1397769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1397767.750000 Penalty: 3062.458252
	Iteration 53Q: 3 clusters Score -1397768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1397774.750000 Penalty: 3062.458252
	Iteration 54Q: 3 clusters Score -1397775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1397778.375000 Penalty: 3062.458252
	Iteration 55Q: 3 clusters Score -1397778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1397784.625000 Penalty: 3062.458252
	Iteration 56Q: 3 clusters Score -1397785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1397790.500000 Penalty: 3062.458252
	Iteration 57Q: 3 clusters Score -1397790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1397794.250000 Penalty: 3062.458252
	Iteration 58Q: 3 clusters Score -1397794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1397795.000000 Penalty: 3062.458252
	Iteration 59Q: 3 clusters Score -1397795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1397794.375000 Penalty: 3062.458252
	Iteration 60F: 3 clusters Score -1397794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1397798.000000 Penalty: 3062.458252
	Iteration 61Q: 3 clusters Score -1397798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1397799.375000 Penalty: 3062.458252
	Iteration 62Q: 3 clusters Score -1397799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1397806.500000 Penalty: 3062.458252
	Iteration 63Q: 3 clusters Score -1397806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1397808.250000 Penalty: 3062.458252
	Iteration 64Q: 3 clusters Score -1397808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1397808.000000 Penalty: 3062.458252
	Iteration 65Q: 3 clusters Score -1397808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1397809.375000 Penalty: 3062.458252
	Iteration 66Q: 3 clusters Score -1397809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1397815.375000 Penalty: 3062.458252
	Iteration 67Q: 3 clusters Score -1397815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1397818.500000 Penalty: 3062.458252
	Iteration 68Q: 3 clusters Score -1397818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1397824.500000 Penalty: 3062.458252
	Iteration 69Q: 3 clusters Score -1397824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1397827.000000 Penalty: 3062.458252
	Iteration 70Q: 3 clusters Score -1397827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1397835.250000 Penalty: 3062.458252
	Iteration 71Q: 3 clusters Score -1397835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1397841.750000 Penalty: 3062.458252
	Iteration 72Q: 3 clusters Score -1397842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1397846.500000 Penalty: 3062.458252
	Iteration 73Q: 3 clusters Score -1397846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1397854.625000 Penalty: 3062.458252
	Iteration 74Q: 3 clusters Score -1397855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1397855.875000 Penalty: 3062.458252
	Iteration 75Q: 3 clusters Score -1397856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1397858.375000 Penalty: 3062.458252
	Iteration 76Q: 3 clusters Score -1397858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1397866.000000 Penalty: 3062.458252
	Iteration 77Q: 3 clusters Score -1397866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1397870.375000 Penalty: 3062.458252
	Iteration 78Q: 3 clusters Score -1397870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1397874.625000 Penalty: 3062.458252
	Iteration 79Q: 3 clusters Score -1397875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1397875.750000 Penalty: 3062.458252
	Iteration 80F: 3 clusters Score -1397876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1397881.000000 Penalty: 3062.458252
	Iteration 81Q: 3 clusters Score -1397881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1397883.125000 Penalty: 3062.458252
	Iteration 82Q: 3 clusters Score -1397883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1397890.750000 Penalty: 3062.458252
	Iteration 83Q: 3 clusters Score -1397891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1397898.625000 Penalty: 3062.458252
	Iteration 84Q: 3 clusters Score -1397899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1397899.625000 Penalty: 3062.458252
	Iteration 85Q: 3 clusters Score -1397900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1397906.000000 Penalty: 3062.458252
	Iteration 86Q: 3 clusters Score -1397906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1397913.625000 Penalty: 3062.458252
	Iteration 87Q: 3 clusters Score -1397914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1397917.250000 Penalty: 3062.458252
	Iteration 88Q: 3 clusters Score -1397917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1397925.750000 Penalty: 3062.458252
	Iteration 89Q: 3 clusters Score -1397926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1397932.125000 Penalty: 3062.458252
	Iteration 90Q: 3 clusters Score -1397932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1397946.875000 Penalty: 3062.458252
	Iteration 91Q: 3 clusters Score -1397947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1397948.500000 Penalty: 3062.458252
	Iteration 92Q: 3 clusters Score -1397948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1397956.875000 Penalty: 3062.458252
	Iteration 93Q: 3 clusters Score -1397957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1397966.500000 Penalty: 3062.458252
	Iteration 94Q: 3 clusters Score -1397966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1397977.125000 Penalty: 3062.458252
	Iteration 95Q: 3 clusters Score -1397977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1397986.000000 Penalty: 3062.458252
	Iteration 96Q: 3 clusters Score -1397986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1397997.250000 Penalty: 3062.458252
	Iteration 97Q: 3 clusters Score -1397997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1398005.250000 Penalty: 3062.458252
	Iteration 98Q: 3 clusters Score -1398005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1398015.750000 Penalty: 3062.458252
	Iteration 99Q: 3 clusters Score -1398016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1398021.875000 Penalty: 3062.458252
	Iteration 100F: 3 clusters Score -1398022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1398028.000000 Penalty: 3062.458252
	Iteration 101Q: 3 clusters Score -1398028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1398039.375000 Penalty: 3062.458252
	Iteration 102Q: 3 clusters Score -1398039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1398047.375000 Penalty: 3062.458252
	Iteration 103Q: 3 clusters Score -1398047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1398059.000000 Penalty: 3062.458252
	Iteration 104Q: 3 clusters Score -1398059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1398067.875000 Penalty: 3062.458252
	Iteration 105Q: 3 clusters Score -1398068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1398077.000000 Penalty: 3062.458252
	Iteration 106Q: 3 clusters Score -1398077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1398081.000000 Penalty: 3062.458252
	Iteration 107Q: 3 clusters Score -1398081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1398086.875000 Penalty: 3062.458252
	Iteration 108Q: 3 clusters Score -1398087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1398091.375000 Penalty: 3062.458252
	Iteration 109Q: 3 clusters Score -1398091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1398095.625000 Penalty: 3062.458252
	Iteration 110Q: 3 clusters Score -1398096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1398098.375000 Penalty: 3062.458252
	Iteration 111Q: 3 clusters Score -1398098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1398102.875000 Penalty: 3062.458252
	Iteration 112Q: 3 clusters Score -1398103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1398105.000000 Penalty: 3062.458252
	Iteration 113Q: 3 clusters Score -1398105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1398106.625000 Penalty: 3062.458252
	Iteration 114Q: 3 clusters Score -1398107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1398108.375000 Penalty: 3062.458252
	Iteration 115Q: 3 clusters Score -1398108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1398110.000000 Penalty: 3062.458252
	Iteration 116Q: 3 clusters Score -1398110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1398111.500000 Penalty: 3062.458252
	Iteration 117Q: 3 clusters Score -1398112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1398114.750000 Penalty: 3062.458252
	Iteration 118Q: 3 clusters Score -1398115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1398117.500000 Penalty: 3062.458252
	Iteration 119Q: 3 clusters Score -1398118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1398123.250000 Penalty: 3062.458252
	Iteration 120F: 3 clusters Score -1398123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1398126.500000 Penalty: 3062.458252
	Iteration 121Q: 3 clusters Score -1398126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1398128.375000 Penalty: 3062.458252
	Iteration 122Q: 3 clusters Score -1398128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1398129.250000 Penalty: 3062.458252
	Iteration 123Q: 3 clusters Score -1398129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1398132.375000 Penalty: 3062.458252
	Iteration 124Q: 3 clusters Score -1398132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1398131.500000 Penalty: 3062.458252
	Iteration 125Q: 3 clusters Score -1398132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1398133.375000 Penalty: 3062.458252
	Iteration 126Q: 3 clusters Score -1398133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1398131.625000 Penalty: 3062.458252
	Iteration 127Q: 3 clusters Score -1398132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1398131.625000 Penalty: 3062.458252
	Iteration 128Q: 3 clusters Score -1398132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1398132.250000 Penalty: 3062.458252
	Iteration 129Q: 3 clusters Score -1398132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1398132.000000 Penalty: 3062.458252
	Iteration 130Q: 3 clusters Score -1398132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1398132.000000 Penalty: 3062.458252
	Iteration 131Q: 3 clusters Score -1398132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1398134.125000 Penalty: 3062.458252
	Iteration 132Q: 3 clusters Score -1398134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1398134.250000 Penalty: 3062.458252
	Iteration 133Q: 3 clusters Score -1398134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1398134.500000 Penalty: 3062.458252
	Iteration 134Q: 3 clusters Score -1398134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1398134.125000 Penalty: 3062.458252
	Iteration 135Q: 3 clusters Score -1398134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1398134.125000 Penalty: 3062.458252
	Iteration 136F: 3 clusters Score -1398134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Entering Unmasked Estep 
Score: -2461041.500000 Penalty: 1623.462158
	Iteration 0F: 2 clusters Score -2461042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2446435.250000 Penalty: 3246.924316
	Iteration 0F: 3 clusters Score -2446435 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2451750.250000 Penalty: 3246.924316
	Iteration 1F: 3 clusters Score -2451750 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2452226.500000 Penalty: 3246.924316
	Iteration 2F: 3 clusters Score -2452226 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2452809.000000 Penalty: 3246.924316
	Iteration 3F: 3 clusters Score -2452809 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2453502.750000 Penalty: 3246.924316
	Iteration 4F: 3 clusters Score -2453503 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2454435.750000 Penalty: 3246.924316
	Iteration 5F: 3 clusters Score -2454436 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2455562.750000 Penalty: 3246.924316
	Iteration 6F: 3 clusters Score -2455563 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2456785.750000 Penalty: 3246.924316
	Iteration 7F: 3 clusters Score -2456786 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2457891.000000 Penalty: 3246.924316
	Iteration 8F: 3 clusters Score -2457891 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2458575.000000 Penalty: 3246.924316
	Iteration 9Q: 3 clusters Score -2458575 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2458984.750000 Penalty: 3246.924316
	Iteration 10Q: 3 clusters Score -2458985 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2459191.500000 Penalty: 3246.924316
	Iteration 11Q: 3 clusters Score -2459192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2459287.250000 Penalty: 3246.924316
	Iteration 12Q: 3 clusters Score -2459287 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2459360.500000 Penalty: 3246.924316
	Iteration 13Q: 3 clusters Score -2459360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2459403.000000 Penalty: 3246.924316
	Iteration 14Q: 3 clusters Score -2459403 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2459432.250000 Penalty: 3246.924316
	Iteration 15Q: 3 clusters Score -2459432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2459457.750000 Penalty: 3246.924316
	Iteration 16Q: 3 clusters Score -2459458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2459477.500000 Penalty: 3246.924316
	Iteration 17Q: 3 clusters Score -2459478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2459488.750000 Penalty: 3246.924316
	Iteration 18Q: 3 clusters Score -2459489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2459495.000000 Penalty: 3246.924316
	Iteration 19Q: 3 clusters Score -2459495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2459503.500000 Penalty: 3246.924316
	Iteration 20F: 3 clusters Score -2459504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2459510.000000 Penalty: 3246.924316
	Iteration 21Q: 3 clusters Score -2459510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2459520.250000 Penalty: 3246.924316
	Iteration 22Q: 3 clusters Score -2459520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2459525.250000 Penalty: 3246.924316
	Iteration 23Q: 3 clusters Score -2459525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2459534.500000 Penalty: 3246.924316
	Iteration 24Q: 3 clusters Score -2459534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2459532.000000 Penalty: 3246.924316
	Iteration 25Q: 3 clusters Score -2459532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2459534.500000 Penalty: 3246.924316
	Iteration 26Q: 3 clusters Score -2459534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2459538.750000 Penalty: 3246.924316
	Iteration 27Q: 3 clusters Score -2459539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2459542.000000 Penalty: 3246.924316
	Iteration 28Q: 3 clusters Score -2459542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2459547.250000 Penalty: 3246.924316
	Iteration 29Q: 3 clusters Score -2459547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2459548.250000 Penalty: 3246.924316
	Iteration 30Q: 3 clusters Score -2459548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2459549.500000 Penalty: 3246.924316
	Iteration 31Q: 3 clusters Score -2459550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2459554.000000 Penalty: 3246.924316
	Iteration 32Q: 3 clusters Score -2459554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2459557.500000 Penalty: 3246.924316
	Iteration 33Q: 3 clusters Score -2459558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2459565.000000 Penalty: 3246.924316
	Iteration 34Q: 3 clusters Score -2459565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2459566.250000 Penalty: 3246.924316
	Iteration 35Q: 3 clusters Score -2459566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2459569.750000 Penalty: 3246.924316
	Iteration 36Q: 3 clusters Score -2459570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2459571.500000 Penalty: 3246.924316
	Iteration 37Q: 3 clusters Score -2459572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2459576.000000 Penalty: 3246.924316
	Iteration 38Q: 3 clusters Score -2459576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2459577.500000 Penalty: 3246.924316
	Iteration 39Q: 3 clusters Score -2459578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2459577.750000 Penalty: 3246.924316
	Iteration 40F: 3 clusters Score -2459578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2459578.500000 Penalty: 3246.924316
	Iteration 41Q: 3 clusters Score -2459578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2459578.500000 Penalty: 3246.924316
	Iteration 42Q: 3 clusters Score -2459578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2459577.500000 Penalty: 3246.924316
	Iteration 43Q: 3 clusters Score -2459578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2459577.250000 Penalty: 3246.924316
	Iteration 44Q: 3 clusters Score -2459577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2459577.250000 Penalty: 3246.924316
	Iteration 45F: 3 clusters Score -2459577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Entering Unmasked Estep 
Score: -494661.125000 Penalty: 1381.026123
	Iteration 0F: 2 clusters Score -494661.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -490738.906250 Penalty: 2762.052246
	Iteration 0F: 3 clusters Score -490738.9 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -491823.875000 Penalty: 2762.052246
	Iteration 1F: 3 clusters Score -491823.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -492163.500000 Penalty: 2762.052246
	Iteration 2F: 3 clusters Score -492163.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -492619.093750 Penalty: 2762.052246
	Iteration 3F: 3 clusters Score -492619.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -493023.593750 Penalty: 2762.052246
	Iteration 4F: 3 clusters Score -493023.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -493289.625000 Penalty: 2762.052246
	Iteration 5F: 3 clusters Score -493289.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -493445.781250 Penalty: 2762.052246
	Iteration 6F: 3 clusters Score -493445.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -493544.937500 Penalty: 2762.052246
	Iteration 7Q: 3 clusters Score -493544.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -493617.343750 Penalty: 2762.052246
	Iteration 8Q: 3 clusters Score -493617.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -493664.406250 Penalty: 2762.052246
	Iteration 9Q: 3 clusters Score -493664.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -493697.218750 Penalty: 2762.052246
	Iteration 10Q: 3 clusters Score -493697.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -493721.562500 Penalty: 2762.052246
	Iteration 11Q: 3 clusters Score -493721.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -493744.000000 Penalty: 2762.052246
	Iteration 12Q: 3 clusters Score -493744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -493760.343750 Penalty: 2762.052246
	Iteration 13Q: 3 clusters Score -493760.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -493773.125000 Penalty: 2762.052246
	Iteration 14Q: 3 clusters Score -493773.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -493781.125000 Penalty: 2762.052246
	Iteration 15Q: 3 clusters Score -493781.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -493789.218750 Penalty: 2762.052246
	Iteration 16Q: 3 clusters Score -493789.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -493796.468750 Penalty: 2762.052246
	Iteration 17Q: 3 clusters Score -493796.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -493804.718750 Penalty: 2762.052246
	Iteration 18Q: 3 clusters Score -493804.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -493808.875000 Penalty: 2762.052246
	Iteration 19Q: 3 clusters Score -493808.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -493815.687500 Penalty: 2762.052246
	Iteration 20F: 3 clusters Score -493815.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -493827.218750 Penalty: 2762.052246
	Iteration 21Q: 3 clusters Score -493827.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -493836.625000 Penalty: 2762.052246
	Iteration 22Q: 3 clusters Score -493836.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -493843.812500 Penalty: 2762.052246
	Iteration 23Q: 3 clusters Score -493843.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -493851.843750 Penalty: 2762.052246
	Iteration 24Q: 3 clusters Score -493851.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -493857.906250 Penalty: 2762.052246
	Iteration 25Q: 3 clusters Score -493857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -493860.031250 Penalty: 2762.052246
	Iteration 26Q: 3 clusters Score -493860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -493860.875000 Penalty: 2762.052246
	Iteration 27Q: 3 clusters Score -493860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -493862.000000 Penalty: 2762.052246
	Iteration 28Q: 3 clusters Score -493862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -493861.468750 Penalty: 2762.052246
	Iteration 29Q: 3 clusters Score -493861.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -493862.625000 Penalty: 2762.052246
	Iteration 30Q: 3 clusters Score -493862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -493863.062500 Penalty: 2762.052246
	Iteration 31Q: 3 clusters Score -493863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -493863.062500 Penalty: 2762.052246
	Iteration 32F: 3 clusters Score -493863.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -137563.687500 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -137563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -135988.078125 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -135988.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -136593.515625 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -136593.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -136866.203125 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -136866.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -137025.031250 Penalty: 2344.474854
	Iteration 3F: 3 clusters Score -137025 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -137114.125000 Penalty: 2344.474854
	Iteration 4Q: 3 clusters Score -137114.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -137172.421875 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -137172.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -137217.250000 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -137217.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -137241.578125 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -137241.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -137260.046875 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -137260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -137270.328125 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -137270.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -137274.828125 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -137274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -137279.515625 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -137279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -137280.781250 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -137280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -137282.953125 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -137283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -137285.156250 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -137285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -137292.546875 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -137292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -137299.687500 Penalty: 2344.474854
	Iteration 16F: 3 clusters Score -137299.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -137335.562500 Penalty: 2344.474854
	Iteration 17Q: 3 clusters Score -137335.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -137346.453125 Penalty: 2344.474854
	Iteration 18Q: 3 clusters Score -137346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -137347.468750 Penalty: 2344.474854
	Iteration 19Q: 3 clusters Score -137347.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -137347.468750 Penalty: 2344.474854
	Iteration 20F: 3 clusters Score -137347.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Entering Unmasked Estep 
Score: -11134217.000000 Penalty: 1872.941162
	Iteration 0F: 2 clusters Score -1.113422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -11068767.000000 Penalty: 3745.882324
	Iteration 0F: 3 clusters Score -1.106877e+07 nChanged 48319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -11096988.000000 Penalty: 3745.882324
	Iteration 1F: 3 clusters Score -1.109699e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -11097797.000000 Penalty: 3745.882324
	Iteration 2Q: 3 clusters Score -1.10978e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -11098568.000000 Penalty: 3745.882324
	Iteration 3Q: 3 clusters Score -1.109857e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -11099380.000000 Penalty: 3745.882324
	Iteration 4Q: 3 clusters Score -1.109938e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -11100441.000000 Penalty: 3745.882324
	Iteration 5Q: 3 clusters Score -1.110044e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -11101746.000000 Penalty: 3745.882324
	Iteration 6Q: 3 clusters Score -1.110175e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -11103603.000000 Penalty: 3745.882324
	Iteration 7Q: 3 clusters Score -1.11036e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -11106563.000000 Penalty: 3745.882324
	Iteration 8F: 3 clusters Score -1.110656e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -11110820.000000 Penalty: 3745.882324
	Iteration 9F: 3 clusters Score -1.111082e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -11116378.000000 Penalty: 3745.882324
	Iteration 10F: 3 clusters Score -1.111638e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -11122219.000000 Penalty: 3745.882324
	Iteration 11F: 3 clusters Score -1.112222e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -11126515.000000 Penalty: 3745.882324
	Iteration 12F: 3 clusters Score -1.112652e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 96039 members 
Entering Unmasked Estep 
Score: -11129339.000000 Penalty: 3745.882324
	Iteration 13Q: 3 clusters Score -1.112934e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 98053 members 
Entering Unmasked Estep 
Score: -11130813.000000 Penalty: 3745.882324
	Iteration 14Q: 3 clusters Score -1.113081e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 99145 members 
Entering Unmasked Estep 
Score: -11131580.000000 Penalty: 3745.882324
	Iteration 15Q: 3 clusters Score -1.113158e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 99765 members 
Entering Unmasked Estep 
Score: -11132026.000000 Penalty: 3745.882324
	Iteration 16Q: 3 clusters Score -1.113203e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -11132295.000000 Penalty: 3745.882324
	Iteration 17Q: 3 clusters Score -1.11323e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 100311 members 
Entering Unmasked Estep 
Score: -11132452.000000 Penalty: 3745.882324
	Iteration 18Q: 3 clusters Score -1.113245e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -11132582.000000 Penalty: 3745.882324
	Iteration 19Q: 3 clusters Score -1.113258e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 100517 members 
Entering Unmasked Estep 
Score: -11132621.000000 Penalty: 3745.882324
	Iteration 20F: 3 clusters Score -1.113262e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -11132648.000000 Penalty: 3745.882324
	Iteration 21Q: 3 clusters Score -1.113265e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 100587 members 
Entering Unmasked Estep 
Score: -11132657.000000 Penalty: 3745.882324
	Iteration 22Q: 3 clusters Score -1.113266e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -11132669.000000 Penalty: 3745.882324
	Iteration 23Q: 3 clusters Score -1.113267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -11132694.000000 Penalty: 3745.882324
	Iteration 24Q: 3 clusters Score -1.113269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 100644 members 
Entering Unmasked Estep 
Score: -11132693.000000 Penalty: 3745.882324
	Iteration 25Q: 3 clusters Score -1.113269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
Score: -11132707.000000 Penalty: 3745.882324
	Iteration 26Q: 3 clusters Score -1.113271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -11132707.000000 Penalty: 3745.882324
	Iteration 27Q: 3 clusters Score -1.113271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 100673 members 
Entering Unmasked Estep 
Score: -11132713.000000 Penalty: 3745.882324
	Iteration 28Q: 3 clusters Score -1.113271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 100676 members 
Entering Unmasked Estep 
Score: -11132708.000000 Penalty: 3745.882324
	Iteration 29Q: 3 clusters Score -1.113271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 100678 members 
Entering Unmasked Estep 
Score: -11132712.000000 Penalty: 3745.882324
	Iteration 30Q: 3 clusters Score -1.113271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -11132715.000000 Penalty: 3745.882324
	Iteration 31Q: 3 clusters Score -1.113272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -11132715.000000 Penalty: 3745.882324
	Iteration 32F: 3 clusters Score -1.113272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Entering Unmasked Estep 
Score: -869877.000000 Penalty: 1463.896118
	Iteration 0F: 2 clusters Score -869877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -863884.562500 Penalty: 2927.792236
	Iteration 0F: 3 clusters Score -863884.6 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -865907.937500 Penalty: 2927.792236
	Iteration 1F: 3 clusters Score -865907.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -866434.250000 Penalty: 2927.792236
	Iteration 2F: 3 clusters Score -866434.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -866996.437500 Penalty: 2927.792236
	Iteration 3F: 3 clusters Score -866996.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -867433.125000 Penalty: 2927.792236
	Iteration 4F: 3 clusters Score -867433.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -867754.562500 Penalty: 2927.792236
	Iteration 5F: 3 clusters Score -867754.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -867965.875000 Penalty: 2927.792236
	Iteration 6Q: 3 clusters Score -867965.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -868112.562500 Penalty: 2927.792236
	Iteration 7Q: 3 clusters Score -868112.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -868215.312500 Penalty: 2927.792236
	Iteration 8Q: 3 clusters Score -868215.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -868295.000000 Penalty: 2927.792236
	Iteration 9Q: 3 clusters Score -868295 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -868346.250000 Penalty: 2927.792236
	Iteration 10Q: 3 clusters Score -868346.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -868383.062500 Penalty: 2927.792236
	Iteration 11Q: 3 clusters Score -868383.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -868421.500000 Penalty: 2927.792236
	Iteration 12Q: 3 clusters Score -868421.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -868458.125000 Penalty: 2927.792236
	Iteration 13Q: 3 clusters Score -868458.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -868489.312500 Penalty: 2927.792236
	Iteration 14Q: 3 clusters Score -868489.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -868520.687500 Penalty: 2927.792236
	Iteration 15Q: 3 clusters Score -868520.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -868556.875000 Penalty: 2927.792236
	Iteration 16Q: 3 clusters Score -868556.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -868602.125000 Penalty: 2927.792236
	Iteration 17Q: 3 clusters Score -868602.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -868648.937500 Penalty: 2927.792236
	Iteration 18Q: 3 clusters Score -868648.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -868691.062500 Penalty: 2927.792236
	Iteration 19Q: 3 clusters Score -868691.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -868739.812500 Penalty: 2927.792236
	Iteration 20F: 3 clusters Score -868739.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -868788.500000 Penalty: 2927.792236
	Iteration 21Q: 3 clusters Score -868788.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -868835.125000 Penalty: 2927.792236
	Iteration 22Q: 3 clusters Score -868835.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -868879.812500 Penalty: 2927.792236
	Iteration 23Q: 3 clusters Score -868879.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -868916.750000 Penalty: 2927.792236
	Iteration 24Q: 3 clusters Score -868916.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -868955.125000 Penalty: 2927.792236
	Iteration 25Q: 3 clusters Score -868955.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -868997.625000 Penalty: 2927.792236
	Iteration 26Q: 3 clusters Score -868997.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -869044.062500 Penalty: 2927.792236
	Iteration 27Q: 3 clusters Score -869044.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -869110.187500 Penalty: 2927.792236
	Iteration 28Q: 3 clusters Score -869110.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -869166.125000 Penalty: 2927.792236
	Iteration 29Q: 3 clusters Score -869166.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -869212.000000 Penalty: 2927.792236
	Iteration 30Q: 3 clusters Score -869212 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -869259.187500 Penalty: 2927.792236
	Iteration 31Q: 3 clusters Score -869259.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -869292.750000 Penalty: 2927.792236
	Iteration 32Q: 3 clusters Score -869292.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -869324.312500 Penalty: 2927.792236
	Iteration 33Q: 3 clusters Score -869324.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -869360.500000 Penalty: 2927.792236
	Iteration 34Q: 3 clusters Score -869360.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -869386.937500 Penalty: 2927.792236
	Iteration 35Q: 3 clusters Score -869386.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -869407.875000 Penalty: 2927.792236
	Iteration 36Q: 3 clusters Score -869407.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -869422.562500 Penalty: 2927.792236
	Iteration 37Q: 3 clusters Score -869422.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -869432.937500 Penalty: 2927.792236
	Iteration 38Q: 3 clusters Score -869432.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -869439.625000 Penalty: 2927.792236
	Iteration 39Q: 3 clusters Score -869439.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -869442.062500 Penalty: 2927.792236
	Iteration 40F: 3 clusters Score -869442.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -869444.875000 Penalty: 2927.792236
	Iteration 41Q: 3 clusters Score -869444.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -869446.312500 Penalty: 2927.792236
	Iteration 42Q: 3 clusters Score -869446.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -869446.875000 Penalty: 2927.792236
	Iteration 43Q: 3 clusters Score -869446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -869446.375000 Penalty: 2927.792236
	Iteration 44Q: 3 clusters Score -869446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -869448.750000 Penalty: 2927.792236
	Iteration 45Q: 3 clusters Score -869448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -869448.500000 Penalty: 2927.792236
	Iteration 46Q: 3 clusters Score -869448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -869451.312500 Penalty: 2927.792236
	Iteration 47Q: 3 clusters Score -869451.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -869452.562500 Penalty: 2927.792236
	Iteration 48Q: 3 clusters Score -869452.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -869453.500000 Penalty: 2927.792236
	Iteration 49Q: 3 clusters Score -869453.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -869455.125000 Penalty: 2927.792236
	Iteration 50Q: 3 clusters Score -869455.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -869455.875000 Penalty: 2927.792236
	Iteration 51Q: 3 clusters Score -869455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -869455.687500 Penalty: 2927.792236
	Iteration 52Q: 3 clusters Score -869455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -869457.812500 Penalty: 2927.792236
	Iteration 53Q: 3 clusters Score -869457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -869459.062500 Penalty: 2927.792236
	Iteration 54Q: 3 clusters Score -869459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -869458.875000 Penalty: 2927.792236
	Iteration 55Q: 3 clusters Score -869458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -869458.437500 Penalty: 2927.792236
	Iteration 56Q: 3 clusters Score -869458.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -869459.312500 Penalty: 2927.792236
	Iteration 57Q: 3 clusters Score -869459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -869457.687500 Penalty: 2927.792236
	Iteration 58Q: 3 clusters Score -869457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -869459.500000 Penalty: 2927.792236
	Iteration 59Q: 3 clusters Score -869459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -869457.187500 Penalty: 2927.792236
	Iteration 60F: 3 clusters Score -869457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -869459.000000 Penalty: 2927.792236
	Iteration 61Q: 3 clusters Score -869459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -869458.125000 Penalty: 2927.792236
	Iteration 62Q: 3 clusters Score -869458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -869460.125000 Penalty: 2927.792236
	Iteration 63Q: 3 clusters Score -869460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -869461.125000 Penalty: 2927.792236
	Iteration 64Q: 3 clusters Score -869461.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -869461.062500 Penalty: 2927.792236
	Iteration 65Q: 3 clusters Score -869461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -869462.312500 Penalty: 2927.792236
	Iteration 66Q: 3 clusters Score -869462.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -869462.562500 Penalty: 2927.792236
	Iteration 67Q: 3 clusters Score -869462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -869463.750000 Penalty: 2927.792236
	Iteration 68Q: 3 clusters Score -869463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -869464.750000 Penalty: 2927.792236
	Iteration 69Q: 3 clusters Score -869464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -869466.062500 Penalty: 2927.792236
	Iteration 70Q: 3 clusters Score -869466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -869466.437500 Penalty: 2927.792236
	Iteration 71Q: 3 clusters Score -869466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -869467.562500 Penalty: 2927.792236
	Iteration 72Q: 3 clusters Score -869467.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -869466.937500 Penalty: 2927.792236
	Iteration 73Q: 3 clusters Score -869466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -869465.937500 Penalty: 2927.792236
	Iteration 74Q: 3 clusters Score -869465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -869465.937500 Penalty: 2927.792236
	Iteration 75Q: 3 clusters Score -869465.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -869465.937500 Penalty: 2927.792236
	Iteration 76F: 3 clusters Score -869465.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Entering Unmasked Estep 
Score: -2167910.000000 Penalty: 1610.563110
	Iteration 0F: 2 clusters Score -2167910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2154346.000000 Penalty: 3221.126221
	Iteration 0F: 3 clusters Score -2154346 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2159055.250000 Penalty: 3221.126221
	Iteration 1F: 3 clusters Score -2159055 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2159351.250000 Penalty: 3221.126221
	Iteration 2Q: 3 clusters Score -2159351 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2159662.500000 Penalty: 3221.126221
	Iteration 3Q: 3 clusters Score -2159662 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2160049.750000 Penalty: 3221.126221
	Iteration 4Q: 3 clusters Score -2160050 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2160623.750000 Penalty: 3221.126221
	Iteration 5F: 3 clusters Score -2160624 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2161380.500000 Penalty: 3221.126221
	Iteration 6F: 3 clusters Score -2161380 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2162365.250000 Penalty: 3221.126221
	Iteration 7F: 3 clusters Score -2162365 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2163481.500000 Penalty: 3221.126221
	Iteration 8F: 3 clusters Score -2163482 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2164550.250000 Penalty: 3221.126221
	Iteration 9F: 3 clusters Score -2164550 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2165399.750000 Penalty: 3221.126221
	Iteration 10Q: 3 clusters Score -2165400 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2165992.750000 Penalty: 3221.126221
	Iteration 11Q: 3 clusters Score -2165993 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2166357.000000 Penalty: 3221.126221
	Iteration 12Q: 3 clusters Score -2166357 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2166500.750000 Penalty: 3221.126221
	Iteration 13Q: 3 clusters Score -2166501 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2166580.250000 Penalty: 3221.126221
	Iteration 14Q: 3 clusters Score -2166580 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2166625.250000 Penalty: 3221.126221
	Iteration 15Q: 3 clusters Score -2166625 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2166657.250000 Penalty: 3221.126221
	Iteration 16Q: 3 clusters Score -2166657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2166671.500000 Penalty: 3221.126221
	Iteration 17Q: 3 clusters Score -2166672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2166688.500000 Penalty: 3221.126221
	Iteration 18Q: 3 clusters Score -2166688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2166701.750000 Penalty: 3221.126221
	Iteration 19Q: 3 clusters Score -2166702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2166707.250000 Penalty: 3221.126221
	Iteration 20F: 3 clusters Score -2166707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2166718.000000 Penalty: 3221.126221
	Iteration 21Q: 3 clusters Score -2166718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2166728.250000 Penalty: 3221.126221
	Iteration 22Q: 3 clusters Score -2166728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2166737.250000 Penalty: 3221.126221
	Iteration 23Q: 3 clusters Score -2166737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2166748.500000 Penalty: 3221.126221
	Iteration 24Q: 3 clusters Score -2166748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2166761.750000 Penalty: 3221.126221
	Iteration 25Q: 3 clusters Score -2166762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2166772.000000 Penalty: 3221.126221
	Iteration 26Q: 3 clusters Score -2166772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2166774.750000 Penalty: 3221.126221
	Iteration 27Q: 3 clusters Score -2166775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2166789.500000 Penalty: 3221.126221
	Iteration 28Q: 3 clusters Score -2166790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2166799.250000 Penalty: 3221.126221
	Iteration 29Q: 3 clusters Score -2166799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2166811.250000 Penalty: 3221.126221
	Iteration 30Q: 3 clusters Score -2166811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2166828.500000 Penalty: 3221.126221
	Iteration 31Q: 3 clusters Score -2166828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2166847.500000 Penalty: 3221.126221
	Iteration 32Q: 3 clusters Score -2166848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2166864.750000 Penalty: 3221.126221
	Iteration 33Q: 3 clusters Score -2166865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2166896.500000 Penalty: 3221.126221
	Iteration 34Q: 3 clusters Score -2166896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2166928.750000 Penalty: 3221.126221
	Iteration 35Q: 3 clusters Score -2166929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2166961.000000 Penalty: 3221.126221
	Iteration 36Q: 3 clusters Score -2166961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2166981.000000 Penalty: 3221.126221
	Iteration 37Q: 3 clusters Score -2166981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2166999.500000 Penalty: 3221.126221
	Iteration 38Q: 3 clusters Score -2167000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2167015.500000 Penalty: 3221.126221
	Iteration 39Q: 3 clusters Score -2167016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2167031.000000 Penalty: 3221.126221
	Iteration 40F: 3 clusters Score -2167031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2167042.000000 Penalty: 3221.126221
	Iteration 41Q: 3 clusters Score -2167042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2167052.000000 Penalty: 3221.126221
	Iteration 42Q: 3 clusters Score -2167052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2167063.500000 Penalty: 3221.126221
	Iteration 43Q: 3 clusters Score -2167064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2167069.000000 Penalty: 3221.126221
	Iteration 44Q: 3 clusters Score -2167069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2167072.250000 Penalty: 3221.126221
	Iteration 45Q: 3 clusters Score -2167072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2167076.250000 Penalty: 3221.126221
	Iteration 46Q: 3 clusters Score -2167076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2167076.500000 Penalty: 3221.126221
	Iteration 47Q: 3 clusters Score -2167076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2167082.000000 Penalty: 3221.126221
	Iteration 48Q: 3 clusters Score -2167082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2167083.250000 Penalty: 3221.126221
	Iteration 49Q: 3 clusters Score -2167083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2167085.250000 Penalty: 3221.126221
	Iteration 50Q: 3 clusters Score -2167085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2167086.250000 Penalty: 3221.126221
	Iteration 51Q: 3 clusters Score -2167086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2167088.000000 Penalty: 3221.126221
	Iteration 52Q: 3 clusters Score -2167088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2167086.250000 Penalty: 3221.126221
	Iteration 53Q: 3 clusters Score -2167086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2167086.000000 Penalty: 3221.126221
	Iteration 54Q: 3 clusters Score -2167086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2167087.750000 Penalty: 3221.126221
	Iteration 55Q: 3 clusters Score -2167088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2167087.750000 Penalty: 3221.126221
	Iteration 56F: 3 clusters Score -2167088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -41777.480469 Penalty: 974.423523
	Iteration 0F: 2 clusters Score -41777.48 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 202 members 
Entering Unmasked Estep 
Score: -40796.371094 Penalty: 1948.847046
	Iteration 0F: 3 clusters Score -40796.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41205.660156 Penalty: 1948.847046
	Iteration 1F: 3 clusters Score -41205.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41387.550781 Penalty: 1948.847046
	Iteration 2F: 3 clusters Score -41387.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41476.765625 Penalty: 1948.847046
	Iteration 3F: 3 clusters Score -41476.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41545.921875 Penalty: 1948.847046
	Iteration 4Q: 3 clusters Score -41545.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41600.031250 Penalty: 1948.847046
	Iteration 5Q: 3 clusters Score -41600.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41655.339844 Penalty: 1948.847046
	Iteration 6Q: 3 clusters Score -41655.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41706.843750 Penalty: 1948.847046
	Iteration 7Q: 3 clusters Score -41706.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41755.046875 Penalty: 1948.847046
	Iteration 8Q: 3 clusters Score -41755.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -41779.250000 Penalty: 1948.847046
	Iteration 9Q: 3 clusters Score -41779.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -41791.039062 Penalty: 1948.847046
	Iteration 10Q: 3 clusters Score -41791.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -41805.136719 Penalty: 1948.847046
	Iteration 11Q: 3 clusters Score -41805.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41827.691406 Penalty: 1948.847046
	Iteration 12Q: 3 clusters Score -41827.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -41845.929688 Penalty: 1948.847046
	Iteration 13Q: 3 clusters Score -41845.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -41871.968750 Penalty: 1948.847046
	Iteration 14Q: 3 clusters Score -41871.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -41871.968750 Penalty: 1948.847046
	Iteration 15F: 3 clusters Score -41871.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12369 members 
Mstep: Class 3 contains 21819 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 101295 members 
Mstep: Class 7 contains 8173 members 
Mstep: Class 8 contains 20154 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 9750 members 
Mstep: Class 11 contains 13166 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 15798 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 114621 members 
Mstep: Class 18 contains 35099 members 
Mstep: Class 19 contains 15669 members 
Entering Unmasked Estep 
Score: -41691084.000000 Penalty: 37625.707031
Splitting cluster 9 changes total score from -41692128.000000 to -41691084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Entering Unmasked Estep 
Score: -1050712.500000 Penalty: 1492.566162
	Iteration 0F: 2 clusters Score -1050712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1043745.750000 Penalty: 2985.132324
	Iteration 0F: 3 clusters Score -1043746 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1046182.000000 Penalty: 2985.132324
	Iteration 1F: 3 clusters Score -1046182 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1046576.187500 Penalty: 2985.132324
	Iteration 2F: 3 clusters Score -1046576 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1047068.437500 Penalty: 2985.132324
	Iteration 3F: 3 clusters Score -1047068 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1047699.187500 Penalty: 2985.132324
	Iteration 4F: 3 clusters Score -1047699 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1048233.187500 Penalty: 2985.132324
	Iteration 5F: 3 clusters Score -1048233 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1048679.500000 Penalty: 2985.132324
	Iteration 6F: 3 clusters Score -1048680 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1049064.000000 Penalty: 2985.132324
	Iteration 7F: 3 clusters Score -1049064 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1049403.500000 Penalty: 2985.132324
	Iteration 8Q: 3 clusters Score -1049404 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1049678.625000 Penalty: 2985.132324
	Iteration 9Q: 3 clusters Score -1049679 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1049860.875000 Penalty: 2985.132324
	Iteration 10Q: 3 clusters Score -1049861 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1049993.875000 Penalty: 2985.132324
	Iteration 11Q: 3 clusters Score -1049994 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1050085.250000 Penalty: 2985.132324
	Iteration 12Q: 3 clusters Score -1050085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1050162.625000 Penalty: 2985.132324
	Iteration 13Q: 3 clusters Score -1050163 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1050236.875000 Penalty: 2985.132324
	Iteration 14Q: 3 clusters Score -1050237 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1050296.375000 Penalty: 2985.132324
	Iteration 15Q: 3 clusters Score -1050296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1050338.625000 Penalty: 2985.132324
	Iteration 16Q: 3 clusters Score -1050339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1050372.125000 Penalty: 2985.132324
	Iteration 17Q: 3 clusters Score -1050372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1050397.000000 Penalty: 2985.132324
	Iteration 18Q: 3 clusters Score -1050397 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1050420.500000 Penalty: 2985.132324
	Iteration 19Q: 3 clusters Score -1050420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1050438.125000 Penalty: 2985.132324
	Iteration 20F: 3 clusters Score -1050438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1050454.375000 Penalty: 2985.132324
	Iteration 21Q: 3 clusters Score -1050454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1050467.875000 Penalty: 2985.132324
	Iteration 22Q: 3 clusters Score -1050468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1050475.500000 Penalty: 2985.132324
	Iteration 23Q: 3 clusters Score -1050476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1050478.750000 Penalty: 2985.132324
	Iteration 24Q: 3 clusters Score -1050479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1050486.125000 Penalty: 2985.132324
	Iteration 25Q: 3 clusters Score -1050486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1050487.250000 Penalty: 2985.132324
	Iteration 26Q: 3 clusters Score -1050487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1050488.625000 Penalty: 2985.132324
	Iteration 27Q: 3 clusters Score -1050489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1050489.125000 Penalty: 2985.132324
	Iteration 28Q: 3 clusters Score -1050489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1050490.875000 Penalty: 2985.132324
	Iteration 29Q: 3 clusters Score -1050491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1050491.375000 Penalty: 2985.132324
	Iteration 30Q: 3 clusters Score -1050491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1050494.000000 Penalty: 2985.132324
	Iteration 31Q: 3 clusters Score -1050494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1050493.625000 Penalty: 2985.132324
	Iteration 32Q: 3 clusters Score -1050494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1050493.375000 Penalty: 2985.132324
	Iteration 33Q: 3 clusters Score -1050493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1050493.375000 Penalty: 2985.132324
	Iteration 34F: 3 clusters Score -1050493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Entering Unmasked Estep 
Score: -1480232.250000 Penalty: 1541.376343
	Iteration 0F: 2 clusters Score -1480232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1471026.125000 Penalty: 3082.752686
	Iteration 0F: 3 clusters Score -1471026 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1474332.625000 Penalty: 3082.752686
	Iteration 1F: 3 clusters Score -1474333 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1474796.875000 Penalty: 3082.752686
	Iteration 2F: 3 clusters Score -1474797 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1475253.750000 Penalty: 3082.752686
	Iteration 3F: 3 clusters Score -1475254 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1475792.375000 Penalty: 3082.752686
	Iteration 4F: 3 clusters Score -1475792 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1476440.375000 Penalty: 3082.752686
	Iteration 5F: 3 clusters Score -1476440 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1477157.625000 Penalty: 3082.752686
	Iteration 6F: 3 clusters Score -1477158 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1477869.250000 Penalty: 3082.752686
	Iteration 7F: 3 clusters Score -1477869 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1478402.875000 Penalty: 3082.752686
	Iteration 8Q: 3 clusters Score -1478403 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1478793.250000 Penalty: 3082.752686
	Iteration 9Q: 3 clusters Score -1478793 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1479038.375000 Penalty: 3082.752686
	Iteration 10Q: 3 clusters Score -1479038 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1479168.500000 Penalty: 3082.752686
	Iteration 11Q: 3 clusters Score -1479168 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1479242.125000 Penalty: 3082.752686
	Iteration 12Q: 3 clusters Score -1479242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1479297.750000 Penalty: 3082.752686
	Iteration 13Q: 3 clusters Score -1479298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1479323.625000 Penalty: 3082.752686
	Iteration 14Q: 3 clusters Score -1479324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1479349.750000 Penalty: 3082.752686
	Iteration 15Q: 3 clusters Score -1479350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1479370.625000 Penalty: 3082.752686
	Iteration 16Q: 3 clusters Score -1479371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1479400.125000 Penalty: 3082.752686
	Iteration 17Q: 3 clusters Score -1479400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1479419.125000 Penalty: 3082.752686
	Iteration 18Q: 3 clusters Score -1479419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1479430.875000 Penalty: 3082.752686
	Iteration 19Q: 3 clusters Score -1479431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1479445.500000 Penalty: 3082.752686
	Iteration 20F: 3 clusters Score -1479446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1479460.625000 Penalty: 3082.752686
	Iteration 21Q: 3 clusters Score -1479461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1479472.750000 Penalty: 3082.752686
	Iteration 22Q: 3 clusters Score -1479473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1479486.000000 Penalty: 3082.752686
	Iteration 23Q: 3 clusters Score -1479486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1479501.500000 Penalty: 3082.752686
	Iteration 24Q: 3 clusters Score -1479502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1479509.000000 Penalty: 3082.752686
	Iteration 25Q: 3 clusters Score -1479509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1479521.250000 Penalty: 3082.752686
	Iteration 26Q: 3 clusters Score -1479521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1479538.125000 Penalty: 3082.752686
	Iteration 27Q: 3 clusters Score -1479538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1479544.875000 Penalty: 3082.752686
	Iteration 28Q: 3 clusters Score -1479545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1479549.250000 Penalty: 3082.752686
	Iteration 29Q: 3 clusters Score -1479549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1479562.000000 Penalty: 3082.752686
	Iteration 30Q: 3 clusters Score -1479562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1479568.125000 Penalty: 3082.752686
	Iteration 31Q: 3 clusters Score -1479568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1479573.000000 Penalty: 3082.752686
	Iteration 32Q: 3 clusters Score -1479573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1479577.625000 Penalty: 3082.752686
	Iteration 33Q: 3 clusters Score -1479578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1479580.125000 Penalty: 3082.752686
	Iteration 34Q: 3 clusters Score -1479580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1479583.750000 Penalty: 3082.752686
	Iteration 35Q: 3 clusters Score -1479584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1479585.375000 Penalty: 3082.752686
	Iteration 36Q: 3 clusters Score -1479585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1479587.125000 Penalty: 3082.752686
	Iteration 37Q: 3 clusters Score -1479587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1479585.875000 Penalty: 3082.752686
	Iteration 38Q: 3 clusters Score -1479586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1479585.875000 Penalty: 3082.752686
	Iteration 39F: 3 clusters Score -1479586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -34086.890625 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -34086.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33106.300781 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -33106.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33265.843750 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -33265.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33310.121094 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -33310.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33330.550781 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -33330.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33354.425781 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -33354.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33364.140625 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -33364.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33373.410156 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -33373.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33373.410156 Penalty: 1930.555664
	Iteration 7F: 3 clusters Score -33373.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -832430.750000 Penalty: 1449.563232
	Iteration 0F: 2 clusters Score -832430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -826866.375000 Penalty: 2899.126465
	Iteration 0F: 3 clusters Score -826866.4 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -828496.562500 Penalty: 2899.126465
	Iteration 1F: 3 clusters Score -828496.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -828738.937500 Penalty: 2899.126465
	Iteration 2F: 3 clusters Score -828738.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -828951.062500 Penalty: 2899.126465
	Iteration 3F: 3 clusters Score -828951.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -829129.437500 Penalty: 2899.126465
	Iteration 4Q: 3 clusters Score -829129.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -829288.625000 Penalty: 2899.126465
	Iteration 5Q: 3 clusters Score -829288.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -829416.312500 Penalty: 2899.126465
	Iteration 6Q: 3 clusters Score -829416.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -829539.000000 Penalty: 2899.126465
	Iteration 7Q: 3 clusters Score -829539 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -829693.812500 Penalty: 2899.126465
	Iteration 8Q: 3 clusters Score -829693.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -829870.937500 Penalty: 2899.126465
	Iteration 9Q: 3 clusters Score -829870.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -830080.937500 Penalty: 2899.126465
	Iteration 10Q: 3 clusters Score -830080.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -830292.687500 Penalty: 2899.126465
	Iteration 11Q: 3 clusters Score -830292.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -830471.625000 Penalty: 2899.126465
	Iteration 12Q: 3 clusters Score -830471.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -830610.687500 Penalty: 2899.126465
	Iteration 13Q: 3 clusters Score -830610.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -830708.750000 Penalty: 2899.126465
	Iteration 14Q: 3 clusters Score -830708.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -830793.187500 Penalty: 2899.126465
	Iteration 15Q: 3 clusters Score -830793.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -830876.937500 Penalty: 2899.126465
	Iteration 16Q: 3 clusters Score -830876.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -830946.187500 Penalty: 2899.126465
	Iteration 17Q: 3 clusters Score -830946.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -831016.187500 Penalty: 2899.126465
	Iteration 18Q: 3 clusters Score -831016.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -831067.125000 Penalty: 2899.126465
	Iteration 19Q: 3 clusters Score -831067.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -831103.312500 Penalty: 2899.126465
	Iteration 20F: 3 clusters Score -831103.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -831128.812500 Penalty: 2899.126465
	Iteration 21Q: 3 clusters Score -831128.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -831146.500000 Penalty: 2899.126465
	Iteration 22Q: 3 clusters Score -831146.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -831164.875000 Penalty: 2899.126465
	Iteration 23Q: 3 clusters Score -831164.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -831189.000000 Penalty: 2899.126465
	Iteration 24Q: 3 clusters Score -831189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -831210.562500 Penalty: 2899.126465
	Iteration 25Q: 3 clusters Score -831210.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -831227.812500 Penalty: 2899.126465
	Iteration 26Q: 3 clusters Score -831227.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -831236.062500 Penalty: 2899.126465
	Iteration 27Q: 3 clusters Score -831236.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -831244.062500 Penalty: 2899.126465
	Iteration 28Q: 3 clusters Score -831244.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -831250.875000 Penalty: 2899.126465
	Iteration 29Q: 3 clusters Score -831250.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -831257.625000 Penalty: 2899.126465
	Iteration 30Q: 3 clusters Score -831257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -831263.812500 Penalty: 2899.126465
	Iteration 31Q: 3 clusters Score -831263.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -831274.437500 Penalty: 2899.126465
	Iteration 32Q: 3 clusters Score -831274.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -831281.250000 Penalty: 2899.126465
	Iteration 33Q: 3 clusters Score -831281.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -831294.062500 Penalty: 2899.126465
	Iteration 34Q: 3 clusters Score -831294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -831303.500000 Penalty: 2899.126465
	Iteration 35Q: 3 clusters Score -831303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -831313.125000 Penalty: 2899.126465
	Iteration 36Q: 3 clusters Score -831313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -831322.500000 Penalty: 2899.126465
	Iteration 37Q: 3 clusters Score -831322.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -831330.062500 Penalty: 2899.126465
	Iteration 38Q: 3 clusters Score -831330.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -831335.750000 Penalty: 2899.126465
	Iteration 39Q: 3 clusters Score -831335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -831338.500000 Penalty: 2899.126465
	Iteration 40F: 3 clusters Score -831338.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -831340.250000 Penalty: 2899.126465
	Iteration 41Q: 3 clusters Score -831340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -831343.125000 Penalty: 2899.126465
	Iteration 42Q: 3 clusters Score -831343.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -831343.875000 Penalty: 2899.126465
	Iteration 43Q: 3 clusters Score -831343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -831343.625000 Penalty: 2899.126465
	Iteration 44Q: 3 clusters Score -831343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -831343.750000 Penalty: 2899.126465
	Iteration 45Q: 3 clusters Score -831343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -831343.750000 Penalty: 2899.126465
	Iteration 46F: 3 clusters Score -831343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Entering Unmasked Estep 
Score: -1769497.875000 Penalty: 1570.991333
	Iteration 0F: 2 clusters Score -1769498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1758617.500000 Penalty: 3141.982666
	Iteration 0F: 3 clusters Score -1758618 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1762322.500000 Penalty: 3141.982666
	Iteration 1F: 3 clusters Score -1762322 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1762608.625000 Penalty: 3141.982666
	Iteration 2Q: 3 clusters Score -1762609 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1762873.750000 Penalty: 3141.982666
	Iteration 3Q: 3 clusters Score -1762874 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1763103.625000 Penalty: 3141.982666
	Iteration 4Q: 3 clusters Score -1763104 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1763318.500000 Penalty: 3141.982666
	Iteration 5Q: 3 clusters Score -1763318 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1763515.375000 Penalty: 3141.982666
	Iteration 6Q: 3 clusters Score -1763515 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1763706.875000 Penalty: 3141.982666
	Iteration 7Q: 3 clusters Score -1763707 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1763928.625000 Penalty: 3141.982666
	Iteration 8Q: 3 clusters Score -1763929 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1764187.500000 Penalty: 3141.982666
	Iteration 9Q: 3 clusters Score -1764188 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1764495.625000 Penalty: 3141.982666
	Iteration 10Q: 3 clusters Score -1764496 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1764889.875000 Penalty: 3141.982666
	Iteration 11Q: 3 clusters Score -1764890 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1765460.750000 Penalty: 3141.982666
	Iteration 12F: 3 clusters Score -1765461 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1766204.625000 Penalty: 3141.982666
	Iteration 13F: 3 clusters Score -1766205 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1767086.875000 Penalty: 3141.982666
	Iteration 14F: 3 clusters Score -1767087 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1767820.500000 Penalty: 3141.982666
	Iteration 15Q: 3 clusters Score -1767820 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1768290.000000 Penalty: 3141.982666
	Iteration 16Q: 3 clusters Score -1768290 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1768616.125000 Penalty: 3141.982666
	Iteration 17Q: 3 clusters Score -1768616 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1768826.000000 Penalty: 3141.982666
	Iteration 18Q: 3 clusters Score -1768826 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1768956.250000 Penalty: 3141.982666
	Iteration 19Q: 3 clusters Score -1768956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1769051.500000 Penalty: 3141.982666
	Iteration 20F: 3 clusters Score -1769052 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1769127.125000 Penalty: 3141.982666
	Iteration 21Q: 3 clusters Score -1769127 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1769249.125000 Penalty: 3141.982666
	Iteration 22Q: 3 clusters Score -1769249 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1769384.500000 Penalty: 3141.982666
	Iteration 23Q: 3 clusters Score -1769384 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1769495.000000 Penalty: 3141.982666
	Iteration 24Q: 3 clusters Score -1769495 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1769541.000000 Penalty: 3141.982666
	Iteration 25Q: 3 clusters Score -1769541 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1769572.875000 Penalty: 3141.982666
	Iteration 26Q: 3 clusters Score -1769573 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1769592.125000 Penalty: 3141.982666
	Iteration 27Q: 3 clusters Score -1769592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1769607.750000 Penalty: 3141.982666
	Iteration 28Q: 3 clusters Score -1769608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1769615.000000 Penalty: 3141.982666
	Iteration 29Q: 3 clusters Score -1769615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1769614.250000 Penalty: 3141.982666
	Iteration 30Q: 3 clusters Score -1769614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1769621.000000 Penalty: 3141.982666
	Iteration 31Q: 3 clusters Score -1769621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1769624.375000 Penalty: 3141.982666
	Iteration 32Q: 3 clusters Score -1769624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1769624.750000 Penalty: 3141.982666
	Iteration 33Q: 3 clusters Score -1769625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1769632.125000 Penalty: 3141.982666
	Iteration 34Q: 3 clusters Score -1769632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1769632.750000 Penalty: 3141.982666
	Iteration 35Q: 3 clusters Score -1769633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1769631.250000 Penalty: 3141.982666
	Iteration 36Q: 3 clusters Score -1769631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1769633.500000 Penalty: 3141.982666
	Iteration 37Q: 3 clusters Score -1769634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1769634.000000 Penalty: 3141.982666
	Iteration 38Q: 3 clusters Score -1769634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1769636.500000 Penalty: 3141.982666
	Iteration 39Q: 3 clusters Score -1769636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1769634.000000 Penalty: 3141.982666
	Iteration 40F: 3 clusters Score -1769634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1769634.500000 Penalty: 3141.982666
	Iteration 41Q: 3 clusters Score -1769634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1769636.625000 Penalty: 3141.982666
	Iteration 42Q: 3 clusters Score -1769637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1769639.375000 Penalty: 3141.982666
	Iteration 43Q: 3 clusters Score -1769639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1769635.875000 Penalty: 3141.982666
	Iteration 44Q: 3 clusters Score -1769636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1769638.750000 Penalty: 3141.982666
	Iteration 45Q: 3 clusters Score -1769639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1769638.875000 Penalty: 3141.982666
	Iteration 46Q: 3 clusters Score -1769639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1769640.375000 Penalty: 3141.982666
	Iteration 47Q: 3 clusters Score -1769640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1769639.375000 Penalty: 3141.982666
	Iteration 48Q: 3 clusters Score -1769639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1769637.875000 Penalty: 3141.982666
	Iteration 49Q: 3 clusters Score -1769638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1769637.875000 Penalty: 3141.982666
	Iteration 50F: 3 clusters Score -1769638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12369 members 
Mstep: Class 3 contains 21819 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 101295 members 
Mstep: Class 7 contains 8173 members 
Mstep: Class 8 contains 20154 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9750 members 
Mstep: Class 11 contains 13166 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 114621 members 
Mstep: Class 18 contains 35099 members 
Mstep: Class 19 contains 15669 members 
Entering Unmasked Estep 
Score: -41691756.000000 Penalty: 37625.707031
Splitting cluster 14 changes total score from -41692128.000000 to -41691756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (114621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114621 members 
Entering Unmasked Estep 
Score: -12702140.000000 Penalty: 1893.025269
	Iteration 0F: 2 clusters Score -1.270214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -12627762.000000 Penalty: 3786.050537
	Iteration 0F: 3 clusters Score -1.262776e+07 nChanged 54903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -12660564.000000 Penalty: 3786.050537
	Iteration 1F: 3 clusters Score -1.266056e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -12662212.000000 Penalty: 3786.050537
	Iteration 2Q: 3 clusters Score -1.266221e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -12664447.000000 Penalty: 3786.050537
	Iteration 3Q: 3 clusters Score -1.266445e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -12667586.000000 Penalty: 3786.050537
	Iteration 4F: 3 clusters Score -1.266759e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -12671529.000000 Penalty: 3786.050537
	Iteration 5F: 3 clusters Score -1.267153e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -12676334.000000 Penalty: 3786.050537
	Iteration 6F: 3 clusters Score -1.267633e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -12681224.000000 Penalty: 3786.050537
	Iteration 7F: 3 clusters Score -1.268122e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -12686471.000000 Penalty: 3786.050537
	Iteration 8F: 3 clusters Score -1.268647e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 89193 members 
Entering Unmasked Estep 
Score: -12691400.000000 Penalty: 3786.050537
	Iteration 9Q: 3 clusters Score -1.26914e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -12694993.000000 Penalty: 3786.050537
	Iteration 10Q: 3 clusters Score -1.269499e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -12696888.000000 Penalty: 3786.050537
	Iteration 11Q: 3 clusters Score -1.269689e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -12697653.000000 Penalty: 3786.050537
	Iteration 12Q: 3 clusters Score -1.269765e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -12698286.000000 Penalty: 3786.050537
	Iteration 13Q: 3 clusters Score -1.269829e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 96476 members 
Entering Unmasked Estep 
Score: -12698670.000000 Penalty: 3786.050537
	Iteration 14Q: 3 clusters Score -1.269867e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -12698967.000000 Penalty: 3786.050537
	Iteration 15Q: 3 clusters Score -1.269897e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -12699235.000000 Penalty: 3786.050537
	Iteration 16Q: 3 clusters Score -1.269924e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 98886 members 
Entering Unmasked Estep 
Score: -12699433.000000 Penalty: 3786.050537
	Iteration 17Q: 3 clusters Score -1.269943e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 99540 members 
Entering Unmasked Estep 
Score: -12699603.000000 Penalty: 3786.050537
	Iteration 18Q: 3 clusters Score -1.26996e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -12699771.000000 Penalty: 3786.050537
	Iteration 19Q: 3 clusters Score -1.269977e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -12699908.000000 Penalty: 3786.050537
	Iteration 20F: 3 clusters Score -1.269991e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -12700003.000000 Penalty: 3786.050537
	Iteration 21Q: 3 clusters Score -1.27e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -12700090.000000 Penalty: 3786.050537
	Iteration 22Q: 3 clusters Score -1.270009e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 102194 members 
Entering Unmasked Estep 
Score: -12700222.000000 Penalty: 3786.050537
	Iteration 23Q: 3 clusters Score -1.270022e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 102664 members 
Entering Unmasked Estep 
Score: -12700300.000000 Penalty: 3786.050537
	Iteration 24Q: 3 clusters Score -1.27003e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 103103 members 
Entering Unmasked Estep 
Score: -12700340.000000 Penalty: 3786.050537
	Iteration 25Q: 3 clusters Score -1.270034e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -12700363.000000 Penalty: 3786.050537
	Iteration 26Q: 3 clusters Score -1.270036e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 103886 members 
Entering Unmasked Estep 
Score: -12700382.000000 Penalty: 3786.050537
	Iteration 27Q: 3 clusters Score -1.270038e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 104221 members 
Entering Unmasked Estep 
Score: -12700416.000000 Penalty: 3786.050537
	Iteration 28Q: 3 clusters Score -1.270042e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -12700465.000000 Penalty: 3786.050537
	Iteration 29Q: 3 clusters Score -1.270046e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 104855 members 
Entering Unmasked Estep 
Score: -12700532.000000 Penalty: 3786.050537
	Iteration 30Q: 3 clusters Score -1.270053e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -12700586.000000 Penalty: 3786.050537
	Iteration 31Q: 3 clusters Score -1.270059e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 105461 members 
Entering Unmasked Estep 
Score: -12700635.000000 Penalty: 3786.050537
	Iteration 32Q: 3 clusters Score -1.270064e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 105744 members 
Entering Unmasked Estep 
Score: -12700644.000000 Penalty: 3786.050537
	Iteration 33Q: 3 clusters Score -1.270064e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -12700678.000000 Penalty: 3786.050537
	Iteration 34Q: 3 clusters Score -1.270068e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -12700728.000000 Penalty: 3786.050537
	Iteration 35Q: 3 clusters Score -1.270073e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 106499 members 
Entering Unmasked Estep 
Score: -12700775.000000 Penalty: 3786.050537
	Iteration 36Q: 3 clusters Score -1.270078e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -12700839.000000 Penalty: 3786.050537
	Iteration 37Q: 3 clusters Score -1.270084e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 107020 members 
Entering Unmasked Estep 
Score: -12700836.000000 Penalty: 3786.050537
	Iteration 38Q: 3 clusters Score -1.270084e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 107284 members 
Entering Unmasked Estep 
Score: -12700867.000000 Penalty: 3786.050537
	Iteration 39Q: 3 clusters Score -1.270087e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -12700872.000000 Penalty: 3786.050537
	Iteration 40F: 3 clusters Score -1.270087e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 107766 members 
Entering Unmasked Estep 
Score: -12700896.000000 Penalty: 3786.050537
	Iteration 41Q: 3 clusters Score -1.27009e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -12700942.000000 Penalty: 3786.050537
	Iteration 42Q: 3 clusters Score -1.270094e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 108176 members 
Entering Unmasked Estep 
Score: -12700967.000000 Penalty: 3786.050537
	Iteration 43Q: 3 clusters Score -1.270097e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -12701004.000000 Penalty: 3786.050537
	Iteration 44Q: 3 clusters Score -1.2701e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -12701021.000000 Penalty: 3786.050537
	Iteration 45Q: 3 clusters Score -1.270102e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 108694 members 
Entering Unmasked Estep 
Score: -12701067.000000 Penalty: 3786.050537
	Iteration 46Q: 3 clusters Score -1.270107e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -12701054.000000 Penalty: 3786.050537
	Iteration 47Q: 3 clusters Score -1.270105e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -12701073.000000 Penalty: 3786.050537
	Iteration 48Q: 3 clusters Score -1.270107e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 109085 members 
Entering Unmasked Estep 
Score: -12701088.000000 Penalty: 3786.050537
	Iteration 49Q: 3 clusters Score -1.270109e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -12701110.000000 Penalty: 3786.050537
	Iteration 50Q: 3 clusters Score -1.270111e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 109279 members 
Entering Unmasked Estep 
Score: -12701124.000000 Penalty: 3786.050537
	Iteration 51Q: 3 clusters Score -1.270112e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 109389 members 
Entering Unmasked Estep 
Score: -12701101.000000 Penalty: 3786.050537
	Iteration 52Q: 3 clusters Score -1.27011e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 109513 members 
Entering Unmasked Estep 
Score: -12701124.000000 Penalty: 3786.050537
	Iteration 53Q: 3 clusters Score -1.270112e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -12701170.000000 Penalty: 3786.050537
	Iteration 54Q: 3 clusters Score -1.270117e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 109786 members 
Entering Unmasked Estep 
Score: -12701180.000000 Penalty: 3786.050537
	Iteration 55Q: 3 clusters Score -1.270118e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 109897 members 
Entering Unmasked Estep 
Score: -12701202.000000 Penalty: 3786.050537
	Iteration 56Q: 3 clusters Score -1.27012e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -12701216.000000 Penalty: 3786.050537
	Iteration 57Q: 3 clusters Score -1.270122e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -12701216.000000 Penalty: 3786.050537
	Iteration 58Q: 3 clusters Score -1.270122e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -12701249.000000 Penalty: 3786.050537
	Iteration 59Q: 3 clusters Score -1.270125e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 110297 members 
Entering Unmasked Estep 
Score: -12701262.000000 Penalty: 3786.050537
	Iteration 60F: 3 clusters Score -1.270126e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 110396 members 
Entering Unmasked Estep 
Score: -12701266.000000 Penalty: 3786.050537
	Iteration 61Q: 3 clusters Score -1.270127e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 110476 members 
Entering Unmasked Estep 
Score: -12701253.000000 Penalty: 3786.050537
	Iteration 62Q: 3 clusters Score -1.270125e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -12701263.000000 Penalty: 3786.050537
	Iteration 63Q: 3 clusters Score -1.270126e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 110579 members 
Entering Unmasked Estep 
Score: -12701260.000000 Penalty: 3786.050537
	Iteration 64Q: 3 clusters Score -1.270126e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -12701261.000000 Penalty: 3786.050537
	Iteration 65Q: 3 clusters Score -1.270126e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -12701268.000000 Penalty: 3786.050537
	Iteration 66Q: 3 clusters Score -1.270127e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 110700 members 
Entering Unmasked Estep 
Score: -12701273.000000 Penalty: 3786.050537
	Iteration 67Q: 3 clusters Score -1.270127e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 110727 members 
Entering Unmasked Estep 
Score: -12701289.000000 Penalty: 3786.050537
	Iteration 68Q: 3 clusters Score -1.270129e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -12701306.000000 Penalty: 3786.050537
	Iteration 69Q: 3 clusters Score -1.270131e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -12701293.000000 Penalty: 3786.050537
	Iteration 70Q: 3 clusters Score -1.270129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -12701311.000000 Penalty: 3786.050537
	Iteration 71Q: 3 clusters Score -1.270131e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -12701312.000000 Penalty: 3786.050537
	Iteration 72Q: 3 clusters Score -1.270131e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 110878 members 
Entering Unmasked Estep 
Score: -12701336.000000 Penalty: 3786.050537
	Iteration 73Q: 3 clusters Score -1.270134e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 110915 members 
Entering Unmasked Estep 
Score: -12701328.000000 Penalty: 3786.050537
	Iteration 74Q: 3 clusters Score -1.270133e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 110959 members 
Entering Unmasked Estep 
Score: -12701346.000000 Penalty: 3786.050537
	Iteration 75Q: 3 clusters Score -1.270135e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 110998 members 
Entering Unmasked Estep 
Score: -12701361.000000 Penalty: 3786.050537
	Iteration 76Q: 3 clusters Score -1.270136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -12701339.000000 Penalty: 3786.050537
	Iteration 77Q: 3 clusters Score -1.270134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 111053 members 
Entering Unmasked Estep 
Score: -12701353.000000 Penalty: 3786.050537
	Iteration 78Q: 3 clusters Score -1.270135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -12701344.000000 Penalty: 3786.050537
	Iteration 79Q: 3 clusters Score -1.270134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 111107 members 
Entering Unmasked Estep 
Score: -12701329.000000 Penalty: 3786.050537
	Iteration 80F: 3 clusters Score -1.270133e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 111131 members 
Entering Unmasked Estep 
Score: -12701322.000000 Penalty: 3786.050537
	Iteration 81Q: 3 clusters Score -1.270132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
Score: -12701337.000000 Penalty: 3786.050537
	Iteration 82Q: 3 clusters Score -1.270134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 111174 members 
Entering Unmasked Estep 
Score: -12701336.000000 Penalty: 3786.050537
	Iteration 83Q: 3 clusters Score -1.270134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 111189 members 
Entering Unmasked Estep 
Score: -12701349.000000 Penalty: 3786.050537
	Iteration 84Q: 3 clusters Score -1.270135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -12701351.000000 Penalty: 3786.050537
	Iteration 85Q: 3 clusters Score -1.270135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 111202 members 
Entering Unmasked Estep 
Score: -12701350.000000 Penalty: 3786.050537
	Iteration 86Q: 3 clusters Score -1.270135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 111212 members 
Entering Unmasked Estep 
Score: -12701366.000000 Penalty: 3786.050537
	Iteration 87Q: 3 clusters Score -1.270137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 111220 members 
Entering Unmasked Estep 
Score: -12701357.000000 Penalty: 3786.050537
	Iteration 88Q: 3 clusters Score -1.270136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -12701344.000000 Penalty: 3786.050537
	Iteration 89Q: 3 clusters Score -1.270134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 111242 members 
Entering Unmasked Estep 
Score: -12701337.000000 Penalty: 3786.050537
	Iteration 90Q: 3 clusters Score -1.270134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 111251 members 
Entering Unmasked Estep 
Score: -12701354.000000 Penalty: 3786.050537
	Iteration 91Q: 3 clusters Score -1.270135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 111264 members 
Entering Unmasked Estep 
Score: -12701350.000000 Penalty: 3786.050537
	Iteration 92Q: 3 clusters Score -1.270135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 111274 members 
Entering Unmasked Estep 
Score: -12701342.000000 Penalty: 3786.050537
	Iteration 93Q: 3 clusters Score -1.270134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 111282 members 
Entering Unmasked Estep 
Score: -12701344.000000 Penalty: 3786.050537
	Iteration 94Q: 3 clusters Score -1.270134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 111287 members 
Entering Unmasked Estep 
Score: -12701356.000000 Penalty: 3786.050537
	Iteration 95Q: 3 clusters Score -1.270136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -12701344.000000 Penalty: 3786.050537
	Iteration 96Q: 3 clusters Score -1.270134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 111293 members 
Entering Unmasked Estep 
Score: -12701347.000000 Penalty: 3786.050537
	Iteration 97Q: 3 clusters Score -1.270135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 111296 members 
Entering Unmasked Estep 
Score: -12701351.000000 Penalty: 3786.050537
	Iteration 98Q: 3 clusters Score -1.270135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 111299 members 
Entering Unmasked Estep 
Score: -12701364.000000 Penalty: 3786.050537
	Iteration 99Q: 3 clusters Score -1.270136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -12701369.000000 Penalty: 3786.050537
	Iteration 100F: 3 clusters Score -1.270137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -12701364.000000 Penalty: 3786.050537
	Iteration 101Q: 3 clusters Score -1.270136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -12701364.000000 Penalty: 3786.050537
	Iteration 102F: 3 clusters Score -1.270136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Entering Unmasked Estep 
Score: -3890997.250000 Penalty: 1700.713257
	Iteration 0F: 2 clusters Score -3890997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3867378.500000 Penalty: 3401.426514
	Iteration 0F: 3 clusters Score -3867378 nChanged 16250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3876259.750000 Penalty: 3401.426514
	Iteration 1F: 3 clusters Score -3876260 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3876593.750000 Penalty: 3401.426514
	Iteration 2Q: 3 clusters Score -3876594 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3876891.000000 Penalty: 3401.426514
	Iteration 3Q: 3 clusters Score -3876891 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3877165.250000 Penalty: 3401.426514
	Iteration 4Q: 3 clusters Score -3877165 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3877379.500000 Penalty: 3401.426514
	Iteration 5Q: 3 clusters Score -3877380 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3877567.000000 Penalty: 3401.426514
	Iteration 6Q: 3 clusters Score -3877567 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3877765.000000 Penalty: 3401.426514
	Iteration 7Q: 3 clusters Score -3877765 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3877976.000000 Penalty: 3401.426514
	Iteration 8Q: 3 clusters Score -3877976 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3878217.750000 Penalty: 3401.426514
	Iteration 9Q: 3 clusters Score -3878218 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3878480.750000 Penalty: 3401.426514
	Iteration 10Q: 3 clusters Score -3878481 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3878859.750000 Penalty: 3401.426514
	Iteration 11Q: 3 clusters Score -3878860 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3879404.750000 Penalty: 3401.426514
	Iteration 12Q: 3 clusters Score -3879405 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3880363.000000 Penalty: 3401.426514
	Iteration 13Q: 3 clusters Score -3880363 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3881821.750000 Penalty: 3401.426514
	Iteration 14F: 3 clusters Score -3881822 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3883430.500000 Penalty: 3401.426514
	Iteration 15F: 3 clusters Score -3883430 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3884677.500000 Penalty: 3401.426514
	Iteration 16F: 3 clusters Score -3884678 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3885237.250000 Penalty: 3401.426514
	Iteration 17Q: 3 clusters Score -3885237 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3885505.750000 Penalty: 3401.426514
	Iteration 18Q: 3 clusters Score -3885506 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3885704.000000 Penalty: 3401.426514
	Iteration 19Q: 3 clusters Score -3885704 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3885872.000000 Penalty: 3401.426514
	Iteration 20F: 3 clusters Score -3885872 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3885987.250000 Penalty: 3401.426514
	Iteration 21Q: 3 clusters Score -3885987 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3886117.500000 Penalty: 3401.426514
	Iteration 22Q: 3 clusters Score -3886118 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3886256.250000 Penalty: 3401.426514
	Iteration 23Q: 3 clusters Score -3886256 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3886336.000000 Penalty: 3401.426514
	Iteration 24Q: 3 clusters Score -3886336 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3886434.500000 Penalty: 3401.426514
	Iteration 25Q: 3 clusters Score -3886434 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3886547.000000 Penalty: 3401.426514
	Iteration 26Q: 3 clusters Score -3886547 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3886652.750000 Penalty: 3401.426514
	Iteration 27Q: 3 clusters Score -3886653 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3886714.250000 Penalty: 3401.426514
	Iteration 28Q: 3 clusters Score -3886714 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3886808.000000 Penalty: 3401.426514
	Iteration 29Q: 3 clusters Score -3886808 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3886874.000000 Penalty: 3401.426514
	Iteration 30Q: 3 clusters Score -3886874 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3886903.000000 Penalty: 3401.426514
	Iteration 31Q: 3 clusters Score -3886903 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3886961.250000 Penalty: 3401.426514
	Iteration 32Q: 3 clusters Score -3886961 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3886986.750000 Penalty: 3401.426514
	Iteration 33Q: 3 clusters Score -3886987 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -3887023.000000 Penalty: 3401.426514
	Iteration 34Q: 3 clusters Score -3887023 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3887055.750000 Penalty: 3401.426514
	Iteration 35Q: 3 clusters Score -3887056 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3887096.750000 Penalty: 3401.426514
	Iteration 36Q: 3 clusters Score -3887097 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3887112.500000 Penalty: 3401.426514
	Iteration 37Q: 3 clusters Score -3887112 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3887129.750000 Penalty: 3401.426514
	Iteration 38Q: 3 clusters Score -3887130 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3887144.750000 Penalty: 3401.426514
	Iteration 39Q: 3 clusters Score -3887145 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3887162.250000 Penalty: 3401.426514
	Iteration 40F: 3 clusters Score -3887162 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3887185.500000 Penalty: 3401.426514
	Iteration 41Q: 3 clusters Score -3887186 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3887212.750000 Penalty: 3401.426514
	Iteration 42Q: 3 clusters Score -3887213 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3887246.750000 Penalty: 3401.426514
	Iteration 43Q: 3 clusters Score -3887247 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3887262.000000 Penalty: 3401.426514
	Iteration 44Q: 3 clusters Score -3887262 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3887287.500000 Penalty: 3401.426514
	Iteration 45Q: 3 clusters Score -3887288 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3887309.500000 Penalty: 3401.426514
	Iteration 46Q: 3 clusters Score -3887310 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3887344.500000 Penalty: 3401.426514
	Iteration 47Q: 3 clusters Score -3887344 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3887387.500000 Penalty: 3401.426514
	Iteration 48Q: 3 clusters Score -3887388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3887421.750000 Penalty: 3401.426514
	Iteration 49Q: 3 clusters Score -3887422 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3887453.000000 Penalty: 3401.426514
	Iteration 50Q: 3 clusters Score -3887453 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3887511.500000 Penalty: 3401.426514
	Iteration 51Q: 3 clusters Score -3887512 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3887575.000000 Penalty: 3401.426514
	Iteration 52Q: 3 clusters Score -3887575 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3887639.250000 Penalty: 3401.426514
	Iteration 53Q: 3 clusters Score -3887639 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3887678.000000 Penalty: 3401.426514
	Iteration 54Q: 3 clusters Score -3887678 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3887738.000000 Penalty: 3401.426514
	Iteration 55Q: 3 clusters Score -3887738 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3887764.250000 Penalty: 3401.426514
	Iteration 56Q: 3 clusters Score -3887764 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3887808.750000 Penalty: 3401.426514
	Iteration 57Q: 3 clusters Score -3887809 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3887841.250000 Penalty: 3401.426514
	Iteration 58Q: 3 clusters Score -3887841 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3887882.000000 Penalty: 3401.426514
	Iteration 59Q: 3 clusters Score -3887882 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3887935.250000 Penalty: 3401.426514
	Iteration 60F: 3 clusters Score -3887935 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3887980.250000 Penalty: 3401.426514
	Iteration 61Q: 3 clusters Score -3887980 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3887995.250000 Penalty: 3401.426514
	Iteration 62Q: 3 clusters Score -3887995 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3888011.250000 Penalty: 3401.426514
	Iteration 63Q: 3 clusters Score -3888011 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3888043.250000 Penalty: 3401.426514
	Iteration 64Q: 3 clusters Score -3888043 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3888077.250000 Penalty: 3401.426514
	Iteration 65Q: 3 clusters Score -3888077 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3888099.250000 Penalty: 3401.426514
	Iteration 66Q: 3 clusters Score -3888099 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3888141.250000 Penalty: 3401.426514
	Iteration 67Q: 3 clusters Score -3888141 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -3888174.500000 Penalty: 3401.426514
	Iteration 68Q: 3 clusters Score -3888174 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3888209.000000 Penalty: 3401.426514
	Iteration 69Q: 3 clusters Score -3888209 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3888236.250000 Penalty: 3401.426514
	Iteration 70Q: 3 clusters Score -3888236 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3888250.750000 Penalty: 3401.426514
	Iteration 71Q: 3 clusters Score -3888251 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3888274.250000 Penalty: 3401.426514
	Iteration 72Q: 3 clusters Score -3888274 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3888302.500000 Penalty: 3401.426514
	Iteration 73Q: 3 clusters Score -3888302 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3888307.750000 Penalty: 3401.426514
	Iteration 74Q: 3 clusters Score -3888308 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3888331.500000 Penalty: 3401.426514
	Iteration 75Q: 3 clusters Score -3888332 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3888359.750000 Penalty: 3401.426514
	Iteration 76Q: 3 clusters Score -3888360 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3888379.500000 Penalty: 3401.426514
	Iteration 77Q: 3 clusters Score -3888380 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3888419.000000 Penalty: 3401.426514
	Iteration 78Q: 3 clusters Score -3888419 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3888464.750000 Penalty: 3401.426514
	Iteration 79Q: 3 clusters Score -3888465 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3888485.000000 Penalty: 3401.426514
	Iteration 80F: 3 clusters Score -3888485 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3888514.000000 Penalty: 3401.426514
	Iteration 81Q: 3 clusters Score -3888514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3888548.500000 Penalty: 3401.426514
	Iteration 82Q: 3 clusters Score -3888548 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3888561.250000 Penalty: 3401.426514
	Iteration 83Q: 3 clusters Score -3888561 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3888610.000000 Penalty: 3401.426514
	Iteration 84Q: 3 clusters Score -3888610 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3888637.750000 Penalty: 3401.426514
	Iteration 85Q: 3 clusters Score -3888638 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3888685.250000 Penalty: 3401.426514
	Iteration 86Q: 3 clusters Score -3888685 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3888718.000000 Penalty: 3401.426514
	Iteration 87Q: 3 clusters Score -3888718 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3888750.000000 Penalty: 3401.426514
	Iteration 88Q: 3 clusters Score -3888750 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3888783.000000 Penalty: 3401.426514
	Iteration 89Q: 3 clusters Score -3888783 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3888807.000000 Penalty: 3401.426514
	Iteration 90Q: 3 clusters Score -3888807 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3888854.500000 Penalty: 3401.426514
	Iteration 91Q: 3 clusters Score -3888854 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3888898.000000 Penalty: 3401.426514
	Iteration 92Q: 3 clusters Score -3888898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3888922.250000 Penalty: 3401.426514
	Iteration 93Q: 3 clusters Score -3888922 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3888950.250000 Penalty: 3401.426514
	Iteration 94Q: 3 clusters Score -3888950 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3888963.500000 Penalty: 3401.426514
	Iteration 95Q: 3 clusters Score -3888964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3888975.500000 Penalty: 3401.426514
	Iteration 96Q: 3 clusters Score -3888976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3889005.750000 Penalty: 3401.426514
	Iteration 97Q: 3 clusters Score -3889006 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3889030.750000 Penalty: 3401.426514
	Iteration 98Q: 3 clusters Score -3889031 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3889061.250000 Penalty: 3401.426514
	Iteration 99Q: 3 clusters Score -3889061 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3889087.250000 Penalty: 3401.426514
	Iteration 100F: 3 clusters Score -3889087 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3889088.000000 Penalty: 3401.426514
	Iteration 101Q: 3 clusters Score -3889088 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3889111.250000 Penalty: 3401.426514
	Iteration 102Q: 3 clusters Score -3889111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3889134.500000 Penalty: 3401.426514
	Iteration 103Q: 3 clusters Score -3889134 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3889154.000000 Penalty: 3401.426514
	Iteration 104Q: 3 clusters Score -3889154 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3889168.500000 Penalty: 3401.426514
	Iteration 105Q: 3 clusters Score -3889168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3889187.750000 Penalty: 3401.426514
	Iteration 106Q: 3 clusters Score -3889188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3889195.750000 Penalty: 3401.426514
	Iteration 107Q: 3 clusters Score -3889196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3889206.000000 Penalty: 3401.426514
	Iteration 108Q: 3 clusters Score -3889206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3889217.500000 Penalty: 3401.426514
	Iteration 109Q: 3 clusters Score -3889218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3889238.500000 Penalty: 3401.426514
	Iteration 110Q: 3 clusters Score -3889238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3889260.000000 Penalty: 3401.426514
	Iteration 111Q: 3 clusters Score -3889260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3889269.500000 Penalty: 3401.426514
	Iteration 112Q: 3 clusters Score -3889270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3889278.250000 Penalty: 3401.426514
	Iteration 113Q: 3 clusters Score -3889278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3889278.750000 Penalty: 3401.426514
	Iteration 114Q: 3 clusters Score -3889279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3889281.000000 Penalty: 3401.426514
	Iteration 115Q: 3 clusters Score -3889281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3889290.000000 Penalty: 3401.426514
	Iteration 116Q: 3 clusters Score -3889290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3889291.250000 Penalty: 3401.426514
	Iteration 117Q: 3 clusters Score -3889291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3889300.000000 Penalty: 3401.426514
	Iteration 118Q: 3 clusters Score -3889300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3889300.250000 Penalty: 3401.426514
	Iteration 119Q: 3 clusters Score -3889300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3889306.500000 Penalty: 3401.426514
	Iteration 120F: 3 clusters Score -3889306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3889304.500000 Penalty: 3401.426514
	Iteration 121Q: 3 clusters Score -3889304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3889305.000000 Penalty: 3401.426514
	Iteration 122Q: 3 clusters Score -3889305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3889310.000000 Penalty: 3401.426514
	Iteration 123Q: 3 clusters Score -3889310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3889304.250000 Penalty: 3401.426514
	Iteration 124Q: 3 clusters Score -3889304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3889309.000000 Penalty: 3401.426514
	Iteration 125Q: 3 clusters Score -3889309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3889312.500000 Penalty: 3401.426514
	Iteration 126Q: 3 clusters Score -3889312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3889338.250000 Penalty: 3401.426514
	Iteration 127Q: 3 clusters Score -3889338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3889336.750000 Penalty: 3401.426514
	Iteration 128Q: 3 clusters Score -3889337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3889337.750000 Penalty: 3401.426514
	Iteration 129Q: 3 clusters Score -3889338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3889345.000000 Penalty: 3401.426514
	Iteration 130Q: 3 clusters Score -3889345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3889348.750000 Penalty: 3401.426514
	Iteration 131Q: 3 clusters Score -3889349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3889350.500000 Penalty: 3401.426514
	Iteration 132Q: 3 clusters Score -3889350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3889358.500000 Penalty: 3401.426514
	Iteration 133Q: 3 clusters Score -3889358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3889351.500000 Penalty: 3401.426514
	Iteration 134Q: 3 clusters Score -3889352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3889360.500000 Penalty: 3401.426514
	Iteration 135Q: 3 clusters Score -3889360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3889366.000000 Penalty: 3401.426514
	Iteration 136Q: 3 clusters Score -3889366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3889370.000000 Penalty: 3401.426514
	Iteration 137Q: 3 clusters Score -3889370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3889373.750000 Penalty: 3401.426514
	Iteration 138Q: 3 clusters Score -3889374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3889384.250000 Penalty: 3401.426514
	Iteration 139Q: 3 clusters Score -3889384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3889392.500000 Penalty: 3401.426514
	Iteration 140F: 3 clusters Score -3889392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3889388.500000 Penalty: 3401.426514
	Iteration 141Q: 3 clusters Score -3889388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3889397.750000 Penalty: 3401.426514
	Iteration 142Q: 3 clusters Score -3889398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3889396.500000 Penalty: 3401.426514
	Iteration 143Q: 3 clusters Score -3889396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3889400.500000 Penalty: 3401.426514
	Iteration 144Q: 3 clusters Score -3889400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3889410.250000 Penalty: 3401.426514
	Iteration 145Q: 3 clusters Score -3889410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3889407.250000 Penalty: 3401.426514
	Iteration 146Q: 3 clusters Score -3889407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3889410.250000 Penalty: 3401.426514
	Iteration 147Q: 3 clusters Score -3889410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3889413.500000 Penalty: 3401.426514
	Iteration 148Q: 3 clusters Score -3889414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3889418.750000 Penalty: 3401.426514
	Iteration 149Q: 3 clusters Score -3889419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3889429.000000 Penalty: 3401.426514
	Iteration 150Q: 3 clusters Score -3889429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3889431.250000 Penalty: 3401.426514
	Iteration 151Q: 3 clusters Score -3889431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3889438.250000 Penalty: 3401.426514
	Iteration 152Q: 3 clusters Score -3889438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3889449.000000 Penalty: 3401.426514
	Iteration 153Q: 3 clusters Score -3889449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3889447.750000 Penalty: 3401.426514
	Iteration 154Q: 3 clusters Score -3889448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3889457.750000 Penalty: 3401.426514
	Iteration 155Q: 3 clusters Score -3889458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3889462.750000 Penalty: 3401.426514
	Iteration 156Q: 3 clusters Score -3889463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3889462.000000 Penalty: 3401.426514
	Iteration 157Q: 3 clusters Score -3889462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3889463.500000 Penalty: 3401.426514
	Iteration 158Q: 3 clusters Score -3889464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3889462.000000 Penalty: 3401.426514
	Iteration 159Q: 3 clusters Score -3889462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3889467.250000 Penalty: 3401.426514
	Iteration 160F: 3 clusters Score -3889467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3889470.750000 Penalty: 3401.426514
	Iteration 161Q: 3 clusters Score -3889471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3889473.750000 Penalty: 3401.426514
	Iteration 162Q: 3 clusters Score -3889474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3889480.250000 Penalty: 3401.426514
	Iteration 163Q: 3 clusters Score -3889480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3889476.750000 Penalty: 3401.426514
	Iteration 164Q: 3 clusters Score -3889477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3889473.000000 Penalty: 3401.426514
	Iteration 165Q: 3 clusters Score -3889473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3889474.500000 Penalty: 3401.426514
	Iteration 166Q: 3 clusters Score -3889474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3889478.000000 Penalty: 3401.426514
	Iteration 167Q: 3 clusters Score -3889478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3889472.750000 Penalty: 3401.426514
	Iteration 168Q: 3 clusters Score -3889473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3889476.250000 Penalty: 3401.426514
	Iteration 169Q: 3 clusters Score -3889476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3889481.000000 Penalty: 3401.426514
	Iteration 170Q: 3 clusters Score -3889481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3889480.500000 Penalty: 3401.426514
	Iteration 171Q: 3 clusters Score -3889480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3889482.000000 Penalty: 3401.426514
	Iteration 172Q: 3 clusters Score -3889482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3889479.750000 Penalty: 3401.426514
	Iteration 173Q: 3 clusters Score -3889480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3889480.500000 Penalty: 3401.426514
	Iteration 174Q: 3 clusters Score -3889480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3889487.500000 Penalty: 3401.426514
	Iteration 175Q: 3 clusters Score -3889488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3889484.500000 Penalty: 3401.426514
	Iteration 176Q: 3 clusters Score -3889484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3889484.500000 Penalty: 3401.426514
	Iteration 177F: 3 clusters Score -3889484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -1663851.750000 Penalty: 1569.658813
	Iteration 0F: 2 clusters Score -1663852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1652976.000000 Penalty: 3139.317627
	Iteration 0F: 3 clusters Score -1652976 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1656859.375000 Penalty: 3139.317627
	Iteration 1F: 3 clusters Score -1656859 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1657349.875000 Penalty: 3139.317627
	Iteration 2F: 3 clusters Score -1657350 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1657774.625000 Penalty: 3139.317627
	Iteration 3F: 3 clusters Score -1657775 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1658163.625000 Penalty: 3139.317627
	Iteration 4F: 3 clusters Score -1658164 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1658527.000000 Penalty: 3139.317627
	Iteration 5F: 3 clusters Score -1658527 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1658842.750000 Penalty: 3139.317627
	Iteration 6Q: 3 clusters Score -1658843 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1659162.375000 Penalty: 3139.317627
	Iteration 7Q: 3 clusters Score -1659162 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1659450.000000 Penalty: 3139.317627
	Iteration 8Q: 3 clusters Score -1659450 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1659768.750000 Penalty: 3139.317627
	Iteration 9Q: 3 clusters Score -1659769 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1660116.625000 Penalty: 3139.317627
	Iteration 10Q: 3 clusters Score -1660117 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1660430.875000 Penalty: 3139.317627
	Iteration 11Q: 3 clusters Score -1660431 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1660722.250000 Penalty: 3139.317627
	Iteration 12Q: 3 clusters Score -1660722 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1660900.375000 Penalty: 3139.317627
	Iteration 13Q: 3 clusters Score -1660900 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1661046.250000 Penalty: 3139.317627
	Iteration 14Q: 3 clusters Score -1661046 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1661144.000000 Penalty: 3139.317627
	Iteration 15Q: 3 clusters Score -1661144 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1661232.625000 Penalty: 3139.317627
	Iteration 16Q: 3 clusters Score -1661233 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1661299.500000 Penalty: 3139.317627
	Iteration 17Q: 3 clusters Score -1661300 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1661347.125000 Penalty: 3139.317627
	Iteration 18Q: 3 clusters Score -1661347 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1661390.625000 Penalty: 3139.317627
	Iteration 19Q: 3 clusters Score -1661391 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1661447.750000 Penalty: 3139.317627
	Iteration 20F: 3 clusters Score -1661448 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1661493.750000 Penalty: 3139.317627
	Iteration 21Q: 3 clusters Score -1661494 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1661535.250000 Penalty: 3139.317627
	Iteration 22Q: 3 clusters Score -1661535 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1661563.000000 Penalty: 3139.317627
	Iteration 23Q: 3 clusters Score -1661563 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1661580.875000 Penalty: 3139.317627
	Iteration 24Q: 3 clusters Score -1661581 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1661603.750000 Penalty: 3139.317627
	Iteration 25Q: 3 clusters Score -1661604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1661617.000000 Penalty: 3139.317627
	Iteration 26Q: 3 clusters Score -1661617 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1661642.000000 Penalty: 3139.317627
	Iteration 27Q: 3 clusters Score -1661642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1661664.250000 Penalty: 3139.317627
	Iteration 28Q: 3 clusters Score -1661664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1661681.250000 Penalty: 3139.317627
	Iteration 29Q: 3 clusters Score -1661681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1661694.875000 Penalty: 3139.317627
	Iteration 30Q: 3 clusters Score -1661695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1661710.125000 Penalty: 3139.317627
	Iteration 31Q: 3 clusters Score -1661710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1661720.375000 Penalty: 3139.317627
	Iteration 32Q: 3 clusters Score -1661720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1661722.875000 Penalty: 3139.317627
	Iteration 33Q: 3 clusters Score -1661723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1661729.375000 Penalty: 3139.317627
	Iteration 34Q: 3 clusters Score -1661729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1661738.250000 Penalty: 3139.317627
	Iteration 35Q: 3 clusters Score -1661738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1661743.125000 Penalty: 3139.317627
	Iteration 36Q: 3 clusters Score -1661743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1661744.500000 Penalty: 3139.317627
	Iteration 37Q: 3 clusters Score -1661744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1661756.875000 Penalty: 3139.317627
	Iteration 38Q: 3 clusters Score -1661757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1661760.125000 Penalty: 3139.317627
	Iteration 39Q: 3 clusters Score -1661760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1661766.000000 Penalty: 3139.317627
	Iteration 40F: 3 clusters Score -1661766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1661775.875000 Penalty: 3139.317627
	Iteration 41Q: 3 clusters Score -1661776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1661784.875000 Penalty: 3139.317627
	Iteration 42Q: 3 clusters Score -1661785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1661793.125000 Penalty: 3139.317627
	Iteration 43Q: 3 clusters Score -1661793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1661817.000000 Penalty: 3139.317627
	Iteration 44Q: 3 clusters Score -1661817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1661828.000000 Penalty: 3139.317627
	Iteration 45Q: 3 clusters Score -1661828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1661844.500000 Penalty: 3139.317627
	Iteration 46Q: 3 clusters Score -1661844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1661854.500000 Penalty: 3139.317627
	Iteration 47Q: 3 clusters Score -1661854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1661866.750000 Penalty: 3139.317627
	Iteration 48Q: 3 clusters Score -1661867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1661877.375000 Penalty: 3139.317627
	Iteration 49Q: 3 clusters Score -1661877 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1661896.625000 Penalty: 3139.317627
	Iteration 50Q: 3 clusters Score -1661897 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1661918.375000 Penalty: 3139.317627
	Iteration 51Q: 3 clusters Score -1661918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1661935.625000 Penalty: 3139.317627
	Iteration 52Q: 3 clusters Score -1661936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1661969.250000 Penalty: 3139.317627
	Iteration 53Q: 3 clusters Score -1661969 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1661987.500000 Penalty: 3139.317627
	Iteration 54Q: 3 clusters Score -1661988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1661998.000000 Penalty: 3139.317627
	Iteration 55Q: 3 clusters Score -1661998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1662014.625000 Penalty: 3139.317627
	Iteration 56Q: 3 clusters Score -1662015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1662025.500000 Penalty: 3139.317627
	Iteration 57Q: 3 clusters Score -1662026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1662033.250000 Penalty: 3139.317627
	Iteration 58Q: 3 clusters Score -1662033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1662039.250000 Penalty: 3139.317627
	Iteration 59Q: 3 clusters Score -1662039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1662051.875000 Penalty: 3139.317627
	Iteration 60F: 3 clusters Score -1662052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1662065.250000 Penalty: 3139.317627
	Iteration 61Q: 3 clusters Score -1662065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1662074.250000 Penalty: 3139.317627
	Iteration 62Q: 3 clusters Score -1662074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1662077.375000 Penalty: 3139.317627
	Iteration 63Q: 3 clusters Score -1662077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1662079.500000 Penalty: 3139.317627
	Iteration 64Q: 3 clusters Score -1662080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1662079.000000 Penalty: 3139.317627
	Iteration 65Q: 3 clusters Score -1662079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1662089.625000 Penalty: 3139.317627
	Iteration 66Q: 3 clusters Score -1662090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1662091.000000 Penalty: 3139.317627
	Iteration 67Q: 3 clusters Score -1662091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1662093.500000 Penalty: 3139.317627
	Iteration 68Q: 3 clusters Score -1662094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1662099.500000 Penalty: 3139.317627
	Iteration 69Q: 3 clusters Score -1662100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1662108.375000 Penalty: 3139.317627
	Iteration 70Q: 3 clusters Score -1662108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1662118.125000 Penalty: 3139.317627
	Iteration 71Q: 3 clusters Score -1662118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1662125.250000 Penalty: 3139.317627
	Iteration 72Q: 3 clusters Score -1662125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1662134.000000 Penalty: 3139.317627
	Iteration 73Q: 3 clusters Score -1662134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1662146.250000 Penalty: 3139.317627
	Iteration 74Q: 3 clusters Score -1662146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1662160.750000 Penalty: 3139.317627
	Iteration 75Q: 3 clusters Score -1662161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1662170.750000 Penalty: 3139.317627
	Iteration 76Q: 3 clusters Score -1662171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1662186.625000 Penalty: 3139.317627
	Iteration 77Q: 3 clusters Score -1662187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1662203.000000 Penalty: 3139.317627
	Iteration 78Q: 3 clusters Score -1662203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1662215.625000 Penalty: 3139.317627
	Iteration 79Q: 3 clusters Score -1662216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1662225.000000 Penalty: 3139.317627
	Iteration 80F: 3 clusters Score -1662225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1662244.125000 Penalty: 3139.317627
	Iteration 81Q: 3 clusters Score -1662244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1662257.250000 Penalty: 3139.317627
	Iteration 82Q: 3 clusters Score -1662257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1662277.125000 Penalty: 3139.317627
	Iteration 83Q: 3 clusters Score -1662277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1662305.000000 Penalty: 3139.317627
	Iteration 84Q: 3 clusters Score -1662305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1662321.375000 Penalty: 3139.317627
	Iteration 85Q: 3 clusters Score -1662321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1662339.250000 Penalty: 3139.317627
	Iteration 86Q: 3 clusters Score -1662339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1662355.875000 Penalty: 3139.317627
	Iteration 87Q: 3 clusters Score -1662356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1662382.625000 Penalty: 3139.317627
	Iteration 88Q: 3 clusters Score -1662383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1662405.750000 Penalty: 3139.317627
	Iteration 89Q: 3 clusters Score -1662406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1662429.500000 Penalty: 3139.317627
	Iteration 90Q: 3 clusters Score -1662430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1662453.000000 Penalty: 3139.317627
	Iteration 91Q: 3 clusters Score -1662453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1662467.375000 Penalty: 3139.317627
	Iteration 92Q: 3 clusters Score -1662467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1662481.750000 Penalty: 3139.317627
	Iteration 93Q: 3 clusters Score -1662482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1662493.500000 Penalty: 3139.317627
	Iteration 94Q: 3 clusters Score -1662494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1662501.375000 Penalty: 3139.317627
	Iteration 95Q: 3 clusters Score -1662501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1662502.375000 Penalty: 3139.317627
	Iteration 96Q: 3 clusters Score -1662502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1662507.250000 Penalty: 3139.317627
	Iteration 97Q: 3 clusters Score -1662507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1662509.750000 Penalty: 3139.317627
	Iteration 98Q: 3 clusters Score -1662510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1662510.875000 Penalty: 3139.317627
	Iteration 99Q: 3 clusters Score -1662511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1662511.875000 Penalty: 3139.317627
	Iteration 100F: 3 clusters Score -1662512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1662510.500000 Penalty: 3139.317627
	Iteration 101Q: 3 clusters Score -1662510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1662514.000000 Penalty: 3139.317627
	Iteration 102Q: 3 clusters Score -1662514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1662512.750000 Penalty: 3139.317627
	Iteration 103Q: 3 clusters Score -1662513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1662516.125000 Penalty: 3139.317627
	Iteration 104Q: 3 clusters Score -1662516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1662518.500000 Penalty: 3139.317627
	Iteration 105Q: 3 clusters Score -1662518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1662519.000000 Penalty: 3139.317627
	Iteration 106Q: 3 clusters Score -1662519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1662518.500000 Penalty: 3139.317627
	Iteration 107Q: 3 clusters Score -1662518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1662519.125000 Penalty: 3139.317627
	Iteration 108Q: 3 clusters Score -1662519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1662516.875000 Penalty: 3139.317627
	Iteration 109Q: 3 clusters Score -1662517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1662517.000000 Penalty: 3139.317627
	Iteration 110Q: 3 clusters Score -1662517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1662518.875000 Penalty: 3139.317627
	Iteration 111Q: 3 clusters Score -1662519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1662518.000000 Penalty: 3139.317627
	Iteration 112Q: 3 clusters Score -1662518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1662517.500000 Penalty: 3139.317627
	Iteration 113Q: 3 clusters Score -1662518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1662517.625000 Penalty: 3139.317627
	Iteration 114Q: 3 clusters Score -1662518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1662517.625000 Penalty: 3139.317627
	Iteration 115F: 3 clusters Score -1662518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12369 members 
Mstep: Class 3 contains 21819 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 101295 members 
Mstep: Class 7 contains 8173 members 
Mstep: Class 8 contains 20154 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9750 members 
Mstep: Class 11 contains 13166 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 15798 members 
Mstep: Class 16 contains 114621 members 
Mstep: Class 18 contains 35099 members 
Mstep: Class 19 contains 15669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692188.000000 Penalty: 35535.390625
Iteration 119Q: 18 clusters Score -4.169219e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 21852 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 1359 members 
Mstep: Class 6 contains 100648 members 
Mstep: Class 7 contains 8194 members 
Mstep: Class 8 contains 20122 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9743 members 
Mstep: Class 11 contains 13191 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7481 members 
Mstep: Class 14 contains 15839 members 
Mstep: Class 16 contains 114179 members 
Mstep: Class 18 contains 36171 members 
Mstep: Class 19 contains 15599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692204.000000 Penalty: 35535.390625
Iteration 120F: 18 clusters Score -4.16922e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 12429 members 
Mstep: Class 3 contains 21881 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 100010 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 20084 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9736 members 
Mstep: Class 11 contains 13203 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 16 contains 113728 members 
Mstep: Class 18 contains 37252 members 
Mstep: Class 19 contains 15531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692256.000000 Penalty: 35535.390625
Iteration 121Q: 18 clusters Score -4.169226e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12457 members 
Mstep: Class 3 contains 21889 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 99428 members 
Mstep: Class 7 contains 8255 members 
Mstep: Class 8 contains 20032 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 13227 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7466 members 
Mstep: Class 14 contains 15926 members 
Mstep: Class 16 contains 113251 members 
Mstep: Class 18 contains 38329 members 
Mstep: Class 19 contains 15438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692476.000000 Penalty: 35535.390625
Iteration 122Q: 18 clusters Score -4.169248e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12470 members 
Mstep: Class 3 contains 21896 members 
Mstep: Class 4 contains 4860 members 
Mstep: Class 5 contains 1351 members 
Mstep: Class 6 contains 98824 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 20006 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 13258 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 15978 members 
Mstep: Class 16 contains 112764 members 
Mstep: Class 18 contains 39422 members 
Mstep: Class 19 contains 15348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692480.000000 Penalty: 35535.390625
Iteration 123Q: 18 clusters Score -4.169248e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12490 members 
Mstep: Class 3 contains 21910 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 1350 members 
Mstep: Class 6 contains 98223 members 
Mstep: Class 7 contains 8316 members 
Mstep: Class 8 contains 19967 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9732 members 
Mstep: Class 11 contains 13275 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7453 members 
Mstep: Class 14 contains 16039 members 
Mstep: Class 16 contains 112309 members 
Mstep: Class 18 contains 40498 members 
Mstep: Class 19 contains 15246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692628.000000 Penalty: 35535.390625
Iteration 124Q: 18 clusters Score -4.169263e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12497 members 
Mstep: Class 3 contains 21920 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 1348 members 
Mstep: Class 6 contains 97621 members 
Mstep: Class 7 contains 8354 members 
Mstep: Class 8 contains 19919 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9730 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7443 members 
Mstep: Class 14 contains 16091 members 
Mstep: Class 16 contains 111854 members 
Mstep: Class 18 contains 41601 members 
Mstep: Class 19 contains 15153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692696.000000 Penalty: 35535.390625
Iteration 125Q: 18 clusters Score -4.16927e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12508 members 
Mstep: Class 3 contains 21923 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 1347 members 
Mstep: Class 6 contains 97050 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 19865 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9715 members 
Mstep: Class 11 contains 13300 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7439 members 
Mstep: Class 14 contains 16145 members 
Mstep: Class 16 contains 111356 members 
Mstep: Class 18 contains 42704 members 
Mstep: Class 19 contains 15081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692584.000000 Penalty: 35535.390625
Iteration 126Q: 18 clusters Score -4.169258e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12514 members 
Mstep: Class 3 contains 21917 members 
Mstep: Class 4 contains 4843 members 
Mstep: Class 5 contains 1347 members 
Mstep: Class 6 contains 96481 members 
Mstep: Class 7 contains 8410 members 
Mstep: Class 8 contains 19818 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9708 members 
Mstep: Class 11 contains 13302 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7444 members 
Mstep: Class 14 contains 16189 members 
Mstep: Class 16 contains 110846 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 15035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692536.000000 Penalty: 35535.390625
Iteration 127Q: 18 clusters Score -4.169254e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12535 members 
Mstep: Class 3 contains 21894 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 1349 members 
Mstep: Class 6 contains 95966 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 19770 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9689 members 
Mstep: Class 11 contains 13303 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7448 members 
Mstep: Class 14 contains 16228 members 
Mstep: Class 16 contains 110386 members 
Mstep: Class 18 contains 44865 members 
Mstep: Class 19 contains 14971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692548.000000 Penalty: 35535.390625
Iteration 128Q: 18 clusters Score -4.169255e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12564 members 
Mstep: Class 3 contains 21884 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 95456 members 
Mstep: Class 7 contains 8439 members 
Mstep: Class 8 contains 19727 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9680 members 
Mstep: Class 11 contains 13311 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 16273 members 
Mstep: Class 16 contains 109907 members 
Mstep: Class 18 contains 45867 members 
Mstep: Class 19 contains 14921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692724.000000 Penalty: 35535.390625
Iteration 129Q: 18 clusters Score -4.169272e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12576 members 
Mstep: Class 3 contains 21860 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 94969 members 
Mstep: Class 7 contains 8473 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9669 members 
Mstep: Class 11 contains 13319 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 16305 members 
Mstep: Class 16 contains 109455 members 
Mstep: Class 18 contains 46861 members 
Mstep: Class 19 contains 14867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692784.000000 Penalty: 35535.390625
Iteration 130Q: 18 clusters Score -4.169278e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12599 members 
Mstep: Class 3 contains 21847 members 
Mstep: Class 4 contains 4816 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 94495 members 
Mstep: Class 7 contains 8501 members 
Mstep: Class 8 contains 19640 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9653 members 
Mstep: Class 11 contains 13326 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 16348 members 
Mstep: Class 16 contains 108993 members 
Mstep: Class 18 contains 47822 members 
Mstep: Class 19 contains 14821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692924.000000 Penalty: 35535.390625
Iteration 131Q: 18 clusters Score -4.169292e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12609 members 
Mstep: Class 3 contains 21852 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 94047 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 19606 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9633 members 
Mstep: Class 11 contains 13332 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7451 members 
Mstep: Class 14 contains 16380 members 
Mstep: Class 16 contains 108577 members 
Mstep: Class 18 contains 48725 members 
Mstep: Class 19 contains 14760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692904.000000 Penalty: 35535.390625
Iteration 132Q: 18 clusters Score -4.16929e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12626 members 
Mstep: Class 3 contains 21853 members 
Mstep: Class 4 contains 4797 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 93646 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 19572 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 13334 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7444 members 
Mstep: Class 14 contains 16411 members 
Mstep: Class 16 contains 108143 members 
Mstep: Class 18 contains 49569 members 
Mstep: Class 19 contains 14703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693060.000000 Penalty: 35535.390625
Iteration 133Q: 18 clusters Score -4.169306e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12637 members 
Mstep: Class 3 contains 21859 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 93292 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 19532 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 13357 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7441 members 
Mstep: Class 14 contains 16454 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 50370 members 
Mstep: Class 19 contains 14650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693232.000000 Penalty: 35535.390625
Iteration 134Q: 18 clusters Score -4.169323e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12667 members 
Mstep: Class 3 contains 21857 members 
Mstep: Class 4 contains 4775 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 93002 members 
Mstep: Class 7 contains 8661 members 
Mstep: Class 8 contains 19480 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9630 members 
Mstep: Class 11 contains 13367 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7438 members 
Mstep: Class 14 contains 16475 members 
Mstep: Class 16 contains 107236 members 
Mstep: Class 18 contains 51145 members 
Mstep: Class 19 contains 14581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693248.000000 Penalty: 35535.390625
Iteration 135Q: 18 clusters Score -4.169325e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 21845 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 92753 members 
Mstep: Class 7 contains 8714 members 
Mstep: Class 8 contains 19426 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9630 members 
Mstep: Class 11 contains 13370 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7431 members 
Mstep: Class 14 contains 16495 members 
Mstep: Class 16 contains 106761 members 
Mstep: Class 18 contains 51924 members 
Mstep: Class 19 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693428.000000 Penalty: 35535.390625
Iteration 136Q: 18 clusters Score -4.169343e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12715 members 
Mstep: Class 3 contains 21847 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 1359 members 
Mstep: Class 6 contains 92475 members 
Mstep: Class 7 contains 8758 members 
Mstep: Class 8 contains 19378 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9635 members 
Mstep: Class 11 contains 13368 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 7428 members 
Mstep: Class 14 contains 16486 members 
Mstep: Class 16 contains 106310 members 
Mstep: Class 18 contains 52705 members 
Mstep: Class 19 contains 14457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693496.000000 Penalty: 35535.390625
Iteration 137Q: 18 clusters Score -4.16935e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12739 members 
Mstep: Class 3 contains 21846 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 92243 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 19329 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9634 members 
Mstep: Class 11 contains 13367 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7418 members 
Mstep: Class 14 contains 16494 members 
Mstep: Class 16 contains 105872 members 
Mstep: Class 18 contains 53426 members 
Mstep: Class 19 contains 14394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693496.000000 Penalty: 35535.390625
Iteration 138Q: 18 clusters Score -4.16935e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 12758 members 
Mstep: Class 3 contains 21840 members 
Mstep: Class 4 contains 4738 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 91988 members 
Mstep: Class 7 contains 8852 members 
Mstep: Class 8 contains 19275 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9626 members 
Mstep: Class 11 contains 13376 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7409 members 
Mstep: Class 14 contains 16520 members 
Mstep: Class 16 contains 105428 members 
Mstep: Class 18 contains 54153 members 
Mstep: Class 19 contains 14353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693672.000000 Penalty: 35535.390625
Iteration 139Q: 18 clusters Score -4.169367e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 12782 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 91757 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 19219 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9617 members 
Mstep: Class 11 contains 13377 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7394 members 
Mstep: Class 14 contains 16533 members 
Mstep: Class 16 contains 104996 members 
Mstep: Class 18 contains 54864 members 
Mstep: Class 19 contains 14281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693676.000000 Penalty: 35535.390625
Iteration 140F: 18 clusters Score -4.169368e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12792 members 
Mstep: Class 3 contains 21863 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 91437 members 
Mstep: Class 7 contains 8961 members 
Mstep: Class 8 contains 19163 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 13387 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7383 members 
Mstep: Class 14 contains 16557 members 
Mstep: Class 16 contains 104610 members 
Mstep: Class 18 contains 55556 members 
Mstep: Class 19 contains 14248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693908.000000 Penalty: 35535.390625
Iteration 141Q: 18 clusters Score -4.169391e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12805 members 
Mstep: Class 3 contains 21868 members 
Mstep: Class 4 contains 4729 members 
Mstep: Class 5 contains 1368 members 
Mstep: Class 6 contains 91134 members 
Mstep: Class 7 contains 9005 members 
Mstep: Class 8 contains 19096 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 13399 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 7373 members 
Mstep: Class 14 contains 16592 members 
Mstep: Class 16 contains 104226 members 
Mstep: Class 18 contains 56239 members 
Mstep: Class 19 contains 14220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694120.000000 Penalty: 35535.390625
Iteration 142Q: 18 clusters Score -4.169412e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12810 members 
Mstep: Class 3 contains 21870 members 
Mstep: Class 4 contains 4727 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 90832 members 
Mstep: Class 7 contains 9039 members 
Mstep: Class 8 contains 19045 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9617 members 
Mstep: Class 11 contains 13399 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7370 members 
Mstep: Class 14 contains 16629 members 
Mstep: Class 16 contains 103841 members 
Mstep: Class 18 contains 56939 members 
Mstep: Class 19 contains 14188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694232.000000 Penalty: 35535.390625
Iteration 143Q: 18 clusters Score -4.169423e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12820 members 
Mstep: Class 3 contains 21881 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 6 contains 90556 members 
Mstep: Class 7 contains 9083 members 
Mstep: Class 8 contains 18977 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 13388 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7369 members 
Mstep: Class 14 contains 16655 members 
Mstep: Class 16 contains 103460 members 
Mstep: Class 18 contains 57595 members 
Mstep: Class 19 contains 14179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694292.000000 Penalty: 35535.390625
Iteration 144Q: 18 clusters Score -4.169429e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12840 members 
Mstep: Class 3 contains 21886 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 90303 members 
Mstep: Class 7 contains 9115 members 
Mstep: Class 8 contains 18914 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 13381 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7367 members 
Mstep: Class 14 contains 16685 members 
Mstep: Class 16 contains 103096 members 
Mstep: Class 18 contains 58208 members 
Mstep: Class 19 contains 14165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694468.000000 Penalty: 35535.390625
Iteration 145Q: 18 clusters Score -4.169447e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 21886 members 
Mstep: Class 4 contains 4727 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 6 contains 90054 members 
Mstep: Class 7 contains 9149 members 
Mstep: Class 8 contains 18836 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9620 members 
Mstep: Class 11 contains 13371 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 14 contains 16703 members 
Mstep: Class 16 contains 102770 members 
Mstep: Class 18 contains 58791 members 
Mstep: Class 19 contains 14166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694500.000000 Penalty: 35535.390625
Iteration 146Q: 18 clusters Score -4.16945e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 21890 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 89792 members 
Mstep: Class 7 contains 9175 members 
Mstep: Class 8 contains 18775 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9621 members 
Mstep: Class 11 contains 13372 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7361 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 16 contains 102483 members 
Mstep: Class 18 contains 59317 members 
Mstep: Class 19 contains 14184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694536.000000 Penalty: 35535.390625
Iteration 147Q: 18 clusters Score -4.169454e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 21893 members 
Mstep: Class 4 contains 4723 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 89506 members 
Mstep: Class 7 contains 9199 members 
Mstep: Class 8 contains 18718 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7358 members 
Mstep: Class 14 contains 16766 members 
Mstep: Class 16 contains 102206 members 
Mstep: Class 18 contains 59862 members 
Mstep: Class 19 contains 14194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694596.000000 Penalty: 35535.390625
Iteration 148Q: 18 clusters Score -4.16946e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 21894 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 1375 members 
Mstep: Class 6 contains 89257 members 
Mstep: Class 7 contains 9226 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 13384 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 16782 members 
Mstep: Class 16 contains 101968 members 
Mstep: Class 18 contains 60317 members 
Mstep: Class 19 contains 14202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694552.000000 Penalty: 35535.390625
Iteration 149Q: 18 clusters Score -4.169455e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 21902 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 1375 members 
Mstep: Class 6 contains 89038 members 
Mstep: Class 7 contains 9261 members 
Mstep: Class 8 contains 18642 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7353 members 
Mstep: Class 14 contains 16802 members 
Mstep: Class 16 contains 101687 members 
Mstep: Class 18 contains 60759 members 
Mstep: Class 19 contains 14214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694540.000000 Penalty: 35535.390625
Iteration 150Q: 18 clusters Score -4.169454e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12868 members 
Mstep: Class 3 contains 21906 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 1375 members 
Mstep: Class 6 contains 88846 members 
Mstep: Class 7 contains 9290 members 
Mstep: Class 8 contains 18581 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9681 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 14 contains 16809 members 
Mstep: Class 16 contains 101429 members 
Mstep: Class 18 contains 61192 members 
Mstep: Class 19 contains 14230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694672.000000 Penalty: 35535.390625
Iteration 151Q: 18 clusters Score -4.169467e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12869 members 
Mstep: Class 3 contains 21913 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 88642 members 
Mstep: Class 7 contains 9310 members 
Mstep: Class 8 contains 18559 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9687 members 
Mstep: Class 11 contains 13397 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 14 contains 16808 members 
Mstep: Class 16 contains 101155 members 
Mstep: Class 18 contains 61645 members 
Mstep: Class 19 contains 14235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694724.000000 Penalty: 35535.390625
Iteration 152Q: 18 clusters Score -4.169472e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12870 members 
Mstep: Class 3 contains 21933 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 88400 members 
Mstep: Class 7 contains 9334 members 
Mstep: Class 8 contains 18541 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 13389 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 14 contains 16806 members 
Mstep: Class 16 contains 100891 members 
Mstep: Class 18 contains 62121 members 
Mstep: Class 19 contains 14242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694848.000000 Penalty: 35535.390625
Iteration 153Q: 18 clusters Score -4.169485e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 21951 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 88158 members 
Mstep: Class 7 contains 9357 members 
Mstep: Class 8 contains 18525 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9701 members 
Mstep: Class 11 contains 13387 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 14 contains 16811 members 
Mstep: Class 16 contains 100637 members 
Mstep: Class 18 contains 62558 members 
Mstep: Class 19 contains 14261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694856.000000 Penalty: 35535.390625
Iteration 154Q: 18 clusters Score -4.169486e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12874 members 
Mstep: Class 3 contains 21959 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 87961 members 
Mstep: Class 7 contains 9377 members 
Mstep: Class 8 contains 18495 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 13387 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 14 contains 16815 members 
Mstep: Class 16 contains 100382 members 
Mstep: Class 18 contains 62998 members 
Mstep: Class 19 contains 14270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695024.000000 Penalty: 35535.390625
Iteration 155Q: 18 clusters Score -4.169502e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 4718 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 87758 members 
Mstep: Class 7 contains 9400 members 
Mstep: Class 8 contains 18465 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7350 members 
Mstep: Class 14 contains 16818 members 
Mstep: Class 16 contains 100126 members 
Mstep: Class 18 contains 63462 members 
Mstep: Class 19 contains 14280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695024.000000 Penalty: 35535.390625
Iteration 156Q: 18 clusters Score -4.169502e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 3 contains 21959 members 
Mstep: Class 4 contains 4715 members 
Mstep: Class 5 contains 1375 members 
Mstep: Class 6 contains 87485 members 
Mstep: Class 7 contains 9431 members 
Mstep: Class 8 contains 18457 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 13363 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 14 contains 16825 members 
Mstep: Class 16 contains 99879 members 
Mstep: Class 18 contains 63953 members 
Mstep: Class 19 contains 14294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695044.000000 Penalty: 35535.390625
Iteration 157Q: 18 clusters Score -4.169504e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12879 members 
Mstep: Class 3 contains 21951 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 87233 members 
Mstep: Class 7 contains 9450 members 
Mstep: Class 8 contains 18442 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 9701 members 
Mstep: Class 11 contains 13358 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7353 members 
Mstep: Class 14 contains 16825 members 
Mstep: Class 16 contains 99650 members 
Mstep: Class 18 contains 64424 members 
Mstep: Class 19 contains 14313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694988.000000 Penalty: 35535.390625
Iteration 158Q: 18 clusters Score -4.169499e+07 nChanged 924
Entering ConstructFrom: 
Score: -41694988.000000 Penalty: 35535.390625
Entering ConstructFrom: 
Trying to split cluster 1 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -388302.375000 Penalty: 1326.130615
	Iteration 0F: 2 clusters Score -388302.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -385334.156250 Penalty: 2652.261230
	Iteration 0F: 3 clusters Score -385334.2 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -386098.375000 Penalty: 2652.261230
	Iteration 1F: 3 clusters Score -386098.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -386274.656250 Penalty: 2652.261230
	Iteration 2F: 3 clusters Score -386274.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -386399.718750 Penalty: 2652.261230
	Iteration 3F: 3 clusters Score -386399.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -386483.437500 Penalty: 2652.261230
	Iteration 4Q: 3 clusters Score -386483.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -386542.593750 Penalty: 2652.261230
	Iteration 5Q: 3 clusters Score -386542.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -386577.375000 Penalty: 2652.261230
	Iteration 6Q: 3 clusters Score -386577.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -386609.406250 Penalty: 2652.261230
	Iteration 7Q: 3 clusters Score -386609.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -386626.781250 Penalty: 2652.261230
	Iteration 8Q: 3 clusters Score -386626.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -386640.343750 Penalty: 2652.261230
	Iteration 9Q: 3 clusters Score -386640.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -386655.781250 Penalty: 2652.261230
	Iteration 10Q: 3 clusters Score -386655.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -386675.187500 Penalty: 2652.261230
	Iteration 11Q: 3 clusters Score -386675.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -386694.781250 Penalty: 2652.261230
	Iteration 12Q: 3 clusters Score -386694.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -386722.093750 Penalty: 2652.261230
	Iteration 13Q: 3 clusters Score -386722.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -386746.031250 Penalty: 2652.261230
	Iteration 14Q: 3 clusters Score -386746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -386763.812500 Penalty: 2652.261230
	Iteration 15Q: 3 clusters Score -386763.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -386779.375000 Penalty: 2652.261230
	Iteration 16Q: 3 clusters Score -386779.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -386795.156250 Penalty: 2652.261230
	Iteration 17Q: 3 clusters Score -386795.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -386816.687500 Penalty: 2652.261230
	Iteration 18Q: 3 clusters Score -386816.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -386836.250000 Penalty: 2652.261230
	Iteration 19Q: 3 clusters Score -386836.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -386857.781250 Penalty: 2652.261230
	Iteration 20F: 3 clusters Score -386857.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -386876.312500 Penalty: 2652.261230
	Iteration 21Q: 3 clusters Score -386876.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -386893.031250 Penalty: 2652.261230
	Iteration 22Q: 3 clusters Score -386893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -386910.187500 Penalty: 2652.261230
	Iteration 23Q: 3 clusters Score -386910.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -386926.250000 Penalty: 2652.261230
	Iteration 24Q: 3 clusters Score -386926.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -386942.406250 Penalty: 2652.261230
	Iteration 25Q: 3 clusters Score -386942.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -386963.500000 Penalty: 2652.261230
	Iteration 26Q: 3 clusters Score -386963.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -386979.062500 Penalty: 2652.261230
	Iteration 27Q: 3 clusters Score -386979.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -386994.625000 Penalty: 2652.261230
	Iteration 28Q: 3 clusters Score -386994.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -387003.937500 Penalty: 2652.261230
	Iteration 29Q: 3 clusters Score -387003.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -387015.812500 Penalty: 2652.261230
	Iteration 30Q: 3 clusters Score -387015.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -387028.781250 Penalty: 2652.261230
	Iteration 31Q: 3 clusters Score -387028.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -387036.343750 Penalty: 2652.261230
	Iteration 32Q: 3 clusters Score -387036.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -387043.937500 Penalty: 2652.261230
	Iteration 33Q: 3 clusters Score -387043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -387049.343750 Penalty: 2652.261230
	Iteration 34Q: 3 clusters Score -387049.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -387052.312500 Penalty: 2652.261230
	Iteration 35Q: 3 clusters Score -387052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -387054.031250 Penalty: 2652.261230
	Iteration 36Q: 3 clusters Score -387054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -387055.000000 Penalty: 2652.261230
	Iteration 37Q: 3 clusters Score -387055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -387057.250000 Penalty: 2652.261230
	Iteration 38Q: 3 clusters Score -387057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -387058.687500 Penalty: 2652.261230
	Iteration 39Q: 3 clusters Score -387058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -387060.718750 Penalty: 2652.261230
	Iteration 40F: 3 clusters Score -387060.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -387065.562500 Penalty: 2652.261230
	Iteration 41Q: 3 clusters Score -387065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -387069.187500 Penalty: 2652.261230
	Iteration 42Q: 3 clusters Score -387069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -387071.468750 Penalty: 2652.261230
	Iteration 43Q: 3 clusters Score -387071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -387071.687500 Penalty: 2652.261230
	Iteration 44Q: 3 clusters Score -387071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -387072.468750 Penalty: 2652.261230
	Iteration 45Q: 3 clusters Score -387072.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -387072.812500 Penalty: 2652.261230
	Iteration 46Q: 3 clusters Score -387072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -387072.250000 Penalty: 2652.261230
	Iteration 47Q: 3 clusters Score -387072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -387073.437500 Penalty: 2652.261230
	Iteration 48Q: 3 clusters Score -387073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -387074.906250 Penalty: 2652.261230
	Iteration 49Q: 3 clusters Score -387074.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -387081.093750 Penalty: 2652.261230
	Iteration 50Q: 3 clusters Score -387081.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -387086.468750 Penalty: 2652.261230
	Iteration 51Q: 3 clusters Score -387086.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -387095.468750 Penalty: 2652.261230
	Iteration 52Q: 3 clusters Score -387095.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -387102.093750 Penalty: 2652.261230
	Iteration 53Q: 3 clusters Score -387102.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -387106.093750 Penalty: 2652.261230
	Iteration 54Q: 3 clusters Score -387106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -387110.500000 Penalty: 2652.261230
	Iteration 55Q: 3 clusters Score -387110.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -387117.125000 Penalty: 2652.261230
	Iteration 56Q: 3 clusters Score -387117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -387124.187500 Penalty: 2652.261230
	Iteration 57Q: 3 clusters Score -387124.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -387131.593750 Penalty: 2652.261230
	Iteration 58Q: 3 clusters Score -387131.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -387138.406250 Penalty: 2652.261230
	Iteration 59Q: 3 clusters Score -387138.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -387149.125000 Penalty: 2652.261230
	Iteration 60F: 3 clusters Score -387149.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -387155.218750 Penalty: 2652.261230
	Iteration 61Q: 3 clusters Score -387155.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -387160.343750 Penalty: 2652.261230
	Iteration 62Q: 3 clusters Score -387160.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -387169.406250 Penalty: 2652.261230
	Iteration 63Q: 3 clusters Score -387169.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -387177.375000 Penalty: 2652.261230
	Iteration 64Q: 3 clusters Score -387177.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -387187.968750 Penalty: 2652.261230
	Iteration 65Q: 3 clusters Score -387188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -387199.468750 Penalty: 2652.261230
	Iteration 66Q: 3 clusters Score -387199.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -387210.468750 Penalty: 2652.261230
	Iteration 67Q: 3 clusters Score -387210.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -387224.156250 Penalty: 2652.261230
	Iteration 68Q: 3 clusters Score -387224.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -387234.906250 Penalty: 2652.261230
	Iteration 69Q: 3 clusters Score -387234.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -387244.625000 Penalty: 2652.261230
	Iteration 70Q: 3 clusters Score -387244.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -387255.781250 Penalty: 2652.261230
	Iteration 71Q: 3 clusters Score -387255.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -387260.718750 Penalty: 2652.261230
	Iteration 72Q: 3 clusters Score -387260.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -387267.000000 Penalty: 2652.261230
	Iteration 73Q: 3 clusters Score -387267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -387271.593750 Penalty: 2652.261230
	Iteration 74Q: 3 clusters Score -387271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -387274.125000 Penalty: 2652.261230
	Iteration 75Q: 3 clusters Score -387274.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -387278.062500 Penalty: 2652.261230
	Iteration 76Q: 3 clusters Score -387278.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -387281.343750 Penalty: 2652.261230
	Iteration 77Q: 3 clusters Score -387281.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -387284.281250 Penalty: 2652.261230
	Iteration 78Q: 3 clusters Score -387284.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -387289.843750 Penalty: 2652.261230
	Iteration 79Q: 3 clusters Score -387289.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -387292.437500 Penalty: 2652.261230
	Iteration 80F: 3 clusters Score -387292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -387295.156250 Penalty: 2652.261230
	Iteration 81Q: 3 clusters Score -387295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -387295.562500 Penalty: 2652.261230
	Iteration 82Q: 3 clusters Score -387295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -387296.875000 Penalty: 2652.261230
	Iteration 83Q: 3 clusters Score -387296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -387298.718750 Penalty: 2652.261230
	Iteration 84Q: 3 clusters Score -387298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -387299.656250 Penalty: 2652.261230
	Iteration 85Q: 3 clusters Score -387299.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -387300.656250 Penalty: 2652.261230
	Iteration 86Q: 3 clusters Score -387300.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -387300.625000 Penalty: 2652.261230
	Iteration 87Q: 3 clusters Score -387300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -387302.187500 Penalty: 2652.261230
	Iteration 88Q: 3 clusters Score -387302.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -387303.875000 Penalty: 2652.261230
	Iteration 89Q: 3 clusters Score -387303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -387304.156250 Penalty: 2652.261230
	Iteration 90Q: 3 clusters Score -387304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -387304.156250 Penalty: 2652.261230
	Iteration 91F: 3 clusters Score -387304.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Entering Unmasked Estep 
Score: -1458073.125000 Penalty: 1537.946289
	Iteration 0F: 2 clusters Score -1458073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1449078.500000 Penalty: 3075.892578
	Iteration 0F: 3 clusters Score -1449078 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1452052.000000 Penalty: 3075.892578
	Iteration 1F: 3 clusters Score -1452052 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1452316.750000 Penalty: 3075.892578
	Iteration 2F: 3 clusters Score -1452317 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1452571.250000 Penalty: 3075.892578
	Iteration 3Q: 3 clusters Score -1452571 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1452882.750000 Penalty: 3075.892578
	Iteration 4Q: 3 clusters Score -1452883 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1453285.250000 Penalty: 3075.892578
	Iteration 5F: 3 clusters Score -1453285 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1453798.750000 Penalty: 3075.892578
	Iteration 6F: 3 clusters Score -1453799 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1454451.750000 Penalty: 3075.892578
	Iteration 7F: 3 clusters Score -1454452 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1455191.750000 Penalty: 3075.892578
	Iteration 8F: 3 clusters Score -1455192 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1455869.250000 Penalty: 3075.892578
	Iteration 9F: 3 clusters Score -1455869 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1456397.000000 Penalty: 3075.892578
	Iteration 10Q: 3 clusters Score -1456397 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1456754.375000 Penalty: 3075.892578
	Iteration 11Q: 3 clusters Score -1456754 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1456999.750000 Penalty: 3075.892578
	Iteration 12Q: 3 clusters Score -1457000 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1457150.000000 Penalty: 3075.892578
	Iteration 13Q: 3 clusters Score -1457150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1457238.500000 Penalty: 3075.892578
	Iteration 14Q: 3 clusters Score -1457238 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1457298.875000 Penalty: 3075.892578
	Iteration 15Q: 3 clusters Score -1457299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1457327.875000 Penalty: 3075.892578
	Iteration 16Q: 3 clusters Score -1457328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1457351.375000 Penalty: 3075.892578
	Iteration 17Q: 3 clusters Score -1457351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1457363.125000 Penalty: 3075.892578
	Iteration 18Q: 3 clusters Score -1457363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1457372.125000 Penalty: 3075.892578
	Iteration 19Q: 3 clusters Score -1457372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1457379.375000 Penalty: 3075.892578
	Iteration 20F: 3 clusters Score -1457379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1457386.375000 Penalty: 3075.892578
	Iteration 21Q: 3 clusters Score -1457386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1457393.000000 Penalty: 3075.892578
	Iteration 22Q: 3 clusters Score -1457393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1457393.250000 Penalty: 3075.892578
	Iteration 23Q: 3 clusters Score -1457393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1457397.250000 Penalty: 3075.892578
	Iteration 24Q: 3 clusters Score -1457397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1457399.125000 Penalty: 3075.892578
	Iteration 25Q: 3 clusters Score -1457399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1457398.125000 Penalty: 3075.892578
	Iteration 26Q: 3 clusters Score -1457398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1457399.750000 Penalty: 3075.892578
	Iteration 27Q: 3 clusters Score -1457400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1457401.000000 Penalty: 3075.892578
	Iteration 28Q: 3 clusters Score -1457401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1457402.875000 Penalty: 3075.892578
	Iteration 29Q: 3 clusters Score -1457403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1457404.625000 Penalty: 3075.892578
	Iteration 30Q: 3 clusters Score -1457405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1457405.000000 Penalty: 3075.892578
	Iteration 31Q: 3 clusters Score -1457405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1457404.625000 Penalty: 3075.892578
	Iteration 32Q: 3 clusters Score -1457405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1457406.250000 Penalty: 3075.892578
	Iteration 33Q: 3 clusters Score -1457406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1457406.875000 Penalty: 3075.892578
	Iteration 34Q: 3 clusters Score -1457407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1457406.875000 Penalty: 3075.892578
	Iteration 35F: 3 clusters Score -1457407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Entering Unmasked Estep 
Score: -2474628.500000 Penalty: 1624.368164
	Iteration 0F: 2 clusters Score -2474628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2459759.250000 Penalty: 3248.736328
	Iteration 0F: 3 clusters Score -2459759 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2464990.000000 Penalty: 3248.736328
	Iteration 1F: 3 clusters Score -2464990 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2465384.500000 Penalty: 3248.736328
	Iteration 2Q: 3 clusters Score -2465384 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2465749.000000 Penalty: 3248.736328
	Iteration 3Q: 3 clusters Score -2465749 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2466136.750000 Penalty: 3248.736328
	Iteration 4Q: 3 clusters Score -2466137 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2466552.750000 Penalty: 3248.736328
	Iteration 5Q: 3 clusters Score -2466553 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2467006.500000 Penalty: 3248.736328
	Iteration 6Q: 3 clusters Score -2467006 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2467532.250000 Penalty: 3248.736328
	Iteration 7Q: 3 clusters Score -2467532 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2468139.250000 Penalty: 3248.736328
	Iteration 8Q: 3 clusters Score -2468139 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2468873.000000 Penalty: 3248.736328
	Iteration 9F: 3 clusters Score -2468873 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2469591.750000 Penalty: 3248.736328
	Iteration 10F: 3 clusters Score -2469592 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2470118.000000 Penalty: 3248.736328
	Iteration 11Q: 3 clusters Score -2470118 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2470388.500000 Penalty: 3248.736328
	Iteration 12Q: 3 clusters Score -2470388 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2470555.750000 Penalty: 3248.736328
	Iteration 13Q: 3 clusters Score -2470556 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2470650.250000 Penalty: 3248.736328
	Iteration 14Q: 3 clusters Score -2470650 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2470712.750000 Penalty: 3248.736328
	Iteration 15Q: 3 clusters Score -2470713 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2470770.500000 Penalty: 3248.736328
	Iteration 16Q: 3 clusters Score -2470770 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2470816.500000 Penalty: 3248.736328
	Iteration 17Q: 3 clusters Score -2470816 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2470848.500000 Penalty: 3248.736328
	Iteration 18Q: 3 clusters Score -2470848 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2470871.000000 Penalty: 3248.736328
	Iteration 19Q: 3 clusters Score -2470871 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2470905.000000 Penalty: 3248.736328
	Iteration 20F: 3 clusters Score -2470905 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2470921.500000 Penalty: 3248.736328
	Iteration 21Q: 3 clusters Score -2470922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2470947.750000 Penalty: 3248.736328
	Iteration 22Q: 3 clusters Score -2470948 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2470978.000000 Penalty: 3248.736328
	Iteration 23Q: 3 clusters Score -2470978 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2470985.000000 Penalty: 3248.736328
	Iteration 24Q: 3 clusters Score -2470985 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2470995.500000 Penalty: 3248.736328
	Iteration 25Q: 3 clusters Score -2470996 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2471010.250000 Penalty: 3248.736328
	Iteration 26Q: 3 clusters Score -2471010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2471019.250000 Penalty: 3248.736328
	Iteration 27Q: 3 clusters Score -2471019 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2471031.000000 Penalty: 3248.736328
	Iteration 28Q: 3 clusters Score -2471031 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2471036.500000 Penalty: 3248.736328
	Iteration 29Q: 3 clusters Score -2471036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2471040.750000 Penalty: 3248.736328
	Iteration 30Q: 3 clusters Score -2471041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2471046.500000 Penalty: 3248.736328
	Iteration 31Q: 3 clusters Score -2471046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2471053.750000 Penalty: 3248.736328
	Iteration 32Q: 3 clusters Score -2471054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2471052.500000 Penalty: 3248.736328
	Iteration 33Q: 3 clusters Score -2471052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2471054.000000 Penalty: 3248.736328
	Iteration 34Q: 3 clusters Score -2471054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2471054.500000 Penalty: 3248.736328
	Iteration 35Q: 3 clusters Score -2471054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2471052.000000 Penalty: 3248.736328
	Iteration 36Q: 3 clusters Score -2471052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2471055.750000 Penalty: 3248.736328
	Iteration 37Q: 3 clusters Score -2471056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2471060.000000 Penalty: 3248.736328
	Iteration 38Q: 3 clusters Score -2471060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2471061.500000 Penalty: 3248.736328
	Iteration 39Q: 3 clusters Score -2471062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2471063.000000 Penalty: 3248.736328
	Iteration 40F: 3 clusters Score -2471063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2471075.000000 Penalty: 3248.736328
	Iteration 41Q: 3 clusters Score -2471075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2471077.750000 Penalty: 3248.736328
	Iteration 42Q: 3 clusters Score -2471078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2471071.250000 Penalty: 3248.736328
	Iteration 43Q: 3 clusters Score -2471071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2471077.750000 Penalty: 3248.736328
	Iteration 44Q: 3 clusters Score -2471078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2471074.250000 Penalty: 3248.736328
	Iteration 45Q: 3 clusters Score -2471074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2471076.000000 Penalty: 3248.736328
	Iteration 46Q: 3 clusters Score -2471076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2471083.500000 Penalty: 3248.736328
	Iteration 47Q: 3 clusters Score -2471084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2471082.500000 Penalty: 3248.736328
	Iteration 48Q: 3 clusters Score -2471082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2471085.000000 Penalty: 3248.736328
	Iteration 49Q: 3 clusters Score -2471085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2471088.000000 Penalty: 3248.736328
	Iteration 50Q: 3 clusters Score -2471088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2471088.250000 Penalty: 3248.736328
	Iteration 51Q: 3 clusters Score -2471088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2471096.000000 Penalty: 3248.736328
	Iteration 52Q: 3 clusters Score -2471096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2471099.000000 Penalty: 3248.736328
	Iteration 53Q: 3 clusters Score -2471099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2471103.000000 Penalty: 3248.736328
	Iteration 54Q: 3 clusters Score -2471103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2471106.500000 Penalty: 3248.736328
	Iteration 55Q: 3 clusters Score -2471106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2471107.000000 Penalty: 3248.736328
	Iteration 56Q: 3 clusters Score -2471107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2471102.000000 Penalty: 3248.736328
	Iteration 57Q: 3 clusters Score -2471102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2471106.750000 Penalty: 3248.736328
	Iteration 58Q: 3 clusters Score -2471107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2471112.250000 Penalty: 3248.736328
	Iteration 59Q: 3 clusters Score -2471112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2471109.500000 Penalty: 3248.736328
	Iteration 60F: 3 clusters Score -2471110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2471114.500000 Penalty: 3248.736328
	Iteration 61Q: 3 clusters Score -2471114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2471112.500000 Penalty: 3248.736328
	Iteration 62Q: 3 clusters Score -2471112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2471116.000000 Penalty: 3248.736328
	Iteration 63Q: 3 clusters Score -2471116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2471117.500000 Penalty: 3248.736328
	Iteration 64Q: 3 clusters Score -2471118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2471116.250000 Penalty: 3248.736328
	Iteration 65Q: 3 clusters Score -2471116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2471119.000000 Penalty: 3248.736328
	Iteration 66Q: 3 clusters Score -2471119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2471119.500000 Penalty: 3248.736328
	Iteration 67Q: 3 clusters Score -2471120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2471116.000000 Penalty: 3248.736328
	Iteration 68Q: 3 clusters Score -2471116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2471118.250000 Penalty: 3248.736328
	Iteration 69Q: 3 clusters Score -2471118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2471118.500000 Penalty: 3248.736328
	Iteration 70Q: 3 clusters Score -2471118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2471115.000000 Penalty: 3248.736328
	Iteration 71Q: 3 clusters Score -2471115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2471118.750000 Penalty: 3248.736328
	Iteration 72Q: 3 clusters Score -2471119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2471118.250000 Penalty: 3248.736328
	Iteration 73Q: 3 clusters Score -2471118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2471119.000000 Penalty: 3248.736328
	Iteration 74Q: 3 clusters Score -2471119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2471117.750000 Penalty: 3248.736328
	Iteration 75Q: 3 clusters Score -2471118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2471115.750000 Penalty: 3248.736328
	Iteration 76Q: 3 clusters Score -2471116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2471115.500000 Penalty: 3248.736328
	Iteration 77Q: 3 clusters Score -2471116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2471115.500000 Penalty: 3248.736328
	Iteration 78Q: 3 clusters Score -2471116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2471120.500000 Penalty: 3248.736328
	Iteration 79Q: 3 clusters Score -2471120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2471122.500000 Penalty: 3248.736328
	Iteration 80F: 3 clusters Score -2471122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2471125.500000 Penalty: 3248.736328
	Iteration 81Q: 3 clusters Score -2471126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2471126.750000 Penalty: 3248.736328
	Iteration 82Q: 3 clusters Score -2471127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2471125.500000 Penalty: 3248.736328
	Iteration 83Q: 3 clusters Score -2471126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2471125.750000 Penalty: 3248.736328
	Iteration 84Q: 3 clusters Score -2471126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2471127.750000 Penalty: 3248.736328
	Iteration 85Q: 3 clusters Score -2471128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2471127.000000 Penalty: 3248.736328
	Iteration 86Q: 3 clusters Score -2471127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2471125.000000 Penalty: 3248.736328
	Iteration 87Q: 3 clusters Score -2471125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2471129.250000 Penalty: 3248.736328
	Iteration 88Q: 3 clusters Score -2471129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2471128.250000 Penalty: 3248.736328
	Iteration 89Q: 3 clusters Score -2471128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2471127.000000 Penalty: 3248.736328
	Iteration 90Q: 3 clusters Score -2471127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2471125.500000 Penalty: 3248.736328
	Iteration 91Q: 3 clusters Score -2471126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2471126.500000 Penalty: 3248.736328
	Iteration 92Q: 3 clusters Score -2471126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2471122.000000 Penalty: 3248.736328
	Iteration 93Q: 3 clusters Score -2471122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2471122.250000 Penalty: 3248.736328
	Iteration 94Q: 3 clusters Score -2471122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2471119.750000 Penalty: 3248.736328
	Iteration 95Q: 3 clusters Score -2471120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2471119.250000 Penalty: 3248.736328
	Iteration 96Q: 3 clusters Score -2471119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2471123.750000 Penalty: 3248.736328
	Iteration 97Q: 3 clusters Score -2471124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2471124.000000 Penalty: 3248.736328
	Iteration 98Q: 3 clusters Score -2471124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2471124.500000 Penalty: 3248.736328
	Iteration 99Q: 3 clusters Score -2471124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2471126.750000 Penalty: 3248.736328
	Iteration 100F: 3 clusters Score -2471127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2471123.000000 Penalty: 3248.736328
	Iteration 101Q: 3 clusters Score -2471123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2471126.000000 Penalty: 3248.736328
	Iteration 102Q: 3 clusters Score -2471126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2471127.250000 Penalty: 3248.736328
	Iteration 103Q: 3 clusters Score -2471127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2471127.500000 Penalty: 3248.736328
	Iteration 104Q: 3 clusters Score -2471128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2471127.250000 Penalty: 3248.736328
	Iteration 105Q: 3 clusters Score -2471127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2471126.000000 Penalty: 3248.736328
	Iteration 106Q: 3 clusters Score -2471126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2471127.250000 Penalty: 3248.736328
	Iteration 107Q: 3 clusters Score -2471127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2471123.750000 Penalty: 3248.736328
	Iteration 108Q: 3 clusters Score -2471124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2471122.500000 Penalty: 3248.736328
	Iteration 109Q: 3 clusters Score -2471122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2471127.500000 Penalty: 3248.736328
	Iteration 110Q: 3 clusters Score -2471128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2471123.750000 Penalty: 3248.736328
	Iteration 111Q: 3 clusters Score -2471124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2471124.000000 Penalty: 3248.736328
	Iteration 112Q: 3 clusters Score -2471124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2471130.750000 Penalty: 3248.736328
	Iteration 113Q: 3 clusters Score -2471131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2471128.000000 Penalty: 3248.736328
	Iteration 114Q: 3 clusters Score -2471128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2471133.500000 Penalty: 3248.736328
	Iteration 115Q: 3 clusters Score -2471134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2471139.000000 Penalty: 3248.736328
	Iteration 116Q: 3 clusters Score -2471139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2471139.500000 Penalty: 3248.736328
	Iteration 117Q: 3 clusters Score -2471140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2471140.750000 Penalty: 3248.736328
	Iteration 118Q: 3 clusters Score -2471141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2471142.250000 Penalty: 3248.736328
	Iteration 119Q: 3 clusters Score -2471142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2471145.500000 Penalty: 3248.736328
	Iteration 120F: 3 clusters Score -2471146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2471146.500000 Penalty: 3248.736328
	Iteration 121Q: 3 clusters Score -2471146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2471150.000000 Penalty: 3248.736328
	Iteration 122Q: 3 clusters Score -2471150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2471148.750000 Penalty: 3248.736328
	Iteration 123Q: 3 clusters Score -2471149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2471147.500000 Penalty: 3248.736328
	Iteration 124Q: 3 clusters Score -2471148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2471150.000000 Penalty: 3248.736328
	Iteration 125Q: 3 clusters Score -2471150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2471152.750000 Penalty: 3248.736328
	Iteration 126Q: 3 clusters Score -2471153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2471149.250000 Penalty: 3248.736328
	Iteration 127Q: 3 clusters Score -2471149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2471153.750000 Penalty: 3248.736328
	Iteration 128Q: 3 clusters Score -2471154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2471153.250000 Penalty: 3248.736328
	Iteration 129Q: 3 clusters Score -2471153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2471152.000000 Penalty: 3248.736328
	Iteration 130Q: 3 clusters Score -2471152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2471155.000000 Penalty: 3248.736328
	Iteration 131Q: 3 clusters Score -2471155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2471153.250000 Penalty: 3248.736328
	Iteration 132Q: 3 clusters Score -2471153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2471148.000000 Penalty: 3248.736328
	Iteration 133Q: 3 clusters Score -2471148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2471147.500000 Penalty: 3248.736328
	Iteration 134Q: 3 clusters Score -2471148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2471152.000000 Penalty: 3248.736328
	Iteration 135Q: 3 clusters Score -2471152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2471153.000000 Penalty: 3248.736328
	Iteration 136Q: 3 clusters Score -2471153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2471156.750000 Penalty: 3248.736328
	Iteration 137Q: 3 clusters Score -2471157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2471153.250000 Penalty: 3248.736328
	Iteration 138Q: 3 clusters Score -2471153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2471159.000000 Penalty: 3248.736328
	Iteration 139Q: 3 clusters Score -2471159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2471158.000000 Penalty: 3248.736328
	Iteration 140F: 3 clusters Score -2471158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2471159.250000 Penalty: 3248.736328
	Iteration 141Q: 3 clusters Score -2471159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2471160.250000 Penalty: 3248.736328
	Iteration 142Q: 3 clusters Score -2471160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2471154.000000 Penalty: 3248.736328
	Iteration 143Q: 3 clusters Score -2471154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2471167.000000 Penalty: 3248.736328
	Iteration 144Q: 3 clusters Score -2471167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2471171.500000 Penalty: 3248.736328
	Iteration 145Q: 3 clusters Score -2471172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2471172.500000 Penalty: 3248.736328
	Iteration 146Q: 3 clusters Score -2471172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2471174.500000 Penalty: 3248.736328
	Iteration 147Q: 3 clusters Score -2471174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2471175.500000 Penalty: 3248.736328
	Iteration 148Q: 3 clusters Score -2471176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2471175.000000 Penalty: 3248.736328
	Iteration 149Q: 3 clusters Score -2471175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2471182.500000 Penalty: 3248.736328
	Iteration 150Q: 3 clusters Score -2471182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2471190.500000 Penalty: 3248.736328
	Iteration 151Q: 3 clusters Score -2471190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2471200.500000 Penalty: 3248.736328
	Iteration 152Q: 3 clusters Score -2471200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2471204.000000 Penalty: 3248.736328
	Iteration 153Q: 3 clusters Score -2471204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2471208.250000 Penalty: 3248.736328
	Iteration 154Q: 3 clusters Score -2471208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2471212.750000 Penalty: 3248.736328
	Iteration 155Q: 3 clusters Score -2471213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2471218.750000 Penalty: 3248.736328
	Iteration 156Q: 3 clusters Score -2471219 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2471223.000000 Penalty: 3248.736328
	Iteration 157Q: 3 clusters Score -2471223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2471224.750000 Penalty: 3248.736328
	Iteration 158Q: 3 clusters Score -2471225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2471226.750000 Penalty: 3248.736328
	Iteration 159Q: 3 clusters Score -2471227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2471226.250000 Penalty: 3248.736328
	Iteration 160F: 3 clusters Score -2471226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2471229.250000 Penalty: 3248.736328
	Iteration 161Q: 3 clusters Score -2471229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2471236.500000 Penalty: 3248.736328
	Iteration 162Q: 3 clusters Score -2471236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2471239.250000 Penalty: 3248.736328
	Iteration 163Q: 3 clusters Score -2471239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2471242.750000 Penalty: 3248.736328
	Iteration 164Q: 3 clusters Score -2471243 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2471245.750000 Penalty: 3248.736328
	Iteration 165Q: 3 clusters Score -2471246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2471258.250000 Penalty: 3248.736328
	Iteration 166Q: 3 clusters Score -2471258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2471255.250000 Penalty: 3248.736328
	Iteration 167Q: 3 clusters Score -2471255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2471263.250000 Penalty: 3248.736328
	Iteration 168Q: 3 clusters Score -2471263 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2471272.500000 Penalty: 3248.736328
	Iteration 169Q: 3 clusters Score -2471272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2471273.250000 Penalty: 3248.736328
	Iteration 170Q: 3 clusters Score -2471273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2471287.750000 Penalty: 3248.736328
	Iteration 171Q: 3 clusters Score -2471288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2471301.750000 Penalty: 3248.736328
	Iteration 172Q: 3 clusters Score -2471302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2471309.000000 Penalty: 3248.736328
	Iteration 173Q: 3 clusters Score -2471309 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2471316.750000 Penalty: 3248.736328
	Iteration 174Q: 3 clusters Score -2471317 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2471335.000000 Penalty: 3248.736328
	Iteration 175Q: 3 clusters Score -2471335 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2471353.750000 Penalty: 3248.736328
	Iteration 176Q: 3 clusters Score -2471354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2471363.500000 Penalty: 3248.736328
	Iteration 177Q: 3 clusters Score -2471364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2471390.250000 Penalty: 3248.736328
	Iteration 178Q: 3 clusters Score -2471390 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2471402.000000 Penalty: 3248.736328
	Iteration 179Q: 3 clusters Score -2471402 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2471426.250000 Penalty: 3248.736328
	Iteration 180F: 3 clusters Score -2471426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2471447.000000 Penalty: 3248.736328
	Iteration 181Q: 3 clusters Score -2471447 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2471474.750000 Penalty: 3248.736328
	Iteration 182Q: 3 clusters Score -2471475 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2471504.250000 Penalty: 3248.736328
	Iteration 183Q: 3 clusters Score -2471504 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2471530.000000 Penalty: 3248.736328
	Iteration 184Q: 3 clusters Score -2471530 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2471559.750000 Penalty: 3248.736328
	Iteration 185Q: 3 clusters Score -2471560 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2471594.750000 Penalty: 3248.736328
	Iteration 186Q: 3 clusters Score -2471595 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2471622.250000 Penalty: 3248.736328
	Iteration 187Q: 3 clusters Score -2471622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2471648.250000 Penalty: 3248.736328
	Iteration 188Q: 3 clusters Score -2471648 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2471673.250000 Penalty: 3248.736328
	Iteration 189Q: 3 clusters Score -2471673 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2471705.250000 Penalty: 3248.736328
	Iteration 190Q: 3 clusters Score -2471705 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2471746.000000 Penalty: 3248.736328
	Iteration 191Q: 3 clusters Score -2471746 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2471779.500000 Penalty: 3248.736328
	Iteration 192Q: 3 clusters Score -2471780 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2471813.750000 Penalty: 3248.736328
	Iteration 193Q: 3 clusters Score -2471814 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2471853.500000 Penalty: 3248.736328
	Iteration 194Q: 3 clusters Score -2471854 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2471868.750000 Penalty: 3248.736328
	Iteration 195Q: 3 clusters Score -2471869 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2471903.000000 Penalty: 3248.736328
	Iteration 196Q: 3 clusters Score -2471903 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2471941.250000 Penalty: 3248.736328
	Iteration 197Q: 3 clusters Score -2471941 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2471970.750000 Penalty: 3248.736328
	Iteration 198Q: 3 clusters Score -2471971 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2472005.750000 Penalty: 3248.736328
	Iteration 199Q: 3 clusters Score -2472006 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2472040.750000 Penalty: 3248.736328
	Iteration 200F: 3 clusters Score -2472041 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2472071.000000 Penalty: 3248.736328
	Iteration 201Q: 3 clusters Score -2472071 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2472117.250000 Penalty: 3248.736328
	Iteration 202Q: 3 clusters Score -2472117 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2472152.500000 Penalty: 3248.736328
	Iteration 203Q: 3 clusters Score -2472152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2472195.500000 Penalty: 3248.736328
	Iteration 204Q: 3 clusters Score -2472196 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2472244.000000 Penalty: 3248.736328
	Iteration 205Q: 3 clusters Score -2472244 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2472292.750000 Penalty: 3248.736328
	Iteration 206Q: 3 clusters Score -2472293 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2472350.500000 Penalty: 3248.736328
	Iteration 207Q: 3 clusters Score -2472350 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2472404.250000 Penalty: 3248.736328
	Iteration 208Q: 3 clusters Score -2472404 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2472458.000000 Penalty: 3248.736328
	Iteration 209Q: 3 clusters Score -2472458 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2472495.000000 Penalty: 3248.736328
	Iteration 210Q: 3 clusters Score -2472495 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2472558.000000 Penalty: 3248.736328
	Iteration 211Q: 3 clusters Score -2472558 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2472626.250000 Penalty: 3248.736328
	Iteration 212Q: 3 clusters Score -2472626 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2472706.500000 Penalty: 3248.736328
	Iteration 213Q: 3 clusters Score -2472706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2472786.250000 Penalty: 3248.736328
	Iteration 214Q: 3 clusters Score -2472786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2472826.750000 Penalty: 3248.736328
	Iteration 215Q: 3 clusters Score -2472827 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2472862.250000 Penalty: 3248.736328
	Iteration 216Q: 3 clusters Score -2472862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2472915.500000 Penalty: 3248.736328
	Iteration 217Q: 3 clusters Score -2472916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2472967.750000 Penalty: 3248.736328
	Iteration 218Q: 3 clusters Score -2472968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2473026.250000 Penalty: 3248.736328
	Iteration 219Q: 3 clusters Score -2473026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2473064.250000 Penalty: 3248.736328
	Iteration 220F: 3 clusters Score -2473064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2473088.750000 Penalty: 3248.736328
	Iteration 221Q: 3 clusters Score -2473089 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2473111.750000 Penalty: 3248.736328
	Iteration 222Q: 3 clusters Score -2473112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2473137.250000 Penalty: 3248.736328
	Iteration 223Q: 3 clusters Score -2473137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2473153.750000 Penalty: 3248.736328
	Iteration 224Q: 3 clusters Score -2473154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2473171.500000 Penalty: 3248.736328
	Iteration 225Q: 3 clusters Score -2473172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2473181.750000 Penalty: 3248.736328
	Iteration 226Q: 3 clusters Score -2473182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2473186.500000 Penalty: 3248.736328
	Iteration 227Q: 3 clusters Score -2473186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2473192.250000 Penalty: 3248.736328
	Iteration 228Q: 3 clusters Score -2473192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2473198.500000 Penalty: 3248.736328
	Iteration 229Q: 3 clusters Score -2473198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2473208.250000 Penalty: 3248.736328
	Iteration 230Q: 3 clusters Score -2473208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2473206.000000 Penalty: 3248.736328
	Iteration 231Q: 3 clusters Score -2473206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2473209.250000 Penalty: 3248.736328
	Iteration 232Q: 3 clusters Score -2473209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2473207.250000 Penalty: 3248.736328
	Iteration 233Q: 3 clusters Score -2473207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2473214.250000 Penalty: 3248.736328
	Iteration 234Q: 3 clusters Score -2473214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2473215.000000 Penalty: 3248.736328
	Iteration 235Q: 3 clusters Score -2473215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2473220.000000 Penalty: 3248.736328
	Iteration 236Q: 3 clusters Score -2473220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2473217.250000 Penalty: 3248.736328
	Iteration 237Q: 3 clusters Score -2473217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2473223.000000 Penalty: 3248.736328
	Iteration 238Q: 3 clusters Score -2473223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2473223.750000 Penalty: 3248.736328
	Iteration 239Q: 3 clusters Score -2473224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2473219.500000 Penalty: 3248.736328
	Iteration 240F: 3 clusters Score -2473220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2473222.250000 Penalty: 3248.736328
	Iteration 241Q: 3 clusters Score -2473222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2473225.250000 Penalty: 3248.736328
	Iteration 242Q: 3 clusters Score -2473225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2473223.750000 Penalty: 3248.736328
	Iteration 243Q: 3 clusters Score -2473224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2473229.500000 Penalty: 3248.736328
	Iteration 244Q: 3 clusters Score -2473230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2473232.250000 Penalty: 3248.736328
	Iteration 245Q: 3 clusters Score -2473232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2473234.750000 Penalty: 3248.736328
	Iteration 246Q: 3 clusters Score -2473235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2473232.750000 Penalty: 3248.736328
	Iteration 247Q: 3 clusters Score -2473233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2473233.500000 Penalty: 3248.736328
	Iteration 248Q: 3 clusters Score -2473234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2473236.000000 Penalty: 3248.736328
	Iteration 249Q: 3 clusters Score -2473236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2473235.250000 Penalty: 3248.736328
	Iteration 250Q: 3 clusters Score -2473235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2473233.250000 Penalty: 3248.736328
	Iteration 251Q: 3 clusters Score -2473233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2473238.000000 Penalty: 3248.736328
	Iteration 252Q: 3 clusters Score -2473238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2473238.000000 Penalty: 3248.736328
	Iteration 253F: 3 clusters Score -2473238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -473489.250000 Penalty: 1374.092773
	Iteration 0F: 2 clusters Score -473489.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -469706.093750 Penalty: 2748.185547
	Iteration 0F: 3 clusters Score -469706.1 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -470809.250000 Penalty: 2748.185547
	Iteration 1F: 3 clusters Score -470809.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -471066.906250 Penalty: 2748.185547
	Iteration 2F: 3 clusters Score -471066.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -471258.937500 Penalty: 2748.185547
	Iteration 3F: 3 clusters Score -471258.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -471431.687500 Penalty: 2748.185547
	Iteration 4F: 3 clusters Score -471431.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -471573.468750 Penalty: 2748.185547
	Iteration 5Q: 3 clusters Score -471573.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -471689.531250 Penalty: 2748.185547
	Iteration 6Q: 3 clusters Score -471689.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -471769.531250 Penalty: 2748.185547
	Iteration 7Q: 3 clusters Score -471769.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -471834.312500 Penalty: 2748.185547
	Iteration 8Q: 3 clusters Score -471834.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -471899.781250 Penalty: 2748.185547
	Iteration 9Q: 3 clusters Score -471899.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -471971.875000 Penalty: 2748.185547
	Iteration 10Q: 3 clusters Score -471971.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -472025.718750 Penalty: 2748.185547
	Iteration 11Q: 3 clusters Score -472025.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -472074.000000 Penalty: 2748.185547
	Iteration 12Q: 3 clusters Score -472074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -472107.312500 Penalty: 2748.185547
	Iteration 13Q: 3 clusters Score -472107.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -472138.718750 Penalty: 2748.185547
	Iteration 14Q: 3 clusters Score -472138.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -472164.000000 Penalty: 2748.185547
	Iteration 15Q: 3 clusters Score -472164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -472189.218750 Penalty: 2748.185547
	Iteration 16Q: 3 clusters Score -472189.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -472221.625000 Penalty: 2748.185547
	Iteration 17Q: 3 clusters Score -472221.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -472262.687500 Penalty: 2748.185547
	Iteration 18Q: 3 clusters Score -472262.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -472283.968750 Penalty: 2748.185547
	Iteration 19Q: 3 clusters Score -472284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -472304.625000 Penalty: 2748.185547
	Iteration 20F: 3 clusters Score -472304.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -472321.218750 Penalty: 2748.185547
	Iteration 21Q: 3 clusters Score -472321.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -472336.750000 Penalty: 2748.185547
	Iteration 22Q: 3 clusters Score -472336.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -472352.687500 Penalty: 2748.185547
	Iteration 23Q: 3 clusters Score -472352.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -472364.812500 Penalty: 2748.185547
	Iteration 24Q: 3 clusters Score -472364.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -472379.937500 Penalty: 2748.185547
	Iteration 25Q: 3 clusters Score -472379.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -472393.468750 Penalty: 2748.185547
	Iteration 26Q: 3 clusters Score -472393.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -472405.437500 Penalty: 2748.185547
	Iteration 27Q: 3 clusters Score -472405.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -472415.093750 Penalty: 2748.185547
	Iteration 28Q: 3 clusters Score -472415.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -472429.062500 Penalty: 2748.185547
	Iteration 29Q: 3 clusters Score -472429.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -472432.875000 Penalty: 2748.185547
	Iteration 30Q: 3 clusters Score -472432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -472433.750000 Penalty: 2748.185547
	Iteration 31Q: 3 clusters Score -472433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -472437.625000 Penalty: 2748.185547
	Iteration 32Q: 3 clusters Score -472437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -472437.906250 Penalty: 2748.185547
	Iteration 33Q: 3 clusters Score -472437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -472438.656250 Penalty: 2748.185547
	Iteration 34Q: 3 clusters Score -472438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -472438.656250 Penalty: 2748.185547
	Iteration 35F: 3 clusters Score -472438.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -139261.921875 Penalty: 1174.140747
	Iteration 0F: 2 clusters Score -139261.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137641.843750 Penalty: 2348.281494
	Iteration 0F: 3 clusters Score -137641.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137999.125000 Penalty: 2348.281494
	Iteration 1F: 3 clusters Score -137999.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -138078.734375 Penalty: 2348.281494
	Iteration 2F: 3 clusters Score -138078.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138134.375000 Penalty: 2348.281494
	Iteration 3Q: 3 clusters Score -138134.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -138158.640625 Penalty: 2348.281494
	Iteration 4Q: 3 clusters Score -138158.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138175.437500 Penalty: 2348.281494
	Iteration 5Q: 3 clusters Score -138175.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138188.765625 Penalty: 2348.281494
	Iteration 6Q: 3 clusters Score -138188.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -138194.421875 Penalty: 2348.281494
	Iteration 7Q: 3 clusters Score -138194.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -138198.234375 Penalty: 2348.281494
	Iteration 8Q: 3 clusters Score -138198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138200.671875 Penalty: 2348.281494
	Iteration 9Q: 3 clusters Score -138200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138202.109375 Penalty: 2348.281494
	Iteration 10Q: 3 clusters Score -138202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -138206.218750 Penalty: 2348.281494
	Iteration 11Q: 3 clusters Score -138206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -138209.265625 Penalty: 2348.281494
	Iteration 12Q: 3 clusters Score -138209.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138212.937500 Penalty: 2348.281494
	Iteration 13Q: 3 clusters Score -138212.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138217.234375 Penalty: 2348.281494
	Iteration 14Q: 3 clusters Score -138217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -138219.468750 Penalty: 2348.281494
	Iteration 15Q: 3 clusters Score -138219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -138223.437500 Penalty: 2348.281494
	Iteration 16Q: 3 clusters Score -138223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -138226.156250 Penalty: 2348.281494
	Iteration 17Q: 3 clusters Score -138226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138228.937500 Penalty: 2348.281494
	Iteration 18Q: 3 clusters Score -138228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138233.921875 Penalty: 2348.281494
	Iteration 19Q: 3 clusters Score -138233.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -138240.031250 Penalty: 2348.281494
	Iteration 20F: 3 clusters Score -138240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -138251.375000 Penalty: 2348.281494
	Iteration 21Q: 3 clusters Score -138251.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -138264.453125 Penalty: 2348.281494
	Iteration 22Q: 3 clusters Score -138264.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -138276.250000 Penalty: 2348.281494
	Iteration 23Q: 3 clusters Score -138276.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -138285.468750 Penalty: 2348.281494
	Iteration 24Q: 3 clusters Score -138285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -138291.781250 Penalty: 2348.281494
	Iteration 25Q: 3 clusters Score -138291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -138295.250000 Penalty: 2348.281494
	Iteration 26Q: 3 clusters Score -138295.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -138299.187500 Penalty: 2348.281494
	Iteration 27Q: 3 clusters Score -138299.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -138302.656250 Penalty: 2348.281494
	Iteration 28Q: 3 clusters Score -138302.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -138318.656250 Penalty: 2348.281494
	Iteration 29Q: 3 clusters Score -138318.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -138335.890625 Penalty: 2348.281494
	Iteration 30Q: 3 clusters Score -138335.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -138354.609375 Penalty: 2348.281494
	Iteration 31Q: 3 clusters Score -138354.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -138382.562500 Penalty: 2348.281494
	Iteration 32Q: 3 clusters Score -138382.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -138447.796875 Penalty: 2348.281494
	Iteration 33Q: 3 clusters Score -138447.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -138515.140625 Penalty: 2348.281494
	Iteration 34Q: 3 clusters Score -138515.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -138657.750000 Penalty: 2348.281494
	Iteration 35Q: 3 clusters Score -138657.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -138763.343750 Penalty: 2348.281494
	Iteration 36Q: 3 clusters Score -138763.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -138827.125000 Penalty: 2348.281494
	Iteration 37Q: 3 clusters Score -138827.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -138874.578125 Penalty: 2348.281494
	Iteration 38Q: 3 clusters Score -138874.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -138900.828125 Penalty: 2348.281494
	Iteration 39Q: 3 clusters Score -138900.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -138922.859375 Penalty: 2348.281494
	Iteration 40F: 3 clusters Score -138922.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -138939.140625 Penalty: 2348.281494
	Iteration 41Q: 3 clusters Score -138939.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -138948.625000 Penalty: 2348.281494
	Iteration 42Q: 3 clusters Score -138948.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -138954.890625 Penalty: 2348.281494
	Iteration 43Q: 3 clusters Score -138954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -138960.687500 Penalty: 2348.281494
	Iteration 44Q: 3 clusters Score -138960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -138967.234375 Penalty: 2348.281494
	Iteration 45Q: 3 clusters Score -138967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -138969.875000 Penalty: 2348.281494
	Iteration 46Q: 3 clusters Score -138969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -138970.781250 Penalty: 2348.281494
	Iteration 47Q: 3 clusters Score -138970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -138970.781250 Penalty: 2348.281494
	Iteration 48F: 3 clusters Score -138970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (86924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Entering Unmasked Estep 
Score: -9558934.000000 Penalty: 1848.078247
	Iteration 0F: 2 clusters Score -9558934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -9501142.000000 Penalty: 3696.156494
	Iteration 0F: 3 clusters Score -9501142 nChanged 41311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -9524785.000000 Penalty: 3696.156494
	Iteration 1F: 3 clusters Score -9524785 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -9525527.000000 Penalty: 3696.156494
	Iteration 2Q: 3 clusters Score -9525527 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -9526524.000000 Penalty: 3696.156494
	Iteration 3Q: 3 clusters Score -9526524 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -9528161.000000 Penalty: 3696.156494
	Iteration 4Q: 3 clusters Score -9528161 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -9531086.000000 Penalty: 3696.156494
	Iteration 5F: 3 clusters Score -9531086 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -9535938.000000 Penalty: 3696.156494
	Iteration 6F: 3 clusters Score -9535938 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -9542627.000000 Penalty: 3696.156494
	Iteration 7F: 3 clusters Score -9542627 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -9549381.000000 Penalty: 3696.156494
	Iteration 8F: 3 clusters Score -9549381 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -9553976.000000 Penalty: 3696.156494
	Iteration 9F: 3 clusters Score -9553976 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9556213.000000 Penalty: 3696.156494
	Iteration 10Q: 3 clusters Score -9556213 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9556985.000000 Penalty: 3696.156494
	Iteration 11Q: 3 clusters Score -9556985 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9557227.000000 Penalty: 3696.156494
	Iteration 12Q: 3 clusters Score -9557227 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9557277.000000 Penalty: 3696.156494
	Iteration 13Q: 3 clusters Score -9557277 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9557317.000000 Penalty: 3696.156494
	Iteration 14Q: 3 clusters Score -9557317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9557342.000000 Penalty: 3696.156494
	Iteration 15Q: 3 clusters Score -9557342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9557354.000000 Penalty: 3696.156494
	Iteration 16Q: 3 clusters Score -9557354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9557341.000000 Penalty: 3696.156494
	Iteration 17Q: 3 clusters Score -9557341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9557357.000000 Penalty: 3696.156494
	Iteration 18Q: 3 clusters Score -9557357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9557361.000000 Penalty: 3696.156494
	Iteration 19Q: 3 clusters Score -9557361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9557367.000000 Penalty: 3696.156494
	Iteration 20F: 3 clusters Score -9557367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9557373.000000 Penalty: 3696.156494
	Iteration 21Q: 3 clusters Score -9557373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9557376.000000 Penalty: 3696.156494
	Iteration 22Q: 3 clusters Score -9557376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9557382.000000 Penalty: 3696.156494
	Iteration 23Q: 3 clusters Score -9557382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9557396.000000 Penalty: 3696.156494
	Iteration 24Q: 3 clusters Score -9557396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9557402.000000 Penalty: 3696.156494
	Iteration 25Q: 3 clusters Score -9557402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9557402.000000 Penalty: 3696.156494
	Iteration 26F: 3 clusters Score -9557402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Entering Unmasked Estep 
Score: -1006831.562500 Penalty: 1487.848267
	Iteration 0F: 2 clusters Score -1006832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1000094.875000 Penalty: 2975.696533
	Iteration 0F: 3 clusters Score -1000095 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1002691.187500 Penalty: 2975.696533
	Iteration 1F: 3 clusters Score -1002691 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1003435.750000 Penalty: 2975.696533
	Iteration 2F: 3 clusters Score -1003436 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1004218.687500 Penalty: 2975.696533
	Iteration 3F: 3 clusters Score -1004219 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1004906.625000 Penalty: 2975.696533
	Iteration 4F: 3 clusters Score -1004907 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1005360.812500 Penalty: 2975.696533
	Iteration 5F: 3 clusters Score -1005361 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1005632.062500 Penalty: 2975.696533
	Iteration 6Q: 3 clusters Score -1005632 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1005773.875000 Penalty: 2975.696533
	Iteration 7Q: 3 clusters Score -1005774 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1005853.625000 Penalty: 2975.696533
	Iteration 8Q: 3 clusters Score -1005854 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1005909.250000 Penalty: 2975.696533
	Iteration 9Q: 3 clusters Score -1005909 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1005941.625000 Penalty: 2975.696533
	Iteration 10Q: 3 clusters Score -1005942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1005959.687500 Penalty: 2975.696533
	Iteration 11Q: 3 clusters Score -1005960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1005966.562500 Penalty: 2975.696533
	Iteration 12Q: 3 clusters Score -1005967 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1005980.062500 Penalty: 2975.696533
	Iteration 13Q: 3 clusters Score -1005980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1005988.062500 Penalty: 2975.696533
	Iteration 14Q: 3 clusters Score -1005988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1005994.437500 Penalty: 2975.696533
	Iteration 15Q: 3 clusters Score -1005994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1005999.687500 Penalty: 2975.696533
	Iteration 16Q: 3 clusters Score -1006000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1006002.812500 Penalty: 2975.696533
	Iteration 17Q: 3 clusters Score -1006003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1006003.000000 Penalty: 2975.696533
	Iteration 18Q: 3 clusters Score -1006003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1006003.000000 Penalty: 2975.696533
	Iteration 19Q: 3 clusters Score -1006003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1006005.375000 Penalty: 2975.696533
	Iteration 20F: 3 clusters Score -1006005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1006007.625000 Penalty: 2975.696533
	Iteration 21Q: 3 clusters Score -1006008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1006007.812500 Penalty: 2975.696533
	Iteration 22Q: 3 clusters Score -1006008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1006005.687500 Penalty: 2975.696533
	Iteration 23Q: 3 clusters Score -1006006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1006008.437500 Penalty: 2975.696533
	Iteration 24Q: 3 clusters Score -1006008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1006008.937500 Penalty: 2975.696533
	Iteration 25Q: 3 clusters Score -1006009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1006008.937500 Penalty: 2975.696533
	Iteration 26F: 3 clusters Score -1006009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Entering Unmasked Estep 
Score: -1979846.625000 Penalty: 1596.014282
	Iteration 0F: 2 clusters Score -1979847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1967181.750000 Penalty: 3192.028564
	Iteration 0F: 3 clusters Score -1967182 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1971762.750000 Penalty: 3192.028564
	Iteration 1F: 3 clusters Score -1971763 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1972116.875000 Penalty: 3192.028564
	Iteration 2Q: 3 clusters Score -1972117 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1972487.000000 Penalty: 3192.028564
	Iteration 3Q: 3 clusters Score -1972487 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1972952.125000 Penalty: 3192.028564
	Iteration 4Q: 3 clusters Score -1972952 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1973476.750000 Penalty: 3192.028564
	Iteration 5F: 3 clusters Score -1973477 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1974037.000000 Penalty: 3192.028564
	Iteration 6F: 3 clusters Score -1974037 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1974637.625000 Penalty: 3192.028564
	Iteration 7F: 3 clusters Score -1974638 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1975229.625000 Penalty: 3192.028564
	Iteration 8F: 3 clusters Score -1975230 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1975918.000000 Penalty: 3192.028564
	Iteration 9F: 3 clusters Score -1975918 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1976591.500000 Penalty: 3192.028564
	Iteration 10F: 3 clusters Score -1976592 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1977227.750000 Penalty: 3192.028564
	Iteration 11Q: 3 clusters Score -1977228 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1977818.000000 Penalty: 3192.028564
	Iteration 12Q: 3 clusters Score -1977818 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1978287.500000 Penalty: 3192.028564
	Iteration 13Q: 3 clusters Score -1978288 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1978493.250000 Penalty: 3192.028564
	Iteration 14Q: 3 clusters Score -1978493 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1978619.875000 Penalty: 3192.028564
	Iteration 15Q: 3 clusters Score -1978620 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1978719.125000 Penalty: 3192.028564
	Iteration 16Q: 3 clusters Score -1978719 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1978785.625000 Penalty: 3192.028564
	Iteration 17Q: 3 clusters Score -1978786 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1978835.250000 Penalty: 3192.028564
	Iteration 18Q: 3 clusters Score -1978835 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1978867.750000 Penalty: 3192.028564
	Iteration 19Q: 3 clusters Score -1978868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1978891.250000 Penalty: 3192.028564
	Iteration 20F: 3 clusters Score -1978891 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1978914.000000 Penalty: 3192.028564
	Iteration 21Q: 3 clusters Score -1978914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1978931.125000 Penalty: 3192.028564
	Iteration 22Q: 3 clusters Score -1978931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1978958.875000 Penalty: 3192.028564
	Iteration 23Q: 3 clusters Score -1978959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1978965.500000 Penalty: 3192.028564
	Iteration 24Q: 3 clusters Score -1978966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1978974.875000 Penalty: 3192.028564
	Iteration 25Q: 3 clusters Score -1978975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1978987.625000 Penalty: 3192.028564
	Iteration 26Q: 3 clusters Score -1978988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1978992.625000 Penalty: 3192.028564
	Iteration 27Q: 3 clusters Score -1978993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1979004.750000 Penalty: 3192.028564
	Iteration 28Q: 3 clusters Score -1979005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1979012.000000 Penalty: 3192.028564
	Iteration 29Q: 3 clusters Score -1979012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1979018.375000 Penalty: 3192.028564
	Iteration 30Q: 3 clusters Score -1979018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1979019.000000 Penalty: 3192.028564
	Iteration 31Q: 3 clusters Score -1979019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1979018.750000 Penalty: 3192.028564
	Iteration 32Q: 3 clusters Score -1979019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1979021.000000 Penalty: 3192.028564
	Iteration 33Q: 3 clusters Score -1979021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1979023.375000 Penalty: 3192.028564
	Iteration 34Q: 3 clusters Score -1979023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1979022.000000 Penalty: 3192.028564
	Iteration 35Q: 3 clusters Score -1979022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1979022.750000 Penalty: 3192.028564
	Iteration 36Q: 3 clusters Score -1979023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1979024.250000 Penalty: 3192.028564
	Iteration 37Q: 3 clusters Score -1979024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1979025.125000 Penalty: 3192.028564
	Iteration 38Q: 3 clusters Score -1979025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1979028.625000 Penalty: 3192.028564
	Iteration 39Q: 3 clusters Score -1979029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1979026.875000 Penalty: 3192.028564
	Iteration 40F: 3 clusters Score -1979027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1979027.250000 Penalty: 3192.028564
	Iteration 41Q: 3 clusters Score -1979027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1979026.000000 Penalty: 3192.028564
	Iteration 42Q: 3 clusters Score -1979026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1979029.625000 Penalty: 3192.028564
	Iteration 43Q: 3 clusters Score -1979030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1979030.000000 Penalty: 3192.028564
	Iteration 44Q: 3 clusters Score -1979030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1979031.375000 Penalty: 3192.028564
	Iteration 45Q: 3 clusters Score -1979031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1979034.000000 Penalty: 3192.028564
	Iteration 46Q: 3 clusters Score -1979034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1979033.375000 Penalty: 3192.028564
	Iteration 47Q: 3 clusters Score -1979033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1979032.250000 Penalty: 3192.028564
	Iteration 48Q: 3 clusters Score -1979032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1979035.250000 Penalty: 3192.028564
	Iteration 49Q: 3 clusters Score -1979035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1979034.250000 Penalty: 3192.028564
	Iteration 50Q: 3 clusters Score -1979034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1979038.875000 Penalty: 3192.028564
	Iteration 51Q: 3 clusters Score -1979039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1979037.375000 Penalty: 3192.028564
	Iteration 52Q: 3 clusters Score -1979037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1979043.250000 Penalty: 3192.028564
	Iteration 53Q: 3 clusters Score -1979043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1979040.375000 Penalty: 3192.028564
	Iteration 54Q: 3 clusters Score -1979040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1979042.000000 Penalty: 3192.028564
	Iteration 55Q: 3 clusters Score -1979042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1979040.375000 Penalty: 3192.028564
	Iteration 56Q: 3 clusters Score -1979040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1979046.125000 Penalty: 3192.028564
	Iteration 57Q: 3 clusters Score -1979046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1979050.250000 Penalty: 3192.028564
	Iteration 58Q: 3 clusters Score -1979050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1979050.500000 Penalty: 3192.028564
	Iteration 59Q: 3 clusters Score -1979050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1979052.500000 Penalty: 3192.028564
	Iteration 60F: 3 clusters Score -1979052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1979056.500000 Penalty: 3192.028564
	Iteration 61Q: 3 clusters Score -1979056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1979056.250000 Penalty: 3192.028564
	Iteration 62Q: 3 clusters Score -1979056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1979054.625000 Penalty: 3192.028564
	Iteration 63Q: 3 clusters Score -1979055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1979057.500000 Penalty: 3192.028564
	Iteration 64Q: 3 clusters Score -1979058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1979055.375000 Penalty: 3192.028564
	Iteration 65Q: 3 clusters Score -1979055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1979055.875000 Penalty: 3192.028564
	Iteration 66Q: 3 clusters Score -1979056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1979055.875000 Penalty: 3192.028564
	Iteration 67F: 3 clusters Score -1979056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -41883.585938 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -41883.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40953.140625 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -40953.14 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41404.023438 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -41404.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41510.210938 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -41510.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41576.851562 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -41576.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41636.578125 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -41636.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41674.832031 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -41674.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41699.074219 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -41699.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41730.320312 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -41730.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41772.070312 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -41772.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -41806.328125 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -41806.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41832.144531 Penalty: 1949.654419
	Iteration 10Q: 3 clusters Score -41832.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41834.683594 Penalty: 1949.654419
	Iteration 11Q: 3 clusters Score -41834.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41837.226562 Penalty: 1949.654419
	Iteration 12Q: 3 clusters Score -41837.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41837.226562 Penalty: 1949.654419
	Iteration 13F: 3 clusters Score -41837.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Entering Unmasked Estep 
Score: -1045571.437500 Penalty: 1491.931519
	Iteration 0F: 2 clusters Score -1045571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1038578.500000 Penalty: 2983.863037
	Iteration 0F: 3 clusters Score -1038578 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1041063.312500 Penalty: 2983.863037
	Iteration 1F: 3 clusters Score -1041063 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1041993.937500 Penalty: 2983.863037
	Iteration 2F: 3 clusters Score -1041994 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1043199.312500 Penalty: 2983.863037
	Iteration 3F: 3 clusters Score -1043199 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1044100.312500 Penalty: 2983.863037
	Iteration 4F: 3 clusters Score -1044100 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1044488.000000 Penalty: 2983.863037
	Iteration 5F: 3 clusters Score -1044488 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1044676.250000 Penalty: 2983.863037
	Iteration 6Q: 3 clusters Score -1044676 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1044794.312500 Penalty: 2983.863037
	Iteration 7Q: 3 clusters Score -1044794 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1044870.500000 Penalty: 2983.863037
	Iteration 8Q: 3 clusters Score -1044870 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1044933.062500 Penalty: 2983.863037
	Iteration 9Q: 3 clusters Score -1044933 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1044999.750000 Penalty: 2983.863037
	Iteration 10Q: 3 clusters Score -1045000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1045063.312500 Penalty: 2983.863037
	Iteration 11Q: 3 clusters Score -1045063 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1045131.375000 Penalty: 2983.863037
	Iteration 12Q: 3 clusters Score -1045131 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1045192.187500 Penalty: 2983.863037
	Iteration 13Q: 3 clusters Score -1045192 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1045250.375000 Penalty: 2983.863037
	Iteration 14Q: 3 clusters Score -1045250 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1045316.875000 Penalty: 2983.863037
	Iteration 15Q: 3 clusters Score -1045317 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1045403.812500 Penalty: 2983.863037
	Iteration 16Q: 3 clusters Score -1045404 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1045486.125000 Penalty: 2983.863037
	Iteration 17Q: 3 clusters Score -1045486 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1045562.750000 Penalty: 2983.863037
	Iteration 18Q: 3 clusters Score -1045563 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1045620.187500 Penalty: 2983.863037
	Iteration 19Q: 3 clusters Score -1045620 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1045691.312500 Penalty: 2983.863037
	Iteration 20F: 3 clusters Score -1045691 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1045779.937500 Penalty: 2983.863037
	Iteration 21Q: 3 clusters Score -1045780 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1045884.750000 Penalty: 2983.863037
	Iteration 22Q: 3 clusters Score -1045885 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1046032.312500 Penalty: 2983.863037
	Iteration 23Q: 3 clusters Score -1046032 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1046205.500000 Penalty: 2983.863037
	Iteration 24Q: 3 clusters Score -1046206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1046323.250000 Penalty: 2983.863037
	Iteration 25Q: 3 clusters Score -1046323 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1046378.812500 Penalty: 2983.863037
	Iteration 26Q: 3 clusters Score -1046379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1046411.437500 Penalty: 2983.863037
	Iteration 27Q: 3 clusters Score -1046411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1046432.812500 Penalty: 2983.863037
	Iteration 28Q: 3 clusters Score -1046433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1046443.937500 Penalty: 2983.863037
	Iteration 29Q: 3 clusters Score -1046444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1046448.750000 Penalty: 2983.863037
	Iteration 30Q: 3 clusters Score -1046449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1046449.437500 Penalty: 2983.863037
	Iteration 31Q: 3 clusters Score -1046449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1046453.937500 Penalty: 2983.863037
	Iteration 32Q: 3 clusters Score -1046454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1046455.625000 Penalty: 2983.863037
	Iteration 33Q: 3 clusters Score -1046456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1046454.937500 Penalty: 2983.863037
	Iteration 34Q: 3 clusters Score -1046455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1046455.125000 Penalty: 2983.863037
	Iteration 35Q: 3 clusters Score -1046455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1046456.000000 Penalty: 2983.863037
	Iteration 36Q: 3 clusters Score -1046456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1046456.750000 Penalty: 2983.863037
	Iteration 37Q: 3 clusters Score -1046457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1046458.125000 Penalty: 2983.863037
	Iteration 38Q: 3 clusters Score -1046458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1046458.062500 Penalty: 2983.863037
	Iteration 39Q: 3 clusters Score -1046458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1046459.000000 Penalty: 2983.863037
	Iteration 40F: 3 clusters Score -1046459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1046459.500000 Penalty: 2983.863037
	Iteration 41Q: 3 clusters Score -1046460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1046457.375000 Penalty: 2983.863037
	Iteration 42Q: 3 clusters Score -1046457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1046459.937500 Penalty: 2983.863037
	Iteration 43Q: 3 clusters Score -1046460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1046458.437500 Penalty: 2983.863037
	Iteration 44Q: 3 clusters Score -1046458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1046458.437500 Penalty: 2983.863037
	Iteration 45F: 3 clusters Score -1046458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 12891 members 
Mstep: Class 3 contains 21941 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 86924 members 
Mstep: Class 7 contains 9471 members 
Mstep: Class 8 contains 18428 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 1539 members 
Mstep: Class 11 contains 13356 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 16818 members 
Mstep: Class 15 contains 8173 members 
Mstep: Class 16 contains 99407 members 
Mstep: Class 18 contains 64933 members 
Mstep: Class 19 contains 14346 members 
Entering Unmasked Estep 
Score: -41695288.000000 Penalty: 37625.707031
Splitting cluster 10 changes total score from -41694988.000000 to -41695288.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 11 (13356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Entering Unmasked Estep 
Score: -1501528.000000 Penalty: 1543.704590
	Iteration 0F: 2 clusters Score -1501528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1492207.375000 Penalty: 3087.409180
	Iteration 0F: 3 clusters Score -1492207 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1495347.750000 Penalty: 3087.409180
	Iteration 1F: 3 clusters Score -1495348 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1495623.000000 Penalty: 3087.409180
	Iteration 2F: 3 clusters Score -1495623 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1495916.500000 Penalty: 3087.409180
	Iteration 3Q: 3 clusters Score -1495916 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1496255.375000 Penalty: 3087.409180
	Iteration 4Q: 3 clusters Score -1496255 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1496598.000000 Penalty: 3087.409180
	Iteration 5Q: 3 clusters Score -1496598 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1496948.125000 Penalty: 3087.409180
	Iteration 6Q: 3 clusters Score -1496948 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1497310.250000 Penalty: 3087.409180
	Iteration 7Q: 3 clusters Score -1497310 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1497639.125000 Penalty: 3087.409180
	Iteration 8Q: 3 clusters Score -1497639 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1497941.625000 Penalty: 3087.409180
	Iteration 9Q: 3 clusters Score -1497942 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1498229.000000 Penalty: 3087.409180
	Iteration 10Q: 3 clusters Score -1498229 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1498507.375000 Penalty: 3087.409180
	Iteration 11Q: 3 clusters Score -1498507 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1498733.625000 Penalty: 3087.409180
	Iteration 12Q: 3 clusters Score -1498734 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1498899.375000 Penalty: 3087.409180
	Iteration 13Q: 3 clusters Score -1498899 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1499015.250000 Penalty: 3087.409180
	Iteration 14Q: 3 clusters Score -1499015 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1499148.375000 Penalty: 3087.409180
	Iteration 15Q: 3 clusters Score -1499148 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1499282.000000 Penalty: 3087.409180
	Iteration 16Q: 3 clusters Score -1499282 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1499417.500000 Penalty: 3087.409180
	Iteration 17Q: 3 clusters Score -1499418 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1499555.625000 Penalty: 3087.409180
	Iteration 18Q: 3 clusters Score -1499556 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1499684.750000 Penalty: 3087.409180
	Iteration 19Q: 3 clusters Score -1499685 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1499804.250000 Penalty: 3087.409180
	Iteration 20F: 3 clusters Score -1499804 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1499913.875000 Penalty: 3087.409180
	Iteration 21Q: 3 clusters Score -1499914 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1499997.625000 Penalty: 3087.409180
	Iteration 22Q: 3 clusters Score -1499998 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1500062.625000 Penalty: 3087.409180
	Iteration 23Q: 3 clusters Score -1500063 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1500137.375000 Penalty: 3087.409180
	Iteration 24Q: 3 clusters Score -1500137 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1500186.375000 Penalty: 3087.409180
	Iteration 25Q: 3 clusters Score -1500186 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1500227.375000 Penalty: 3087.409180
	Iteration 26Q: 3 clusters Score -1500227 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1500273.875000 Penalty: 3087.409180
	Iteration 27Q: 3 clusters Score -1500274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1500316.250000 Penalty: 3087.409180
	Iteration 28Q: 3 clusters Score -1500316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1500347.125000 Penalty: 3087.409180
	Iteration 29Q: 3 clusters Score -1500347 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1500385.125000 Penalty: 3087.409180
	Iteration 30Q: 3 clusters Score -1500385 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1500414.125000 Penalty: 3087.409180
	Iteration 31Q: 3 clusters Score -1500414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1500433.750000 Penalty: 3087.409180
	Iteration 32Q: 3 clusters Score -1500434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1500448.625000 Penalty: 3087.409180
	Iteration 33Q: 3 clusters Score -1500449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1500467.375000 Penalty: 3087.409180
	Iteration 34Q: 3 clusters Score -1500467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1500487.000000 Penalty: 3087.409180
	Iteration 35Q: 3 clusters Score -1500487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1500496.875000 Penalty: 3087.409180
	Iteration 36Q: 3 clusters Score -1500497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1500518.125000 Penalty: 3087.409180
	Iteration 37Q: 3 clusters Score -1500518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1500534.125000 Penalty: 3087.409180
	Iteration 38Q: 3 clusters Score -1500534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1500545.375000 Penalty: 3087.409180
	Iteration 39Q: 3 clusters Score -1500545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1500560.750000 Penalty: 3087.409180
	Iteration 40F: 3 clusters Score -1500561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1500567.875000 Penalty: 3087.409180
	Iteration 41Q: 3 clusters Score -1500568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1500573.625000 Penalty: 3087.409180
	Iteration 42Q: 3 clusters Score -1500574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1500584.625000 Penalty: 3087.409180
	Iteration 43Q: 3 clusters Score -1500585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1500591.750000 Penalty: 3087.409180
	Iteration 44Q: 3 clusters Score -1500592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1500598.000000 Penalty: 3087.409180
	Iteration 45Q: 3 clusters Score -1500598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1500610.125000 Penalty: 3087.409180
	Iteration 46Q: 3 clusters Score -1500610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1500626.625000 Penalty: 3087.409180
	Iteration 47Q: 3 clusters Score -1500627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1500641.375000 Penalty: 3087.409180
	Iteration 48Q: 3 clusters Score -1500641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1500651.000000 Penalty: 3087.409180
	Iteration 49Q: 3 clusters Score -1500651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1500662.750000 Penalty: 3087.409180
	Iteration 50Q: 3 clusters Score -1500663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1500677.250000 Penalty: 3087.409180
	Iteration 51Q: 3 clusters Score -1500677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1500685.125000 Penalty: 3087.409180
	Iteration 52Q: 3 clusters Score -1500685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1500689.125000 Penalty: 3087.409180
	Iteration 53Q: 3 clusters Score -1500689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1500694.250000 Penalty: 3087.409180
	Iteration 54Q: 3 clusters Score -1500694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1500701.375000 Penalty: 3087.409180
	Iteration 55Q: 3 clusters Score -1500701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1500707.125000 Penalty: 3087.409180
	Iteration 56Q: 3 clusters Score -1500707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1500716.000000 Penalty: 3087.409180
	Iteration 57Q: 3 clusters Score -1500716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1500730.250000 Penalty: 3087.409180
	Iteration 58Q: 3 clusters Score -1500730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1500744.750000 Penalty: 3087.409180
	Iteration 59Q: 3 clusters Score -1500745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1500759.125000 Penalty: 3087.409180
	Iteration 60F: 3 clusters Score -1500759 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1500780.125000 Penalty: 3087.409180
	Iteration 61Q: 3 clusters Score -1500780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1500792.250000 Penalty: 3087.409180
	Iteration 62Q: 3 clusters Score -1500792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1500807.125000 Penalty: 3087.409180
	Iteration 63Q: 3 clusters Score -1500807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1500818.875000 Penalty: 3087.409180
	Iteration 64Q: 3 clusters Score -1500819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1500829.750000 Penalty: 3087.409180
	Iteration 65Q: 3 clusters Score -1500830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1500847.625000 Penalty: 3087.409180
	Iteration 66Q: 3 clusters Score -1500848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1500859.375000 Penalty: 3087.409180
	Iteration 67Q: 3 clusters Score -1500859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1500874.125000 Penalty: 3087.409180
	Iteration 68Q: 3 clusters Score -1500874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1500879.000000 Penalty: 3087.409180
	Iteration 69Q: 3 clusters Score -1500879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1500886.375000 Penalty: 3087.409180
	Iteration 70Q: 3 clusters Score -1500886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1500889.375000 Penalty: 3087.409180
	Iteration 71Q: 3 clusters Score -1500889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1500890.625000 Penalty: 3087.409180
	Iteration 72Q: 3 clusters Score -1500891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1500890.875000 Penalty: 3087.409180
	Iteration 73Q: 3 clusters Score -1500891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1500893.625000 Penalty: 3087.409180
	Iteration 74Q: 3 clusters Score -1500894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1500894.125000 Penalty: 3087.409180
	Iteration 75Q: 3 clusters Score -1500894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1500895.000000 Penalty: 3087.409180
	Iteration 76Q: 3 clusters Score -1500895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1500894.750000 Penalty: 3087.409180
	Iteration 77Q: 3 clusters Score -1500895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1500895.000000 Penalty: 3087.409180
	Iteration 78Q: 3 clusters Score -1500895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1500897.125000 Penalty: 3087.409180
	Iteration 79Q: 3 clusters Score -1500897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1500895.750000 Penalty: 3087.409180
	Iteration 80F: 3 clusters Score -1500896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -33892.378906 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -33892.38 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 188 members 
Entering Unmasked Estep 
Score: -32942.460938 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -32942.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33102.550781 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -33102.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33166.527344 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -33166.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33189.875000 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -33189.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33199.652344 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -33199.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33215.121094 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -33215.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33218.121094 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -33218.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33218.121094 Penalty: 1928.840576
	Iteration 7F: 3 clusters Score -33218.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Entering Unmasked Estep 
Score: -818078.750000 Penalty: 1446.781616
	Iteration 0F: 2 clusters Score -818078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -812579.375000 Penalty: 2893.563232
	Iteration 0F: 3 clusters Score -812579.4 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -814314.937500 Penalty: 2893.563232
	Iteration 1F: 3 clusters Score -814314.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -814580.250000 Penalty: 2893.563232
	Iteration 2F: 3 clusters Score -814580.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -814788.062500 Penalty: 2893.563232
	Iteration 3F: 3 clusters Score -814788.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -814991.187500 Penalty: 2893.563232
	Iteration 4Q: 3 clusters Score -814991.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -815211.625000 Penalty: 2893.563232
	Iteration 5Q: 3 clusters Score -815211.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -815452.937500 Penalty: 2893.563232
	Iteration 6Q: 3 clusters Score -815452.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -815782.250000 Penalty: 2893.563232
	Iteration 7F: 3 clusters Score -815782.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -816185.750000 Penalty: 2893.563232
	Iteration 8F: 3 clusters Score -816185.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -816663.000000 Penalty: 2893.563232
	Iteration 9F: 3 clusters Score -816663 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -817248.812500 Penalty: 2893.563232
	Iteration 10F: 3 clusters Score -817248.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -817647.750000 Penalty: 2893.563232
	Iteration 11Q: 3 clusters Score -817647.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -817826.750000 Penalty: 2893.563232
	Iteration 12Q: 3 clusters Score -817826.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -817882.937500 Penalty: 2893.563232
	Iteration 13Q: 3 clusters Score -817882.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -817906.062500 Penalty: 2893.563232
	Iteration 14Q: 3 clusters Score -817906.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -817920.687500 Penalty: 2893.563232
	Iteration 15Q: 3 clusters Score -817920.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -817925.500000 Penalty: 2893.563232
	Iteration 16Q: 3 clusters Score -817925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -817926.250000 Penalty: 2893.563232
	Iteration 17Q: 3 clusters Score -817926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -817926.437500 Penalty: 2893.563232
	Iteration 18Q: 3 clusters Score -817926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -817927.125000 Penalty: 2893.563232
	Iteration 19Q: 3 clusters Score -817927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -817927.625000 Penalty: 2893.563232
	Iteration 20F: 3 clusters Score -817927.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Entering Unmasked Estep 
Score: -1882498.500000 Penalty: 1581.158203
	Iteration 0F: 2 clusters Score -1882498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1870872.500000 Penalty: 3162.316406
	Iteration 0F: 3 clusters Score -1870872 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1875122.625000 Penalty: 3162.316406
	Iteration 1F: 3 clusters Score -1875123 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1875528.125000 Penalty: 3162.316406
	Iteration 2F: 3 clusters Score -1875528 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1875912.000000 Penalty: 3162.316406
	Iteration 3F: 3 clusters Score -1875912 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1876362.750000 Penalty: 3162.316406
	Iteration 4F: 3 clusters Score -1876363 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1876958.375000 Penalty: 3162.316406
	Iteration 5F: 3 clusters Score -1876958 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1877723.500000 Penalty: 3162.316406
	Iteration 6F: 3 clusters Score -1877724 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1878664.125000 Penalty: 3162.316406
	Iteration 7F: 3 clusters Score -1878664 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1879634.750000 Penalty: 3162.316406
	Iteration 8F: 3 clusters Score -1879635 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1880444.125000 Penalty: 3162.316406
	Iteration 9Q: 3 clusters Score -1880444 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1880951.875000 Penalty: 3162.316406
	Iteration 10Q: 3 clusters Score -1880952 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1881213.375000 Penalty: 3162.316406
	Iteration 11Q: 3 clusters Score -1881213 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1881364.625000 Penalty: 3162.316406
	Iteration 12Q: 3 clusters Score -1881365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1881477.625000 Penalty: 3162.316406
	Iteration 13Q: 3 clusters Score -1881478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1881520.000000 Penalty: 3162.316406
	Iteration 14Q: 3 clusters Score -1881520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1881545.625000 Penalty: 3162.316406
	Iteration 15Q: 3 clusters Score -1881546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1881565.250000 Penalty: 3162.316406
	Iteration 16Q: 3 clusters Score -1881565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1881582.875000 Penalty: 3162.316406
	Iteration 17Q: 3 clusters Score -1881583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1881605.625000 Penalty: 3162.316406
	Iteration 18Q: 3 clusters Score -1881606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1881625.500000 Penalty: 3162.316406
	Iteration 19Q: 3 clusters Score -1881626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1881634.750000 Penalty: 3162.316406
	Iteration 20F: 3 clusters Score -1881635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1881645.375000 Penalty: 3162.316406
	Iteration 21Q: 3 clusters Score -1881645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1881655.500000 Penalty: 3162.316406
	Iteration 22Q: 3 clusters Score -1881656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1881660.125000 Penalty: 3162.316406
	Iteration 23Q: 3 clusters Score -1881660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1881667.375000 Penalty: 3162.316406
	Iteration 24Q: 3 clusters Score -1881667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1881668.625000 Penalty: 3162.316406
	Iteration 25Q: 3 clusters Score -1881669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1881670.375000 Penalty: 3162.316406
	Iteration 26Q: 3 clusters Score -1881670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1881668.875000 Penalty: 3162.316406
	Iteration 27Q: 3 clusters Score -1881669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1881669.625000 Penalty: 3162.316406
	Iteration 28Q: 3 clusters Score -1881670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1881670.875000 Penalty: 3162.316406
	Iteration 29Q: 3 clusters Score -1881671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1881671.375000 Penalty: 3162.316406
	Iteration 30Q: 3 clusters Score -1881671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1881671.375000 Penalty: 3162.316406
	Iteration 31F: 3 clusters Score -1881671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (99407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99407 members 
Entering Unmasked Estep 
Score: -11041526.000000 Penalty: 1869.883911
	Iteration 0F: 2 clusters Score -1.104153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -10976228.000000 Penalty: 3739.767822
	Iteration 0F: 3 clusters Score -1.097623e+07 nChanged 47474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -11003708.000000 Penalty: 3739.767822
	Iteration 1F: 3 clusters Score -1.100371e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -11004874.000000 Penalty: 3739.767822
	Iteration 2Q: 3 clusters Score -1.100487e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -11006534.000000 Penalty: 3739.767822
	Iteration 3Q: 3 clusters Score -1.100653e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -11008915.000000 Penalty: 3739.767822
	Iteration 4F: 3 clusters Score -1.100892e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -11012733.000000 Penalty: 3739.767822
	Iteration 5F: 3 clusters Score -1.101273e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -11018046.000000 Penalty: 3739.767822
	Iteration 6F: 3 clusters Score -1.101805e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -11024303.000000 Penalty: 3739.767822
	Iteration 7F: 3 clusters Score -1.10243e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -11030302.000000 Penalty: 3739.767822
	Iteration 8F: 3 clusters Score -1.10303e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -11034536.000000 Penalty: 3739.767822
	Iteration 9Q: 3 clusters Score -1.103454e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 91584 members 
Entering Unmasked Estep 
Score: -11037108.000000 Penalty: 3739.767822
	Iteration 10Q: 3 clusters Score -1.103711e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -11038559.000000 Penalty: 3739.767822
	Iteration 11Q: 3 clusters Score -1.103856e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -11039182.000000 Penalty: 3739.767822
	Iteration 12Q: 3 clusters Score -1.103918e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -11039477.000000 Penalty: 3739.767822
	Iteration 13Q: 3 clusters Score -1.103948e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -11039731.000000 Penalty: 3739.767822
	Iteration 14Q: 3 clusters Score -1.103973e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 95013 members 
Entering Unmasked Estep 
Score: -11039882.000000 Penalty: 3739.767822
	Iteration 15Q: 3 clusters Score -1.103988e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -11039972.000000 Penalty: 3739.767822
	Iteration 16Q: 3 clusters Score -1.103997e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -11040066.000000 Penalty: 3739.767822
	Iteration 17Q: 3 clusters Score -1.104007e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 95737 members 
Entering Unmasked Estep 
Score: -11040111.000000 Penalty: 3739.767822
	Iteration 18Q: 3 clusters Score -1.104011e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -11040179.000000 Penalty: 3739.767822
	Iteration 19Q: 3 clusters Score -1.104018e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -11040239.000000 Penalty: 3739.767822
	Iteration 20F: 3 clusters Score -1.104024e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 96218 members 
Entering Unmasked Estep 
Score: -11040290.000000 Penalty: 3739.767822
	Iteration 21Q: 3 clusters Score -1.104029e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -11040347.000000 Penalty: 3739.767822
	Iteration 22Q: 3 clusters Score -1.104035e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -11040378.000000 Penalty: 3739.767822
	Iteration 23Q: 3 clusters Score -1.104038e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -11040375.000000 Penalty: 3739.767822
	Iteration 24Q: 3 clusters Score -1.104038e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -11040403.000000 Penalty: 3739.767822
	Iteration 25Q: 3 clusters Score -1.10404e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -11040426.000000 Penalty: 3739.767822
	Iteration 26Q: 3 clusters Score -1.104043e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -11040474.000000 Penalty: 3739.767822
	Iteration 27Q: 3 clusters Score -1.104047e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -11040467.000000 Penalty: 3739.767822
	Iteration 28Q: 3 clusters Score -1.104047e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -11040475.000000 Penalty: 3739.767822
	Iteration 29Q: 3 clusters Score -1.104048e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -11040490.000000 Penalty: 3739.767822
	Iteration 30Q: 3 clusters Score -1.104049e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 96960 members 
Entering Unmasked Estep 
Score: -11040494.000000 Penalty: 3739.767822
	Iteration 31Q: 3 clusters Score -1.104049e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -11040501.000000 Penalty: 3739.767822
	Iteration 32Q: 3 clusters Score -1.10405e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 97008 members 
Entering Unmasked Estep 
Score: -11040511.000000 Penalty: 3739.767822
	Iteration 33Q: 3 clusters Score -1.104051e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -11040510.000000 Penalty: 3739.767822
	Iteration 34Q: 3 clusters Score -1.104051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -11040525.000000 Penalty: 3739.767822
	Iteration 35Q: 3 clusters Score -1.104052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 97089 members 
Entering Unmasked Estep 
Score: -11040532.000000 Penalty: 3739.767822
	Iteration 36Q: 3 clusters Score -1.104053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -11040536.000000 Penalty: 3739.767822
	Iteration 37Q: 3 clusters Score -1.104054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -11040528.000000 Penalty: 3739.767822
	Iteration 38Q: 3 clusters Score -1.104053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -11040528.000000 Penalty: 3739.767822
	Iteration 39Q: 3 clusters Score -1.104053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 97178 members 
Entering Unmasked Estep 
Score: -11040547.000000 Penalty: 3739.767822
	Iteration 40F: 3 clusters Score -1.104055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 97195 members 
Entering Unmasked Estep 
Score: -11040541.000000 Penalty: 3739.767822
	Iteration 41Q: 3 clusters Score -1.104054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 97213 members 
Entering Unmasked Estep 
Score: -11040551.000000 Penalty: 3739.767822
	Iteration 42Q: 3 clusters Score -1.104055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -11040558.000000 Penalty: 3739.767822
	Iteration 43Q: 3 clusters Score -1.104056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -11040555.000000 Penalty: 3739.767822
	Iteration 44Q: 3 clusters Score -1.104056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -11040545.000000 Penalty: 3739.767822
	Iteration 45Q: 3 clusters Score -1.104054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 97261 members 
Entering Unmasked Estep 
Score: -11040533.000000 Penalty: 3739.767822
	Iteration 46Q: 3 clusters Score -1.104053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -11040540.000000 Penalty: 3739.767822
	Iteration 47Q: 3 clusters Score -1.104054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -11040537.000000 Penalty: 3739.767822
	Iteration 48Q: 3 clusters Score -1.104054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -11040530.000000 Penalty: 3739.767822
	Iteration 49Q: 3 clusters Score -1.104053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 97302 members 
Entering Unmasked Estep 
Score: -11040539.000000 Penalty: 3739.767822
	Iteration 50Q: 3 clusters Score -1.104054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -11040537.000000 Penalty: 3739.767822
	Iteration 51Q: 3 clusters Score -1.104054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -11040534.000000 Penalty: 3739.767822
	Iteration 52Q: 3 clusters Score -1.104053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -11040542.000000 Penalty: 3739.767822
	Iteration 53Q: 3 clusters Score -1.104054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 97322 members 
Entering Unmasked Estep 
Score: -11040545.000000 Penalty: 3739.767822
	Iteration 54Q: 3 clusters Score -1.104054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -11040536.000000 Penalty: 3739.767822
	Iteration 55Q: 3 clusters Score -1.104054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -11040542.000000 Penalty: 3739.767822
	Iteration 56Q: 3 clusters Score -1.104054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -11040538.000000 Penalty: 3739.767822
	Iteration 57Q: 3 clusters Score -1.104054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -11040541.000000 Penalty: 3739.767822
	Iteration 58Q: 3 clusters Score -1.104054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -11040549.000000 Penalty: 3739.767822
	Iteration 59Q: 3 clusters Score -1.104055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -11040542.000000 Penalty: 3739.767822
	Iteration 60F: 3 clusters Score -1.104054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -11040547.000000 Penalty: 3739.767822
	Iteration 61Q: 3 clusters Score -1.104055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -11040548.000000 Penalty: 3739.767822
	Iteration 62Q: 3 clusters Score -1.104055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -11040555.000000 Penalty: 3739.767822
	Iteration 63Q: 3 clusters Score -1.104056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -11040540.000000 Penalty: 3739.767822
	Iteration 64Q: 3 clusters Score -1.104054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 97382 members 
Entering Unmasked Estep 
Score: -11040539.000000 Penalty: 3739.767822
	Iteration 65Q: 3 clusters Score -1.104054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -11040541.000000 Penalty: 3739.767822
	Iteration 66Q: 3 clusters Score -1.104054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -11040553.000000 Penalty: 3739.767822
	Iteration 67Q: 3 clusters Score -1.104055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -11040562.000000 Penalty: 3739.767822
	Iteration 68Q: 3 clusters Score -1.104056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 97403 members 
Entering Unmasked Estep 
Score: -11040559.000000 Penalty: 3739.767822
	Iteration 69Q: 3 clusters Score -1.104056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -11040567.000000 Penalty: 3739.767822
	Iteration 70Q: 3 clusters Score -1.104057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -11040565.000000 Penalty: 3739.767822
	Iteration 71Q: 3 clusters Score -1.104056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -11040564.000000 Penalty: 3739.767822
	Iteration 72Q: 3 clusters Score -1.104056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 97417 members 
Entering Unmasked Estep 
Score: -11040560.000000 Penalty: 3739.767822
	Iteration 73Q: 3 clusters Score -1.104056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -11040558.000000 Penalty: 3739.767822
	Iteration 74Q: 3 clusters Score -1.104056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -11040553.000000 Penalty: 3739.767822
	Iteration 75Q: 3 clusters Score -1.104055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -11040550.000000 Penalty: 3739.767822
	Iteration 76Q: 3 clusters Score -1.104055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 97441 members 
Entering Unmasked Estep 
Score: -11040551.000000 Penalty: 3739.767822
	Iteration 77Q: 3 clusters Score -1.104055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -11040550.000000 Penalty: 3739.767822
	Iteration 78Q: 3 clusters Score -1.104055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 97454 members 
Entering Unmasked Estep 
Score: -11040559.000000 Penalty: 3739.767822
	Iteration 79Q: 3 clusters Score -1.104056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -11040570.000000 Penalty: 3739.767822
	Iteration 80F: 3 clusters Score -1.104057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -11040569.000000 Penalty: 3739.767822
	Iteration 81Q: 3 clusters Score -1.104057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -11040578.000000 Penalty: 3739.767822
	Iteration 82Q: 3 clusters Score -1.104058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -11040578.000000 Penalty: 3739.767822
	Iteration 83F: 3 clusters Score -1.104058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (64933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Entering Unmasked Estep 
Score: -7172211.000000 Penalty: 1800.680542
	Iteration 0F: 2 clusters Score -7172211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -7128791.500000 Penalty: 3601.361084
	Iteration 0F: 3 clusters Score -7128792 nChanged 30614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -7146395.500000 Penalty: 3601.361084
	Iteration 1F: 3 clusters Score -7146396 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -7147091.500000 Penalty: 3601.361084
	Iteration 2Q: 3 clusters Score -7147092 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -7147942.000000 Penalty: 3601.361084
	Iteration 3Q: 3 clusters Score -7147942 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -7149089.000000 Penalty: 3601.361084
	Iteration 4Q: 3 clusters Score -7149089 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -7150662.000000 Penalty: 3601.361084
	Iteration 5Q: 3 clusters Score -7150662 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -7152840.000000 Penalty: 3601.361084
	Iteration 6F: 3 clusters Score -7152840 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -7155700.000000 Penalty: 3601.361084
	Iteration 7F: 3 clusters Score -7155700 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -7158830.000000 Penalty: 3601.361084
	Iteration 8F: 3 clusters Score -7158830 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -7161134.500000 Penalty: 3601.361084
	Iteration 9F: 3 clusters Score -7161134 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -7162504.000000 Penalty: 3601.361084
	Iteration 10Q: 3 clusters Score -7162504 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -7163448.500000 Penalty: 3601.361084
	Iteration 11Q: 3 clusters Score -7163448 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -7164186.500000 Penalty: 3601.361084
	Iteration 12Q: 3 clusters Score -7164186 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -7164965.000000 Penalty: 3601.361084
	Iteration 13Q: 3 clusters Score -7164965 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -7165783.500000 Penalty: 3601.361084
	Iteration 14Q: 3 clusters Score -7165784 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -7166649.000000 Penalty: 3601.361084
	Iteration 15Q: 3 clusters Score -7166649 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -7167416.500000 Penalty: 3601.361084
	Iteration 16Q: 3 clusters Score -7167416 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -7168172.000000 Penalty: 3601.361084
	Iteration 17Q: 3 clusters Score -7168172 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -7168835.500000 Penalty: 3601.361084
	Iteration 18Q: 3 clusters Score -7168836 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7169344.500000 Penalty: 3601.361084
	Iteration 19Q: 3 clusters Score -7169344 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7169694.000000 Penalty: 3601.361084
	Iteration 20F: 3 clusters Score -7169694 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7169913.000000 Penalty: 3601.361084
	Iteration 21Q: 3 clusters Score -7169913 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7170125.000000 Penalty: 3601.361084
	Iteration 22Q: 3 clusters Score -7170125 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7170300.500000 Penalty: 3601.361084
	Iteration 23Q: 3 clusters Score -7170300 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7170422.500000 Penalty: 3601.361084
	Iteration 24Q: 3 clusters Score -7170422 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7170489.000000 Penalty: 3601.361084
	Iteration 25Q: 3 clusters Score -7170489 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7170532.000000 Penalty: 3601.361084
	Iteration 26Q: 3 clusters Score -7170532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7170565.000000 Penalty: 3601.361084
	Iteration 27Q: 3 clusters Score -7170565 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7170590.000000 Penalty: 3601.361084
	Iteration 28Q: 3 clusters Score -7170590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7170617.000000 Penalty: 3601.361084
	Iteration 29Q: 3 clusters Score -7170617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7170632.500000 Penalty: 3601.361084
	Iteration 30Q: 3 clusters Score -7170632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7170657.500000 Penalty: 3601.361084
	Iteration 31Q: 3 clusters Score -7170658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7170657.500000 Penalty: 3601.361084
	Iteration 32Q: 3 clusters Score -7170658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7170667.000000 Penalty: 3601.361084
	Iteration 33Q: 3 clusters Score -7170667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7170682.000000 Penalty: 3601.361084
	Iteration 34Q: 3 clusters Score -7170682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7170677.000000 Penalty: 3601.361084
	Iteration 35Q: 3 clusters Score -7170677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7170695.000000 Penalty: 3601.361084
	Iteration 36Q: 3 clusters Score -7170695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7170698.000000 Penalty: 3601.361084
	Iteration 37Q: 3 clusters Score -7170698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7170704.000000 Penalty: 3601.361084
	Iteration 38Q: 3 clusters Score -7170704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7170701.000000 Penalty: 3601.361084
	Iteration 39Q: 3 clusters Score -7170701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7170700.500000 Penalty: 3601.361084
	Iteration 40F: 3 clusters Score -7170700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7170693.500000 Penalty: 3601.361084
	Iteration 41Q: 3 clusters Score -7170694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7170693.500000 Penalty: 3601.361084
	Iteration 42Q: 3 clusters Score -7170694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7170691.500000 Penalty: 3601.361084
	Iteration 43Q: 3 clusters Score -7170692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7170696.500000 Penalty: 3601.361084
	Iteration 44Q: 3 clusters Score -7170696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7170696.500000 Penalty: 3601.361084
	Iteration 45F: 3 clusters Score -7170696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Entering Unmasked Estep 
Score: -1526957.625000 Penalty: 1555.324219
	Iteration 0F: 2 clusters Score -1526958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1516989.375000 Penalty: 3110.648438
	Iteration 0F: 3 clusters Score -1516989 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1520534.750000 Penalty: 3110.648438
	Iteration 1F: 3 clusters Score -1520535 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1520816.875000 Penalty: 3110.648438
	Iteration 2F: 3 clusters Score -1520817 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1521049.125000 Penalty: 3110.648438
	Iteration 3Q: 3 clusters Score -1521049 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1521292.250000 Penalty: 3110.648438
	Iteration 4Q: 3 clusters Score -1521292 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1521595.500000 Penalty: 3110.648438
	Iteration 5Q: 3 clusters Score -1521596 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1522001.625000 Penalty: 3110.648438
	Iteration 6F: 3 clusters Score -1522002 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1522544.500000 Penalty: 3110.648438
	Iteration 7F: 3 clusters Score -1522544 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1523197.875000 Penalty: 3110.648438
	Iteration 8F: 3 clusters Score -1523198 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1523930.125000 Penalty: 3110.648438
	Iteration 9F: 3 clusters Score -1523930 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1524650.000000 Penalty: 3110.648438
	Iteration 10F: 3 clusters Score -1524650 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1525183.625000 Penalty: 3110.648438
	Iteration 11Q: 3 clusters Score -1525184 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1525468.375000 Penalty: 3110.648438
	Iteration 12Q: 3 clusters Score -1525468 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1525602.625000 Penalty: 3110.648438
	Iteration 13Q: 3 clusters Score -1525603 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1525666.750000 Penalty: 3110.648438
	Iteration 14Q: 3 clusters Score -1525667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1525705.375000 Penalty: 3110.648438
	Iteration 15Q: 3 clusters Score -1525705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1525725.750000 Penalty: 3110.648438
	Iteration 16Q: 3 clusters Score -1525726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1525738.375000 Penalty: 3110.648438
	Iteration 17Q: 3 clusters Score -1525738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1525753.125000 Penalty: 3110.648438
	Iteration 18Q: 3 clusters Score -1525753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1525763.750000 Penalty: 3110.648438
	Iteration 19Q: 3 clusters Score -1525764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1525770.875000 Penalty: 3110.648438
	Iteration 20F: 3 clusters Score -1525771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1525772.125000 Penalty: 3110.648438
	Iteration 21Q: 3 clusters Score -1525772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1525773.500000 Penalty: 3110.648438
	Iteration 22Q: 3 clusters Score -1525774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1525775.625000 Penalty: 3110.648438
	Iteration 23Q: 3 clusters Score -1525776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1525776.625000 Penalty: 3110.648438
	Iteration 24Q: 3 clusters Score -1525777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1525784.500000 Penalty: 3110.648438
	Iteration 25Q: 3 clusters Score -1525784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1525783.625000 Penalty: 3110.648438
	Iteration 26Q: 3 clusters Score -1525784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1525784.875000 Penalty: 3110.648438
	Iteration 27Q: 3 clusters Score -1525785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1525786.125000 Penalty: 3110.648438
	Iteration 28Q: 3 clusters Score -1525786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1525786.125000 Penalty: 3110.648438
	Iteration 29F: 3 clusters Score -1525786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 12891 members 
Mstep: Class 3 contains 21941 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 86924 members 
Mstep: Class 7 contains 9471 members 
Mstep: Class 8 contains 18428 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 1539 members 
Mstep: Class 11 contains 13356 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 16818 members 
Mstep: Class 16 contains 99407 members 
Mstep: Class 18 contains 64933 members 
Mstep: Class 19 contains 14346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696360.000000 Penalty: 37625.707031
Iteration 159Q: 19 clusters Score -4.169636e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 21937 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 86476 members 
Mstep: Class 7 contains 9507 members 
Mstep: Class 8 contains 18433 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7360 members 
Mstep: Class 14 contains 16838 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 98899 members 
Mstep: Class 18 contains 65498 members 
Mstep: Class 19 contains 14403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697168.000000 Penalty: 37625.707031
Iteration 160F: 19 clusters Score -4.169717e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12881 members 
Mstep: Class 3 contains 21944 members 
Mstep: Class 4 contains 4691 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 86056 members 
Mstep: Class 7 contains 9525 members 
Mstep: Class 8 contains 18434 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 2598 members 
Mstep: Class 11 contains 13329 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7391 members 
Mstep: Class 14 contains 16841 members 
Mstep: Class 15 contains 7846 members 
Mstep: Class 16 contains 98380 members 
Mstep: Class 18 contains 65950 members 
Mstep: Class 19 contains 14427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697408.000000 Penalty: 37625.707031
Iteration 161Q: 19 clusters Score -4.169741e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12861 members 
Mstep: Class 3 contains 21957 members 
Mstep: Class 4 contains 4686 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 85653 members 
Mstep: Class 7 contains 9531 members 
Mstep: Class 8 contains 18432 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 13323 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7443 members 
Mstep: Class 14 contains 16840 members 
Mstep: Class 15 contains 7845 members 
Mstep: Class 16 contains 97909 members 
Mstep: Class 18 contains 66435 members 
Mstep: Class 19 contains 14462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697640.000000 Penalty: 37625.707031
Iteration 162Q: 19 clusters Score -4.169764e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 21950 members 
Mstep: Class 4 contains 4681 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 85278 members 
Mstep: Class 7 contains 9543 members 
Mstep: Class 8 contains 18437 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 3211 members 
Mstep: Class 11 contains 13301 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 14 contains 16837 members 
Mstep: Class 15 contains 7849 members 
Mstep: Class 16 contains 97445 members 
Mstep: Class 18 contains 66920 members 
Mstep: Class 19 contains 14492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697736.000000 Penalty: 37625.707031
Iteration 163Q: 19 clusters Score -4.169774e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 21942 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 84899 members 
Mstep: Class 7 contains 9563 members 
Mstep: Class 8 contains 18420 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 3433 members 
Mstep: Class 11 contains 13277 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7543 members 
Mstep: Class 14 contains 16849 members 
Mstep: Class 15 contains 7851 members 
Mstep: Class 16 contains 96960 members 
Mstep: Class 18 contains 67469 members 
Mstep: Class 19 contains 14545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697872.000000 Penalty: 37625.707031
Iteration 164Q: 19 clusters Score -4.169787e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12883 members 
Mstep: Class 3 contains 21947 members 
Mstep: Class 4 contains 4667 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 84449 members 
Mstep: Class 7 contains 9577 members 
Mstep: Class 8 contains 18391 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 11 contains 13256 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7609 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 96463 members 
Mstep: Class 18 contains 68107 members 
Mstep: Class 19 contains 14613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697900.000000 Penalty: 37625.707031
Iteration 165Q: 19 clusters Score -4.16979e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12882 members 
Mstep: Class 3 contains 21935 members 
Mstep: Class 4 contains 4658 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 83974 members 
Mstep: Class 7 contains 9574 members 
Mstep: Class 8 contains 18374 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 13255 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 16866 members 
Mstep: Class 15 contains 7861 members 
Mstep: Class 16 contains 96035 members 
Mstep: Class 18 contains 68787 members 
Mstep: Class 19 contains 14668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698156.000000 Penalty: 37625.707031
Iteration 166Q: 19 clusters Score -4.169816e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 21920 members 
Mstep: Class 4 contains 4649 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 83535 members 
Mstep: Class 7 contains 9577 members 
Mstep: Class 8 contains 18345 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 3891 members 
Mstep: Class 11 contains 13260 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 16868 members 
Mstep: Class 15 contains 7863 members 
Mstep: Class 16 contains 95604 members 
Mstep: Class 18 contains 69493 members 
Mstep: Class 19 contains 14716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698140.000000 Penalty: 37625.707031
Iteration 167Q: 19 clusters Score -4.169814e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 21899 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 83060 members 
Mstep: Class 7 contains 9588 members 
Mstep: Class 8 contains 18310 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 3971 members 
Mstep: Class 11 contains 13253 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7745 members 
Mstep: Class 14 contains 16853 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 95247 members 
Mstep: Class 18 contains 70248 members 
Mstep: Class 19 contains 14751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698156.000000 Penalty: 37625.707031
Iteration 168Q: 19 clusters Score -4.169816e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 21872 members 
Mstep: Class 4 contains 4635 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 82523 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 18286 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7766 members 
Mstep: Class 14 contains 16844 members 
Mstep: Class 15 contains 7868 members 
Mstep: Class 16 contains 94895 members 
Mstep: Class 18 contains 71066 members 
Mstep: Class 19 contains 14799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698136.000000 Penalty: 37625.707031
Iteration 169Q: 19 clusters Score -4.169814e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 12892 members 
Mstep: Class 3 contains 21845 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 81982 members 
Mstep: Class 7 contains 9622 members 
Mstep: Class 8 contains 18263 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 13221 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 7775 members 
Mstep: Class 14 contains 16848 members 
Mstep: Class 15 contains 7872 members 
Mstep: Class 16 contains 94570 members 
Mstep: Class 18 contains 71885 members 
Mstep: Class 19 contains 14843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698260.000000 Penalty: 37625.707031
Iteration 170Q: 19 clusters Score -4.169826e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12899 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 4623 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 81368 members 
Mstep: Class 7 contains 9630 members 
Mstep: Class 8 contains 18236 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 4105 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 16843 members 
Mstep: Class 15 contains 7868 members 
Mstep: Class 16 contains 94253 members 
Mstep: Class 18 contains 72799 members 
Mstep: Class 19 contains 14892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698256.000000 Penalty: 37625.707031
Iteration 171Q: 19 clusters Score -4.169826e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12893 members 
Mstep: Class 3 contains 21766 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 80657 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 18211 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 11 contains 13206 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 7810 members 
Mstep: Class 14 contains 16845 members 
Mstep: Class 15 contains 7868 members 
Mstep: Class 16 contains 93957 members 
Mstep: Class 18 contains 73779 members 
Mstep: Class 19 contains 14928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698248.000000 Penalty: 37625.707031
Iteration 172Q: 19 clusters Score -4.169825e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12879 members 
Mstep: Class 3 contains 21746 members 
Mstep: Class 4 contains 4613 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 79956 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 18183 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4166 members 
Mstep: Class 11 contains 13203 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7828 members 
Mstep: Class 14 contains 16833 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 93671 members 
Mstep: Class 18 contains 74744 members 
Mstep: Class 19 contains 14978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698224.000000 Penalty: 37625.707031
Iteration 173Q: 19 clusters Score -4.169822e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12857 members 
Mstep: Class 3 contains 21720 members 
Mstep: Class 4 contains 4608 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 79230 members 
Mstep: Class 7 contains 9670 members 
Mstep: Class 8 contains 18131 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 13196 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7845 members 
Mstep: Class 14 contains 16810 members 
Mstep: Class 15 contains 7862 members 
Mstep: Class 16 contains 93368 members 
Mstep: Class 18 contains 75800 members 
Mstep: Class 19 contains 15032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698084.000000 Penalty: 37625.707031
Iteration 174Q: 19 clusters Score -4.169808e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 3 contains 21673 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 78420 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 18100 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4214 members 
Mstep: Class 11 contains 13177 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7862 members 
Mstep: Class 14 contains 16794 members 
Mstep: Class 15 contains 7862 members 
Mstep: Class 16 contains 93063 members 
Mstep: Class 18 contains 76966 members 
Mstep: Class 19 contains 15073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698012.000000 Penalty: 37625.707031
Iteration 175Q: 19 clusters Score -4.169801e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12810 members 
Mstep: Class 3 contains 21621 members 
Mstep: Class 4 contains 4608 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 77568 members 
Mstep: Class 7 contains 9702 members 
Mstep: Class 8 contains 18053 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 13161 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7878 members 
Mstep: Class 14 contains 16777 members 
Mstep: Class 15 contains 7861 members 
Mstep: Class 16 contains 92737 members 
Mstep: Class 18 contains 78208 members 
Mstep: Class 19 contains 15109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698160.000000 Penalty: 37625.707031
Iteration 176Q: 19 clusters Score -4.169816e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12794 members 
Mstep: Class 3 contains 21574 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 76651 members 
Mstep: Class 7 contains 9707 members 
Mstep: Class 8 contains 18011 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 13135 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7887 members 
Mstep: Class 14 contains 16761 members 
Mstep: Class 15 contains 7861 members 
Mstep: Class 16 contains 92379 members 
Mstep: Class 18 contains 79567 members 
Mstep: Class 19 contains 15150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698252.000000 Penalty: 37625.707031
Iteration 177Q: 19 clusters Score -4.169825e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 21493 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 75659 members 
Mstep: Class 7 contains 9717 members 
Mstep: Class 8 contains 17975 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4249 members 
Mstep: Class 11 contains 13105 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 7906 members 
Mstep: Class 14 contains 16731 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 92012 members 
Mstep: Class 18 contains 81037 members 
Mstep: Class 19 contains 15188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698268.000000 Penalty: 37625.707031
Iteration 178Q: 19 clusters Score -4.169827e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12752 members 
Mstep: Class 3 contains 21405 members 
Mstep: Class 4 contains 4607 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 74614 members 
Mstep: Class 7 contains 9732 members 
Mstep: Class 8 contains 17938 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4260 members 
Mstep: Class 11 contains 13054 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7917 members 
Mstep: Class 14 contains 16695 members 
Mstep: Class 15 contains 7875 members 
Mstep: Class 16 contains 91647 members 
Mstep: Class 18 contains 82589 members 
Mstep: Class 19 contains 15230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698352.000000 Penalty: 37625.707031
Iteration 179Q: 19 clusters Score -4.169835e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12702 members 
Mstep: Class 3 contains 21315 members 
Mstep: Class 4 contains 4603 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 73474 members 
Mstep: Class 7 contains 9739 members 
Mstep: Class 8 contains 17909 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4278 members 
Mstep: Class 11 contains 13010 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7925 members 
Mstep: Class 14 contains 16649 members 
Mstep: Class 15 contains 7879 members 
Mstep: Class 16 contains 91238 members 
Mstep: Class 18 contains 84307 members 
Mstep: Class 19 contains 15288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698428.000000 Penalty: 37625.707031
Iteration 180F: 19 clusters Score -4.169843e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 12638 members 
Mstep: Class 3 contains 21229 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 72166 members 
Mstep: Class 7 contains 9753 members 
Mstep: Class 8 contains 17855 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4306 members 
Mstep: Class 11 contains 12973 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7938 members 
Mstep: Class 14 contains 16614 members 
Mstep: Class 15 contains 7879 members 
Mstep: Class 16 contains 90791 members 
Mstep: Class 18 contains 86236 members 
Mstep: Class 19 contains 15333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698572.000000 Penalty: 37625.707031
Iteration 181Q: 19 clusters Score -4.169857e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12578 members 
Mstep: Class 3 contains 21130 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 70685 members 
Mstep: Class 7 contains 9767 members 
Mstep: Class 8 contains 17790 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4330 members 
Mstep: Class 11 contains 12932 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7951 members 
Mstep: Class 14 contains 16564 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 90222 members 
Mstep: Class 18 contains 88442 members 
Mstep: Class 19 contains 15432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698516.000000 Penalty: 37625.707031
Iteration 182Q: 19 clusters Score -4.169852e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 12487 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 68597 members 
Mstep: Class 7 contains 9777 members 
Mstep: Class 8 contains 17707 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 4369 members 
Mstep: Class 11 contains 12851 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7965 members 
Mstep: Class 14 contains 16482 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 89392 members 
Mstep: Class 18 contains 91557 members 
Mstep: Class 19 contains 15635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698672.000000 Penalty: 37625.707031
Iteration 183Q: 19 clusters Score -4.169867e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 20765 members 
Mstep: Class 4 contains 4608 members 
Mstep: Class 5 contains 1368 members 
Mstep: Class 6 contains 65767 members 
Mstep: Class 7 contains 9798 members 
Mstep: Class 8 contains 17591 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 12739 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 7990 members 
Mstep: Class 14 contains 16352 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 88290 members 
Mstep: Class 18 contains 95741 members 
Mstep: Class 19 contains 15966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698624.000000 Penalty: 37625.707031
Iteration 184Q: 19 clusters Score -4.169862e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 12250 members 
Mstep: Class 3 contains 20519 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 61922 members 
Mstep: Class 7 contains 9808 members 
Mstep: Class 8 contains 17441 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 12571 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 8017 members 
Mstep: Class 14 contains 16180 members 
Mstep: Class 15 contains 8002 members 
Mstep: Class 16 contains 86841 members 
Mstep: Class 18 contains 101364 members 
Mstep: Class 19 contains 16399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698092.000000 Penalty: 37625.707031
Iteration 185Q: 19 clusters Score -4.169809e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12048 members 
Mstep: Class 3 contains 20238 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 56944 members 
Mstep: Class 7 contains 9808 members 
Mstep: Class 8 contains 17258 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 12380 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 8072 members 
Mstep: Class 14 contains 15977 members 
Mstep: Class 15 contains 8081 members 
Mstep: Class 16 contains 85012 members 
Mstep: Class 18 contains 108531 members 
Mstep: Class 19 contains 16941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698088.000000 Penalty: 37625.707031
Iteration 186Q: 19 clusters Score -4.169809e+07 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11852 members 
Mstep: Class 3 contains 19910 members 
Mstep: Class 4 contains 4634 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 50988 members 
Mstep: Class 7 contains 9797 members 
Mstep: Class 8 contains 16965 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 12129 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 15734 members 
Mstep: Class 15 contains 8147 members 
Mstep: Class 16 contains 82830 members 
Mstep: Class 18 contains 117325 members 
Mstep: Class 19 contains 17485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699040.000000 Penalty: 37625.707031
Iteration 187Q: 19 clusters Score -4.169904e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11650 members 
Mstep: Class 3 contains 19550 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 44373 members 
Mstep: Class 7 contains 9751 members 
Mstep: Class 8 contains 16602 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 11883 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 8173 members 
Mstep: Class 14 contains 15479 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 80599 members 
Mstep: Class 18 contains 127084 members 
Mstep: Class 19 contains 17915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700296.000000 Penalty: 37625.707031
Iteration 188Q: 19 clusters Score -4.17003e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 19224 members 
Mstep: Class 4 contains 4666 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 38638 members 
Mstep: Class 7 contains 9672 members 
Mstep: Class 8 contains 16077 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 11712 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 8209 members 
Mstep: Class 14 contains 15250 members 
Mstep: Class 15 contains 8285 members 
Mstep: Class 16 contains 78491 members 
Mstep: Class 18 contains 136063 members 
Mstep: Class 19 contains 18152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701268.000000 Penalty: 37625.707031
Iteration 189Q: 19 clusters Score -4.170127e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11439 members 
Mstep: Class 3 contains 18956 members 
Mstep: Class 4 contains 4679 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 34723 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 15502 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 11607 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8242 members 
Mstep: Class 14 contains 15103 members 
Mstep: Class 15 contains 8342 members 
Mstep: Class 16 contains 76846 members 
Mstep: Class 18 contains 142707 members 
Mstep: Class 19 contains 18194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701696.000000 Penalty: 37625.707031
Iteration 190Q: 19 clusters Score -4.17017e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 18783 members 
Mstep: Class 4 contains 4671 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 32370 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 14949 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 11538 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 8279 members 
Mstep: Class 14 contains 15017 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 16 contains 75520 members 
Mstep: Class 18 contains 147255 members 
Mstep: Class 19 contains 18158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702016.000000 Penalty: 37625.707031
Iteration 191Q: 19 clusters Score -4.170202e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11440 members 
Mstep: Class 3 contains 18687 members 
Mstep: Class 4 contains 4668 members 
Mstep: Class 5 contains 1350 members 
Mstep: Class 6 contains 30886 members 
Mstep: Class 7 contains 9547 members 
Mstep: Class 8 contains 14502 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 11510 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 14969 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 74539 members 
Mstep: Class 18 contains 150411 members 
Mstep: Class 19 contains 18082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702512.000000 Penalty: 37625.707031
Iteration 192Q: 19 clusters Score -4.170251e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11466 members 
Mstep: Class 3 contains 18644 members 
Mstep: Class 4 contains 4673 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 29892 members 
Mstep: Class 7 contains 9481 members 
Mstep: Class 8 contains 14131 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4476 members 
Mstep: Class 11 contains 11509 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8367 members 
Mstep: Class 14 contains 14967 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 73809 members 
Mstep: Class 18 contains 152599 members 
Mstep: Class 19 contains 18011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702184.000000 Penalty: 37625.707031
Iteration 193Q: 19 clusters Score -4.170218e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 11494 members 
Mstep: Class 3 contains 18608 members 
Mstep: Class 4 contains 4682 members 
Mstep: Class 5 contains 1339 members 
Mstep: Class 6 contains 29226 members 
Mstep: Class 7 contains 9419 members 
Mstep: Class 8 contains 13808 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4478 members 
Mstep: Class 11 contains 11517 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8410 members 
Mstep: Class 14 contains 14990 members 
Mstep: Class 15 contains 8372 members 
Mstep: Class 16 contains 73308 members 
Mstep: Class 18 contains 154139 members 
Mstep: Class 19 contains 17939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701788.000000 Penalty: 37625.707031
Iteration 194Q: 19 clusters Score -4.170179e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11532 members 
Mstep: Class 3 contains 18610 members 
Mstep: Class 4 contains 4702 members 
Mstep: Class 5 contains 1339 members 
Mstep: Class 6 contains 28752 members 
Mstep: Class 7 contains 9344 members 
Mstep: Class 8 contains 13498 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4484 members 
Mstep: Class 11 contains 11546 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8422 members 
Mstep: Class 14 contains 15030 members 
Mstep: Class 15 contains 8366 members 
Mstep: Class 16 contains 73017 members 
Mstep: Class 18 contains 155214 members 
Mstep: Class 19 contains 17871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701520.000000 Penalty: 37625.707031
Iteration 195Q: 19 clusters Score -4.170152e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 11565 members 
Mstep: Class 3 contains 18637 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 28431 members 
Mstep: Class 7 contains 9266 members 
Mstep: Class 8 contains 13217 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4484 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 15063 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 72841 members 
Mstep: Class 18 contains 155948 members 
Mstep: Class 19 contains 17835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701560.000000 Penalty: 37625.707031
Iteration 196Q: 19 clusters Score -4.170156e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11603 members 
Mstep: Class 3 contains 18657 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 28223 members 
Mstep: Class 7 contains 9182 members 
Mstep: Class 8 contains 12951 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 11617 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8432 members 
Mstep: Class 14 contains 15092 members 
Mstep: Class 15 contains 8363 members 
Mstep: Class 16 contains 72760 members 
Mstep: Class 18 contains 156462 members 
Mstep: Class 19 contains 17811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701344.000000 Penalty: 37625.707031
Iteration 197Q: 19 clusters Score -4.170134e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11632 members 
Mstep: Class 3 contains 18667 members 
Mstep: Class 4 contains 4757 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 28019 members 
Mstep: Class 7 contains 9101 members 
Mstep: Class 8 contains 12715 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 11647 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 15116 members 
Mstep: Class 15 contains 8361 members 
Mstep: Class 16 contains 72754 members 
Mstep: Class 18 contains 156888 members 
Mstep: Class 19 contains 17797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701064.000000 Penalty: 37625.707031
Iteration 198Q: 19 clusters Score -4.170106e+07 nChanged 1641
Entering ConstructFrom: 
Score: -41701064.000000 Penalty: 37625.707031
Entering ConstructFrom: 
Trying to split cluster 1 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -381617.312500 Penalty: 1323.368896
	Iteration 0F: 2 clusters Score -381617.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -378638.312500 Penalty: 2646.737793
	Iteration 0F: 3 clusters Score -378638.3 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -379363.625000 Penalty: 2646.737793
	Iteration 1F: 3 clusters Score -379363.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -379534.125000 Penalty: 2646.737793
	Iteration 2F: 3 clusters Score -379534.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -379664.343750 Penalty: 2646.737793
	Iteration 3F: 3 clusters Score -379664.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -379763.812500 Penalty: 2646.737793
	Iteration 4Q: 3 clusters Score -379763.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -379845.625000 Penalty: 2646.737793
	Iteration 5Q: 3 clusters Score -379845.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -379913.531250 Penalty: 2646.737793
	Iteration 6Q: 3 clusters Score -379913.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -379995.406250 Penalty: 2646.737793
	Iteration 7Q: 3 clusters Score -379995.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -380084.343750 Penalty: 2646.737793
	Iteration 8Q: 3 clusters Score -380084.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -380177.312500 Penalty: 2646.737793
	Iteration 9Q: 3 clusters Score -380177.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -380262.375000 Penalty: 2646.737793
	Iteration 10Q: 3 clusters Score -380262.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -380339.906250 Penalty: 2646.737793
	Iteration 11Q: 3 clusters Score -380339.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -380422.031250 Penalty: 2646.737793
	Iteration 12Q: 3 clusters Score -380422 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -380488.625000 Penalty: 2646.737793
	Iteration 13Q: 3 clusters Score -380488.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -380542.906250 Penalty: 2646.737793
	Iteration 14Q: 3 clusters Score -380542.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -380604.343750 Penalty: 2646.737793
	Iteration 15Q: 3 clusters Score -380604.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -380663.031250 Penalty: 2646.737793
	Iteration 16Q: 3 clusters Score -380663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -380697.687500 Penalty: 2646.737793
	Iteration 17Q: 3 clusters Score -380697.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -380726.718750 Penalty: 2646.737793
	Iteration 18Q: 3 clusters Score -380726.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -380748.187500 Penalty: 2646.737793
	Iteration 19Q: 3 clusters Score -380748.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -380761.750000 Penalty: 2646.737793
	Iteration 20F: 3 clusters Score -380761.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -380774.625000 Penalty: 2646.737793
	Iteration 21Q: 3 clusters Score -380774.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -380782.093750 Penalty: 2646.737793
	Iteration 22Q: 3 clusters Score -380782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -380788.687500 Penalty: 2646.737793
	Iteration 23Q: 3 clusters Score -380788.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -380794.218750 Penalty: 2646.737793
	Iteration 24Q: 3 clusters Score -380794.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -380796.250000 Penalty: 2646.737793
	Iteration 25Q: 3 clusters Score -380796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -380798.687500 Penalty: 2646.737793
	Iteration 26Q: 3 clusters Score -380798.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -380801.250000 Penalty: 2646.737793
	Iteration 27Q: 3 clusters Score -380801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -380803.156250 Penalty: 2646.737793
	Iteration 28Q: 3 clusters Score -380803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -380803.500000 Penalty: 2646.737793
	Iteration 29Q: 3 clusters Score -380803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -380804.312500 Penalty: 2646.737793
	Iteration 30Q: 3 clusters Score -380804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -380804.906250 Penalty: 2646.737793
	Iteration 31Q: 3 clusters Score -380804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -380805.625000 Penalty: 2646.737793
	Iteration 32Q: 3 clusters Score -380805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -380805.625000 Penalty: 2646.737793
	Iteration 33F: 3 clusters Score -380805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Entering Unmasked Estep 
Score: -1320501.875000 Penalty: 1521.734497
	Iteration 0F: 2 clusters Score -1320502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1312272.500000 Penalty: 3043.468994
	Iteration 0F: 3 clusters Score -1312272 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1314996.750000 Penalty: 3043.468994
	Iteration 1F: 3 clusters Score -1314997 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1315448.250000 Penalty: 3043.468994
	Iteration 2F: 3 clusters Score -1315448 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1315920.875000 Penalty: 3043.468994
	Iteration 3F: 3 clusters Score -1315921 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1316397.500000 Penalty: 3043.468994
	Iteration 4F: 3 clusters Score -1316398 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1316992.375000 Penalty: 3043.468994
	Iteration 5F: 3 clusters Score -1316992 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1317651.000000 Penalty: 3043.468994
	Iteration 6F: 3 clusters Score -1317651 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1318269.125000 Penalty: 3043.468994
	Iteration 7F: 3 clusters Score -1318269 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1318758.125000 Penalty: 3043.468994
	Iteration 8Q: 3 clusters Score -1318758 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1319145.125000 Penalty: 3043.468994
	Iteration 9Q: 3 clusters Score -1319145 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1319393.250000 Penalty: 3043.468994
	Iteration 10Q: 3 clusters Score -1319393 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1319504.500000 Penalty: 3043.468994
	Iteration 11Q: 3 clusters Score -1319504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1319553.250000 Penalty: 3043.468994
	Iteration 12Q: 3 clusters Score -1319553 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1319583.875000 Penalty: 3043.468994
	Iteration 13Q: 3 clusters Score -1319584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1319607.750000 Penalty: 3043.468994
	Iteration 14Q: 3 clusters Score -1319608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1319625.500000 Penalty: 3043.468994
	Iteration 15Q: 3 clusters Score -1319626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1319648.500000 Penalty: 3043.468994
	Iteration 16Q: 3 clusters Score -1319648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1319650.750000 Penalty: 3043.468994
	Iteration 17Q: 3 clusters Score -1319651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1319656.750000 Penalty: 3043.468994
	Iteration 18Q: 3 clusters Score -1319657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1319658.875000 Penalty: 3043.468994
	Iteration 19Q: 3 clusters Score -1319659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1319662.125000 Penalty: 3043.468994
	Iteration 20F: 3 clusters Score -1319662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1319663.250000 Penalty: 3043.468994
	Iteration 21Q: 3 clusters Score -1319663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1319662.250000 Penalty: 3043.468994
	Iteration 22Q: 3 clusters Score -1319662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1319661.250000 Penalty: 3043.468994
	Iteration 23Q: 3 clusters Score -1319661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1319661.250000 Penalty: 3043.468994
	Iteration 24F: 3 clusters Score -1319661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Entering Unmasked Estep 
Score: -2107123.250000 Penalty: 1598.082153
	Iteration 0F: 2 clusters Score -2107123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2094482.375000 Penalty: 3196.164307
	Iteration 0F: 3 clusters Score -2094482 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2098930.250000 Penalty: 3196.164307
	Iteration 1F: 3 clusters Score -2098930 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2099233.000000 Penalty: 3196.164307
	Iteration 2Q: 3 clusters Score -2099233 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2099478.250000 Penalty: 3196.164307
	Iteration 3Q: 3 clusters Score -2099478 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2099680.250000 Penalty: 3196.164307
	Iteration 4Q: 3 clusters Score -2099680 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2099882.000000 Penalty: 3196.164307
	Iteration 5Q: 3 clusters Score -2099882 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2100090.750000 Penalty: 3196.164307
	Iteration 6Q: 3 clusters Score -2100091 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2100304.250000 Penalty: 3196.164307
	Iteration 7Q: 3 clusters Score -2100304 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2100543.500000 Penalty: 3196.164307
	Iteration 8Q: 3 clusters Score -2100544 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2100844.750000 Penalty: 3196.164307
	Iteration 9Q: 3 clusters Score -2100845 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2101256.250000 Penalty: 3196.164307
	Iteration 10Q: 3 clusters Score -2101256 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2101838.250000 Penalty: 3196.164307
	Iteration 11Q: 3 clusters Score -2101838 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2102490.500000 Penalty: 3196.164307
	Iteration 12F: 3 clusters Score -2102490 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2103094.000000 Penalty: 3196.164307
	Iteration 13Q: 3 clusters Score -2103094 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2103551.750000 Penalty: 3196.164307
	Iteration 14Q: 3 clusters Score -2103552 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2103831.250000 Penalty: 3196.164307
	Iteration 15Q: 3 clusters Score -2103831 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2104008.500000 Penalty: 3196.164307
	Iteration 16Q: 3 clusters Score -2104008 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2104136.000000 Penalty: 3196.164307
	Iteration 17Q: 3 clusters Score -2104136 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2104229.250000 Penalty: 3196.164307
	Iteration 18Q: 3 clusters Score -2104229 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2104295.500000 Penalty: 3196.164307
	Iteration 19Q: 3 clusters Score -2104296 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2104353.000000 Penalty: 3196.164307
	Iteration 20F: 3 clusters Score -2104353 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2104405.750000 Penalty: 3196.164307
	Iteration 21Q: 3 clusters Score -2104406 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2104453.750000 Penalty: 3196.164307
	Iteration 22Q: 3 clusters Score -2104454 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2104483.000000 Penalty: 3196.164307
	Iteration 23Q: 3 clusters Score -2104483 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2104517.500000 Penalty: 3196.164307
	Iteration 24Q: 3 clusters Score -2104518 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2104553.500000 Penalty: 3196.164307
	Iteration 25Q: 3 clusters Score -2104554 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2104595.000000 Penalty: 3196.164307
	Iteration 26Q: 3 clusters Score -2104595 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2104637.750000 Penalty: 3196.164307
	Iteration 27Q: 3 clusters Score -2104638 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2104672.000000 Penalty: 3196.164307
	Iteration 28Q: 3 clusters Score -2104672 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2104715.500000 Penalty: 3196.164307
	Iteration 29Q: 3 clusters Score -2104716 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2104749.750000 Penalty: 3196.164307
	Iteration 30Q: 3 clusters Score -2104750 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2104784.250000 Penalty: 3196.164307
	Iteration 31Q: 3 clusters Score -2104784 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2104819.250000 Penalty: 3196.164307
	Iteration 32Q: 3 clusters Score -2104819 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2104863.500000 Penalty: 3196.164307
	Iteration 33Q: 3 clusters Score -2104864 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2104908.500000 Penalty: 3196.164307
	Iteration 34Q: 3 clusters Score -2104908 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2104938.250000 Penalty: 3196.164307
	Iteration 35Q: 3 clusters Score -2104938 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2104964.750000 Penalty: 3196.164307
	Iteration 36Q: 3 clusters Score -2104965 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2104992.750000 Penalty: 3196.164307
	Iteration 37Q: 3 clusters Score -2104993 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2105010.250000 Penalty: 3196.164307
	Iteration 38Q: 3 clusters Score -2105010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2105034.000000 Penalty: 3196.164307
	Iteration 39Q: 3 clusters Score -2105034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2105057.500000 Penalty: 3196.164307
	Iteration 40F: 3 clusters Score -2105058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2105074.500000 Penalty: 3196.164307
	Iteration 41Q: 3 clusters Score -2105074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2105094.500000 Penalty: 3196.164307
	Iteration 42Q: 3 clusters Score -2105094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2105110.000000 Penalty: 3196.164307
	Iteration 43Q: 3 clusters Score -2105110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2105130.000000 Penalty: 3196.164307
	Iteration 44Q: 3 clusters Score -2105130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2105157.750000 Penalty: 3196.164307
	Iteration 45Q: 3 clusters Score -2105158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2105196.500000 Penalty: 3196.164307
	Iteration 46Q: 3 clusters Score -2105196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2105233.250000 Penalty: 3196.164307
	Iteration 47Q: 3 clusters Score -2105233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2105251.750000 Penalty: 3196.164307
	Iteration 48Q: 3 clusters Score -2105252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2105271.250000 Penalty: 3196.164307
	Iteration 49Q: 3 clusters Score -2105271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2105290.500000 Penalty: 3196.164307
	Iteration 50Q: 3 clusters Score -2105290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2105308.250000 Penalty: 3196.164307
	Iteration 51Q: 3 clusters Score -2105308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2105331.000000 Penalty: 3196.164307
	Iteration 52Q: 3 clusters Score -2105331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2105357.750000 Penalty: 3196.164307
	Iteration 53Q: 3 clusters Score -2105358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2105379.750000 Penalty: 3196.164307
	Iteration 54Q: 3 clusters Score -2105380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2105397.750000 Penalty: 3196.164307
	Iteration 55Q: 3 clusters Score -2105398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2105418.500000 Penalty: 3196.164307
	Iteration 56Q: 3 clusters Score -2105418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2105452.500000 Penalty: 3196.164307
	Iteration 57Q: 3 clusters Score -2105452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2105477.000000 Penalty: 3196.164307
	Iteration 58Q: 3 clusters Score -2105477 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2105505.750000 Penalty: 3196.164307
	Iteration 59Q: 3 clusters Score -2105506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2105532.250000 Penalty: 3196.164307
	Iteration 60F: 3 clusters Score -2105532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2105553.500000 Penalty: 3196.164307
	Iteration 61Q: 3 clusters Score -2105554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2105567.000000 Penalty: 3196.164307
	Iteration 62Q: 3 clusters Score -2105567 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2105585.750000 Penalty: 3196.164307
	Iteration 63Q: 3 clusters Score -2105586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2105595.500000 Penalty: 3196.164307
	Iteration 64Q: 3 clusters Score -2105596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2105607.250000 Penalty: 3196.164307
	Iteration 65Q: 3 clusters Score -2105607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2105621.500000 Penalty: 3196.164307
	Iteration 66Q: 3 clusters Score -2105622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2105629.750000 Penalty: 3196.164307
	Iteration 67Q: 3 clusters Score -2105630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2105632.500000 Penalty: 3196.164307
	Iteration 68Q: 3 clusters Score -2105632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2105641.500000 Penalty: 3196.164307
	Iteration 69Q: 3 clusters Score -2105642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2105650.500000 Penalty: 3196.164307
	Iteration 70Q: 3 clusters Score -2105650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2105655.250000 Penalty: 3196.164307
	Iteration 71Q: 3 clusters Score -2105655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2105657.000000 Penalty: 3196.164307
	Iteration 72Q: 3 clusters Score -2105657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2105661.250000 Penalty: 3196.164307
	Iteration 73Q: 3 clusters Score -2105661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2105667.000000 Penalty: 3196.164307
	Iteration 74Q: 3 clusters Score -2105667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2105666.750000 Penalty: 3196.164307
	Iteration 75Q: 3 clusters Score -2105667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2105667.250000 Penalty: 3196.164307
	Iteration 76Q: 3 clusters Score -2105667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2105672.250000 Penalty: 3196.164307
	Iteration 77Q: 3 clusters Score -2105672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2105675.000000 Penalty: 3196.164307
	Iteration 78Q: 3 clusters Score -2105675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2105680.250000 Penalty: 3196.164307
	Iteration 79Q: 3 clusters Score -2105680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2105686.250000 Penalty: 3196.164307
	Iteration 80F: 3 clusters Score -2105686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2105689.500000 Penalty: 3196.164307
	Iteration 81Q: 3 clusters Score -2105690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2105696.250000 Penalty: 3196.164307
	Iteration 82Q: 3 clusters Score -2105696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2105704.000000 Penalty: 3196.164307
	Iteration 83Q: 3 clusters Score -2105704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2105707.250000 Penalty: 3196.164307
	Iteration 84Q: 3 clusters Score -2105707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2105710.500000 Penalty: 3196.164307
	Iteration 85Q: 3 clusters Score -2105710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2105715.250000 Penalty: 3196.164307
	Iteration 86Q: 3 clusters Score -2105715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2105714.250000 Penalty: 3196.164307
	Iteration 87Q: 3 clusters Score -2105714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2105719.500000 Penalty: 3196.164307
	Iteration 88Q: 3 clusters Score -2105720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2105723.000000 Penalty: 3196.164307
	Iteration 89Q: 3 clusters Score -2105723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2105723.750000 Penalty: 3196.164307
	Iteration 90Q: 3 clusters Score -2105724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2105723.000000 Penalty: 3196.164307
	Iteration 91Q: 3 clusters Score -2105723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2105723.000000 Penalty: 3196.164307
	Iteration 92F: 3 clusters Score -2105723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Entering Unmasked Estep 
Score: -481216.062500 Penalty: 1376.765869
	Iteration 0F: 2 clusters Score -481216.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -477387.250000 Penalty: 2753.531738
	Iteration 0F: 3 clusters Score -477387.2 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -478484.625000 Penalty: 2753.531738
	Iteration 1F: 3 clusters Score -478484.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -478872.468750 Penalty: 2753.531738
	Iteration 2F: 3 clusters Score -478872.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -479234.156250 Penalty: 2753.531738
	Iteration 3F: 3 clusters Score -479234.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -479441.281250 Penalty: 2753.531738
	Iteration 4F: 3 clusters Score -479441.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -479562.968750 Penalty: 2753.531738
	Iteration 5Q: 3 clusters Score -479563 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -479629.312500 Penalty: 2753.531738
	Iteration 6Q: 3 clusters Score -479629.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -479678.343750 Penalty: 2753.531738
	Iteration 7Q: 3 clusters Score -479678.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -479710.562500 Penalty: 2753.531738
	Iteration 8Q: 3 clusters Score -479710.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -479737.718750 Penalty: 2753.531738
	Iteration 9Q: 3 clusters Score -479737.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -479767.250000 Penalty: 2753.531738
	Iteration 10Q: 3 clusters Score -479767.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -479816.031250 Penalty: 2753.531738
	Iteration 11Q: 3 clusters Score -479816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -479865.562500 Penalty: 2753.531738
	Iteration 12Q: 3 clusters Score -479865.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -479916.093750 Penalty: 2753.531738
	Iteration 13Q: 3 clusters Score -479916.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -479966.656250 Penalty: 2753.531738
	Iteration 14Q: 3 clusters Score -479966.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -480001.062500 Penalty: 2753.531738
	Iteration 15Q: 3 clusters Score -480001.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -480033.468750 Penalty: 2753.531738
	Iteration 16Q: 3 clusters Score -480033.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -480063.656250 Penalty: 2753.531738
	Iteration 17Q: 3 clusters Score -480063.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -480088.406250 Penalty: 2753.531738
	Iteration 18Q: 3 clusters Score -480088.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -480114.062500 Penalty: 2753.531738
	Iteration 19Q: 3 clusters Score -480114.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -480137.718750 Penalty: 2753.531738
	Iteration 20F: 3 clusters Score -480137.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -480149.406250 Penalty: 2753.531738
	Iteration 21Q: 3 clusters Score -480149.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -480158.437500 Penalty: 2753.531738
	Iteration 22Q: 3 clusters Score -480158.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -480168.875000 Penalty: 2753.531738
	Iteration 23Q: 3 clusters Score -480168.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -480178.593750 Penalty: 2753.531738
	Iteration 24Q: 3 clusters Score -480178.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -480187.500000 Penalty: 2753.531738
	Iteration 25Q: 3 clusters Score -480187.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -480195.125000 Penalty: 2753.531738
	Iteration 26Q: 3 clusters Score -480195.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -480199.156250 Penalty: 2753.531738
	Iteration 27Q: 3 clusters Score -480199.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -480203.593750 Penalty: 2753.531738
	Iteration 28Q: 3 clusters Score -480203.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -480207.468750 Penalty: 2753.531738
	Iteration 29Q: 3 clusters Score -480207.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -480212.437500 Penalty: 2753.531738
	Iteration 30Q: 3 clusters Score -480212.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -480217.875000 Penalty: 2753.531738
	Iteration 31Q: 3 clusters Score -480217.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -480223.562500 Penalty: 2753.531738
	Iteration 32Q: 3 clusters Score -480223.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -480230.343750 Penalty: 2753.531738
	Iteration 33Q: 3 clusters Score -480230.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -480235.281250 Penalty: 2753.531738
	Iteration 34Q: 3 clusters Score -480235.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -480239.687500 Penalty: 2753.531738
	Iteration 35Q: 3 clusters Score -480239.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -480244.437500 Penalty: 2753.531738
	Iteration 36Q: 3 clusters Score -480244.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -480248.000000 Penalty: 2753.531738
	Iteration 37Q: 3 clusters Score -480248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -480250.968750 Penalty: 2753.531738
	Iteration 38Q: 3 clusters Score -480251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -480254.843750 Penalty: 2753.531738
	Iteration 39Q: 3 clusters Score -480254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -480255.156250 Penalty: 2753.531738
	Iteration 40F: 3 clusters Score -480255.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -480257.687500 Penalty: 2753.531738
	Iteration 41Q: 3 clusters Score -480257.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -480258.718750 Penalty: 2753.531738
	Iteration 42Q: 3 clusters Score -480258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -480259.187500 Penalty: 2753.531738
	Iteration 43Q: 3 clusters Score -480259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -480273.656250 Penalty: 2753.531738
	Iteration 44Q: 3 clusters Score -480273.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -480277.781250 Penalty: 2753.531738
	Iteration 45Q: 3 clusters Score -480277.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -480280.031250 Penalty: 2753.531738
	Iteration 46Q: 3 clusters Score -480280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -480282.156250 Penalty: 2753.531738
	Iteration 47Q: 3 clusters Score -480282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -480281.812500 Penalty: 2753.531738
	Iteration 48Q: 3 clusters Score -480281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -480283.218750 Penalty: 2753.531738
	Iteration 49Q: 3 clusters Score -480283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -480283.093750 Penalty: 2753.531738
	Iteration 50Q: 3 clusters Score -480283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -480284.281250 Penalty: 2753.531738
	Iteration 51Q: 3 clusters Score -480284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -480283.906250 Penalty: 2753.531738
	Iteration 52Q: 3 clusters Score -480283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -480284.156250 Penalty: 2753.531738
	Iteration 53Q: 3 clusters Score -480284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -480284.156250 Penalty: 2753.531738
	Iteration 54F: 3 clusters Score -480284.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -135143.593750 Penalty: 1169.218018
	Iteration 0F: 2 clusters Score -135143.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133522.843750 Penalty: 2338.436035
	Iteration 0F: 3 clusters Score -133522.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133877.359375 Penalty: 2338.436035
	Iteration 1F: 3 clusters Score -133877.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133976.453125 Penalty: 2338.436035
	Iteration 2F: 3 clusters Score -133976.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134018.062500 Penalty: 2338.436035
	Iteration 3Q: 3 clusters Score -134018.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134041.609375 Penalty: 2338.436035
	Iteration 4Q: 3 clusters Score -134041.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -134057.265625 Penalty: 2338.436035
	Iteration 5Q: 3 clusters Score -134057.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -134076.468750 Penalty: 2338.436035
	Iteration 6Q: 3 clusters Score -134076.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -134092.984375 Penalty: 2338.436035
	Iteration 7Q: 3 clusters Score -134093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -134102.015625 Penalty: 2338.436035
	Iteration 8Q: 3 clusters Score -134102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -134110.015625 Penalty: 2338.436035
	Iteration 9Q: 3 clusters Score -134110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -134120.609375 Penalty: 2338.436035
	Iteration 10Q: 3 clusters Score -134120.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134127.468750 Penalty: 2338.436035
	Iteration 11Q: 3 clusters Score -134127.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134135.187500 Penalty: 2338.436035
	Iteration 12Q: 3 clusters Score -134135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134143.109375 Penalty: 2338.436035
	Iteration 13Q: 3 clusters Score -134143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134146.421875 Penalty: 2338.436035
	Iteration 14Q: 3 clusters Score -134146.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -134149.562500 Penalty: 2338.436035
	Iteration 15Q: 3 clusters Score -134149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -134150.000000 Penalty: 2338.436035
	Iteration 16Q: 3 clusters Score -134150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -134150.843750 Penalty: 2338.436035
	Iteration 17Q: 3 clusters Score -134150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -134151.796875 Penalty: 2338.436035
	Iteration 18Q: 3 clusters Score -134151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134153.453125 Penalty: 2338.436035
	Iteration 19Q: 3 clusters Score -134153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134155.359375 Penalty: 2338.436035
	Iteration 20F: 3 clusters Score -134155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134155.531250 Penalty: 2338.436035
	Iteration 21Q: 3 clusters Score -134155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134155.531250 Penalty: 2338.436035
	Iteration 22F: 3 clusters Score -134155.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Entering Unmasked Estep 
Score: -3050386.250000 Penalty: 1663.417847
	Iteration 0F: 2 clusters Score -3050386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3031541.000000 Penalty: 3326.835693
	Iteration 0F: 3 clusters Score -3031541 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3038499.500000 Penalty: 3326.835693
	Iteration 1F: 3 clusters Score -3038500 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3038785.250000 Penalty: 3326.835693
	Iteration 2Q: 3 clusters Score -3038785 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3039098.250000 Penalty: 3326.835693
	Iteration 3Q: 3 clusters Score -3039098 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3039424.750000 Penalty: 3326.835693
	Iteration 4Q: 3 clusters Score -3039425 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -3039924.500000 Penalty: 3326.835693
	Iteration 5Q: 3 clusters Score -3039924 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -3040709.500000 Penalty: 3326.835693
	Iteration 6F: 3 clusters Score -3040710 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3041953.000000 Penalty: 3326.835693
	Iteration 7F: 3 clusters Score -3041953 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3043680.250000 Penalty: 3326.835693
	Iteration 8F: 3 clusters Score -3043680 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3045653.000000 Penalty: 3326.835693
	Iteration 9F: 3 clusters Score -3045653 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3047264.250000 Penalty: 3326.835693
	Iteration 10F: 3 clusters Score -3047264 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3048107.250000 Penalty: 3326.835693
	Iteration 11Q: 3 clusters Score -3048107 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3048505.750000 Penalty: 3326.835693
	Iteration 12Q: 3 clusters Score -3048506 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3048696.500000 Penalty: 3326.835693
	Iteration 13Q: 3 clusters Score -3048696 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3048808.500000 Penalty: 3326.835693
	Iteration 14Q: 3 clusters Score -3048808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -3048869.500000 Penalty: 3326.835693
	Iteration 15Q: 3 clusters Score -3048870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3048910.250000 Penalty: 3326.835693
	Iteration 16Q: 3 clusters Score -3048910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3048939.750000 Penalty: 3326.835693
	Iteration 17Q: 3 clusters Score -3048940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3048965.250000 Penalty: 3326.835693
	Iteration 18Q: 3 clusters Score -3048965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3048968.750000 Penalty: 3326.835693
	Iteration 19Q: 3 clusters Score -3048969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3048975.500000 Penalty: 3326.835693
	Iteration 20F: 3 clusters Score -3048976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3048981.750000 Penalty: 3326.835693
	Iteration 21Q: 3 clusters Score -3048982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3048984.750000 Penalty: 3326.835693
	Iteration 22Q: 3 clusters Score -3048985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3048995.000000 Penalty: 3326.835693
	Iteration 23Q: 3 clusters Score -3048995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3049003.500000 Penalty: 3326.835693
	Iteration 24Q: 3 clusters Score -3049004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3049021.250000 Penalty: 3326.835693
	Iteration 25Q: 3 clusters Score -3049021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3049026.500000 Penalty: 3326.835693
	Iteration 26Q: 3 clusters Score -3049026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3049033.750000 Penalty: 3326.835693
	Iteration 27Q: 3 clusters Score -3049034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3049032.750000 Penalty: 3326.835693
	Iteration 28Q: 3 clusters Score -3049033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3049031.250000 Penalty: 3326.835693
	Iteration 29Q: 3 clusters Score -3049031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3049031.250000 Penalty: 3326.835693
	Iteration 30F: 3 clusters Score -3049031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Entering Unmasked Estep 
Score: -962424.187500 Penalty: 1480.603027
	Iteration 0F: 2 clusters Score -962424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -955832.562500 Penalty: 2961.206055
	Iteration 0F: 3 clusters Score -955832.6 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -958111.500000 Penalty: 2961.206055
	Iteration 1F: 3 clusters Score -958111.5 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -958556.250000 Penalty: 2961.206055
	Iteration 2F: 3 clusters Score -958556.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -958929.687500 Penalty: 2961.206055
	Iteration 3F: 3 clusters Score -958929.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -959264.500000 Penalty: 2961.206055
	Iteration 4F: 3 clusters Score -959264.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -959566.062500 Penalty: 2961.206055
	Iteration 5F: 3 clusters Score -959566.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -959757.062500 Penalty: 2961.206055
	Iteration 6Q: 3 clusters Score -959757.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -959914.687500 Penalty: 2961.206055
	Iteration 7Q: 3 clusters Score -959914.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -960060.312500 Penalty: 2961.206055
	Iteration 8Q: 3 clusters Score -960060.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -960202.187500 Penalty: 2961.206055
	Iteration 9Q: 3 clusters Score -960202.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -960353.625000 Penalty: 2961.206055
	Iteration 10Q: 3 clusters Score -960353.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -960525.875000 Penalty: 2961.206055
	Iteration 11Q: 3 clusters Score -960525.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -960698.062500 Penalty: 2961.206055
	Iteration 12Q: 3 clusters Score -960698.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -960870.750000 Penalty: 2961.206055
	Iteration 13Q: 3 clusters Score -960870.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -961071.687500 Penalty: 2961.206055
	Iteration 14Q: 3 clusters Score -961071.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -961282.000000 Penalty: 2961.206055
	Iteration 15Q: 3 clusters Score -961282 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -961439.937500 Penalty: 2961.206055
	Iteration 16Q: 3 clusters Score -961439.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -961554.812500 Penalty: 2961.206055
	Iteration 17Q: 3 clusters Score -961554.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -961649.687500 Penalty: 2961.206055
	Iteration 18Q: 3 clusters Score -961649.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -961721.125000 Penalty: 2961.206055
	Iteration 19Q: 3 clusters Score -961721.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -961791.937500 Penalty: 2961.206055
	Iteration 20F: 3 clusters Score -961791.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -961844.187500 Penalty: 2961.206055
	Iteration 21Q: 3 clusters Score -961844.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -961887.562500 Penalty: 2961.206055
	Iteration 22Q: 3 clusters Score -961887.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -961927.625000 Penalty: 2961.206055
	Iteration 23Q: 3 clusters Score -961927.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -961958.125000 Penalty: 2961.206055
	Iteration 24Q: 3 clusters Score -961958.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -961980.875000 Penalty: 2961.206055
	Iteration 25Q: 3 clusters Score -961980.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -961991.875000 Penalty: 2961.206055
	Iteration 26Q: 3 clusters Score -961991.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -961996.062500 Penalty: 2961.206055
	Iteration 27Q: 3 clusters Score -961996.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -961999.937500 Penalty: 2961.206055
	Iteration 28Q: 3 clusters Score -961999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -962004.812500 Penalty: 2961.206055
	Iteration 29Q: 3 clusters Score -962004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -962006.187500 Penalty: 2961.206055
	Iteration 30Q: 3 clusters Score -962006.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -962010.312500 Penalty: 2961.206055
	Iteration 31Q: 3 clusters Score -962010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -962011.687500 Penalty: 2961.206055
	Iteration 32Q: 3 clusters Score -962011.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -962009.562500 Penalty: 2961.206055
	Iteration 33Q: 3 clusters Score -962009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -962009.187500 Penalty: 2961.206055
	Iteration 34Q: 3 clusters Score -962009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -962010.875000 Penalty: 2961.206055
	Iteration 35Q: 3 clusters Score -962010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -962010.187500 Penalty: 2961.206055
	Iteration 36Q: 3 clusters Score -962010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -962010.375000 Penalty: 2961.206055
	Iteration 37Q: 3 clusters Score -962010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -962011.125000 Penalty: 2961.206055
	Iteration 38Q: 3 clusters Score -962011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -962011.625000 Penalty: 2961.206055
	Iteration 39Q: 3 clusters Score -962011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -962010.500000 Penalty: 2961.206055
	Iteration 40F: 3 clusters Score -962010.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Entering Unmasked Estep 
Score: -1337823.625000 Penalty: 1532.316040
	Iteration 0F: 2 clusters Score -1337824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1329135.625000 Penalty: 3064.632080
	Iteration 0F: 3 clusters Score -1329136 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1332066.500000 Penalty: 3064.632080
	Iteration 1F: 3 clusters Score -1332066 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1332373.875000 Penalty: 3064.632080
	Iteration 2F: 3 clusters Score -1332374 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1332649.750000 Penalty: 3064.632080
	Iteration 3F: 3 clusters Score -1332650 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1332996.500000 Penalty: 3064.632080
	Iteration 4Q: 3 clusters Score -1332996 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1333534.750000 Penalty: 3064.632080
	Iteration 5F: 3 clusters Score -1333535 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1334247.625000 Penalty: 3064.632080
	Iteration 6F: 3 clusters Score -1334248 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1334986.875000 Penalty: 3064.632080
	Iteration 7F: 3 clusters Score -1334987 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1335567.875000 Penalty: 3064.632080
	Iteration 8F: 3 clusters Score -1335568 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1336021.500000 Penalty: 3064.632080
	Iteration 9F: 3 clusters Score -1336022 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1336344.125000 Penalty: 3064.632080
	Iteration 10Q: 3 clusters Score -1336344 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1336546.125000 Penalty: 3064.632080
	Iteration 11Q: 3 clusters Score -1336546 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1336689.625000 Penalty: 3064.632080
	Iteration 12Q: 3 clusters Score -1336690 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1336785.500000 Penalty: 3064.632080
	Iteration 13Q: 3 clusters Score -1336786 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1336853.875000 Penalty: 3064.632080
	Iteration 14Q: 3 clusters Score -1336854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1336904.000000 Penalty: 3064.632080
	Iteration 15Q: 3 clusters Score -1336904 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1336961.375000 Penalty: 3064.632080
	Iteration 16Q: 3 clusters Score -1336961 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1337024.125000 Penalty: 3064.632080
	Iteration 17Q: 3 clusters Score -1337024 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1337075.375000 Penalty: 3064.632080
	Iteration 18Q: 3 clusters Score -1337075 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1337127.250000 Penalty: 3064.632080
	Iteration 19Q: 3 clusters Score -1337127 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1337169.125000 Penalty: 3064.632080
	Iteration 20F: 3 clusters Score -1337169 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1337198.375000 Penalty: 3064.632080
	Iteration 21Q: 3 clusters Score -1337198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1337221.625000 Penalty: 3064.632080
	Iteration 22Q: 3 clusters Score -1337222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1337251.250000 Penalty: 3064.632080
	Iteration 23Q: 3 clusters Score -1337251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1337270.875000 Penalty: 3064.632080
	Iteration 24Q: 3 clusters Score -1337271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1337278.125000 Penalty: 3064.632080
	Iteration 25Q: 3 clusters Score -1337278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1337289.250000 Penalty: 3064.632080
	Iteration 26Q: 3 clusters Score -1337289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1337294.500000 Penalty: 3064.632080
	Iteration 27Q: 3 clusters Score -1337294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1337300.625000 Penalty: 3064.632080
	Iteration 28Q: 3 clusters Score -1337301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1337304.750000 Penalty: 3064.632080
	Iteration 29Q: 3 clusters Score -1337305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1337306.000000 Penalty: 3064.632080
	Iteration 30Q: 3 clusters Score -1337306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1337309.500000 Penalty: 3064.632080
	Iteration 31Q: 3 clusters Score -1337310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1337312.125000 Penalty: 3064.632080
	Iteration 32Q: 3 clusters Score -1337312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1337316.500000 Penalty: 3064.632080
	Iteration 33Q: 3 clusters Score -1337316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1337323.250000 Penalty: 3064.632080
	Iteration 34Q: 3 clusters Score -1337323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1337322.625000 Penalty: 3064.632080
	Iteration 35Q: 3 clusters Score -1337323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1337327.125000 Penalty: 3064.632080
	Iteration 36Q: 3 clusters Score -1337327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1337331.250000 Penalty: 3064.632080
	Iteration 37Q: 3 clusters Score -1337331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1337333.000000 Penalty: 3064.632080
	Iteration 38Q: 3 clusters Score -1337333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1337331.500000 Penalty: 3064.632080
	Iteration 39Q: 3 clusters Score -1337332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1337334.125000 Penalty: 3064.632080
	Iteration 40F: 3 clusters Score -1337334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1337337.750000 Penalty: 3064.632080
	Iteration 41Q: 3 clusters Score -1337338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1337339.000000 Penalty: 3064.632080
	Iteration 42Q: 3 clusters Score -1337339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1337338.500000 Penalty: 3064.632080
	Iteration 43Q: 3 clusters Score -1337338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1337337.875000 Penalty: 3064.632080
	Iteration 44Q: 3 clusters Score -1337338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1337339.250000 Penalty: 3064.632080
	Iteration 45Q: 3 clusters Score -1337339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1337339.625000 Penalty: 3064.632080
	Iteration 46Q: 3 clusters Score -1337340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1337339.875000 Penalty: 3064.632080
	Iteration 47Q: 3 clusters Score -1337340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1337343.250000 Penalty: 3064.632080
	Iteration 48Q: 3 clusters Score -1337343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1337347.250000 Penalty: 3064.632080
	Iteration 49Q: 3 clusters Score -1337347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1337350.500000 Penalty: 3064.632080
	Iteration 50Q: 3 clusters Score -1337350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1337353.250000 Penalty: 3064.632080
	Iteration 51Q: 3 clusters Score -1337353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1337360.000000 Penalty: 3064.632080
	Iteration 52Q: 3 clusters Score -1337360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1337363.375000 Penalty: 3064.632080
	Iteration 53Q: 3 clusters Score -1337363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1337367.875000 Penalty: 3064.632080
	Iteration 54Q: 3 clusters Score -1337368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1337368.625000 Penalty: 3064.632080
	Iteration 55Q: 3 clusters Score -1337369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1337373.000000 Penalty: 3064.632080
	Iteration 56Q: 3 clusters Score -1337373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1337373.000000 Penalty: 3064.632080
	Iteration 57Q: 3 clusters Score -1337373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1337377.625000 Penalty: 3064.632080
	Iteration 58Q: 3 clusters Score -1337378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1337376.500000 Penalty: 3064.632080
	Iteration 59Q: 3 clusters Score -1337376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1337376.125000 Penalty: 3064.632080
	Iteration 60F: 3 clusters Score -1337376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1337377.250000 Penalty: 3064.632080
	Iteration 61Q: 3 clusters Score -1337377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1337380.625000 Penalty: 3064.632080
	Iteration 62Q: 3 clusters Score -1337381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1337381.625000 Penalty: 3064.632080
	Iteration 63Q: 3 clusters Score -1337382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1337382.875000 Penalty: 3064.632080
	Iteration 64Q: 3 clusters Score -1337383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1337382.875000 Penalty: 3064.632080
	Iteration 65Q: 3 clusters Score -1337383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1337385.375000 Penalty: 3064.632080
	Iteration 66Q: 3 clusters Score -1337385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1337382.875000 Penalty: 3064.632080
	Iteration 67Q: 3 clusters Score -1337383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1337382.375000 Penalty: 3064.632080
	Iteration 68Q: 3 clusters Score -1337382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1337384.125000 Penalty: 3064.632080
	Iteration 69Q: 3 clusters Score -1337384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1337383.625000 Penalty: 3064.632080
	Iteration 70Q: 3 clusters Score -1337384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1337385.750000 Penalty: 3064.632080
	Iteration 71Q: 3 clusters Score -1337386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1337385.000000 Penalty: 3064.632080
	Iteration 72Q: 3 clusters Score -1337385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1337388.125000 Penalty: 3064.632080
	Iteration 73Q: 3 clusters Score -1337388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1337389.500000 Penalty: 3064.632080
	Iteration 74Q: 3 clusters Score -1337390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1337390.625000 Penalty: 3064.632080
	Iteration 75Q: 3 clusters Score -1337391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1337391.875000 Penalty: 3064.632080
	Iteration 76Q: 3 clusters Score -1337392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1337393.375000 Penalty: 3064.632080
	Iteration 77Q: 3 clusters Score -1337393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1337390.625000 Penalty: 3064.632080
	Iteration 78Q: 3 clusters Score -1337391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1337395.375000 Penalty: 3064.632080
	Iteration 79Q: 3 clusters Score -1337395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1337400.250000 Penalty: 3064.632080
	Iteration 80F: 3 clusters Score -1337400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1337398.500000 Penalty: 3064.632080
	Iteration 81Q: 3 clusters Score -1337398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1337398.000000 Penalty: 3064.632080
	Iteration 82Q: 3 clusters Score -1337398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1337397.875000 Penalty: 3064.632080
	Iteration 83Q: 3 clusters Score -1337398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1337400.250000 Penalty: 3064.632080
	Iteration 84Q: 3 clusters Score -1337400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1337400.250000 Penalty: 3064.632080
	Iteration 85Q: 3 clusters Score -1337400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1337402.625000 Penalty: 3064.632080
	Iteration 86Q: 3 clusters Score -1337403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1337401.750000 Penalty: 3064.632080
	Iteration 87Q: 3 clusters Score -1337402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1337402.500000 Penalty: 3064.632080
	Iteration 88Q: 3 clusters Score -1337402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1337402.875000 Penalty: 3064.632080
	Iteration 89Q: 3 clusters Score -1337403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1337403.250000 Penalty: 3064.632080
	Iteration 90Q: 3 clusters Score -1337403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1337405.500000 Penalty: 3064.632080
	Iteration 91Q: 3 clusters Score -1337406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1337404.500000 Penalty: 3064.632080
	Iteration 92Q: 3 clusters Score -1337404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1337404.250000 Penalty: 3064.632080
	Iteration 93Q: 3 clusters Score -1337404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1337406.625000 Penalty: 3064.632080
	Iteration 94Q: 3 clusters Score -1337407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1337405.625000 Penalty: 3064.632080
	Iteration 95Q: 3 clusters Score -1337406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1337405.625000 Penalty: 3064.632080
	Iteration 96F: 3 clusters Score -1337406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -42204.425781 Penalty: 976.032410
	Iteration 0F: 2 clusters Score -42204.43 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 194 members 
Entering Unmasked Estep 
Score: -41272.515625 Penalty: 1952.064819
	Iteration 0F: 3 clusters Score -41272.52 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41728.050781 Penalty: 1952.064819
	Iteration 1F: 3 clusters Score -41728.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41880.769531 Penalty: 1952.064819
	Iteration 2F: 3 clusters Score -41880.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42026.359375 Penalty: 1952.064819
	Iteration 3F: 3 clusters Score -42026.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42123.945312 Penalty: 1952.064819
	Iteration 4Q: 3 clusters Score -42123.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42170.183594 Penalty: 1952.064819
	Iteration 5Q: 3 clusters Score -42170.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42230.796875 Penalty: 1952.064819
	Iteration 6Q: 3 clusters Score -42230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42261.000000 Penalty: 1952.064819
	Iteration 7Q: 3 clusters Score -42261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42283.851562 Penalty: 1952.064819
	Iteration 8Q: 3 clusters Score -42283.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42297.375000 Penalty: 1952.064819
	Iteration 9Q: 3 clusters Score -42297.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42301.750000 Penalty: 1952.064819
	Iteration 10Q: 3 clusters Score -42301.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42307.015625 Penalty: 1952.064819
	Iteration 11Q: 3 clusters Score -42307.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42307.015625 Penalty: 1952.064819
	Iteration 12F: 3 clusters Score -42307.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11667 members 
Mstep: Class 3 contains 18664 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 27901 members 
Mstep: Class 7 contains 9058 members 
Mstep: Class 8 contains 12452 members 
Mstep: Class 9 contains 276 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 11661 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8434 members 
Mstep: Class 14 contains 15138 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 72802 members 
Mstep: Class 17 contains 130 members 
Mstep: Class 18 contains 157206 members 
Mstep: Class 19 contains 17778 members 
Entering Unmasked Estep 
Score: -41699924.000000 Penalty: 39716.023438
Splitting cluster 9 changes total score from -41701064.000000 to -41699924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Entering Unmasked Estep 
Score: -497775.000000 Penalty: 1366.922852
	Iteration 0F: 2 clusters Score -497775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -494090.562500 Penalty: 2733.845703
	Iteration 0F: 3 clusters Score -494090.6 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -495010.875000 Penalty: 2733.845703
	Iteration 1F: 3 clusters Score -495010.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -495151.656250 Penalty: 2733.845703
	Iteration 2F: 3 clusters Score -495151.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -495248.875000 Penalty: 2733.845703
	Iteration 3Q: 3 clusters Score -495248.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -495324.843750 Penalty: 2733.845703
	Iteration 4Q: 3 clusters Score -495324.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -495383.625000 Penalty: 2733.845703
	Iteration 5Q: 3 clusters Score -495383.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -495445.968750 Penalty: 2733.845703
	Iteration 6Q: 3 clusters Score -495446 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -495501.531250 Penalty: 2733.845703
	Iteration 7Q: 3 clusters Score -495501.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -495556.718750 Penalty: 2733.845703
	Iteration 8Q: 3 clusters Score -495556.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -495614.468750 Penalty: 2733.845703
	Iteration 9Q: 3 clusters Score -495614.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -495681.656250 Penalty: 2733.845703
	Iteration 10Q: 3 clusters Score -495681.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -495744.687500 Penalty: 2733.845703
	Iteration 11Q: 3 clusters Score -495744.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -495812.593750 Penalty: 2733.845703
	Iteration 12Q: 3 clusters Score -495812.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -495876.375000 Penalty: 2733.845703
	Iteration 13Q: 3 clusters Score -495876.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -495936.437500 Penalty: 2733.845703
	Iteration 14Q: 3 clusters Score -495936.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -495999.093750 Penalty: 2733.845703
	Iteration 15Q: 3 clusters Score -495999.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -496055.468750 Penalty: 2733.845703
	Iteration 16Q: 3 clusters Score -496055.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -496096.531250 Penalty: 2733.845703
	Iteration 17Q: 3 clusters Score -496096.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -496136.781250 Penalty: 2733.845703
	Iteration 18Q: 3 clusters Score -496136.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -496177.937500 Penalty: 2733.845703
	Iteration 19Q: 3 clusters Score -496177.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -496221.031250 Penalty: 2733.845703
	Iteration 20F: 3 clusters Score -496221 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -496268.500000 Penalty: 2733.845703
	Iteration 21Q: 3 clusters Score -496268.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -496300.406250 Penalty: 2733.845703
	Iteration 22Q: 3 clusters Score -496300.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -496331.343750 Penalty: 2733.845703
	Iteration 23Q: 3 clusters Score -496331.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -496351.375000 Penalty: 2733.845703
	Iteration 24Q: 3 clusters Score -496351.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -496370.531250 Penalty: 2733.845703
	Iteration 25Q: 3 clusters Score -496370.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -496391.218750 Penalty: 2733.845703
	Iteration 26Q: 3 clusters Score -496391.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -496407.687500 Penalty: 2733.845703
	Iteration 27Q: 3 clusters Score -496407.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -496420.593750 Penalty: 2733.845703
	Iteration 28Q: 3 clusters Score -496420.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -496433.125000 Penalty: 2733.845703
	Iteration 29Q: 3 clusters Score -496433.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -496445.062500 Penalty: 2733.845703
	Iteration 30Q: 3 clusters Score -496445.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -496459.218750 Penalty: 2733.845703
	Iteration 31Q: 3 clusters Score -496459.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -496473.281250 Penalty: 2733.845703
	Iteration 32Q: 3 clusters Score -496473.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -496486.531250 Penalty: 2733.845703
	Iteration 33Q: 3 clusters Score -496486.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -496495.375000 Penalty: 2733.845703
	Iteration 34Q: 3 clusters Score -496495.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -496512.750000 Penalty: 2733.845703
	Iteration 35Q: 3 clusters Score -496512.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -496528.593750 Penalty: 2733.845703
	Iteration 36Q: 3 clusters Score -496528.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -496545.625000 Penalty: 2733.845703
	Iteration 37Q: 3 clusters Score -496545.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -496559.156250 Penalty: 2733.845703
	Iteration 38Q: 3 clusters Score -496559.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -496570.843750 Penalty: 2733.845703
	Iteration 39Q: 3 clusters Score -496570.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -496581.125000 Penalty: 2733.845703
	Iteration 40F: 3 clusters Score -496581.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -496587.406250 Penalty: 2733.845703
	Iteration 41Q: 3 clusters Score -496587.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -496592.593750 Penalty: 2733.845703
	Iteration 42Q: 3 clusters Score -496592.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -496597.156250 Penalty: 2733.845703
	Iteration 43Q: 3 clusters Score -496597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -496600.218750 Penalty: 2733.845703
	Iteration 44Q: 3 clusters Score -496600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -496604.281250 Penalty: 2733.845703
	Iteration 45Q: 3 clusters Score -496604.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -496607.656250 Penalty: 2733.845703
	Iteration 46Q: 3 clusters Score -496607.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -496611.437500 Penalty: 2733.845703
	Iteration 47Q: 3 clusters Score -496611.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -496614.343750 Penalty: 2733.845703
	Iteration 48Q: 3 clusters Score -496614.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -496617.062500 Penalty: 2733.845703
	Iteration 49Q: 3 clusters Score -496617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -496620.093750 Penalty: 2733.845703
	Iteration 50Q: 3 clusters Score -496620.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -496624.843750 Penalty: 2733.845703
	Iteration 51Q: 3 clusters Score -496624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -496627.250000 Penalty: 2733.845703
	Iteration 52Q: 3 clusters Score -496627.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -496631.687500 Penalty: 2733.845703
	Iteration 53Q: 3 clusters Score -496631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -496634.468750 Penalty: 2733.845703
	Iteration 54Q: 3 clusters Score -496634.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -496642.000000 Penalty: 2733.845703
	Iteration 55Q: 3 clusters Score -496642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -496643.500000 Penalty: 2733.845703
	Iteration 56Q: 3 clusters Score -496643.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -496645.250000 Penalty: 2733.845703
	Iteration 57Q: 3 clusters Score -496645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -496647.562500 Penalty: 2733.845703
	Iteration 58Q: 3 clusters Score -496647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -496651.468750 Penalty: 2733.845703
	Iteration 59Q: 3 clusters Score -496651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -496651.125000 Penalty: 2733.845703
	Iteration 60F: 3 clusters Score -496651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -496650.812500 Penalty: 2733.845703
	Iteration 61Q: 3 clusters Score -496650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -496651.281250 Penalty: 2733.845703
	Iteration 62Q: 3 clusters Score -496651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -496652.156250 Penalty: 2733.845703
	Iteration 63Q: 3 clusters Score -496652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -496652.156250 Penalty: 2733.845703
	Iteration 64F: 3 clusters Score -496652.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Entering Unmasked Estep 
Score: -1310577.375000 Penalty: 1521.650879
	Iteration 0F: 2 clusters Score -1310577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1302365.375000 Penalty: 3043.301758
	Iteration 0F: 3 clusters Score -1302365 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1305115.000000 Penalty: 3043.301758
	Iteration 1F: 3 clusters Score -1305115 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1305365.375000 Penalty: 3043.301758
	Iteration 2F: 3 clusters Score -1305365 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1305595.375000 Penalty: 3043.301758
	Iteration 3Q: 3 clusters Score -1305595 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1305847.000000 Penalty: 3043.301758
	Iteration 4Q: 3 clusters Score -1305847 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1306158.250000 Penalty: 3043.301758
	Iteration 5Q: 3 clusters Score -1306158 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1306530.250000 Penalty: 3043.301758
	Iteration 6F: 3 clusters Score -1306530 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1307031.375000 Penalty: 3043.301758
	Iteration 7F: 3 clusters Score -1307031 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1307602.250000 Penalty: 3043.301758
	Iteration 8F: 3 clusters Score -1307602 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1308170.000000 Penalty: 3043.301758
	Iteration 9F: 3 clusters Score -1308170 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1308647.125000 Penalty: 3043.301758
	Iteration 10Q: 3 clusters Score -1308647 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1308998.375000 Penalty: 3043.301758
	Iteration 11Q: 3 clusters Score -1308998 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1309243.875000 Penalty: 3043.301758
	Iteration 12Q: 3 clusters Score -1309244 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1309412.000000 Penalty: 3043.301758
	Iteration 13Q: 3 clusters Score -1309412 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1309529.625000 Penalty: 3043.301758
	Iteration 14Q: 3 clusters Score -1309530 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1309618.125000 Penalty: 3043.301758
	Iteration 15Q: 3 clusters Score -1309618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1309698.375000 Penalty: 3043.301758
	Iteration 16Q: 3 clusters Score -1309698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1309749.125000 Penalty: 3043.301758
	Iteration 17Q: 3 clusters Score -1309749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1309781.625000 Penalty: 3043.301758
	Iteration 18Q: 3 clusters Score -1309782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1309803.625000 Penalty: 3043.301758
	Iteration 19Q: 3 clusters Score -1309804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1309813.750000 Penalty: 3043.301758
	Iteration 20F: 3 clusters Score -1309814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1309823.250000 Penalty: 3043.301758
	Iteration 21Q: 3 clusters Score -1309823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1309840.500000 Penalty: 3043.301758
	Iteration 22Q: 3 clusters Score -1309840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1309854.125000 Penalty: 3043.301758
	Iteration 23Q: 3 clusters Score -1309854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1309860.875000 Penalty: 3043.301758
	Iteration 24Q: 3 clusters Score -1309861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1309865.875000 Penalty: 3043.301758
	Iteration 25Q: 3 clusters Score -1309866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1309868.000000 Penalty: 3043.301758
	Iteration 26Q: 3 clusters Score -1309868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1309870.375000 Penalty: 3043.301758
	Iteration 27Q: 3 clusters Score -1309870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1309874.500000 Penalty: 3043.301758
	Iteration 28Q: 3 clusters Score -1309874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1309877.500000 Penalty: 3043.301758
	Iteration 29Q: 3 clusters Score -1309878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1309881.000000 Penalty: 3043.301758
	Iteration 30Q: 3 clusters Score -1309881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1309882.625000 Penalty: 3043.301758
	Iteration 31Q: 3 clusters Score -1309883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1309891.875000 Penalty: 3043.301758
	Iteration 32Q: 3 clusters Score -1309892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1309894.000000 Penalty: 3043.301758
	Iteration 33Q: 3 clusters Score -1309894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1309897.500000 Penalty: 3043.301758
	Iteration 34Q: 3 clusters Score -1309898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1309898.625000 Penalty: 3043.301758
	Iteration 35Q: 3 clusters Score -1309899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1309899.625000 Penalty: 3043.301758
	Iteration 36Q: 3 clusters Score -1309900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1309900.875000 Penalty: 3043.301758
	Iteration 37Q: 3 clusters Score -1309901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1309901.875000 Penalty: 3043.301758
	Iteration 38Q: 3 clusters Score -1309902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1309901.875000 Penalty: 3043.301758
	Iteration 39F: 3 clusters Score -1309902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -33606.394531 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -33606.39 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 189 members 
Entering Unmasked Estep 
Score: -32684.845703 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -32684.85 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32812.734375 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -32812.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32846.695312 Penalty: 1926.250977
	Iteration 2Q: 3 clusters Score -32846.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32858.335938 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -32858.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32863.253906 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -32863.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32865.531250 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -32865.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32866.363281 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -32866.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32869.476562 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -32869.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32882.742188 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -32882.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32892.847656 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -32892.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32896.554688 Penalty: 1926.250977
	Iteration 10Q: 3 clusters Score -32896.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32897.773438 Penalty: 1926.250977
	Iteration 11Q: 3 clusters Score -32897.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32897.773438 Penalty: 1926.250977
	Iteration 12F: 3 clusters Score -32897.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Entering Unmasked Estep 
Score: -935318.250000 Penalty: 1469.004272
	Iteration 0F: 2 clusters Score -935318.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -929213.437500 Penalty: 2938.008545
	Iteration 0F: 3 clusters Score -929213.4 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -931107.125000 Penalty: 2938.008545
	Iteration 1F: 3 clusters Score -931107.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -931502.937500 Penalty: 2938.008545
	Iteration 2F: 3 clusters Score -931502.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -931839.937500 Penalty: 2938.008545
	Iteration 3F: 3 clusters Score -931839.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -932151.187500 Penalty: 2938.008545
	Iteration 4F: 3 clusters Score -932151.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -932436.250000 Penalty: 2938.008545
	Iteration 5F: 3 clusters Score -932436.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -932684.312500 Penalty: 2938.008545
	Iteration 6Q: 3 clusters Score -932684.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -932922.375000 Penalty: 2938.008545
	Iteration 7Q: 3 clusters Score -932922.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -933136.437500 Penalty: 2938.008545
	Iteration 8Q: 3 clusters Score -933136.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -933332.375000 Penalty: 2938.008545
	Iteration 9Q: 3 clusters Score -933332.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -933491.375000 Penalty: 2938.008545
	Iteration 10Q: 3 clusters Score -933491.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -933597.125000 Penalty: 2938.008545
	Iteration 11Q: 3 clusters Score -933597.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -933675.250000 Penalty: 2938.008545
	Iteration 12Q: 3 clusters Score -933675.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -933773.125000 Penalty: 2938.008545
	Iteration 13Q: 3 clusters Score -933773.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -933855.687500 Penalty: 2938.008545
	Iteration 14Q: 3 clusters Score -933855.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -933916.750000 Penalty: 2938.008545
	Iteration 15Q: 3 clusters Score -933916.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -933959.187500 Penalty: 2938.008545
	Iteration 16Q: 3 clusters Score -933959.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -933995.687500 Penalty: 2938.008545
	Iteration 17Q: 3 clusters Score -933995.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -934025.500000 Penalty: 2938.008545
	Iteration 18Q: 3 clusters Score -934025.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -934046.187500 Penalty: 2938.008545
	Iteration 19Q: 3 clusters Score -934046.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -934061.312500 Penalty: 2938.008545
	Iteration 20F: 3 clusters Score -934061.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -934071.875000 Penalty: 2938.008545
	Iteration 21Q: 3 clusters Score -934071.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -934089.250000 Penalty: 2938.008545
	Iteration 22Q: 3 clusters Score -934089.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -934099.500000 Penalty: 2938.008545
	Iteration 23Q: 3 clusters Score -934099.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -934111.375000 Penalty: 2938.008545
	Iteration 24Q: 3 clusters Score -934111.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -934130.375000 Penalty: 2938.008545
	Iteration 25Q: 3 clusters Score -934130.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -934145.625000 Penalty: 2938.008545
	Iteration 26Q: 3 clusters Score -934145.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -934149.437500 Penalty: 2938.008545
	Iteration 27Q: 3 clusters Score -934149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -934152.187500 Penalty: 2938.008545
	Iteration 28Q: 3 clusters Score -934152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -934153.500000 Penalty: 2938.008545
	Iteration 29Q: 3 clusters Score -934153.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -934155.875000 Penalty: 2938.008545
	Iteration 30Q: 3 clusters Score -934155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -934157.000000 Penalty: 2938.008545
	Iteration 31Q: 3 clusters Score -934157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -934156.437500 Penalty: 2938.008545
	Iteration 32Q: 3 clusters Score -934156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -934157.375000 Penalty: 2938.008545
	Iteration 33Q: 3 clusters Score -934157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -934160.687500 Penalty: 2938.008545
	Iteration 34Q: 3 clusters Score -934160.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -934161.062500 Penalty: 2938.008545
	Iteration 35Q: 3 clusters Score -934161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -934160.625000 Penalty: 2938.008545
	Iteration 36Q: 3 clusters Score -934160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -934162.187500 Penalty: 2938.008545
	Iteration 37Q: 3 clusters Score -934162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -934162.437500 Penalty: 2938.008545
	Iteration 38Q: 3 clusters Score -934162.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -934164.375000 Penalty: 2938.008545
	Iteration 39Q: 3 clusters Score -934164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -934165.000000 Penalty: 2938.008545
	Iteration 40F: 3 clusters Score -934165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -934165.625000 Penalty: 2938.008545
	Iteration 41Q: 3 clusters Score -934165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -934167.875000 Penalty: 2938.008545
	Iteration 42Q: 3 clusters Score -934167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -934169.437500 Penalty: 2938.008545
	Iteration 43Q: 3 clusters Score -934169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -934169.187500 Penalty: 2938.008545
	Iteration 44Q: 3 clusters Score -934169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -934172.500000 Penalty: 2938.008545
	Iteration 45Q: 3 clusters Score -934172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -934176.000000 Penalty: 2938.008545
	Iteration 46Q: 3 clusters Score -934176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -934179.250000 Penalty: 2938.008545
	Iteration 47Q: 3 clusters Score -934179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -934178.875000 Penalty: 2938.008545
	Iteration 48Q: 3 clusters Score -934178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -934178.875000 Penalty: 2938.008545
	Iteration 49F: 3 clusters Score -934178.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Entering Unmasked Estep 
Score: -1693293.875000 Penalty: 1564.056641
	Iteration 0F: 2 clusters Score -1693294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1682686.000000 Penalty: 3128.113281
	Iteration 0F: 3 clusters Score -1682686 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1686546.500000 Penalty: 3128.113281
	Iteration 1F: 3 clusters Score -1686546 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1687018.250000 Penalty: 3128.113281
	Iteration 2F: 3 clusters Score -1687018 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1687607.750000 Penalty: 3128.113281
	Iteration 3F: 3 clusters Score -1687608 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1688339.500000 Penalty: 3128.113281
	Iteration 4F: 3 clusters Score -1688340 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1689141.375000 Penalty: 3128.113281
	Iteration 5F: 3 clusters Score -1689141 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1690073.625000 Penalty: 3128.113281
	Iteration 6F: 3 clusters Score -1690074 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1690884.375000 Penalty: 3128.113281
	Iteration 7F: 3 clusters Score -1690884 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1691467.500000 Penalty: 3128.113281
	Iteration 8F: 3 clusters Score -1691468 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1691906.125000 Penalty: 3128.113281
	Iteration 9Q: 3 clusters Score -1691906 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1692199.250000 Penalty: 3128.113281
	Iteration 10Q: 3 clusters Score -1692199 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1692400.250000 Penalty: 3128.113281
	Iteration 11Q: 3 clusters Score -1692400 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1692538.125000 Penalty: 3128.113281
	Iteration 12Q: 3 clusters Score -1692538 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1692643.000000 Penalty: 3128.113281
	Iteration 13Q: 3 clusters Score -1692643 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1692733.250000 Penalty: 3128.113281
	Iteration 14Q: 3 clusters Score -1692733 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1692823.500000 Penalty: 3128.113281
	Iteration 15Q: 3 clusters Score -1692824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1692909.125000 Penalty: 3128.113281
	Iteration 16Q: 3 clusters Score -1692909 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1693013.750000 Penalty: 3128.113281
	Iteration 17Q: 3 clusters Score -1693014 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1693096.750000 Penalty: 3128.113281
	Iteration 18Q: 3 clusters Score -1693097 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1693144.750000 Penalty: 3128.113281
	Iteration 19Q: 3 clusters Score -1693145 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1693185.500000 Penalty: 3128.113281
	Iteration 20F: 3 clusters Score -1693186 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1693209.375000 Penalty: 3128.113281
	Iteration 21Q: 3 clusters Score -1693209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1693238.625000 Penalty: 3128.113281
	Iteration 22Q: 3 clusters Score -1693239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1693253.000000 Penalty: 3128.113281
	Iteration 23Q: 3 clusters Score -1693253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1693263.375000 Penalty: 3128.113281
	Iteration 24Q: 3 clusters Score -1693263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1693273.500000 Penalty: 3128.113281
	Iteration 25Q: 3 clusters Score -1693274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1693282.125000 Penalty: 3128.113281
	Iteration 26Q: 3 clusters Score -1693282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1693297.000000 Penalty: 3128.113281
	Iteration 27Q: 3 clusters Score -1693297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1693295.250000 Penalty: 3128.113281
	Iteration 28Q: 3 clusters Score -1693295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1693301.250000 Penalty: 3128.113281
	Iteration 29Q: 3 clusters Score -1693301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1693308.875000 Penalty: 3128.113281
	Iteration 30Q: 3 clusters Score -1693309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1693309.250000 Penalty: 3128.113281
	Iteration 31Q: 3 clusters Score -1693309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1693309.625000 Penalty: 3128.113281
	Iteration 32Q: 3 clusters Score -1693310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1693312.500000 Penalty: 3128.113281
	Iteration 33Q: 3 clusters Score -1693312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1693307.000000 Penalty: 3128.113281
	Iteration 34Q: 3 clusters Score -1693307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1693306.500000 Penalty: 3128.113281
	Iteration 35Q: 3 clusters Score -1693306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1693307.875000 Penalty: 3128.113281
	Iteration 36Q: 3 clusters Score -1693308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1693307.000000 Penalty: 3128.113281
	Iteration 37Q: 3 clusters Score -1693307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1693306.500000 Penalty: 3128.113281
	Iteration 38Q: 3 clusters Score -1693306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1693306.500000 Penalty: 3128.113281
	Iteration 39F: 3 clusters Score -1693306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11667 members 
Mstep: Class 3 contains 18664 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 27901 members 
Mstep: Class 7 contains 9058 members 
Mstep: Class 8 contains 12452 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 11661 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8434 members 
Mstep: Class 14 contains 3152 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 72802 members 
Mstep: Class 17 contains 11986 members 
Mstep: Class 18 contains 157206 members 
Mstep: Class 19 contains 17778 members 
Entering Unmasked Estep 
Score: -41700376.000000 Penalty: 39716.023438
Splitting cluster 14 changes total score from -41701064.000000 to -41700376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Entering Unmasked Estep 
Score: -901898.500000 Penalty: 1467.260864
	Iteration 0F: 2 clusters Score -901898.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -895761.750000 Penalty: 2934.521729
	Iteration 0F: 3 clusters Score -895761.8 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -897829.375000 Penalty: 2934.521729
	Iteration 1F: 3 clusters Score -897829.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -898518.000000 Penalty: 2934.521729
	Iteration 2F: 3 clusters Score -898518 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -899290.437500 Penalty: 2934.521729
	Iteration 3F: 3 clusters Score -899290.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -900015.000000 Penalty: 2934.521729
	Iteration 4F: 3 clusters Score -900015 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -900597.187500 Penalty: 2934.521729
	Iteration 5F: 3 clusters Score -900597.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -900988.750000 Penalty: 2934.521729
	Iteration 6F: 3 clusters Score -900988.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -901223.875000 Penalty: 2934.521729
	Iteration 7Q: 3 clusters Score -901223.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -901355.500000 Penalty: 2934.521729
	Iteration 8Q: 3 clusters Score -901355.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -901422.375000 Penalty: 2934.521729
	Iteration 9Q: 3 clusters Score -901422.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -901471.625000 Penalty: 2934.521729
	Iteration 10Q: 3 clusters Score -901471.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -901504.875000 Penalty: 2934.521729
	Iteration 11Q: 3 clusters Score -901504.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -901530.937500 Penalty: 2934.521729
	Iteration 12Q: 3 clusters Score -901530.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -901560.000000 Penalty: 2934.521729
	Iteration 13Q: 3 clusters Score -901560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -901595.750000 Penalty: 2934.521729
	Iteration 14Q: 3 clusters Score -901595.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -901622.562500 Penalty: 2934.521729
	Iteration 15Q: 3 clusters Score -901622.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -901640.937500 Penalty: 2934.521729
	Iteration 16Q: 3 clusters Score -901640.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -901655.750000 Penalty: 2934.521729
	Iteration 17Q: 3 clusters Score -901655.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -901669.937500 Penalty: 2934.521729
	Iteration 18Q: 3 clusters Score -901669.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -901676.687500 Penalty: 2934.521729
	Iteration 19Q: 3 clusters Score -901676.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -901683.562500 Penalty: 2934.521729
	Iteration 20F: 3 clusters Score -901683.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -901691.562500 Penalty: 2934.521729
	Iteration 21Q: 3 clusters Score -901691.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -901700.625000 Penalty: 2934.521729
	Iteration 22Q: 3 clusters Score -901700.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -901708.750000 Penalty: 2934.521729
	Iteration 23Q: 3 clusters Score -901708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -901711.562500 Penalty: 2934.521729
	Iteration 24Q: 3 clusters Score -901711.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -901713.750000 Penalty: 2934.521729
	Iteration 25Q: 3 clusters Score -901713.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -901718.812500 Penalty: 2934.521729
	Iteration 26Q: 3 clusters Score -901718.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -901722.000000 Penalty: 2934.521729
	Iteration 27Q: 3 clusters Score -901722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -901722.375000 Penalty: 2934.521729
	Iteration 28Q: 3 clusters Score -901722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -901723.687500 Penalty: 2934.521729
	Iteration 29Q: 3 clusters Score -901723.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -901728.125000 Penalty: 2934.521729
	Iteration 30Q: 3 clusters Score -901728.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -901729.687500 Penalty: 2934.521729
	Iteration 31Q: 3 clusters Score -901729.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -901734.500000 Penalty: 2934.521729
	Iteration 32Q: 3 clusters Score -901734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -901738.500000 Penalty: 2934.521729
	Iteration 33Q: 3 clusters Score -901738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -901739.500000 Penalty: 2934.521729
	Iteration 34Q: 3 clusters Score -901739.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -901741.000000 Penalty: 2934.521729
	Iteration 35Q: 3 clusters Score -901741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -901745.812500 Penalty: 2934.521729
	Iteration 36Q: 3 clusters Score -901745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -901746.250000 Penalty: 2934.521729
	Iteration 37Q: 3 clusters Score -901746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -901746.187500 Penalty: 2934.521729
	Iteration 38Q: 3 clusters Score -901746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -901749.812500 Penalty: 2934.521729
	Iteration 39Q: 3 clusters Score -901749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -901754.187500 Penalty: 2934.521729
	Iteration 40F: 3 clusters Score -901754.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -901761.812500 Penalty: 2934.521729
	Iteration 41Q: 3 clusters Score -901761.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -901767.500000 Penalty: 2934.521729
	Iteration 42Q: 3 clusters Score -901767.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -901768.062500 Penalty: 2934.521729
	Iteration 43Q: 3 clusters Score -901768.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -901772.375000 Penalty: 2934.521729
	Iteration 44Q: 3 clusters Score -901772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -901773.437500 Penalty: 2934.521729
	Iteration 45Q: 3 clusters Score -901773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -901773.437500 Penalty: 2934.521729
	Iteration 46Q: 3 clusters Score -901773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -901773.437500 Penalty: 2934.521729
	Iteration 47F: 3 clusters Score -901773.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Entering Unmasked Estep 
Score: -8107495.000000 Penalty: 1819.268555
	Iteration 0F: 2 clusters Score -8107495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -8058794.500000 Penalty: 3638.537109
	Iteration 0F: 3 clusters Score -8058794 nChanged 34649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -8079008.500000 Penalty: 3638.537109
	Iteration 1F: 3 clusters Score -8079008 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -8079756.000000 Penalty: 3638.537109
	Iteration 2Q: 3 clusters Score -8079756 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -8080590.000000 Penalty: 3638.537109
	Iteration 3Q: 3 clusters Score -8080590 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -8081569.000000 Penalty: 3638.537109
	Iteration 4Q: 3 clusters Score -8081569 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -8082692.500000 Penalty: 3638.537109
	Iteration 5Q: 3 clusters Score -8082692 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -8084097.000000 Penalty: 3638.537109
	Iteration 6Q: 3 clusters Score -8084097 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -8086071.500000 Penalty: 3638.537109
	Iteration 7F: 3 clusters Score -8086072 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -8088691.000000 Penalty: 3638.537109
	Iteration 8F: 3 clusters Score -8088691 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -8091837.000000 Penalty: 3638.537109
	Iteration 9F: 3 clusters Score -8091837 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -8094646.500000 Penalty: 3638.537109
	Iteration 10F: 3 clusters Score -8094646 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -8096592.000000 Penalty: 3638.537109
	Iteration 11Q: 3 clusters Score -8096592 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -8097713.500000 Penalty: 3638.537109
	Iteration 12Q: 3 clusters Score -8097714 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -8098552.000000 Penalty: 3638.537109
	Iteration 13Q: 3 clusters Score -8098552 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -8099195.500000 Penalty: 3638.537109
	Iteration 14Q: 3 clusters Score -8099196 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -8099849.000000 Penalty: 3638.537109
	Iteration 15Q: 3 clusters Score -8099849 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -8100654.000000 Penalty: 3638.537109
	Iteration 16Q: 3 clusters Score -8100654 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -8101501.500000 Penalty: 3638.537109
	Iteration 17Q: 3 clusters Score -8101502 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -8102399.500000 Penalty: 3638.537109
	Iteration 18Q: 3 clusters Score -8102400 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -8103430.500000 Penalty: 3638.537109
	Iteration 19Q: 3 clusters Score -8103430 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -8104359.500000 Penalty: 3638.537109
	Iteration 20F: 3 clusters Score -8104360 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -8105100.000000 Penalty: 3638.537109
	Iteration 21Q: 3 clusters Score -8105100 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -8105487.000000 Penalty: 3638.537109
	Iteration 22Q: 3 clusters Score -8105487 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -8105726.000000 Penalty: 3638.537109
	Iteration 23Q: 3 clusters Score -8105726 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -8105865.500000 Penalty: 3638.537109
	Iteration 24Q: 3 clusters Score -8105866 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -8105919.500000 Penalty: 3638.537109
	Iteration 25Q: 3 clusters Score -8105920 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -8105998.500000 Penalty: 3638.537109
	Iteration 26Q: 3 clusters Score -8105998 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -8106029.500000 Penalty: 3638.537109
	Iteration 27Q: 3 clusters Score -8106030 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -8106054.000000 Penalty: 3638.537109
	Iteration 28Q: 3 clusters Score -8106054 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -8106049.000000 Penalty: 3638.537109
	Iteration 29Q: 3 clusters Score -8106049 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -8106063.000000 Penalty: 3638.537109
	Iteration 30Q: 3 clusters Score -8106063 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -8106067.000000 Penalty: 3638.537109
	Iteration 31Q: 3 clusters Score -8106067 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -8106078.000000 Penalty: 3638.537109
	Iteration 32Q: 3 clusters Score -8106078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -8106087.500000 Penalty: 3638.537109
	Iteration 33Q: 3 clusters Score -8106088 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -8106096.000000 Penalty: 3638.537109
	Iteration 34Q: 3 clusters Score -8106096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -8106112.500000 Penalty: 3638.537109
	Iteration 35Q: 3 clusters Score -8106112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -8106123.500000 Penalty: 3638.537109
	Iteration 36Q: 3 clusters Score -8106124 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -8106137.000000 Penalty: 3638.537109
	Iteration 37Q: 3 clusters Score -8106137 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -8106148.500000 Penalty: 3638.537109
	Iteration 38Q: 3 clusters Score -8106148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -8106155.500000 Penalty: 3638.537109
	Iteration 39Q: 3 clusters Score -8106156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -8106170.000000 Penalty: 3638.537109
	Iteration 40F: 3 clusters Score -8106170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -8106171.000000 Penalty: 3638.537109
	Iteration 41Q: 3 clusters Score -8106171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -8106163.000000 Penalty: 3638.537109
	Iteration 42Q: 3 clusters Score -8106163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -8106173.500000 Penalty: 3638.537109
	Iteration 43Q: 3 clusters Score -8106174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -8106175.000000 Penalty: 3638.537109
	Iteration 44Q: 3 clusters Score -8106175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -8106176.000000 Penalty: 3638.537109
	Iteration 45Q: 3 clusters Score -8106176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -8106169.500000 Penalty: 3638.537109
	Iteration 46Q: 3 clusters Score -8106170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -8106153.500000 Penalty: 3638.537109
	Iteration 47Q: 3 clusters Score -8106154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -8106175.000000 Penalty: 3638.537109
	Iteration 48Q: 3 clusters Score -8106175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -8106176.000000 Penalty: 3638.537109
	Iteration 49Q: 3 clusters Score -8106176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -8106181.500000 Penalty: 3638.537109
	Iteration 50Q: 3 clusters Score -8106182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -8106183.000000 Penalty: 3638.537109
	Iteration 51Q: 3 clusters Score -8106183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -8106179.000000 Penalty: 3638.537109
	Iteration 52Q: 3 clusters Score -8106179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -8106171.500000 Penalty: 3638.537109
	Iteration 53Q: 3 clusters Score -8106172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -8106176.500000 Penalty: 3638.537109
	Iteration 54Q: 3 clusters Score -8106176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -8106175.000000 Penalty: 3638.537109
	Iteration 55Q: 3 clusters Score -8106175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -8106170.500000 Penalty: 3638.537109
	Iteration 56Q: 3 clusters Score -8106170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -8106160.000000 Penalty: 3638.537109
	Iteration 57Q: 3 clusters Score -8106160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -8106162.000000 Penalty: 3638.537109
	Iteration 58Q: 3 clusters Score -8106162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -8106172.500000 Penalty: 3638.537109
	Iteration 59Q: 3 clusters Score -8106172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -8106178.000000 Penalty: 3638.537109
	Iteration 60F: 3 clusters Score -8106178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -8106181.000000 Penalty: 3638.537109
	Iteration 61Q: 3 clusters Score -8106181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -8106176.500000 Penalty: 3638.537109
	Iteration 62Q: 3 clusters Score -8106176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -8106179.000000 Penalty: 3638.537109
	Iteration 63Q: 3 clusters Score -8106179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -8106180.500000 Penalty: 3638.537109
	Iteration 64Q: 3 clusters Score -8106180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -8106187.500000 Penalty: 3638.537109
	Iteration 65Q: 3 clusters Score -8106188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -8106176.500000 Penalty: 3638.537109
	Iteration 66Q: 3 clusters Score -8106176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -8106179.000000 Penalty: 3638.537109
	Iteration 67Q: 3 clusters Score -8106179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -8106179.500000 Penalty: 3638.537109
	Iteration 68Q: 3 clusters Score -8106180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -8106180.500000 Penalty: 3638.537109
	Iteration 69Q: 3 clusters Score -8106180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -8106175.000000 Penalty: 3638.537109
	Iteration 70Q: 3 clusters Score -8106175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -8106177.500000 Penalty: 3638.537109
	Iteration 71Q: 3 clusters Score -8106178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -8106174.000000 Penalty: 3638.537109
	Iteration 72Q: 3 clusters Score -8106174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -8106175.500000 Penalty: 3638.537109
	Iteration 73Q: 3 clusters Score -8106176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -8106179.000000 Penalty: 3638.537109
	Iteration 74Q: 3 clusters Score -8106179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -8106161.500000 Penalty: 3638.537109
	Iteration 75Q: 3 clusters Score -8106162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -8106156.500000 Penalty: 3638.537109
	Iteration 76Q: 3 clusters Score -8106156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -8106162.500000 Penalty: 3638.537109
	Iteration 77Q: 3 clusters Score -8106162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -8106161.000000 Penalty: 3638.537109
	Iteration 78Q: 3 clusters Score -8106161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -8106164.500000 Penalty: 3638.537109
	Iteration 79Q: 3 clusters Score -8106164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -8106154.000000 Penalty: 3638.537109
	Iteration 80F: 3 clusters Score -8106154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -8106146.000000 Penalty: 3638.537109
	Iteration 81Q: 3 clusters Score -8106146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -8106158.000000 Penalty: 3638.537109
	Iteration 82Q: 3 clusters Score -8106158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -8106159.000000 Penalty: 3638.537109
	Iteration 83Q: 3 clusters Score -8106159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -8106153.500000 Penalty: 3638.537109
	Iteration 84Q: 3 clusters Score -8106154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -8106159.000000 Penalty: 3638.537109
	Iteration 85Q: 3 clusters Score -8106159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -8106157.500000 Penalty: 3638.537109
	Iteration 86Q: 3 clusters Score -8106158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -8106162.000000 Penalty: 3638.537109
	Iteration 87Q: 3 clusters Score -8106162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -8106166.500000 Penalty: 3638.537109
	Iteration 88Q: 3 clusters Score -8106166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -8106183.500000 Penalty: 3638.537109
	Iteration 89Q: 3 clusters Score -8106184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -8106179.000000 Penalty: 3638.537109
	Iteration 90Q: 3 clusters Score -8106179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -8106184.500000 Penalty: 3638.537109
	Iteration 91Q: 3 clusters Score -8106184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -8106176.500000 Penalty: 3638.537109
	Iteration 92Q: 3 clusters Score -8106176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -8106177.500000 Penalty: 3638.537109
	Iteration 93Q: 3 clusters Score -8106178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -8106177.000000 Penalty: 3638.537109
	Iteration 94Q: 3 clusters Score -8106177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -8106177.500000 Penalty: 3638.537109
	Iteration 95Q: 3 clusters Score -8106178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -8106176.500000 Penalty: 3638.537109
	Iteration 96Q: 3 clusters Score -8106176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -8106169.500000 Penalty: 3638.537109
	Iteration 97Q: 3 clusters Score -8106170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -8106166.000000 Penalty: 3638.537109
	Iteration 98Q: 3 clusters Score -8106166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -8106159.500000 Penalty: 3638.537109
	Iteration 99Q: 3 clusters Score -8106160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -8106169.500000 Penalty: 3638.537109
	Iteration 100F: 3 clusters Score -8106170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -8106172.500000 Penalty: 3638.537109
	Iteration 101Q: 3 clusters Score -8106172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -8106163.500000 Penalty: 3638.537109
	Iteration 102Q: 3 clusters Score -8106164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -8106167.500000 Penalty: 3638.537109
	Iteration 103Q: 3 clusters Score -8106168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -8106170.000000 Penalty: 3638.537109
	Iteration 104Q: 3 clusters Score -8106170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -8106168.000000 Penalty: 3638.537109
	Iteration 105Q: 3 clusters Score -8106168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -8106165.500000 Penalty: 3638.537109
	Iteration 106Q: 3 clusters Score -8106166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -8106162.500000 Penalty: 3638.537109
	Iteration 107Q: 3 clusters Score -8106162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -8106165.000000 Penalty: 3638.537109
	Iteration 108Q: 3 clusters Score -8106165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -8106164.000000 Penalty: 3638.537109
	Iteration 109Q: 3 clusters Score -8106164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -8106164.500000 Penalty: 3638.537109
	Iteration 110Q: 3 clusters Score -8106164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -8106164.000000 Penalty: 3638.537109
	Iteration 111Q: 3 clusters Score -8106164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -8106158.500000 Penalty: 3638.537109
	Iteration 112Q: 3 clusters Score -8106158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -8106164.500000 Penalty: 3638.537109
	Iteration 113Q: 3 clusters Score -8106164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -8106165.000000 Penalty: 3638.537109
	Iteration 114Q: 3 clusters Score -8106165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -8106166.500000 Penalty: 3638.537109
	Iteration 115Q: 3 clusters Score -8106166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -8106173.000000 Penalty: 3638.537109
	Iteration 116Q: 3 clusters Score -8106173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -8106171.000000 Penalty: 3638.537109
	Iteration 117Q: 3 clusters Score -8106171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -8106172.500000 Penalty: 3638.537109
	Iteration 118Q: 3 clusters Score -8106172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -8106171.500000 Penalty: 3638.537109
	Iteration 119Q: 3 clusters Score -8106172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -8106171.500000 Penalty: 3638.537109
	Iteration 120F: 3 clusters Score -8106172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (157206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Entering Unmasked Estep 
Score: -17307628.000000 Penalty: 1944.363159
	Iteration 0F: 2 clusters Score -1.730763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -17215350.000000 Penalty: 3888.726318
	Iteration 0F: 3 clusters Score -1.721535e+07 nChanged 75862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -17260298.000000 Penalty: 3888.726318
	Iteration 1F: 3 clusters Score -1.72603e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -17261716.000000 Penalty: 3888.726318
	Iteration 2Q: 3 clusters Score -1.726172e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -17264120.000000 Penalty: 3888.726318
	Iteration 3Q: 3 clusters Score -1.726412e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 104742 members 
Entering Unmasked Estep 
Score: -17268234.000000 Penalty: 3888.726318
	Iteration 4F: 3 clusters Score -1.726823e+07 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 116466 members 
Entering Unmasked Estep 
Score: -17274902.000000 Penalty: 3888.726318
	Iteration 5F: 3 clusters Score -1.72749e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 129242 members 
Entering Unmasked Estep 
Score: -17283660.000000 Penalty: 3888.726318
	Iteration 6F: 3 clusters Score -1.728366e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 140009 members 
Entering Unmasked Estep 
Score: -17291604.000000 Penalty: 3888.726318
	Iteration 7F: 3 clusters Score -1.72916e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 147053 members 
Entering Unmasked Estep 
Score: -17297168.000000 Penalty: 3888.726318
	Iteration 8Q: 3 clusters Score -1.729717e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 150911 members 
Entering Unmasked Estep 
Score: -17300566.000000 Penalty: 3888.726318
	Iteration 9Q: 3 clusters Score -1.730057e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -17302372.000000 Penalty: 3888.726318
	Iteration 10Q: 3 clusters Score -1.730237e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 154232 members 
Entering Unmasked Estep 
Score: -17303456.000000 Penalty: 3888.726318
	Iteration 11Q: 3 clusters Score -1.730346e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 154940 members 
Entering Unmasked Estep 
Score: -17304182.000000 Penalty: 3888.726318
	Iteration 12Q: 3 clusters Score -1.730418e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 155357 members 
Entering Unmasked Estep 
Score: -17304632.000000 Penalty: 3888.726318
	Iteration 13Q: 3 clusters Score -1.730463e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 155642 members 
Entering Unmasked Estep 
Score: -17304878.000000 Penalty: 3888.726318
	Iteration 14Q: 3 clusters Score -1.730488e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -17305082.000000 Penalty: 3888.726318
	Iteration 15Q: 3 clusters Score -1.730508e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 155950 members 
Entering Unmasked Estep 
Score: -17305190.000000 Penalty: 3888.726318
	Iteration 16Q: 3 clusters Score -1.730519e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -17305272.000000 Penalty: 3888.726318
	Iteration 17Q: 3 clusters Score -1.730527e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 156095 members 
Entering Unmasked Estep 
Score: -17305338.000000 Penalty: 3888.726318
	Iteration 18Q: 3 clusters Score -1.730534e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 156149 members 
Entering Unmasked Estep 
Score: -17305410.000000 Penalty: 3888.726318
	Iteration 19Q: 3 clusters Score -1.730541e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 156192 members 
Entering Unmasked Estep 
Score: -17305430.000000 Penalty: 3888.726318
	Iteration 20F: 3 clusters Score -1.730543e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 156214 members 
Entering Unmasked Estep 
Score: -17305450.000000 Penalty: 3888.726318
	Iteration 21Q: 3 clusters Score -1.730545e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 156241 members 
Entering Unmasked Estep 
Score: -17305460.000000 Penalty: 3888.726318
	Iteration 22Q: 3 clusters Score -1.730546e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 156276 members 
Entering Unmasked Estep 
Score: -17305498.000000 Penalty: 3888.726318
	Iteration 23Q: 3 clusters Score -1.73055e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 156305 members 
Entering Unmasked Estep 
Score: -17305528.000000 Penalty: 3888.726318
	Iteration 24Q: 3 clusters Score -1.730553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -17305538.000000 Penalty: 3888.726318
	Iteration 25Q: 3 clusters Score -1.730554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 156345 members 
Entering Unmasked Estep 
Score: -17305558.000000 Penalty: 3888.726318
	Iteration 26Q: 3 clusters Score -1.730556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -17305538.000000 Penalty: 3888.726318
	Iteration 27Q: 3 clusters Score -1.730554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 156362 members 
Entering Unmasked Estep 
Score: -17305556.000000 Penalty: 3888.726318
	Iteration 28Q: 3 clusters Score -1.730556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 156362 members 
Entering Unmasked Estep 
Score: -17305564.000000 Penalty: 3888.726318
	Iteration 29Q: 3 clusters Score -1.730556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
Score: -17305560.000000 Penalty: 3888.726318
	Iteration 30Q: 3 clusters Score -1.730556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 156367 members 
Entering Unmasked Estep 
Score: -17305560.000000 Penalty: 3888.726318
	Iteration 31Q: 3 clusters Score -1.730556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 156372 members 
Entering Unmasked Estep 
Score: -17305574.000000 Penalty: 3888.726318
	Iteration 32Q: 3 clusters Score -1.730557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 156378 members 
Entering Unmasked Estep 
Score: -17305588.000000 Penalty: 3888.726318
	Iteration 33Q: 3 clusters Score -1.730559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 156382 members 
Entering Unmasked Estep 
Score: -17305592.000000 Penalty: 3888.726318
	Iteration 34Q: 3 clusters Score -1.730559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 156385 members 
Entering Unmasked Estep 
Score: -17305594.000000 Penalty: 3888.726318
	Iteration 35Q: 3 clusters Score -1.730559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 156387 members 
Entering Unmasked Estep 
Score: -17305608.000000 Penalty: 3888.726318
	Iteration 36Q: 3 clusters Score -1.730561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -17305626.000000 Penalty: 3888.726318
	Iteration 37Q: 3 clusters Score -1.730563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -17305616.000000 Penalty: 3888.726318
	Iteration 38Q: 3 clusters Score -1.730562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 156395 members 
Entering Unmasked Estep 
Score: -17305622.000000 Penalty: 3888.726318
	Iteration 39Q: 3 clusters Score -1.730562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 156397 members 
Entering Unmasked Estep 
Score: -17305620.000000 Penalty: 3888.726318
	Iteration 40F: 3 clusters Score -1.730562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 156398 members 
Entering Unmasked Estep 
Score: -17305622.000000 Penalty: 3888.726318
	Iteration 41Q: 3 clusters Score -1.730562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 156398 members 
Entering Unmasked Estep 
Score: -17305622.000000 Penalty: 3888.726318
	Iteration 42F: 3 clusters Score -1.730562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Entering Unmasked Estep 
Score: -1895612.375000 Penalty: 1590.178955
	Iteration 0F: 2 clusters Score -1895612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1883421.250000 Penalty: 3180.357910
	Iteration 0F: 3 clusters Score -1883421 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1887704.000000 Penalty: 3180.357910
	Iteration 1F: 3 clusters Score -1887704 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1888040.250000 Penalty: 3180.357910
	Iteration 2F: 3 clusters Score -1888040 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1888348.500000 Penalty: 3180.357910
	Iteration 3Q: 3 clusters Score -1888348 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1888671.625000 Penalty: 3180.357910
	Iteration 4Q: 3 clusters Score -1888672 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1889016.125000 Penalty: 3180.357910
	Iteration 5Q: 3 clusters Score -1889016 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1889412.250000 Penalty: 3180.357910
	Iteration 6Q: 3 clusters Score -1889412 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1889852.500000 Penalty: 3180.357910
	Iteration 7Q: 3 clusters Score -1889852 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1890349.000000 Penalty: 3180.357910
	Iteration 8Q: 3 clusters Score -1890349 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1890847.750000 Penalty: 3180.357910
	Iteration 9Q: 3 clusters Score -1890848 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1891261.500000 Penalty: 3180.357910
	Iteration 10Q: 3 clusters Score -1891262 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1891615.750000 Penalty: 3180.357910
	Iteration 11Q: 3 clusters Score -1891616 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1891894.375000 Penalty: 3180.357910
	Iteration 12Q: 3 clusters Score -1891894 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1892109.375000 Penalty: 3180.357910
	Iteration 13Q: 3 clusters Score -1892109 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1892299.750000 Penalty: 3180.357910
	Iteration 14Q: 3 clusters Score -1892300 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1892482.625000 Penalty: 3180.357910
	Iteration 15Q: 3 clusters Score -1892483 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1892669.750000 Penalty: 3180.357910
	Iteration 16Q: 3 clusters Score -1892670 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1892858.250000 Penalty: 3180.357910
	Iteration 17Q: 3 clusters Score -1892858 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1893013.375000 Penalty: 3180.357910
	Iteration 18Q: 3 clusters Score -1893013 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1893167.875000 Penalty: 3180.357910
	Iteration 19Q: 3 clusters Score -1893168 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1893278.500000 Penalty: 3180.357910
	Iteration 20F: 3 clusters Score -1893278 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1893365.750000 Penalty: 3180.357910
	Iteration 21Q: 3 clusters Score -1893366 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1893442.625000 Penalty: 3180.357910
	Iteration 22Q: 3 clusters Score -1893443 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1893532.625000 Penalty: 3180.357910
	Iteration 23Q: 3 clusters Score -1893533 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1893608.375000 Penalty: 3180.357910
	Iteration 24Q: 3 clusters Score -1893608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1893680.625000 Penalty: 3180.357910
	Iteration 25Q: 3 clusters Score -1893681 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1893731.875000 Penalty: 3180.357910
	Iteration 26Q: 3 clusters Score -1893732 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1893794.375000 Penalty: 3180.357910
	Iteration 27Q: 3 clusters Score -1893794 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1893850.125000 Penalty: 3180.357910
	Iteration 28Q: 3 clusters Score -1893850 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1893911.375000 Penalty: 3180.357910
	Iteration 29Q: 3 clusters Score -1893911 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1893966.000000 Penalty: 3180.357910
	Iteration 30Q: 3 clusters Score -1893966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1894028.625000 Penalty: 3180.357910
	Iteration 31Q: 3 clusters Score -1894029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1894081.875000 Penalty: 3180.357910
	Iteration 32Q: 3 clusters Score -1894082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1894116.125000 Penalty: 3180.357910
	Iteration 33Q: 3 clusters Score -1894116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1894148.000000 Penalty: 3180.357910
	Iteration 34Q: 3 clusters Score -1894148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1894165.875000 Penalty: 3180.357910
	Iteration 35Q: 3 clusters Score -1894166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1894183.875000 Penalty: 3180.357910
	Iteration 36Q: 3 clusters Score -1894184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1894203.500000 Penalty: 3180.357910
	Iteration 37Q: 3 clusters Score -1894204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1894225.375000 Penalty: 3180.357910
	Iteration 38Q: 3 clusters Score -1894225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1894243.625000 Penalty: 3180.357910
	Iteration 39Q: 3 clusters Score -1894244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1894252.875000 Penalty: 3180.357910
	Iteration 40F: 3 clusters Score -1894253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1894266.250000 Penalty: 3180.357910
	Iteration 41Q: 3 clusters Score -1894266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1894277.750000 Penalty: 3180.357910
	Iteration 42Q: 3 clusters Score -1894278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1894278.750000 Penalty: 3180.357910
	Iteration 43Q: 3 clusters Score -1894279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1894286.625000 Penalty: 3180.357910
	Iteration 44Q: 3 clusters Score -1894287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1894296.875000 Penalty: 3180.357910
	Iteration 45Q: 3 clusters Score -1894297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1894300.000000 Penalty: 3180.357910
	Iteration 46Q: 3 clusters Score -1894300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1894300.125000 Penalty: 3180.357910
	Iteration 47Q: 3 clusters Score -1894300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1894302.250000 Penalty: 3180.357910
	Iteration 48Q: 3 clusters Score -1894302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1894302.250000 Penalty: 3180.357910
	Iteration 49F: 3 clusters Score -1894302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11667 members 
Mstep: Class 3 contains 18664 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 27901 members 
Mstep: Class 7 contains 9058 members 
Mstep: Class 8 contains 12452 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 11661 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8434 members 
Mstep: Class 14 contains 15138 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 72802 members 
Mstep: Class 18 contains 157206 members 
Mstep: Class 19 contains 17778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701040.000000 Penalty: 37625.707031
Iteration 199Q: 19 clusters Score -4.170104e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11684 members 
Mstep: Class 3 contains 18670 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 27850 members 
Mstep: Class 7 contains 9018 members 
Mstep: Class 8 contains 12185 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4506 members 
Mstep: Class 11 contains 11681 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 14 contains 15151 members 
Mstep: Class 15 contains 8339 members 
Mstep: Class 16 contains 72898 members 
Mstep: Class 18 contains 157380 members 
Mstep: Class 19 contains 17761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41703392.000000 Penalty: 37625.707031
Iteration 200F: 19 clusters Score -4.170339e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 18675 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 1330 members 
Mstep: Class 6 contains 26509 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 11688 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8452 members 
Mstep: Class 14 contains 15170 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 72881 members 
Mstep: Class 18 contains 159391 members 
Mstep: Class 19 contains 17754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41703228.000000 Penalty: 37625.707031
Iteration 201Q: 19 clusters Score -4.170323e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11744 members 
Mstep: Class 3 contains 18700 members 
Mstep: Class 4 contains 4912 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 25750 members 
Mstep: Class 7 contains 8398 members 
Mstep: Class 8 contains 11606 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 11699 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8458 members 
Mstep: Class 14 contains 15209 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 72947 members 
Mstep: Class 18 contains 160591 members 
Mstep: Class 19 contains 17564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41703280.000000 Penalty: 37625.707031
Iteration 202Q: 19 clusters Score -4.170328e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 18739 members 
Mstep: Class 4 contains 4954 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 25243 members 
Mstep: Class 7 contains 8266 members 
Mstep: Class 8 contains 11338 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 11722 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8447 members 
Mstep: Class 14 contains 15235 members 
Mstep: Class 15 contains 8298 members 
Mstep: Class 16 contains 73021 members 
Mstep: Class 18 contains 161505 members 
Mstep: Class 19 contains 17344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41703104.000000 Penalty: 37625.707031
Iteration 203Q: 19 clusters Score -4.17031e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11817 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 24840 members 
Mstep: Class 7 contains 8176 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4494 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8445 members 
Mstep: Class 14 contains 15235 members 
Mstep: Class 15 contains 8272 members 
Mstep: Class 16 contains 73097 members 
Mstep: Class 18 contains 162271 members 
Mstep: Class 19 contains 17117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41703056.000000 Penalty: 37625.707031
Iteration 204Q: 19 clusters Score -4.170306e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 18820 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 1330 members 
Mstep: Class 6 contains 24512 members 
Mstep: Class 7 contains 8111 members 
Mstep: Class 8 contains 10915 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 11763 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 15254 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 73185 members 
Mstep: Class 18 contains 162882 members 
Mstep: Class 19 contains 16887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702892.000000 Penalty: 37625.707031
Iteration 205Q: 19 clusters Score -4.170289e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 18849 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 24278 members 
Mstep: Class 7 contains 8047 members 
Mstep: Class 8 contains 10740 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 11773 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8436 members 
Mstep: Class 14 contains 15285 members 
Mstep: Class 15 contains 8245 members 
Mstep: Class 16 contains 73267 members 
Mstep: Class 18 contains 163362 members 
Mstep: Class 19 contains 16684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702856.000000 Penalty: 37625.707031
Iteration 206Q: 19 clusters Score -4.170286e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 11902 members 
Mstep: Class 3 contains 18879 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 1330 members 
Mstep: Class 6 contains 24113 members 
Mstep: Class 7 contains 8000 members 
Mstep: Class 8 contains 10577 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4483 members 
Mstep: Class 11 contains 11796 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 15307 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 16 contains 73303 members 
Mstep: Class 18 contains 163783 members 
Mstep: Class 19 contains 16475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702764.000000 Penalty: 37625.707031
Iteration 207Q: 19 clusters Score -4.170276e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11935 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5112 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 24001 members 
Mstep: Class 7 contains 7956 members 
Mstep: Class 8 contains 10409 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 11808 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 16 contains 73328 members 
Mstep: Class 18 contains 164161 members 
Mstep: Class 19 contains 16301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702780.000000 Penalty: 37625.707031
Iteration 208Q: 19 clusters Score -4.170278e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11965 members 
Mstep: Class 3 contains 18922 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 23906 members 
Mstep: Class 7 contains 7917 members 
Mstep: Class 8 contains 10232 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4483 members 
Mstep: Class 11 contains 11814 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8437 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8244 members 
Mstep: Class 16 contains 73348 members 
Mstep: Class 18 contains 164514 members 
Mstep: Class 19 contains 16137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702664.000000 Penalty: 37625.707031
Iteration 209Q: 19 clusters Score -4.170266e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 18936 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 23867 members 
Mstep: Class 7 contains 7877 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4483 members 
Mstep: Class 11 contains 11825 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8436 members 
Mstep: Class 14 contains 15345 members 
Mstep: Class 15 contains 8243 members 
Mstep: Class 16 contains 73363 members 
Mstep: Class 18 contains 164832 members 
Mstep: Class 19 contains 16003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702704.000000 Penalty: 37625.707031
Iteration 210Q: 19 clusters Score -4.17027e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12015 members 
Mstep: Class 3 contains 18941 members 
Mstep: Class 4 contains 5179 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 23837 members 
Mstep: Class 7 contains 7845 members 
Mstep: Class 8 contains 9821 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 11824 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8443 members 
Mstep: Class 14 contains 15345 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 73398 members 
Mstep: Class 18 contains 165152 members 
Mstep: Class 19 contains 15866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702680.000000 Penalty: 37625.707031
Iteration 211Q: 19 clusters Score -4.170268e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 12032 members 
Mstep: Class 3 contains 18945 members 
Mstep: Class 4 contains 5186 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 23817 members 
Mstep: Class 7 contains 7822 members 
Mstep: Class 8 contains 9633 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4476 members 
Mstep: Class 11 contains 11820 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 8236 members 
Mstep: Class 16 contains 73434 members 
Mstep: Class 18 contains 165468 members 
Mstep: Class 19 contains 15734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702584.000000 Penalty: 37625.707031
Iteration 212Q: 19 clusters Score -4.170258e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 12045 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 23818 members 
Mstep: Class 7 contains 7805 members 
Mstep: Class 8 contains 9465 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 11820 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 73466 members 
Mstep: Class 18 contains 165727 members 
Mstep: Class 19 contains 15622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702680.000000 Penalty: 37625.707031
Iteration 213Q: 19 clusters Score -4.170268e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12072 members 
Mstep: Class 3 contains 18965 members 
Mstep: Class 4 contains 5181 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 23858 members 
Mstep: Class 7 contains 7787 members 
Mstep: Class 8 contains 9285 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 11825 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 16 contains 73494 members 
Mstep: Class 18 contains 165923 members 
Mstep: Class 19 contains 15515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702844.000000 Penalty: 37625.707031
Iteration 214Q: 19 clusters Score -4.170284e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12096 members 
Mstep: Class 3 contains 18980 members 
Mstep: Class 4 contains 5182 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 7769 members 
Mstep: Class 8 contains 9101 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 11822 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 14 contains 15335 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 16 contains 73522 members 
Mstep: Class 18 contains 166085 members 
Mstep: Class 19 contains 15436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702864.000000 Penalty: 37625.707031
Iteration 215Q: 19 clusters Score -4.170286e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 12122 members 
Mstep: Class 3 contains 19001 members 
Mstep: Class 4 contains 5189 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 23940 members 
Mstep: Class 7 contains 7754 members 
Mstep: Class 8 contains 8919 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4478 members 
Mstep: Class 11 contains 11825 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 73538 members 
Mstep: Class 18 contains 166260 members 
Mstep: Class 19 contains 15349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702776.000000 Penalty: 37625.707031
Iteration 216Q: 19 clusters Score -4.170278e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12134 members 
Mstep: Class 3 contains 19010 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 23958 members 
Mstep: Class 7 contains 7740 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 11828 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8438 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 8224 members 
Mstep: Class 16 contains 73551 members 
Mstep: Class 18 contains 166453 members 
Mstep: Class 19 contains 15271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702744.000000 Penalty: 37625.707031
Iteration 217Q: 19 clusters Score -4.170274e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 12142 members 
Mstep: Class 3 contains 19027 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 23989 members 
Mstep: Class 7 contains 7728 members 
Mstep: Class 8 contains 8586 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 11830 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 15342 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 73558 members 
Mstep: Class 18 contains 166624 members 
Mstep: Class 19 contains 15205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702640.000000 Penalty: 37625.707031
Iteration 218Q: 19 clusters Score -4.170264e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 12150 members 
Mstep: Class 3 contains 19038 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 24036 members 
Mstep: Class 7 contains 7708 members 
Mstep: Class 8 contains 8436 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 11836 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 73568 members 
Mstep: Class 18 contains 166776 members 
Mstep: Class 19 contains 15140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702828.000000 Penalty: 37625.707031
Iteration 219Q: 19 clusters Score -4.170283e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12160 members 
Mstep: Class 3 contains 19045 members 
Mstep: Class 4 contains 5204 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 24076 members 
Mstep: Class 7 contains 7697 members 
Mstep: Class 8 contains 8287 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 11839 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 73574 members 
Mstep: Class 18 contains 166919 members 
Mstep: Class 19 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702772.000000 Penalty: 37625.707031
Iteration 220F: 19 clusters Score -4.170277e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12167 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 5208 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 24109 members 
Mstep: Class 7 contains 7689 members 
Mstep: Class 8 contains 8150 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4479 members 
Mstep: Class 11 contains 11838 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8438 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 73598 members 
Mstep: Class 18 contains 167047 members 
Mstep: Class 19 contains 15019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702704.000000 Penalty: 37625.707031
Iteration 221Q: 19 clusters Score -4.17027e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 12172 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 5206 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 24153 members 
Mstep: Class 7 contains 7679 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4475 members 
Mstep: Class 11 contains 11842 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8439 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 8238 members 
Mstep: Class 16 contains 73619 members 
Mstep: Class 18 contains 167162 members 
Mstep: Class 19 contains 14977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702752.000000 Penalty: 37625.707031
Iteration 222Q: 19 clusters Score -4.170275e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12178 members 
Mstep: Class 3 contains 19061 members 
Mstep: Class 4 contains 5206 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 24202 members 
Mstep: Class 7 contains 7670 members 
Mstep: Class 8 contains 7888 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4476 members 
Mstep: Class 11 contains 11845 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8437 members 
Mstep: Class 14 contains 15335 members 
Mstep: Class 15 contains 8245 members 
Mstep: Class 16 contains 73624 members 
Mstep: Class 18 contains 167268 members 
Mstep: Class 19 contains 14927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702796.000000 Penalty: 37625.707031
Iteration 223Q: 19 clusters Score -4.17028e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12183 members 
Mstep: Class 3 contains 19069 members 
Mstep: Class 4 contains 5208 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 24234 members 
Mstep: Class 7 contains 7664 members 
Mstep: Class 8 contains 7768 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 11845 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 8251 members 
Mstep: Class 16 contains 73641 members 
Mstep: Class 18 contains 167378 members 
Mstep: Class 19 contains 14866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702692.000000 Penalty: 37625.707031
Iteration 224Q: 19 clusters Score -4.170269e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12191 members 
Mstep: Class 3 contains 19069 members 
Mstep: Class 4 contains 5205 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 24275 members 
Mstep: Class 7 contains 7659 members 
Mstep: Class 8 contains 7647 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4475 members 
Mstep: Class 11 contains 11850 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8444 members 
Mstep: Class 14 contains 15324 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 73654 members 
Mstep: Class 18 contains 167512 members 
Mstep: Class 19 contains 14804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702712.000000 Penalty: 37625.707031
Iteration 225Q: 19 clusters Score -4.170271e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 12195 members 
Mstep: Class 3 contains 19073 members 
Mstep: Class 4 contains 5206 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24311 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 7540 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4475 members 
Mstep: Class 11 contains 11854 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8447 members 
Mstep: Class 14 contains 15326 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 73660 members 
Mstep: Class 18 contains 167602 members 
Mstep: Class 19 contains 14768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702724.000000 Penalty: 37625.707031
Iteration 226Q: 19 clusters Score -4.170272e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 12195 members 
Mstep: Class 3 contains 19080 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 24329 members 
Mstep: Class 7 contains 7644 members 
Mstep: Class 8 contains 7441 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 11856 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 8259 members 
Mstep: Class 16 contains 73673 members 
Mstep: Class 18 contains 167690 members 
Mstep: Class 19 contains 14741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702732.000000 Penalty: 37625.707031
Iteration 227Q: 19 clusters Score -4.170273e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 19085 members 
Mstep: Class 4 contains 5198 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24367 members 
Mstep: Class 7 contains 7641 members 
Mstep: Class 8 contains 7335 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11859 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 8258 members 
Mstep: Class 16 contains 73690 members 
Mstep: Class 18 contains 167750 members 
Mstep: Class 19 contains 14718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702756.000000 Penalty: 37625.707031
Iteration 228Q: 19 clusters Score -4.170276e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12205 members 
Mstep: Class 3 contains 19094 members 
Mstep: Class 4 contains 5192 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24410 members 
Mstep: Class 7 contains 7638 members 
Mstep: Class 8 contains 7240 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 15335 members 
Mstep: Class 15 contains 8262 members 
Mstep: Class 16 contains 73703 members 
Mstep: Class 18 contains 167805 members 
Mstep: Class 19 contains 14698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702776.000000 Penalty: 37625.707031
Iteration 229Q: 19 clusters Score -4.170278e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 19101 members 
Mstep: Class 4 contains 5188 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 24452 members 
Mstep: Class 7 contains 7637 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 11856 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 73705 members 
Mstep: Class 18 contains 167867 members 
Mstep: Class 19 contains 14667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702840.000000 Penalty: 37625.707031
Iteration 230Q: 19 clusters Score -4.170284e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 19105 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 24480 members 
Mstep: Class 7 contains 7634 members 
Mstep: Class 8 contains 7082 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8452 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 8263 members 
Mstep: Class 16 contains 73705 members 
Mstep: Class 18 contains 167933 members 
Mstep: Class 19 contains 14643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702856.000000 Penalty: 37625.707031
Iteration 231Q: 19 clusters Score -4.170286e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 19110 members 
Mstep: Class 4 contains 5178 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24518 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 6999 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 11860 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 15341 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 73708 members 
Mstep: Class 18 contains 167986 members 
Mstep: Class 19 contains 14630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702752.000000 Penalty: 37625.707031
Iteration 232Q: 19 clusters Score -4.170275e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 19113 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24566 members 
Mstep: Class 7 contains 7625 members 
Mstep: Class 8 contains 6904 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 11863 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8452 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 8270 members 
Mstep: Class 16 contains 73704 members 
Mstep: Class 18 contains 168047 members 
Mstep: Class 19 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702744.000000 Penalty: 37625.707031
Iteration 233Q: 19 clusters Score -4.170274e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12212 members 
Mstep: Class 3 contains 19117 members 
Mstep: Class 4 contains 5174 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24618 members 
Mstep: Class 7 contains 7622 members 
Mstep: Class 8 contains 6804 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8454 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 8272 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 18 contains 168101 members 
Mstep: Class 19 contains 14601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702764.000000 Penalty: 37625.707031
Iteration 234Q: 19 clusters Score -4.170276e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 19120 members 
Mstep: Class 4 contains 5169 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24661 members 
Mstep: Class 7 contains 7621 members 
Mstep: Class 8 contains 6722 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 8277 members 
Mstep: Class 16 contains 73722 members 
Mstep: Class 18 contains 168139 members 
Mstep: Class 19 contains 14576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702744.000000 Penalty: 37625.707031
Iteration 235Q: 19 clusters Score -4.170274e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 12216 members 
Mstep: Class 3 contains 19123 members 
Mstep: Class 4 contains 5163 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24717 members 
Mstep: Class 7 contains 7616 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11875 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8452 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 8280 members 
Mstep: Class 16 contains 73732 members 
Mstep: Class 18 contains 168174 members 
Mstep: Class 19 contains 14559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702752.000000 Penalty: 37625.707031
Iteration 236Q: 19 clusters Score -4.170275e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 12216 members 
Mstep: Class 3 contains 19127 members 
Mstep: Class 4 contains 5157 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24760 members 
Mstep: Class 7 contains 7613 members 
Mstep: Class 8 contains 6546 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 8286 members 
Mstep: Class 16 contains 73755 members 
Mstep: Class 18 contains 168211 members 
Mstep: Class 19 contains 14533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702744.000000 Penalty: 37625.707031
Iteration 237Q: 19 clusters Score -4.170274e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 19127 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24796 members 
Mstep: Class 7 contains 7607 members 
Mstep: Class 8 contains 6463 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4475 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8456 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 8290 members 
Mstep: Class 16 contains 73777 members 
Mstep: Class 18 contains 168259 members 
Mstep: Class 19 contains 14509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702720.000000 Penalty: 37625.707031
Iteration 238Q: 19 clusters Score -4.170272e+07 nChanged 258
Entering ConstructFrom: 
Score: -41702720.000000 Penalty: 37625.707031
Entering ConstructFrom: 
Trying to split cluster 1 (3484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Entering Unmasked Estep 
Score: -386241.250000 Penalty: 1325.339600
	Iteration 0F: 2 clusters Score -386241.2 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 1735 members 
Entering Unmasked Estep 
Score: -383198.843750 Penalty: 2650.679199
	Iteration 0F: 3 clusters Score -383198.8 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -383984.437500 Penalty: 2650.679199
	Iteration 1F: 3 clusters Score -383984.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -384167.937500 Penalty: 2650.679199
	Iteration 2F: 3 clusters Score -384167.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -384275.187500 Penalty: 2650.679199
	Iteration 3F: 3 clusters Score -384275.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -384363.281250 Penalty: 2650.679199
	Iteration 4Q: 3 clusters Score -384363.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -384433.156250 Penalty: 2650.679199
	Iteration 5Q: 3 clusters Score -384433.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -384513.218750 Penalty: 2650.679199
	Iteration 6Q: 3 clusters Score -384513.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -384604.750000 Penalty: 2650.679199
	Iteration 7Q: 3 clusters Score -384604.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -384702.000000 Penalty: 2650.679199
	Iteration 8Q: 3 clusters Score -384702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -384798.875000 Penalty: 2650.679199
	Iteration 9Q: 3 clusters Score -384798.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -384888.656250 Penalty: 2650.679199
	Iteration 10Q: 3 clusters Score -384888.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -384959.843750 Penalty: 2650.679199
	Iteration 11Q: 3 clusters Score -384959.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -385026.812500 Penalty: 2650.679199
	Iteration 12Q: 3 clusters Score -385026.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -385086.343750 Penalty: 2650.679199
	Iteration 13Q: 3 clusters Score -385086.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -385135.468750 Penalty: 2650.679199
	Iteration 14Q: 3 clusters Score -385135.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -385164.968750 Penalty: 2650.679199
	Iteration 15Q: 3 clusters Score -385165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -385196.250000 Penalty: 2650.679199
	Iteration 16Q: 3 clusters Score -385196.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -385236.250000 Penalty: 2650.679199
	Iteration 17Q: 3 clusters Score -385236.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -385258.625000 Penalty: 2650.679199
	Iteration 18Q: 3 clusters Score -385258.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -385277.687500 Penalty: 2650.679199
	Iteration 19Q: 3 clusters Score -385277.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -385297.218750 Penalty: 2650.679199
	Iteration 20F: 3 clusters Score -385297.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -385310.000000 Penalty: 2650.679199
	Iteration 21Q: 3 clusters Score -385310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -385314.812500 Penalty: 2650.679199
	Iteration 22Q: 3 clusters Score -385314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -385318.343750 Penalty: 2650.679199
	Iteration 23Q: 3 clusters Score -385318.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -385321.906250 Penalty: 2650.679199
	Iteration 24Q: 3 clusters Score -385321.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -385325.281250 Penalty: 2650.679199
	Iteration 25Q: 3 clusters Score -385325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -385328.656250 Penalty: 2650.679199
	Iteration 26Q: 3 clusters Score -385328.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -385331.625000 Penalty: 2650.679199
	Iteration 27Q: 3 clusters Score -385331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -385333.062500 Penalty: 2650.679199
	Iteration 28Q: 3 clusters Score -385333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -385334.093750 Penalty: 2650.679199
	Iteration 29Q: 3 clusters Score -385334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -385333.937500 Penalty: 2650.679199
	Iteration 30Q: 3 clusters Score -385333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -385334.000000 Penalty: 2650.679199
	Iteration 31Q: 3 clusters Score -385334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -385334.000000 Penalty: 2650.679199
	Iteration 32F: 3 clusters Score -385334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Entering Unmasked Estep 
Score: -1382416.750000 Penalty: 1529.179932
	Iteration 0F: 2 clusters Score -1382417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1373814.750000 Penalty: 3058.359863
	Iteration 0F: 3 clusters Score -1373815 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1376607.625000 Penalty: 3058.359863
	Iteration 1F: 3 clusters Score -1376608 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1376885.875000 Penalty: 3058.359863
	Iteration 2F: 3 clusters Score -1376886 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1377243.000000 Penalty: 3058.359863
	Iteration 3Q: 3 clusters Score -1377243 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1377635.000000 Penalty: 3058.359863
	Iteration 4F: 3 clusters Score -1377635 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1377999.875000 Penalty: 3058.359863
	Iteration 5F: 3 clusters Score -1378000 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1378386.750000 Penalty: 3058.359863
	Iteration 6F: 3 clusters Score -1378387 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1378787.500000 Penalty: 3058.359863
	Iteration 7F: 3 clusters Score -1378788 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1379222.750000 Penalty: 3058.359863
	Iteration 8F: 3 clusters Score -1379223 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1379672.375000 Penalty: 3058.359863
	Iteration 9F: 3 clusters Score -1379672 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1380079.375000 Penalty: 3058.359863
	Iteration 10Q: 3 clusters Score -1380079 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1380405.500000 Penalty: 3058.359863
	Iteration 11Q: 3 clusters Score -1380406 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1380632.500000 Penalty: 3058.359863
	Iteration 12Q: 3 clusters Score -1380632 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1380792.500000 Penalty: 3058.359863
	Iteration 13Q: 3 clusters Score -1380792 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1380901.000000 Penalty: 3058.359863
	Iteration 14Q: 3 clusters Score -1380901 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1380974.375000 Penalty: 3058.359863
	Iteration 15Q: 3 clusters Score -1380974 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1381031.375000 Penalty: 3058.359863
	Iteration 16Q: 3 clusters Score -1381031 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1381089.625000 Penalty: 3058.359863
	Iteration 17Q: 3 clusters Score -1381090 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1381144.625000 Penalty: 3058.359863
	Iteration 18Q: 3 clusters Score -1381145 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1381192.500000 Penalty: 3058.359863
	Iteration 19Q: 3 clusters Score -1381192 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1381247.500000 Penalty: 3058.359863
	Iteration 20F: 3 clusters Score -1381248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1381300.875000 Penalty: 3058.359863
	Iteration 21Q: 3 clusters Score -1381301 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1381349.250000 Penalty: 3058.359863
	Iteration 22Q: 3 clusters Score -1381349 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1381390.750000 Penalty: 3058.359863
	Iteration 23Q: 3 clusters Score -1381391 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1381421.625000 Penalty: 3058.359863
	Iteration 24Q: 3 clusters Score -1381422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1381447.375000 Penalty: 3058.359863
	Iteration 25Q: 3 clusters Score -1381447 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1381463.500000 Penalty: 3058.359863
	Iteration 26Q: 3 clusters Score -1381464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1381472.875000 Penalty: 3058.359863
	Iteration 27Q: 3 clusters Score -1381473 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1381484.750000 Penalty: 3058.359863
	Iteration 28Q: 3 clusters Score -1381485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1381493.750000 Penalty: 3058.359863
	Iteration 29Q: 3 clusters Score -1381494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1381504.250000 Penalty: 3058.359863
	Iteration 30Q: 3 clusters Score -1381504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1381505.000000 Penalty: 3058.359863
	Iteration 31Q: 3 clusters Score -1381505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1381510.000000 Penalty: 3058.359863
	Iteration 32Q: 3 clusters Score -1381510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1381507.875000 Penalty: 3058.359863
	Iteration 33Q: 3 clusters Score -1381508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1381508.625000 Penalty: 3058.359863
	Iteration 34Q: 3 clusters Score -1381509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1381509.125000 Penalty: 3058.359863
	Iteration 35Q: 3 clusters Score -1381509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1381509.125000 Penalty: 3058.359863
	Iteration 36Q: 3 clusters Score -1381509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1381514.250000 Penalty: 3058.359863
	Iteration 37Q: 3 clusters Score -1381514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1381516.375000 Penalty: 3058.359863
	Iteration 38Q: 3 clusters Score -1381516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1381523.750000 Penalty: 3058.359863
	Iteration 39Q: 3 clusters Score -1381524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1381524.125000 Penalty: 3058.359863
	Iteration 40F: 3 clusters Score -1381524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1381529.125000 Penalty: 3058.359863
	Iteration 41Q: 3 clusters Score -1381529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1381530.000000 Penalty: 3058.359863
	Iteration 42Q: 3 clusters Score -1381530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1381528.125000 Penalty: 3058.359863
	Iteration 43Q: 3 clusters Score -1381528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1381528.250000 Penalty: 3058.359863
	Iteration 44Q: 3 clusters Score -1381528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1381530.375000 Penalty: 3058.359863
	Iteration 45Q: 3 clusters Score -1381530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1381529.375000 Penalty: 3058.359863
	Iteration 46Q: 3 clusters Score -1381529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1381530.375000 Penalty: 3058.359863
	Iteration 47Q: 3 clusters Score -1381530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1381533.375000 Penalty: 3058.359863
	Iteration 48Q: 3 clusters Score -1381533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1381532.625000 Penalty: 3058.359863
	Iteration 49Q: 3 clusters Score -1381533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1381537.375000 Penalty: 3058.359863
	Iteration 50Q: 3 clusters Score -1381537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1381543.500000 Penalty: 3058.359863
	Iteration 51Q: 3 clusters Score -1381544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1381544.000000 Penalty: 3058.359863
	Iteration 52Q: 3 clusters Score -1381544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1381546.250000 Penalty: 3058.359863
	Iteration 53Q: 3 clusters Score -1381546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1381547.750000 Penalty: 3058.359863
	Iteration 54Q: 3 clusters Score -1381548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1381556.125000 Penalty: 3058.359863
	Iteration 55Q: 3 clusters Score -1381556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1381559.125000 Penalty: 3058.359863
	Iteration 56Q: 3 clusters Score -1381559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1381565.500000 Penalty: 3058.359863
	Iteration 57Q: 3 clusters Score -1381566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1381569.250000 Penalty: 3058.359863
	Iteration 58Q: 3 clusters Score -1381569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1381577.250000 Penalty: 3058.359863
	Iteration 59Q: 3 clusters Score -1381577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1381587.000000 Penalty: 3058.359863
	Iteration 60F: 3 clusters Score -1381587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1381592.875000 Penalty: 3058.359863
	Iteration 61Q: 3 clusters Score -1381593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1381592.500000 Penalty: 3058.359863
	Iteration 62Q: 3 clusters Score -1381592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1381593.125000 Penalty: 3058.359863
	Iteration 63Q: 3 clusters Score -1381593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1381596.750000 Penalty: 3058.359863
	Iteration 64Q: 3 clusters Score -1381597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1381598.750000 Penalty: 3058.359863
	Iteration 65Q: 3 clusters Score -1381599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1381601.250000 Penalty: 3058.359863
	Iteration 66Q: 3 clusters Score -1381601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1381599.250000 Penalty: 3058.359863
	Iteration 67Q: 3 clusters Score -1381599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1381598.875000 Penalty: 3058.359863
	Iteration 68Q: 3 clusters Score -1381599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1381603.125000 Penalty: 3058.359863
	Iteration 69Q: 3 clusters Score -1381603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1381605.625000 Penalty: 3058.359863
	Iteration 70Q: 3 clusters Score -1381606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1381605.875000 Penalty: 3058.359863
	Iteration 71Q: 3 clusters Score -1381606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1381607.250000 Penalty: 3058.359863
	Iteration 72Q: 3 clusters Score -1381607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1381607.750000 Penalty: 3058.359863
	Iteration 73Q: 3 clusters Score -1381608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1381607.750000 Penalty: 3058.359863
	Iteration 74F: 3 clusters Score -1381608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Entering Unmasked Estep 
Score: -2160433.500000 Penalty: 1602.072632
	Iteration 0F: 2 clusters Score -2160434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2147313.250000 Penalty: 3204.145264
	Iteration 0F: 3 clusters Score -2147313 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2152124.500000 Penalty: 3204.145264
	Iteration 1F: 3 clusters Score -2152124 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2152477.000000 Penalty: 3204.145264
	Iteration 2F: 3 clusters Score -2152477 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2152844.750000 Penalty: 3204.145264
	Iteration 3Q: 3 clusters Score -2152845 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2153199.750000 Penalty: 3204.145264
	Iteration 4Q: 3 clusters Score -2153200 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2153578.500000 Penalty: 3204.145264
	Iteration 5Q: 3 clusters Score -2153578 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2154023.000000 Penalty: 3204.145264
	Iteration 6Q: 3 clusters Score -2154023 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2154603.250000 Penalty: 3204.145264
	Iteration 7F: 3 clusters Score -2154603 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2155264.000000 Penalty: 3204.145264
	Iteration 8F: 3 clusters Score -2155264 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2155958.250000 Penalty: 3204.145264
	Iteration 9F: 3 clusters Score -2155958 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2156491.500000 Penalty: 3204.145264
	Iteration 10Q: 3 clusters Score -2156492 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2156822.000000 Penalty: 3204.145264
	Iteration 11Q: 3 clusters Score -2156822 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2156974.000000 Penalty: 3204.145264
	Iteration 12Q: 3 clusters Score -2156974 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2157045.750000 Penalty: 3204.145264
	Iteration 13Q: 3 clusters Score -2157046 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2157091.250000 Penalty: 3204.145264
	Iteration 14Q: 3 clusters Score -2157091 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2157117.250000 Penalty: 3204.145264
	Iteration 15Q: 3 clusters Score -2157117 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2157139.000000 Penalty: 3204.145264
	Iteration 16Q: 3 clusters Score -2157139 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2157158.500000 Penalty: 3204.145264
	Iteration 17Q: 3 clusters Score -2157158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2157172.750000 Penalty: 3204.145264
	Iteration 18Q: 3 clusters Score -2157173 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2157185.750000 Penalty: 3204.145264
	Iteration 19Q: 3 clusters Score -2157186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2157200.250000 Penalty: 3204.145264
	Iteration 20F: 3 clusters Score -2157200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2157196.000000 Penalty: 3204.145264
	Iteration 21Q: 3 clusters Score -2157196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2157204.000000 Penalty: 3204.145264
	Iteration 22Q: 3 clusters Score -2157204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2157210.750000 Penalty: 3204.145264
	Iteration 23Q: 3 clusters Score -2157211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2157217.500000 Penalty: 3204.145264
	Iteration 24Q: 3 clusters Score -2157218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2157219.250000 Penalty: 3204.145264
	Iteration 25Q: 3 clusters Score -2157219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2157220.500000 Penalty: 3204.145264
	Iteration 26Q: 3 clusters Score -2157220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2157225.750000 Penalty: 3204.145264
	Iteration 27Q: 3 clusters Score -2157226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2157225.750000 Penalty: 3204.145264
	Iteration 28Q: 3 clusters Score -2157226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2157232.000000 Penalty: 3204.145264
	Iteration 29Q: 3 clusters Score -2157232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2157228.250000 Penalty: 3204.145264
	Iteration 30Q: 3 clusters Score -2157228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2157232.000000 Penalty: 3204.145264
	Iteration 31Q: 3 clusters Score -2157232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2157231.250000 Penalty: 3204.145264
	Iteration 32Q: 3 clusters Score -2157231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2157233.500000 Penalty: 3204.145264
	Iteration 33Q: 3 clusters Score -2157234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2157238.250000 Penalty: 3204.145264
	Iteration 34Q: 3 clusters Score -2157238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2157239.250000 Penalty: 3204.145264
	Iteration 35Q: 3 clusters Score -2157239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2157237.750000 Penalty: 3204.145264
	Iteration 36Q: 3 clusters Score -2157238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2157236.500000 Penalty: 3204.145264
	Iteration 37Q: 3 clusters Score -2157236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2157239.250000 Penalty: 3204.145264
	Iteration 38Q: 3 clusters Score -2157239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2157238.500000 Penalty: 3204.145264
	Iteration 39Q: 3 clusters Score -2157238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2157241.000000 Penalty: 3204.145264
	Iteration 40F: 3 clusters Score -2157241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2157238.000000 Penalty: 3204.145264
	Iteration 41Q: 3 clusters Score -2157238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2157244.000000 Penalty: 3204.145264
	Iteration 42Q: 3 clusters Score -2157244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2157239.000000 Penalty: 3204.145264
	Iteration 43Q: 3 clusters Score -2157239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2157241.000000 Penalty: 3204.145264
	Iteration 44Q: 3 clusters Score -2157241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2157241.000000 Penalty: 3204.145264
	Iteration 45Q: 3 clusters Score -2157241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2157246.500000 Penalty: 3204.145264
	Iteration 46Q: 3 clusters Score -2157246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2157241.750000 Penalty: 3204.145264
	Iteration 47Q: 3 clusters Score -2157242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2157242.250000 Penalty: 3204.145264
	Iteration 48Q: 3 clusters Score -2157242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2157247.000000 Penalty: 3204.145264
	Iteration 49Q: 3 clusters Score -2157247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2157245.750000 Penalty: 3204.145264
	Iteration 50Q: 3 clusters Score -2157246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2157242.250000 Penalty: 3204.145264
	Iteration 51Q: 3 clusters Score -2157242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2157248.000000 Penalty: 3204.145264
	Iteration 52Q: 3 clusters Score -2157248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2157245.500000 Penalty: 3204.145264
	Iteration 53Q: 3 clusters Score -2157246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2157246.250000 Penalty: 3204.145264
	Iteration 54Q: 3 clusters Score -2157246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2157242.250000 Penalty: 3204.145264
	Iteration 55Q: 3 clusters Score -2157242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2157245.250000 Penalty: 3204.145264
	Iteration 56Q: 3 clusters Score -2157245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2157244.500000 Penalty: 3204.145264
	Iteration 57Q: 3 clusters Score -2157244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2157243.000000 Penalty: 3204.145264
	Iteration 58Q: 3 clusters Score -2157243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2157245.250000 Penalty: 3204.145264
	Iteration 59Q: 3 clusters Score -2157245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2157248.750000 Penalty: 3204.145264
	Iteration 60F: 3 clusters Score -2157249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2157252.500000 Penalty: 3204.145264
	Iteration 61Q: 3 clusters Score -2157252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2157255.750000 Penalty: 3204.145264
	Iteration 62Q: 3 clusters Score -2157256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2157260.500000 Penalty: 3204.145264
	Iteration 63Q: 3 clusters Score -2157260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2157258.250000 Penalty: 3204.145264
	Iteration 64Q: 3 clusters Score -2157258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2157260.000000 Penalty: 3204.145264
	Iteration 65Q: 3 clusters Score -2157260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2157261.750000 Penalty: 3204.145264
	Iteration 66Q: 3 clusters Score -2157262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2157258.000000 Penalty: 3204.145264
	Iteration 67Q: 3 clusters Score -2157258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2157259.500000 Penalty: 3204.145264
	Iteration 68Q: 3 clusters Score -2157260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2157260.000000 Penalty: 3204.145264
	Iteration 69Q: 3 clusters Score -2157260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2157256.500000 Penalty: 3204.145264
	Iteration 70Q: 3 clusters Score -2157256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2157260.250000 Penalty: 3204.145264
	Iteration 71Q: 3 clusters Score -2157260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2157259.500000 Penalty: 3204.145264
	Iteration 72Q: 3 clusters Score -2157260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2157259.750000 Penalty: 3204.145264
	Iteration 73Q: 3 clusters Score -2157260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2157258.000000 Penalty: 3204.145264
	Iteration 74Q: 3 clusters Score -2157258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2157257.500000 Penalty: 3204.145264
	Iteration 75Q: 3 clusters Score -2157258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2157261.000000 Penalty: 3204.145264
	Iteration 76Q: 3 clusters Score -2157261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2157262.750000 Penalty: 3204.145264
	Iteration 77Q: 3 clusters Score -2157263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2157259.250000 Penalty: 3204.145264
	Iteration 78Q: 3 clusters Score -2157259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2157261.000000 Penalty: 3204.145264
	Iteration 79Q: 3 clusters Score -2157261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2157261.750000 Penalty: 3204.145264
	Iteration 80F: 3 clusters Score -2157262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2157259.750000 Penalty: 3204.145264
	Iteration 81Q: 3 clusters Score -2157260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2157261.500000 Penalty: 3204.145264
	Iteration 82Q: 3 clusters Score -2157262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2157264.750000 Penalty: 3204.145264
	Iteration 83Q: 3 clusters Score -2157265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2157265.250000 Penalty: 3204.145264
	Iteration 84Q: 3 clusters Score -2157265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2157266.250000 Penalty: 3204.145264
	Iteration 85Q: 3 clusters Score -2157266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2157266.000000 Penalty: 3204.145264
	Iteration 86Q: 3 clusters Score -2157266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2157265.250000 Penalty: 3204.145264
	Iteration 87Q: 3 clusters Score -2157265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2157263.500000 Penalty: 3204.145264
	Iteration 88Q: 3 clusters Score -2157264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2157263.500000 Penalty: 3204.145264
	Iteration 89F: 3 clusters Score -2157264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Entering Unmasked Estep 
Score: -518458.937500 Penalty: 1388.689331
	Iteration 0F: 2 clusters Score -518458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -514352.750000 Penalty: 2777.378662
	Iteration 0F: 3 clusters Score -514352.8 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -515523.125000 Penalty: 2777.378662
	Iteration 1F: 3 clusters Score -515523.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -515846.375000 Penalty: 2777.378662
	Iteration 2F: 3 clusters Score -515846.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -516156.125000 Penalty: 2777.378662
	Iteration 3F: 3 clusters Score -516156.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -516539.500000 Penalty: 2777.378662
	Iteration 4F: 3 clusters Score -516539.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -516846.656250 Penalty: 2777.378662
	Iteration 5F: 3 clusters Score -516846.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -517029.156250 Penalty: 2777.378662
	Iteration 6F: 3 clusters Score -517029.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -517136.937500 Penalty: 2777.378662
	Iteration 7Q: 3 clusters Score -517136.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -517220.187500 Penalty: 2777.378662
	Iteration 8Q: 3 clusters Score -517220.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -517268.656250 Penalty: 2777.378662
	Iteration 9Q: 3 clusters Score -517268.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -517302.687500 Penalty: 2777.378662
	Iteration 10Q: 3 clusters Score -517302.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -517319.875000 Penalty: 2777.378662
	Iteration 11Q: 3 clusters Score -517319.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -517336.218750 Penalty: 2777.378662
	Iteration 12Q: 3 clusters Score -517336.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -517351.125000 Penalty: 2777.378662
	Iteration 13Q: 3 clusters Score -517351.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -517363.343750 Penalty: 2777.378662
	Iteration 14Q: 3 clusters Score -517363.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -517368.468750 Penalty: 2777.378662
	Iteration 15Q: 3 clusters Score -517368.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -517374.125000 Penalty: 2777.378662
	Iteration 16Q: 3 clusters Score -517374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -517376.062500 Penalty: 2777.378662
	Iteration 17Q: 3 clusters Score -517376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -517378.906250 Penalty: 2777.378662
	Iteration 18Q: 3 clusters Score -517378.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -517385.687500 Penalty: 2777.378662
	Iteration 19Q: 3 clusters Score -517385.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -517395.562500 Penalty: 2777.378662
	Iteration 20F: 3 clusters Score -517395.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -517406.250000 Penalty: 2777.378662
	Iteration 21Q: 3 clusters Score -517406.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -517416.968750 Penalty: 2777.378662
	Iteration 22Q: 3 clusters Score -517417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -517429.250000 Penalty: 2777.378662
	Iteration 23Q: 3 clusters Score -517429.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -517439.687500 Penalty: 2777.378662
	Iteration 24Q: 3 clusters Score -517439.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -517451.468750 Penalty: 2777.378662
	Iteration 25Q: 3 clusters Score -517451.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -517466.281250 Penalty: 2777.378662
	Iteration 26Q: 3 clusters Score -517466.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -517482.718750 Penalty: 2777.378662
	Iteration 27Q: 3 clusters Score -517482.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -517498.468750 Penalty: 2777.378662
	Iteration 28Q: 3 clusters Score -517498.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -517512.468750 Penalty: 2777.378662
	Iteration 29Q: 3 clusters Score -517512.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -517520.500000 Penalty: 2777.378662
	Iteration 30Q: 3 clusters Score -517520.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -517529.312500 Penalty: 2777.378662
	Iteration 31Q: 3 clusters Score -517529.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -517533.375000 Penalty: 2777.378662
	Iteration 32Q: 3 clusters Score -517533.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -517535.593750 Penalty: 2777.378662
	Iteration 33Q: 3 clusters Score -517535.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -517537.968750 Penalty: 2777.378662
	Iteration 34Q: 3 clusters Score -517538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -517538.750000 Penalty: 2777.378662
	Iteration 35Q: 3 clusters Score -517538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -517538.875000 Penalty: 2777.378662
	Iteration 36Q: 3 clusters Score -517538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -517540.093750 Penalty: 2777.378662
	Iteration 37Q: 3 clusters Score -517540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -517540.718750 Penalty: 2777.378662
	Iteration 38Q: 3 clusters Score -517540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -517539.968750 Penalty: 2777.378662
	Iteration 39Q: 3 clusters Score -517540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -517539.968750 Penalty: 2777.378662
	Iteration 40F: 3 clusters Score -517540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -517540.125000 Penalty: 2777.378662
	Iteration 41Q: 3 clusters Score -517540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -517540.718750 Penalty: 2777.378662
	Iteration 42Q: 3 clusters Score -517540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -517541.718750 Penalty: 2777.378662
	Iteration 43Q: 3 clusters Score -517541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -517541.875000 Penalty: 2777.378662
	Iteration 44Q: 3 clusters Score -517541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -517541.812500 Penalty: 2777.378662
	Iteration 45Q: 3 clusters Score -517541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -517541.718750 Penalty: 2777.378662
	Iteration 46Q: 3 clusters Score -517541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -517542.625000 Penalty: 2777.378662
	Iteration 47Q: 3 clusters Score -517542.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -517542.625000 Penalty: 2777.378662
	Iteration 48F: 3 clusters Score -517542.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -135169.843750 Penalty: 1169.218018
	Iteration 0F: 2 clusters Score -135169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133544.093750 Penalty: 2338.436035
	Iteration 0F: 3 clusters Score -133544.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133875.718750 Penalty: 2338.436035
	Iteration 1F: 3 clusters Score -133875.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133961.796875 Penalty: 2338.436035
	Iteration 2F: 3 clusters Score -133961.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -134016.875000 Penalty: 2338.436035
	Iteration 3F: 3 clusters Score -134016.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134051.203125 Penalty: 2338.436035
	Iteration 4Q: 3 clusters Score -134051.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -134076.187500 Penalty: 2338.436035
	Iteration 5Q: 3 clusters Score -134076.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -134097.343750 Penalty: 2338.436035
	Iteration 6Q: 3 clusters Score -134097.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -134126.250000 Penalty: 2338.436035
	Iteration 7Q: 3 clusters Score -134126.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134158.828125 Penalty: 2338.436035
	Iteration 8Q: 3 clusters Score -134158.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134191.312500 Penalty: 2338.436035
	Iteration 9Q: 3 clusters Score -134191.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -134241.546875 Penalty: 2338.436035
	Iteration 10Q: 3 clusters Score -134241.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -134321.593750 Penalty: 2338.436035
	Iteration 11Q: 3 clusters Score -134321.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134391.218750 Penalty: 2338.436035
	Iteration 12Q: 3 clusters Score -134391.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -134447.046875 Penalty: 2338.436035
	Iteration 13Q: 3 clusters Score -134447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -134546.453125 Penalty: 2338.436035
	Iteration 14Q: 3 clusters Score -134546.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -134610.484375 Penalty: 2338.436035
	Iteration 15Q: 3 clusters Score -134610.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -134645.296875 Penalty: 2338.436035
	Iteration 16Q: 3 clusters Score -134645.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -134667.828125 Penalty: 2338.436035
	Iteration 17Q: 3 clusters Score -134667.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -134691.015625 Penalty: 2338.436035
	Iteration 18Q: 3 clusters Score -134691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -134708.531250 Penalty: 2338.436035
	Iteration 19Q: 3 clusters Score -134708.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -134801.859375 Penalty: 2338.436035
	Iteration 20F: 3 clusters Score -134801.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -134860.328125 Penalty: 2338.436035
	Iteration 21Q: 3 clusters Score -134860.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -134883.734375 Penalty: 2338.436035
	Iteration 22Q: 3 clusters Score -134883.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -134894.593750 Penalty: 2338.436035
	Iteration 23Q: 3 clusters Score -134894.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -134905.515625 Penalty: 2338.436035
	Iteration 24Q: 3 clusters Score -134905.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -134915.515625 Penalty: 2338.436035
	Iteration 25Q: 3 clusters Score -134915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -134922.687500 Penalty: 2338.436035
	Iteration 26Q: 3 clusters Score -134922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -134927.468750 Penalty: 2338.436035
	Iteration 27Q: 3 clusters Score -134927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -134929.312500 Penalty: 2338.436035
	Iteration 28Q: 3 clusters Score -134929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -134930.968750 Penalty: 2338.436035
	Iteration 29Q: 3 clusters Score -134931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -134934.375000 Penalty: 2338.436035
	Iteration 30Q: 3 clusters Score -134934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -134936.281250 Penalty: 2338.436035
	Iteration 31Q: 3 clusters Score -134936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -134936.546875 Penalty: 2338.436035
	Iteration 32Q: 3 clusters Score -134936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -134936.546875 Penalty: 2338.436035
	Iteration 33F: 3 clusters Score -134936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Entering Unmasked Estep 
Score: -2697554.250000 Penalty: 1644.508057
	Iteration 0F: 2 clusters Score -2697554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2680685.250000 Penalty: 3289.016113
	Iteration 0F: 3 clusters Score -2680685 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2687144.750000 Penalty: 3289.016113
	Iteration 1F: 3 clusters Score -2687145 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2687561.500000 Penalty: 3289.016113
	Iteration 2Q: 3 clusters Score -2687562 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2688023.750000 Penalty: 3289.016113
	Iteration 3Q: 3 clusters Score -2688024 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2688632.500000 Penalty: 3289.016113
	Iteration 4Q: 3 clusters Score -2688632 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2689498.250000 Penalty: 3289.016113
	Iteration 5F: 3 clusters Score -2689498 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2690757.500000 Penalty: 3289.016113
	Iteration 6F: 3 clusters Score -2690758 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2692383.750000 Penalty: 3289.016113
	Iteration 7F: 3 clusters Score -2692384 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2694082.250000 Penalty: 3289.016113
	Iteration 8F: 3 clusters Score -2694082 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2695252.500000 Penalty: 3289.016113
	Iteration 9Q: 3 clusters Score -2695252 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2695867.500000 Penalty: 3289.016113
	Iteration 10Q: 3 clusters Score -2695868 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2696129.250000 Penalty: 3289.016113
	Iteration 11Q: 3 clusters Score -2696129 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2696227.500000 Penalty: 3289.016113
	Iteration 12Q: 3 clusters Score -2696228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2696273.250000 Penalty: 3289.016113
	Iteration 13Q: 3 clusters Score -2696273 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2696292.500000 Penalty: 3289.016113
	Iteration 14Q: 3 clusters Score -2696292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2696321.000000 Penalty: 3289.016113
	Iteration 15Q: 3 clusters Score -2696321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2696342.000000 Penalty: 3289.016113
	Iteration 16Q: 3 clusters Score -2696342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2696354.000000 Penalty: 3289.016113
	Iteration 17Q: 3 clusters Score -2696354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2696367.000000 Penalty: 3289.016113
	Iteration 18Q: 3 clusters Score -2696367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2696373.500000 Penalty: 3289.016113
	Iteration 19Q: 3 clusters Score -2696374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2696377.500000 Penalty: 3289.016113
	Iteration 20F: 3 clusters Score -2696378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2696380.250000 Penalty: 3289.016113
	Iteration 21Q: 3 clusters Score -2696380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2696395.750000 Penalty: 3289.016113
	Iteration 22Q: 3 clusters Score -2696396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2696400.750000 Penalty: 3289.016113
	Iteration 23Q: 3 clusters Score -2696401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2696404.250000 Penalty: 3289.016113
	Iteration 24Q: 3 clusters Score -2696404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2696406.250000 Penalty: 3289.016113
	Iteration 25Q: 3 clusters Score -2696406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2696409.250000 Penalty: 3289.016113
	Iteration 26Q: 3 clusters Score -2696409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2696411.500000 Penalty: 3289.016113
	Iteration 27Q: 3 clusters Score -2696412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2696411.500000 Penalty: 3289.016113
	Iteration 28Q: 3 clusters Score -2696412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2696411.000000 Penalty: 3289.016113
	Iteration 29Q: 3 clusters Score -2696411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2696411.000000 Penalty: 3289.016113
	Iteration 30F: 3 clusters Score -2696411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Entering Unmasked Estep 
Score: -808846.062500 Penalty: 1452.212524
	Iteration 0F: 2 clusters Score -808846.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -803276.312500 Penalty: 2904.425049
	Iteration 0F: 3 clusters Score -803276.3 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -805109.562500 Penalty: 2904.425049
	Iteration 1F: 3 clusters Score -805109.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -805431.250000 Penalty: 2904.425049
	Iteration 2F: 3 clusters Score -805431.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -805689.000000 Penalty: 2904.425049
	Iteration 3F: 3 clusters Score -805689 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -805899.500000 Penalty: 2904.425049
	Iteration 4F: 3 clusters Score -805899.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -806095.000000 Penalty: 2904.425049
	Iteration 5Q: 3 clusters Score -806095 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -806283.875000 Penalty: 2904.425049
	Iteration 6Q: 3 clusters Score -806283.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -806472.062500 Penalty: 2904.425049
	Iteration 7Q: 3 clusters Score -806472.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -806645.125000 Penalty: 2904.425049
	Iteration 8Q: 3 clusters Score -806645.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -806803.375000 Penalty: 2904.425049
	Iteration 9Q: 3 clusters Score -806803.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -806956.625000 Penalty: 2904.425049
	Iteration 10Q: 3 clusters Score -806956.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -807110.125000 Penalty: 2904.425049
	Iteration 11Q: 3 clusters Score -807110.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -807230.562500 Penalty: 2904.425049
	Iteration 12Q: 3 clusters Score -807230.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -807369.625000 Penalty: 2904.425049
	Iteration 13Q: 3 clusters Score -807369.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -807473.562500 Penalty: 2904.425049
	Iteration 14Q: 3 clusters Score -807473.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -807556.687500 Penalty: 2904.425049
	Iteration 15Q: 3 clusters Score -807556.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -807630.312500 Penalty: 2904.425049
	Iteration 16Q: 3 clusters Score -807630.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -807686.500000 Penalty: 2904.425049
	Iteration 17Q: 3 clusters Score -807686.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -807720.000000 Penalty: 2904.425049
	Iteration 18Q: 3 clusters Score -807720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -807744.125000 Penalty: 2904.425049
	Iteration 19Q: 3 clusters Score -807744.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -807769.500000 Penalty: 2904.425049
	Iteration 20F: 3 clusters Score -807769.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -807785.437500 Penalty: 2904.425049
	Iteration 21Q: 3 clusters Score -807785.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -807800.875000 Penalty: 2904.425049
	Iteration 22Q: 3 clusters Score -807800.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -807812.187500 Penalty: 2904.425049
	Iteration 23Q: 3 clusters Score -807812.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -807823.937500 Penalty: 2904.425049
	Iteration 24Q: 3 clusters Score -807823.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -807833.250000 Penalty: 2904.425049
	Iteration 25Q: 3 clusters Score -807833.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -807842.000000 Penalty: 2904.425049
	Iteration 26Q: 3 clusters Score -807842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -807847.562500 Penalty: 2904.425049
	Iteration 27Q: 3 clusters Score -807847.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -807851.812500 Penalty: 2904.425049
	Iteration 28Q: 3 clusters Score -807851.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -807855.937500 Penalty: 2904.425049
	Iteration 29Q: 3 clusters Score -807855.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -807858.125000 Penalty: 2904.425049
	Iteration 30Q: 3 clusters Score -807858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -807861.500000 Penalty: 2904.425049
	Iteration 31Q: 3 clusters Score -807861.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -807862.312500 Penalty: 2904.425049
	Iteration 32Q: 3 clusters Score -807862.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -807864.875000 Penalty: 2904.425049
	Iteration 33Q: 3 clusters Score -807864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -807864.437500 Penalty: 2904.425049
	Iteration 34Q: 3 clusters Score -807864.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -807868.687500 Penalty: 2904.425049
	Iteration 35Q: 3 clusters Score -807868.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -807867.125000 Penalty: 2904.425049
	Iteration 36Q: 3 clusters Score -807867.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -807870.187500 Penalty: 2904.425049
	Iteration 37Q: 3 clusters Score -807870.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -807874.000000 Penalty: 2904.425049
	Iteration 38Q: 3 clusters Score -807874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -807877.937500 Penalty: 2904.425049
	Iteration 39Q: 3 clusters Score -807877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -807876.937500 Penalty: 2904.425049
	Iteration 40F: 3 clusters Score -807876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -807876.937500 Penalty: 2904.425049
	Iteration 41Q: 3 clusters Score -807876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -807875.562500 Penalty: 2904.425049
	Iteration 42Q: 3 clusters Score -807875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -807876.500000 Penalty: 2904.425049
	Iteration 43Q: 3 clusters Score -807876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -807877.312500 Penalty: 2904.425049
	Iteration 44Q: 3 clusters Score -807877.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -807878.250000 Penalty: 2904.425049
	Iteration 45Q: 3 clusters Score -807878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -807878.250000 Penalty: 2904.425049
	Iteration 46F: 3 clusters Score -807878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Entering Unmasked Estep 
Score: -684553.687500 Penalty: 1423.853638
	Iteration 0F: 2 clusters Score -684553.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -679642.125000 Penalty: 2847.707275
	Iteration 0F: 3 clusters Score -679642.1 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -681098.750000 Penalty: 2847.707275
	Iteration 1F: 3 clusters Score -681098.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -681323.125000 Penalty: 2847.707275
	Iteration 2F: 3 clusters Score -681323.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -681510.125000 Penalty: 2847.707275
	Iteration 3F: 3 clusters Score -681510.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -681682.250000 Penalty: 2847.707275
	Iteration 4Q: 3 clusters Score -681682.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -681878.062500 Penalty: 2847.707275
	Iteration 5Q: 3 clusters Score -681878.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -682085.687500 Penalty: 2847.707275
	Iteration 6Q: 3 clusters Score -682085.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -682307.500000 Penalty: 2847.707275
	Iteration 7Q: 3 clusters Score -682307.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -682547.437500 Penalty: 2847.707275
	Iteration 8Q: 3 clusters Score -682547.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -682804.875000 Penalty: 2847.707275
	Iteration 9Q: 3 clusters Score -682804.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -683063.812500 Penalty: 2847.707275
	Iteration 10Q: 3 clusters Score -683063.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -683309.562500 Penalty: 2847.707275
	Iteration 11Q: 3 clusters Score -683309.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -683513.187500 Penalty: 2847.707275
	Iteration 12Q: 3 clusters Score -683513.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -683622.312500 Penalty: 2847.707275
	Iteration 13Q: 3 clusters Score -683622.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -683676.625000 Penalty: 2847.707275
	Iteration 14Q: 3 clusters Score -683676.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -683701.500000 Penalty: 2847.707275
	Iteration 15Q: 3 clusters Score -683701.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -683710.062500 Penalty: 2847.707275
	Iteration 16Q: 3 clusters Score -683710.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -683716.437500 Penalty: 2847.707275
	Iteration 17Q: 3 clusters Score -683716.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -683717.750000 Penalty: 2847.707275
	Iteration 18Q: 3 clusters Score -683717.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -683723.187500 Penalty: 2847.707275
	Iteration 19Q: 3 clusters Score -683723.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -683729.062500 Penalty: 2847.707275
	Iteration 20F: 3 clusters Score -683729.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -683733.125000 Penalty: 2847.707275
	Iteration 21Q: 3 clusters Score -683733.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -683733.875000 Penalty: 2847.707275
	Iteration 22Q: 3 clusters Score -683733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -683736.062500 Penalty: 2847.707275
	Iteration 23Q: 3 clusters Score -683736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -683736.562500 Penalty: 2847.707275
	Iteration 24Q: 3 clusters Score -683736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -683739.062500 Penalty: 2847.707275
	Iteration 25Q: 3 clusters Score -683739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -683737.375000 Penalty: 2847.707275
	Iteration 26Q: 3 clusters Score -683737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -683739.562500 Penalty: 2847.707275
	Iteration 27Q: 3 clusters Score -683739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -683740.562500 Penalty: 2847.707275
	Iteration 28Q: 3 clusters Score -683740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -683741.437500 Penalty: 2847.707275
	Iteration 29Q: 3 clusters Score -683741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -683741.125000 Penalty: 2847.707275
	Iteration 30Q: 3 clusters Score -683741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -683741.812500 Penalty: 2847.707275
	Iteration 31Q: 3 clusters Score -683741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -683742.062500 Penalty: 2847.707275
	Iteration 32Q: 3 clusters Score -683742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -683744.000000 Penalty: 2847.707275
	Iteration 33Q: 3 clusters Score -683744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -683744.750000 Penalty: 2847.707275
	Iteration 34Q: 3 clusters Score -683744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -683744.187500 Penalty: 2847.707275
	Iteration 35Q: 3 clusters Score -683744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -683744.312500 Penalty: 2847.707275
	Iteration 36Q: 3 clusters Score -683744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -683743.812500 Penalty: 2847.707275
	Iteration 37Q: 3 clusters Score -683743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -683743.812500 Penalty: 2847.707275
	Iteration 38F: 3 clusters Score -683743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42094.738281 Penalty: 975.631653
	Iteration 0F: 2 clusters Score -42094.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41129.328125 Penalty: 1951.263306
	Iteration 0F: 3 clusters Score -41129.33 nChanged 93
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: -41537.472656 Penalty: 1951.263306
	Iteration 1F: 3 clusters Score -41537.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41700.933594 Penalty: 1951.263306
	Iteration 2F: 3 clusters Score -41700.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41776.097656 Penalty: 1951.263306
	Iteration 3F: 3 clusters Score -41776.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41821.367188 Penalty: 1951.263306
	Iteration 4Q: 3 clusters Score -41821.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41870.355469 Penalty: 1951.263306
	Iteration 5Q: 3 clusters Score -41870.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41891.398438 Penalty: 1951.263306
	Iteration 6Q: 3 clusters Score -41891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41921.789062 Penalty: 1951.263306
	Iteration 7Q: 3 clusters Score -41921.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41945.699219 Penalty: 1951.263306
	Iteration 8Q: 3 clusters Score -41945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41959.664062 Penalty: 1951.263306
	Iteration 9Q: 3 clusters Score -41959.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -41994.984375 Penalty: 1951.263306
	Iteration 10Q: 3 clusters Score -41994.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -42011.316406 Penalty: 1951.263306
	Iteration 11Q: 3 clusters Score -42011.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -42020.664062 Penalty: 1951.263306
	Iteration 12Q: 3 clusters Score -42020.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -42033.992188 Penalty: 1951.263306
	Iteration 13Q: 3 clusters Score -42033.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -42033.992188 Penalty: 1951.263306
	Iteration 14F: 3 clusters Score -42033.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Entering Unmasked Estep 
Score: -495289.593750 Penalty: 1366.053711
	Iteration 0F: 2 clusters Score -495289.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -491654.375000 Penalty: 2732.107422
	Iteration 0F: 3 clusters Score -491654.4 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -492584.718750 Penalty: 2732.107422
	Iteration 1F: 3 clusters Score -492584.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -492799.593750 Penalty: 2732.107422
	Iteration 2F: 3 clusters Score -492799.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -492961.156250 Penalty: 2732.107422
	Iteration 3F: 3 clusters Score -492961.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -493102.656250 Penalty: 2732.107422
	Iteration 4F: 3 clusters Score -493102.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -493250.500000 Penalty: 2732.107422
	Iteration 5Q: 3 clusters Score -493250.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -493373.500000 Penalty: 2732.107422
	Iteration 6Q: 3 clusters Score -493373.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -493502.312500 Penalty: 2732.107422
	Iteration 7Q: 3 clusters Score -493502.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -493626.750000 Penalty: 2732.107422
	Iteration 8Q: 3 clusters Score -493626.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -493742.343750 Penalty: 2732.107422
	Iteration 9Q: 3 clusters Score -493742.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -493845.750000 Penalty: 2732.107422
	Iteration 10Q: 3 clusters Score -493845.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -493939.437500 Penalty: 2732.107422
	Iteration 11Q: 3 clusters Score -493939.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -494018.437500 Penalty: 2732.107422
	Iteration 12Q: 3 clusters Score -494018.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -494064.531250 Penalty: 2732.107422
	Iteration 13Q: 3 clusters Score -494064.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -494098.812500 Penalty: 2732.107422
	Iteration 14Q: 3 clusters Score -494098.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -494120.468750 Penalty: 2732.107422
	Iteration 15Q: 3 clusters Score -494120.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -494137.375000 Penalty: 2732.107422
	Iteration 16Q: 3 clusters Score -494137.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -494154.718750 Penalty: 2732.107422
	Iteration 17Q: 3 clusters Score -494154.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -494165.812500 Penalty: 2732.107422
	Iteration 18Q: 3 clusters Score -494165.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -494175.781250 Penalty: 2732.107422
	Iteration 19Q: 3 clusters Score -494175.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -494184.125000 Penalty: 2732.107422
	Iteration 20F: 3 clusters Score -494184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -494192.593750 Penalty: 2732.107422
	Iteration 21Q: 3 clusters Score -494192.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -494202.500000 Penalty: 2732.107422
	Iteration 22Q: 3 clusters Score -494202.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -494208.531250 Penalty: 2732.107422
	Iteration 23Q: 3 clusters Score -494208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -494214.437500 Penalty: 2732.107422
	Iteration 24Q: 3 clusters Score -494214.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -494218.437500 Penalty: 2732.107422
	Iteration 25Q: 3 clusters Score -494218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -494223.343750 Penalty: 2732.107422
	Iteration 26Q: 3 clusters Score -494223.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -494225.875000 Penalty: 2732.107422
	Iteration 27Q: 3 clusters Score -494225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -494228.437500 Penalty: 2732.107422
	Iteration 28Q: 3 clusters Score -494228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -494229.000000 Penalty: 2732.107422
	Iteration 29Q: 3 clusters Score -494229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -494228.656250 Penalty: 2732.107422
	Iteration 30Q: 3 clusters Score -494228.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -494228.656250 Penalty: 2732.107422
	Iteration 31F: 3 clusters Score -494228.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Entering Unmasked Estep 
Score: -1335191.625000 Penalty: 1524.578613
	Iteration 0F: 2 clusters Score -1335192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1326847.000000 Penalty: 3049.157227
	Iteration 0F: 3 clusters Score -1326847 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1329516.125000 Penalty: 3049.157227
	Iteration 1F: 3 clusters Score -1329516 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1329811.875000 Penalty: 3049.157227
	Iteration 2F: 3 clusters Score -1329812 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1330061.500000 Penalty: 3049.157227
	Iteration 3Q: 3 clusters Score -1330062 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1330299.250000 Penalty: 3049.157227
	Iteration 4Q: 3 clusters Score -1330299 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1330528.000000 Penalty: 3049.157227
	Iteration 5Q: 3 clusters Score -1330528 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1330741.750000 Penalty: 3049.157227
	Iteration 6Q: 3 clusters Score -1330742 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1330923.750000 Penalty: 3049.157227
	Iteration 7Q: 3 clusters Score -1330924 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1331106.375000 Penalty: 3049.157227
	Iteration 8Q: 3 clusters Score -1331106 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1331283.750000 Penalty: 3049.157227
	Iteration 9Q: 3 clusters Score -1331284 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1331473.875000 Penalty: 3049.157227
	Iteration 10Q: 3 clusters Score -1331474 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1331672.750000 Penalty: 3049.157227
	Iteration 11Q: 3 clusters Score -1331673 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1331905.125000 Penalty: 3049.157227
	Iteration 12Q: 3 clusters Score -1331905 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1332186.375000 Penalty: 3049.157227
	Iteration 13Q: 3 clusters Score -1332186 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1332475.625000 Penalty: 3049.157227
	Iteration 14Q: 3 clusters Score -1332476 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1332733.500000 Penalty: 3049.157227
	Iteration 15Q: 3 clusters Score -1332734 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1332950.250000 Penalty: 3049.157227
	Iteration 16Q: 3 clusters Score -1332950 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1333164.125000 Penalty: 3049.157227
	Iteration 17Q: 3 clusters Score -1333164 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1333317.250000 Penalty: 3049.157227
	Iteration 18Q: 3 clusters Score -1333317 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1333439.250000 Penalty: 3049.157227
	Iteration 19Q: 3 clusters Score -1333439 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1333539.250000 Penalty: 3049.157227
	Iteration 20F: 3 clusters Score -1333539 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1333626.000000 Penalty: 3049.157227
	Iteration 21Q: 3 clusters Score -1333626 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1333686.375000 Penalty: 3049.157227
	Iteration 22Q: 3 clusters Score -1333686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1333729.125000 Penalty: 3049.157227
	Iteration 23Q: 3 clusters Score -1333729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1333761.125000 Penalty: 3049.157227
	Iteration 24Q: 3 clusters Score -1333761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1333789.250000 Penalty: 3049.157227
	Iteration 25Q: 3 clusters Score -1333789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1333796.750000 Penalty: 3049.157227
	Iteration 26Q: 3 clusters Score -1333797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1333810.000000 Penalty: 3049.157227
	Iteration 27Q: 3 clusters Score -1333810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1333819.000000 Penalty: 3049.157227
	Iteration 28Q: 3 clusters Score -1333819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1333828.250000 Penalty: 3049.157227
	Iteration 29Q: 3 clusters Score -1333828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1333836.750000 Penalty: 3049.157227
	Iteration 30Q: 3 clusters Score -1333837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1333844.625000 Penalty: 3049.157227
	Iteration 31Q: 3 clusters Score -1333845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1333851.125000 Penalty: 3049.157227
	Iteration 32Q: 3 clusters Score -1333851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1333858.875000 Penalty: 3049.157227
	Iteration 33Q: 3 clusters Score -1333859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1333867.000000 Penalty: 3049.157227
	Iteration 34Q: 3 clusters Score -1333867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1333878.500000 Penalty: 3049.157227
	Iteration 35Q: 3 clusters Score -1333878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1333887.875000 Penalty: 3049.157227
	Iteration 36Q: 3 clusters Score -1333888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1333893.000000 Penalty: 3049.157227
	Iteration 37Q: 3 clusters Score -1333893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1333899.750000 Penalty: 3049.157227
	Iteration 38Q: 3 clusters Score -1333900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1333909.125000 Penalty: 3049.157227
	Iteration 39Q: 3 clusters Score -1333909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1333908.875000 Penalty: 3049.157227
	Iteration 40F: 3 clusters Score -1333909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1333910.500000 Penalty: 3049.157227
	Iteration 41Q: 3 clusters Score -1333910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1333913.125000 Penalty: 3049.157227
	Iteration 42Q: 3 clusters Score -1333913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1333914.500000 Penalty: 3049.157227
	Iteration 43Q: 3 clusters Score -1333914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1333914.125000 Penalty: 3049.157227
	Iteration 44Q: 3 clusters Score -1333914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1333914.125000 Penalty: 3049.157227
	Iteration 45F: 3 clusters Score -1333914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -33705.839844 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -33705.84 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 192 members 
Entering Unmasked Estep 
Score: -32778.343750 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -32778.34 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32942.550781 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -32942.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32977.097656 Penalty: 1927.116455
	Iteration 2Q: 3 clusters Score -32977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32991.093750 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -32991.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32994.953125 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -32994.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32994.953125 Penalty: 1927.116455
	Iteration 5F: 3 clusters Score -32994.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -937900.937500 Penalty: 1469.485229
	Iteration 0F: 2 clusters Score -937900.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -931688.937500 Penalty: 2938.970459
	Iteration 0F: 3 clusters Score -931688.9 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -933687.750000 Penalty: 2938.970459
	Iteration 1F: 3 clusters Score -933687.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -933925.812500 Penalty: 2938.970459
	Iteration 2F: 3 clusters Score -933925.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -934115.937500 Penalty: 2938.970459
	Iteration 3Q: 3 clusters Score -934115.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -934271.812500 Penalty: 2938.970459
	Iteration 4Q: 3 clusters Score -934271.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -934388.937500 Penalty: 2938.970459
	Iteration 5Q: 3 clusters Score -934388.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -934481.375000 Penalty: 2938.970459
	Iteration 6Q: 3 clusters Score -934481.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -934558.125000 Penalty: 2938.970459
	Iteration 7Q: 3 clusters Score -934558.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -934632.375000 Penalty: 2938.970459
	Iteration 8Q: 3 clusters Score -934632.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -934701.312500 Penalty: 2938.970459
	Iteration 9Q: 3 clusters Score -934701.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -934766.812500 Penalty: 2938.970459
	Iteration 10Q: 3 clusters Score -934766.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -934835.562500 Penalty: 2938.970459
	Iteration 11Q: 3 clusters Score -934835.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -934903.312500 Penalty: 2938.970459
	Iteration 12Q: 3 clusters Score -934903.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -934971.000000 Penalty: 2938.970459
	Iteration 13Q: 3 clusters Score -934971 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -935067.750000 Penalty: 2938.970459
	Iteration 14Q: 3 clusters Score -935067.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -935185.062500 Penalty: 2938.970459
	Iteration 15Q: 3 clusters Score -935185.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -935329.500000 Penalty: 2938.970459
	Iteration 16Q: 3 clusters Score -935329.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -935469.750000 Penalty: 2938.970459
	Iteration 17Q: 3 clusters Score -935469.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -935590.812500 Penalty: 2938.970459
	Iteration 18Q: 3 clusters Score -935590.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -935711.500000 Penalty: 2938.970459
	Iteration 19Q: 3 clusters Score -935711.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -935839.437500 Penalty: 2938.970459
	Iteration 20F: 3 clusters Score -935839.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -935926.687500 Penalty: 2938.970459
	Iteration 21Q: 3 clusters Score -935926.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -935994.875000 Penalty: 2938.970459
	Iteration 22Q: 3 clusters Score -935994.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -936072.312500 Penalty: 2938.970459
	Iteration 23Q: 3 clusters Score -936072.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -936150.500000 Penalty: 2938.970459
	Iteration 24Q: 3 clusters Score -936150.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -936220.937500 Penalty: 2938.970459
	Iteration 25Q: 3 clusters Score -936220.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -936290.625000 Penalty: 2938.970459
	Iteration 26Q: 3 clusters Score -936290.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -936344.375000 Penalty: 2938.970459
	Iteration 27Q: 3 clusters Score -936344.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -936388.437500 Penalty: 2938.970459
	Iteration 28Q: 3 clusters Score -936388.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -936431.000000 Penalty: 2938.970459
	Iteration 29Q: 3 clusters Score -936431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -936472.625000 Penalty: 2938.970459
	Iteration 30Q: 3 clusters Score -936472.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -936514.875000 Penalty: 2938.970459
	Iteration 31Q: 3 clusters Score -936514.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -936543.437500 Penalty: 2938.970459
	Iteration 32Q: 3 clusters Score -936543.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -936579.125000 Penalty: 2938.970459
	Iteration 33Q: 3 clusters Score -936579.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -936599.125000 Penalty: 2938.970459
	Iteration 34Q: 3 clusters Score -936599.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -936613.437500 Penalty: 2938.970459
	Iteration 35Q: 3 clusters Score -936613.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -936626.812500 Penalty: 2938.970459
	Iteration 36Q: 3 clusters Score -936626.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -936635.062500 Penalty: 2938.970459
	Iteration 37Q: 3 clusters Score -936635.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -936652.375000 Penalty: 2938.970459
	Iteration 38Q: 3 clusters Score -936652.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -936664.750000 Penalty: 2938.970459
	Iteration 39Q: 3 clusters Score -936664.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -936679.187500 Penalty: 2938.970459
	Iteration 40F: 3 clusters Score -936679.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -936688.125000 Penalty: 2938.970459
	Iteration 41Q: 3 clusters Score -936688.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -936696.625000 Penalty: 2938.970459
	Iteration 42Q: 3 clusters Score -936696.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -936701.937500 Penalty: 2938.970459
	Iteration 43Q: 3 clusters Score -936701.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -936706.250000 Penalty: 2938.970459
	Iteration 44Q: 3 clusters Score -936706.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -936712.500000 Penalty: 2938.970459
	Iteration 45Q: 3 clusters Score -936712.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -936720.250000 Penalty: 2938.970459
	Iteration 46Q: 3 clusters Score -936720.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -936724.875000 Penalty: 2938.970459
	Iteration 47Q: 3 clusters Score -936724.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -936730.625000 Penalty: 2938.970459
	Iteration 48Q: 3 clusters Score -936730.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -936736.812500 Penalty: 2938.970459
	Iteration 49Q: 3 clusters Score -936736.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -936745.500000 Penalty: 2938.970459
	Iteration 50Q: 3 clusters Score -936745.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -936757.062500 Penalty: 2938.970459
	Iteration 51Q: 3 clusters Score -936757.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -936765.625000 Penalty: 2938.970459
	Iteration 52Q: 3 clusters Score -936765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -936769.375000 Penalty: 2938.970459
	Iteration 53Q: 3 clusters Score -936769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -936772.875000 Penalty: 2938.970459
	Iteration 54Q: 3 clusters Score -936772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -936780.875000 Penalty: 2938.970459
	Iteration 55Q: 3 clusters Score -936780.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -936786.312500 Penalty: 2938.970459
	Iteration 56Q: 3 clusters Score -936786.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -936791.437500 Penalty: 2938.970459
	Iteration 57Q: 3 clusters Score -936791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -936792.000000 Penalty: 2938.970459
	Iteration 58Q: 3 clusters Score -936792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -936794.312500 Penalty: 2938.970459
	Iteration 59Q: 3 clusters Score -936794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -936796.312500 Penalty: 2938.970459
	Iteration 60F: 3 clusters Score -936796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -936795.937500 Penalty: 2938.970459
	Iteration 61Q: 3 clusters Score -936795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -936799.750000 Penalty: 2938.970459
	Iteration 62Q: 3 clusters Score -936799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -936800.312500 Penalty: 2938.970459
	Iteration 63Q: 3 clusters Score -936800.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -936804.687500 Penalty: 2938.970459
	Iteration 64Q: 3 clusters Score -936804.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -936804.312500 Penalty: 2938.970459
	Iteration 65Q: 3 clusters Score -936804.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -936804.312500 Penalty: 2938.970459
	Iteration 66F: 3 clusters Score -936804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Entering Unmasked Estep 
Score: -1716953.000000 Penalty: 1566.210571
	Iteration 0F: 2 clusters Score -1716953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1706497.000000 Penalty: 3132.421143
	Iteration 0F: 3 clusters Score -1706497 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1710136.875000 Penalty: 3132.421143
	Iteration 1F: 3 clusters Score -1710137 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1710556.875000 Penalty: 3132.421143
	Iteration 2F: 3 clusters Score -1710557 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1711097.625000 Penalty: 3132.421143
	Iteration 3F: 3 clusters Score -1711098 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1711902.250000 Penalty: 3132.421143
	Iteration 4F: 3 clusters Score -1711902 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1712975.625000 Penalty: 3132.421143
	Iteration 5F: 3 clusters Score -1712976 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1714097.875000 Penalty: 3132.421143
	Iteration 6F: 3 clusters Score -1714098 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1715065.875000 Penalty: 3132.421143
	Iteration 7F: 3 clusters Score -1715066 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1715627.625000 Penalty: 3132.421143
	Iteration 8F: 3 clusters Score -1715628 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1715946.625000 Penalty: 3132.421143
	Iteration 9Q: 3 clusters Score -1715947 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1716147.750000 Penalty: 3132.421143
	Iteration 10Q: 3 clusters Score -1716148 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1716323.750000 Penalty: 3132.421143
	Iteration 11Q: 3 clusters Score -1716324 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1716487.625000 Penalty: 3132.421143
	Iteration 12Q: 3 clusters Score -1716488 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1716639.875000 Penalty: 3132.421143
	Iteration 13Q: 3 clusters Score -1716640 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1716757.625000 Penalty: 3132.421143
	Iteration 14Q: 3 clusters Score -1716758 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1716824.500000 Penalty: 3132.421143
	Iteration 15Q: 3 clusters Score -1716824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1716868.250000 Penalty: 3132.421143
	Iteration 16Q: 3 clusters Score -1716868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1716895.250000 Penalty: 3132.421143
	Iteration 17Q: 3 clusters Score -1716895 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1716915.750000 Penalty: 3132.421143
	Iteration 18Q: 3 clusters Score -1716916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1716936.625000 Penalty: 3132.421143
	Iteration 19Q: 3 clusters Score -1716937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1716949.750000 Penalty: 3132.421143
	Iteration 20F: 3 clusters Score -1716950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1716952.875000 Penalty: 3132.421143
	Iteration 21Q: 3 clusters Score -1716953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1716963.375000 Penalty: 3132.421143
	Iteration 22Q: 3 clusters Score -1716963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1716970.375000 Penalty: 3132.421143
	Iteration 23Q: 3 clusters Score -1716970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1716972.875000 Penalty: 3132.421143
	Iteration 24Q: 3 clusters Score -1716973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1716972.250000 Penalty: 3132.421143
	Iteration 25Q: 3 clusters Score -1716972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1716970.750000 Penalty: 3132.421143
	Iteration 26Q: 3 clusters Score -1716971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1716976.625000 Penalty: 3132.421143
	Iteration 27Q: 3 clusters Score -1716977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1716976.750000 Penalty: 3132.421143
	Iteration 28Q: 3 clusters Score -1716977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1716981.500000 Penalty: 3132.421143
	Iteration 29Q: 3 clusters Score -1716982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1716979.000000 Penalty: 3132.421143
	Iteration 30Q: 3 clusters Score -1716979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1716985.375000 Penalty: 3132.421143
	Iteration 31Q: 3 clusters Score -1716985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1716986.125000 Penalty: 3132.421143
	Iteration 32Q: 3 clusters Score -1716986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1716984.625000 Penalty: 3132.421143
	Iteration 33Q: 3 clusters Score -1716985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1716984.000000 Penalty: 3132.421143
	Iteration 34Q: 3 clusters Score -1716984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1716982.125000 Penalty: 3132.421143
	Iteration 35Q: 3 clusters Score -1716982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1716985.125000 Penalty: 3132.421143
	Iteration 36Q: 3 clusters Score -1716985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1716985.125000 Penalty: 3132.421143
	Iteration 37F: 3 clusters Score -1716985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 19128 members 
Mstep: Class 4 contains 5145 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24836 members 
Mstep: Class 7 contains 7606 members 
Mstep: Class 8 contains 6388 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4476 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8459 members 
Mstep: Class 14 contains 12169 members 
Mstep: Class 15 contains 8291 members 
Mstep: Class 16 contains 73791 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 168310 members 
Mstep: Class 19 contains 14487 members 
Entering Unmasked Estep 
Score: -41702144.000000 Penalty: 39716.023438
Splitting cluster 14 changes total score from -41702720.000000 to -41702144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Entering Unmasked Estep 
Score: -895884.062500 Penalty: 1466.225586
	Iteration 0F: 2 clusters Score -895884.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -889790.437500 Penalty: 2932.451172
	Iteration 0F: 3 clusters Score -889790.4 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -891897.000000 Penalty: 2932.451172
	Iteration 1F: 3 clusters Score -891897 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -892423.062500 Penalty: 2932.451172
	Iteration 2F: 3 clusters Score -892423.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -893006.062500 Penalty: 2932.451172
	Iteration 3F: 3 clusters Score -893006.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -893620.250000 Penalty: 2932.451172
	Iteration 4F: 3 clusters Score -893620.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -894106.312500 Penalty: 2932.451172
	Iteration 5F: 3 clusters Score -894106.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -894462.250000 Penalty: 2932.451172
	Iteration 6F: 3 clusters Score -894462.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -894726.312500 Penalty: 2932.451172
	Iteration 7Q: 3 clusters Score -894726.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -894917.937500 Penalty: 2932.451172
	Iteration 8Q: 3 clusters Score -894917.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -895052.687500 Penalty: 2932.451172
	Iteration 9Q: 3 clusters Score -895052.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -895164.437500 Penalty: 2932.451172
	Iteration 10Q: 3 clusters Score -895164.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -895265.875000 Penalty: 2932.451172
	Iteration 11Q: 3 clusters Score -895265.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -895329.562500 Penalty: 2932.451172
	Iteration 12Q: 3 clusters Score -895329.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -895379.750000 Penalty: 2932.451172
	Iteration 13Q: 3 clusters Score -895379.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -895426.375000 Penalty: 2932.451172
	Iteration 14Q: 3 clusters Score -895426.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -895458.500000 Penalty: 2932.451172
	Iteration 15Q: 3 clusters Score -895458.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -895492.000000 Penalty: 2932.451172
	Iteration 16Q: 3 clusters Score -895492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -895511.187500 Penalty: 2932.451172
	Iteration 17Q: 3 clusters Score -895511.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -895531.125000 Penalty: 2932.451172
	Iteration 18Q: 3 clusters Score -895531.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -895561.812500 Penalty: 2932.451172
	Iteration 19Q: 3 clusters Score -895561.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -895593.187500 Penalty: 2932.451172
	Iteration 20F: 3 clusters Score -895593.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -895614.062500 Penalty: 2932.451172
	Iteration 21Q: 3 clusters Score -895614.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -895629.500000 Penalty: 2932.451172
	Iteration 22Q: 3 clusters Score -895629.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -895641.125000 Penalty: 2932.451172
	Iteration 23Q: 3 clusters Score -895641.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -895652.312500 Penalty: 2932.451172
	Iteration 24Q: 3 clusters Score -895652.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -895662.687500 Penalty: 2932.451172
	Iteration 25Q: 3 clusters Score -895662.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -895669.062500 Penalty: 2932.451172
	Iteration 26Q: 3 clusters Score -895669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -895674.562500 Penalty: 2932.451172
	Iteration 27Q: 3 clusters Score -895674.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -895678.312500 Penalty: 2932.451172
	Iteration 28Q: 3 clusters Score -895678.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -895680.875000 Penalty: 2932.451172
	Iteration 29Q: 3 clusters Score -895680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -895680.687500 Penalty: 2932.451172
	Iteration 30Q: 3 clusters Score -895680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -895680.687500 Penalty: 2932.451172
	Iteration 31F: 3 clusters Score -895680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73791 members 
Entering Unmasked Estep 
Score: -8224042.000000 Penalty: 1821.461182
	Iteration 0F: 2 clusters Score -8224042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -8174426.000000 Penalty: 3642.922363
	Iteration 0F: 3 clusters Score -8174426 nChanged 35295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -8195130.000000 Penalty: 3642.922363
	Iteration 1F: 3 clusters Score -8195130 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -8196179.000000 Penalty: 3642.922363
	Iteration 2Q: 3 clusters Score -8196179 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8197750.500000 Penalty: 3642.922363
	Iteration 3Q: 3 clusters Score -8197750 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -8200334.500000 Penalty: 3642.922363
	Iteration 4F: 3 clusters Score -8200334 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -8204248.000000 Penalty: 3642.922363
	Iteration 5F: 3 clusters Score -8204248 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -8209139.500000 Penalty: 3642.922363
	Iteration 6F: 3 clusters Score -8209140 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -8213946.500000 Penalty: 3642.922363
	Iteration 7F: 3 clusters Score -8213946 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -8217483.500000 Penalty: 3642.922363
	Iteration 8F: 3 clusters Score -8217484 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -8219529.500000 Penalty: 3642.922363
	Iteration 9Q: 3 clusters Score -8219530 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -8220761.000000 Penalty: 3642.922363
	Iteration 10Q: 3 clusters Score -8220761 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -8221299.000000 Penalty: 3642.922363
	Iteration 11Q: 3 clusters Score -8221299 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -8221608.000000 Penalty: 3642.922363
	Iteration 12Q: 3 clusters Score -8221608 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -8221782.500000 Penalty: 3642.922363
	Iteration 13Q: 3 clusters Score -8221782 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -8221950.500000 Penalty: 3642.922363
	Iteration 14Q: 3 clusters Score -8221950 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -8222068.000000 Penalty: 3642.922363
	Iteration 15Q: 3 clusters Score -8222068 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -8222133.000000 Penalty: 3642.922363
	Iteration 16Q: 3 clusters Score -8222133 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -8222194.000000 Penalty: 3642.922363
	Iteration 17Q: 3 clusters Score -8222194 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -8222250.000000 Penalty: 3642.922363
	Iteration 18Q: 3 clusters Score -8222250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -8222284.000000 Penalty: 3642.922363
	Iteration 19Q: 3 clusters Score -8222284 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -8222316.500000 Penalty: 3642.922363
	Iteration 20F: 3 clusters Score -8222316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -8222352.500000 Penalty: 3642.922363
	Iteration 21Q: 3 clusters Score -8222352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -8222374.000000 Penalty: 3642.922363
	Iteration 22Q: 3 clusters Score -8222374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -8222389.000000 Penalty: 3642.922363
	Iteration 23Q: 3 clusters Score -8222389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -8222414.500000 Penalty: 3642.922363
	Iteration 24Q: 3 clusters Score -8222414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -8222412.000000 Penalty: 3642.922363
	Iteration 25Q: 3 clusters Score -8222412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -8222424.000000 Penalty: 3642.922363
	Iteration 26Q: 3 clusters Score -8222424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -8222446.000000 Penalty: 3642.922363
	Iteration 27Q: 3 clusters Score -8222446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -8222457.000000 Penalty: 3642.922363
	Iteration 28Q: 3 clusters Score -8222457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -8222463.500000 Penalty: 3642.922363
	Iteration 29Q: 3 clusters Score -8222464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -8222484.500000 Penalty: 3642.922363
	Iteration 30Q: 3 clusters Score -8222484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -8222484.500000 Penalty: 3642.922363
	Iteration 31Q: 3 clusters Score -8222484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -8222503.000000 Penalty: 3642.922363
	Iteration 32Q: 3 clusters Score -8222503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -8222513.000000 Penalty: 3642.922363
	Iteration 33Q: 3 clusters Score -8222513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -8222536.000000 Penalty: 3642.922363
	Iteration 34Q: 3 clusters Score -8222536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 72929 members 
Entering Unmasked Estep 
Score: -8222533.000000 Penalty: 3642.922363
	Iteration 35Q: 3 clusters Score -8222533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -8222546.500000 Penalty: 3642.922363
	Iteration 36Q: 3 clusters Score -8222546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -8222548.500000 Penalty: 3642.922363
	Iteration 37Q: 3 clusters Score -8222548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -8222554.000000 Penalty: 3642.922363
	Iteration 38Q: 3 clusters Score -8222554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -8222557.500000 Penalty: 3642.922363
	Iteration 39Q: 3 clusters Score -8222558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -8222563.000000 Penalty: 3642.922363
	Iteration 40F: 3 clusters Score -8222563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -8222565.500000 Penalty: 3642.922363
	Iteration 41Q: 3 clusters Score -8222566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -8222571.000000 Penalty: 3642.922363
	Iteration 42Q: 3 clusters Score -8222571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -8222582.000000 Penalty: 3642.922363
	Iteration 43Q: 3 clusters Score -8222582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -8222593.000000 Penalty: 3642.922363
	Iteration 44Q: 3 clusters Score -8222593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 73036 members 
Entering Unmasked Estep 
Score: -8222593.000000 Penalty: 3642.922363
	Iteration 45Q: 3 clusters Score -8222593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 73039 members 
Entering Unmasked Estep 
Score: -8222591.500000 Penalty: 3642.922363
	Iteration 46Q: 3 clusters Score -8222592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
Score: -8222588.500000 Penalty: 3642.922363
	Iteration 47Q: 3 clusters Score -8222588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 73048 members 
Entering Unmasked Estep 
Score: -8222589.500000 Penalty: 3642.922363
	Iteration 48Q: 3 clusters Score -8222590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -8222598.000000 Penalty: 3642.922363
	Iteration 49Q: 3 clusters Score -8222598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -8222594.500000 Penalty: 3642.922363
	Iteration 50Q: 3 clusters Score -8222594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -8222594.500000 Penalty: 3642.922363
	Iteration 51Q: 3 clusters Score -8222594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -8222594.000000 Penalty: 3642.922363
	Iteration 52Q: 3 clusters Score -8222594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -8222595.000000 Penalty: 3642.922363
	Iteration 53Q: 3 clusters Score -8222595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 73075 members 
Entering Unmasked Estep 
Score: -8222603.000000 Penalty: 3642.922363
	Iteration 54Q: 3 clusters Score -8222603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -8222601.500000 Penalty: 3642.922363
	Iteration 55Q: 3 clusters Score -8222602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -8222617.500000 Penalty: 3642.922363
	Iteration 56Q: 3 clusters Score -8222618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -8222612.500000 Penalty: 3642.922363
	Iteration 57Q: 3 clusters Score -8222612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -8222616.500000 Penalty: 3642.922363
	Iteration 58Q: 3 clusters Score -8222616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -8222618.000000 Penalty: 3642.922363
	Iteration 59Q: 3 clusters Score -8222618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -8222616.000000 Penalty: 3642.922363
	Iteration 60F: 3 clusters Score -8222616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -8222617.000000 Penalty: 3642.922363
	Iteration 61Q: 3 clusters Score -8222617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -8222622.500000 Penalty: 3642.922363
	Iteration 62Q: 3 clusters Score -8222622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -8222627.500000 Penalty: 3642.922363
	Iteration 63Q: 3 clusters Score -8222628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -8222630.500000 Penalty: 3642.922363
	Iteration 64Q: 3 clusters Score -8222630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -8222630.500000 Penalty: 3642.922363
	Iteration 65F: 3 clusters Score -8222630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168310 members 
Entering Unmasked Estep 
Score: -18473498.000000 Penalty: 1955.453979
	Iteration 0F: 2 clusters Score -1.84735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -18374132.000000 Penalty: 3910.907959
	Iteration 0F: 3 clusters Score -1.837413e+07 nChanged 81412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -18422770.000000 Penalty: 3910.907959
	Iteration 1F: 3 clusters Score -1.842277e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 85853 members 
Entering Unmasked Estep 
Score: -18424044.000000 Penalty: 3910.907959
	Iteration 2Q: 3 clusters Score -1.842404e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -18425608.000000 Penalty: 3910.907959
	Iteration 3Q: 3 clusters Score -1.842561e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -18427446.000000 Penalty: 3910.907959
	Iteration 4Q: 3 clusters Score -1.842745e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -18429732.000000 Penalty: 3910.907959
	Iteration 5Q: 3 clusters Score -1.842973e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74433 members 
Mstep: Class 2 contains 93877 members 
Entering Unmasked Estep 
Score: -18432718.000000 Penalty: 3910.907959
	Iteration 6Q: 3 clusters Score -1.843272e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71676 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -18436552.000000 Penalty: 3910.907959
	Iteration 7Q: 3 clusters Score -1.843655e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 98912 members 
Entering Unmasked Estep 
Score: -18442130.000000 Penalty: 3910.907959
	Iteration 8F: 3 clusters Score -1.844213e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -18449036.000000 Penalty: 3910.907959
	Iteration 9F: 3 clusters Score -1.844904e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -18453278.000000 Penalty: 3910.907959
	Iteration 10F: 3 clusters Score -1.845328e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -18454894.000000 Penalty: 3910.907959
	Iteration 11Q: 3 clusters Score -1.845489e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -18455408.000000 Penalty: 3910.907959
	Iteration 12Q: 3 clusters Score -1.845541e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 99799 members 
Entering Unmasked Estep 
Score: -18455542.000000 Penalty: 3910.907959
	Iteration 13Q: 3 clusters Score -1.845554e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 99418 members 
Entering Unmasked Estep 
Score: -18455646.000000 Penalty: 3910.907959
	Iteration 14Q: 3 clusters Score -1.845565e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 98874 members 
Entering Unmasked Estep 
Score: -18455696.000000 Penalty: 3910.907959
	Iteration 15Q: 3 clusters Score -1.84557e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -18455726.000000 Penalty: 3910.907959
	Iteration 16Q: 3 clusters Score -1.845573e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 97581 members 
Entering Unmasked Estep 
Score: -18455694.000000 Penalty: 3910.907959
	Iteration 17Q: 3 clusters Score -1.845569e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -18455790.000000 Penalty: 3910.907959
	Iteration 18Q: 3 clusters Score -1.845579e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -18455952.000000 Penalty: 3910.907959
	Iteration 19Q: 3 clusters Score -1.845595e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -18456036.000000 Penalty: 3910.907959
	Iteration 20F: 3 clusters Score -1.845604e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -18456096.000000 Penalty: 3910.907959
	Iteration 21Q: 3 clusters Score -1.84561e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -18456220.000000 Penalty: 3910.907959
	Iteration 22Q: 3 clusters Score -1.845622e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -18456346.000000 Penalty: 3910.907959
	Iteration 23Q: 3 clusters Score -1.845635e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -18456378.000000 Penalty: 3910.907959
	Iteration 24Q: 3 clusters Score -1.845638e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
Score: -18456454.000000 Penalty: 3910.907959
	Iteration 25Q: 3 clusters Score -1.845645e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -18456594.000000 Penalty: 3910.907959
	Iteration 26Q: 3 clusters Score -1.845659e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -18456614.000000 Penalty: 3910.907959
	Iteration 27Q: 3 clusters Score -1.845661e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
Score: -18456674.000000 Penalty: 3910.907959
	Iteration 28Q: 3 clusters Score -1.845667e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 84546 members 
Entering Unmasked Estep 
Score: -18456678.000000 Penalty: 3910.907959
	Iteration 29Q: 3 clusters Score -1.845668e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -18456680.000000 Penalty: 3910.907959
	Iteration 30Q: 3 clusters Score -1.845668e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86504 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -18456780.000000 Penalty: 3910.907959
	Iteration 31Q: 3 clusters Score -1.845678e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -18456852.000000 Penalty: 3910.907959
	Iteration 32Q: 3 clusters Score -1.845685e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -18456748.000000 Penalty: 3910.907959
	Iteration 33Q: 3 clusters Score -1.845675e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -18456564.000000 Penalty: 3910.907959
	Iteration 34Q: 3 clusters Score -1.845656e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -18456250.000000 Penalty: 3910.907959
	Iteration 35Q: 3 clusters Score -1.845625e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -18456054.000000 Penalty: 3910.907959
	Iteration 36Q: 3 clusters Score -1.845605e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -18455788.000000 Penalty: 3910.907959
	Iteration 37Q: 3 clusters Score -1.845579e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113929 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -18455624.000000 Penalty: 3910.907959
	Iteration 38Q: 3 clusters Score -1.845562e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -18455944.000000 Penalty: 3910.907959
	Iteration 39Q: 3 clusters Score -1.845594e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126230 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -18456736.000000 Penalty: 3910.907959
	Iteration 40F: 3 clusters Score -1.845674e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131942 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -18457628.000000 Penalty: 3910.907959
	Iteration 41Q: 3 clusters Score -1.845763e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137108 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -18458596.000000 Penalty: 3910.907959
	Iteration 42Q: 3 clusters Score -1.84586e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141665 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -18459784.000000 Penalty: 3910.907959
	Iteration 43Q: 3 clusters Score -1.845978e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145667 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -18461164.000000 Penalty: 3910.907959
	Iteration 44Q: 3 clusters Score -1.846116e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149159 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -18462394.000000 Penalty: 3910.907959
	Iteration 45Q: 3 clusters Score -1.846239e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -18463778.000000 Penalty: 3910.907959
	Iteration 46Q: 3 clusters Score -1.846378e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154766 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -18464894.000000 Penalty: 3910.907959
	Iteration 47Q: 3 clusters Score -1.846489e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156892 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -18466104.000000 Penalty: 3910.907959
	Iteration 48Q: 3 clusters Score -1.84661e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158592 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -18467094.000000 Penalty: 3910.907959
	Iteration 49Q: 3 clusters Score -1.846709e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160044 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -18467866.000000 Penalty: 3910.907959
	Iteration 50Q: 3 clusters Score -1.846787e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161237 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -18468588.000000 Penalty: 3910.907959
	Iteration 51Q: 3 clusters Score -1.846859e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -18469114.000000 Penalty: 3910.907959
	Iteration 52Q: 3 clusters Score -1.846911e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162925 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -18469574.000000 Penalty: 3910.907959
	Iteration 53Q: 3 clusters Score -1.846957e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163576 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -18470034.000000 Penalty: 3910.907959
	Iteration 54Q: 3 clusters Score -1.847003e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164140 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -18470390.000000 Penalty: 3910.907959
	Iteration 55Q: 3 clusters Score -1.847039e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164592 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -18470690.000000 Penalty: 3910.907959
	Iteration 56Q: 3 clusters Score -1.847069e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164930 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -18470946.000000 Penalty: 3910.907959
	Iteration 57Q: 3 clusters Score -1.847095e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -18471130.000000 Penalty: 3910.907959
	Iteration 58Q: 3 clusters Score -1.847113e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -18471222.000000 Penalty: 3910.907959
	Iteration 59Q: 3 clusters Score -1.847122e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -18471292.000000 Penalty: 3910.907959
	Iteration 60F: 3 clusters Score -1.847129e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165854 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -18471370.000000 Penalty: 3910.907959
	Iteration 61Q: 3 clusters Score -1.847137e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165984 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -18471430.000000 Penalty: 3910.907959
	Iteration 62Q: 3 clusters Score -1.847143e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166090 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -18471496.000000 Penalty: 3910.907959
	Iteration 63Q: 3 clusters Score -1.84715e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166178 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -18471558.000000 Penalty: 3910.907959
	Iteration 64Q: 3 clusters Score -1.847156e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166241 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -18471564.000000 Penalty: 3910.907959
	Iteration 65Q: 3 clusters Score -1.847156e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -18471600.000000 Penalty: 3910.907959
	Iteration 66Q: 3 clusters Score -1.84716e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166352 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -18471604.000000 Penalty: 3910.907959
	Iteration 67Q: 3 clusters Score -1.84716e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -18471624.000000 Penalty: 3910.907959
	Iteration 68Q: 3 clusters Score -1.847162e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166433 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -18471638.000000 Penalty: 3910.907959
	Iteration 69Q: 3 clusters Score -1.847164e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166468 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -18471668.000000 Penalty: 3910.907959
	Iteration 70Q: 3 clusters Score -1.847167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166502 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18471706.000000 Penalty: 3910.907959
	Iteration 71Q: 3 clusters Score -1.847171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166529 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -18471692.000000 Penalty: 3910.907959
	Iteration 72Q: 3 clusters Score -1.847169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166559 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -18471692.000000 Penalty: 3910.907959
	Iteration 73Q: 3 clusters Score -1.847169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166580 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -18471730.000000 Penalty: 3910.907959
	Iteration 74Q: 3 clusters Score -1.847173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166593 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -18471732.000000 Penalty: 3910.907959
	Iteration 75Q: 3 clusters Score -1.847173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166612 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -18471750.000000 Penalty: 3910.907959
	Iteration 76Q: 3 clusters Score -1.847175e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -18471750.000000 Penalty: 3910.907959
	Iteration 77Q: 3 clusters Score -1.847175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -18471762.000000 Penalty: 3910.907959
	Iteration 78Q: 3 clusters Score -1.847176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166653 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -18471752.000000 Penalty: 3910.907959
	Iteration 79Q: 3 clusters Score -1.847175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166669 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -18471764.000000 Penalty: 3910.907959
	Iteration 80F: 3 clusters Score -1.847176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -18471772.000000 Penalty: 3910.907959
	Iteration 81Q: 3 clusters Score -1.847177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166693 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -18471766.000000 Penalty: 3910.907959
	Iteration 82Q: 3 clusters Score -1.847177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166701 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -18471768.000000 Penalty: 3910.907959
	Iteration 83Q: 3 clusters Score -1.847177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -18471778.000000 Penalty: 3910.907959
	Iteration 84Q: 3 clusters Score -1.847178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166717 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -18471774.000000 Penalty: 3910.907959
	Iteration 85Q: 3 clusters Score -1.847177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166722 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18471788.000000 Penalty: 3910.907959
	Iteration 86Q: 3 clusters Score -1.847179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166729 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -18471792.000000 Penalty: 3910.907959
	Iteration 87Q: 3 clusters Score -1.847179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166733 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -18471786.000000 Penalty: 3910.907959
	Iteration 88Q: 3 clusters Score -1.847179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166738 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -18471788.000000 Penalty: 3910.907959
	Iteration 89Q: 3 clusters Score -1.847179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166742 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -18471800.000000 Penalty: 3910.907959
	Iteration 90Q: 3 clusters Score -1.84718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166747 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -18471794.000000 Penalty: 3910.907959
	Iteration 91Q: 3 clusters Score -1.847179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166751 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -18471790.000000 Penalty: 3910.907959
	Iteration 92Q: 3 clusters Score -1.847179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166758 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -18471792.000000 Penalty: 3910.907959
	Iteration 93Q: 3 clusters Score -1.847179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166765 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -18471800.000000 Penalty: 3910.907959
	Iteration 94Q: 3 clusters Score -1.84718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -18471810.000000 Penalty: 3910.907959
	Iteration 95Q: 3 clusters Score -1.847181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -18471814.000000 Penalty: 3910.907959
	Iteration 96Q: 3 clusters Score -1.847181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166778 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -18471812.000000 Penalty: 3910.907959
	Iteration 97Q: 3 clusters Score -1.847181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166778 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -18471810.000000 Penalty: 3910.907959
	Iteration 98Q: 3 clusters Score -1.847181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166780 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -18471808.000000 Penalty: 3910.907959
	Iteration 99Q: 3 clusters Score -1.847181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166782 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -18471816.000000 Penalty: 3910.907959
	Iteration 100F: 3 clusters Score -1.847182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -18471806.000000 Penalty: 3910.907959
	Iteration 101Q: 3 clusters Score -1.847181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166787 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -18471806.000000 Penalty: 3910.907959
	Iteration 102Q: 3 clusters Score -1.847181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166791 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -18471802.000000 Penalty: 3910.907959
	Iteration 103Q: 3 clusters Score -1.84718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -18471808.000000 Penalty: 3910.907959
	Iteration 104Q: 3 clusters Score -1.847181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166803 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18471808.000000 Penalty: 3910.907959
	Iteration 105Q: 3 clusters Score -1.847181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166807 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -18471802.000000 Penalty: 3910.907959
	Iteration 106Q: 3 clusters Score -1.84718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166812 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -18471808.000000 Penalty: 3910.907959
	Iteration 107Q: 3 clusters Score -1.847181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -18471812.000000 Penalty: 3910.907959
	Iteration 108Q: 3 clusters Score -1.847181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -18471804.000000 Penalty: 3910.907959
	Iteration 109Q: 3 clusters Score -1.84718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166815 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -18471808.000000 Penalty: 3910.907959
	Iteration 110Q: 3 clusters Score -1.847181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166817 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -18471820.000000 Penalty: 3910.907959
	Iteration 111Q: 3 clusters Score -1.847182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166820 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -18471828.000000 Penalty: 3910.907959
	Iteration 112Q: 3 clusters Score -1.847183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166824 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -18471808.000000 Penalty: 3910.907959
	Iteration 113Q: 3 clusters Score -1.847181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166826 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -18471814.000000 Penalty: 3910.907959
	Iteration 114Q: 3 clusters Score -1.847181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -18471810.000000 Penalty: 3910.907959
	Iteration 115Q: 3 clusters Score -1.847181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -18471810.000000 Penalty: 3910.907959
	Iteration 116F: 3 clusters Score -1.847181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Entering Unmasked Estep 
Score: -1546114.125000 Penalty: 1556.913696
	Iteration 0F: 2 clusters Score -1546114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1536055.250000 Penalty: 3113.827393
	Iteration 0F: 3 clusters Score -1536055 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1539606.750000 Penalty: 3113.827393
	Iteration 1F: 3 clusters Score -1539607 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1539943.625000 Penalty: 3113.827393
	Iteration 2F: 3 clusters Score -1539944 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1540215.250000 Penalty: 3113.827393
	Iteration 3Q: 3 clusters Score -1540215 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1540430.250000 Penalty: 3113.827393
	Iteration 4Q: 3 clusters Score -1540430 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1540643.500000 Penalty: 3113.827393
	Iteration 5Q: 3 clusters Score -1540644 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1540846.000000 Penalty: 3113.827393
	Iteration 6Q: 3 clusters Score -1540846 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1541002.000000 Penalty: 3113.827393
	Iteration 7Q: 3 clusters Score -1541002 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1541123.875000 Penalty: 3113.827393
	Iteration 8Q: 3 clusters Score -1541124 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1541246.250000 Penalty: 3113.827393
	Iteration 9Q: 3 clusters Score -1541246 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1541343.375000 Penalty: 3113.827393
	Iteration 10Q: 3 clusters Score -1541343 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1541430.250000 Penalty: 3113.827393
	Iteration 11Q: 3 clusters Score -1541430 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1541526.375000 Penalty: 3113.827393
	Iteration 12Q: 3 clusters Score -1541526 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1541625.750000 Penalty: 3113.827393
	Iteration 13Q: 3 clusters Score -1541626 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1541745.750000 Penalty: 3113.827393
	Iteration 14Q: 3 clusters Score -1541746 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1541874.625000 Penalty: 3113.827393
	Iteration 15Q: 3 clusters Score -1541875 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1541993.625000 Penalty: 3113.827393
	Iteration 16Q: 3 clusters Score -1541994 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1542120.125000 Penalty: 3113.827393
	Iteration 17Q: 3 clusters Score -1542120 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1542221.750000 Penalty: 3113.827393
	Iteration 18Q: 3 clusters Score -1542222 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1542340.875000 Penalty: 3113.827393
	Iteration 19Q: 3 clusters Score -1542341 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1542428.500000 Penalty: 3113.827393
	Iteration 20F: 3 clusters Score -1542428 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1542507.500000 Penalty: 3113.827393
	Iteration 21Q: 3 clusters Score -1542508 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1542562.750000 Penalty: 3113.827393
	Iteration 22Q: 3 clusters Score -1542563 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1542603.000000 Penalty: 3113.827393
	Iteration 23Q: 3 clusters Score -1542603 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1542636.125000 Penalty: 3113.827393
	Iteration 24Q: 3 clusters Score -1542636 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1542651.250000 Penalty: 3113.827393
	Iteration 25Q: 3 clusters Score -1542651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1542669.125000 Penalty: 3113.827393
	Iteration 26Q: 3 clusters Score -1542669 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1542682.375000 Penalty: 3113.827393
	Iteration 27Q: 3 clusters Score -1542682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1542687.625000 Penalty: 3113.827393
	Iteration 28Q: 3 clusters Score -1542688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1542699.000000 Penalty: 3113.827393
	Iteration 29Q: 3 clusters Score -1542699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1542702.875000 Penalty: 3113.827393
	Iteration 30Q: 3 clusters Score -1542703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1542707.875000 Penalty: 3113.827393
	Iteration 31Q: 3 clusters Score -1542708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1542709.500000 Penalty: 3113.827393
	Iteration 32Q: 3 clusters Score -1542710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1542710.375000 Penalty: 3113.827393
	Iteration 33Q: 3 clusters Score -1542710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1542720.625000 Penalty: 3113.827393
	Iteration 34Q: 3 clusters Score -1542721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1542727.625000 Penalty: 3113.827393
	Iteration 35Q: 3 clusters Score -1542728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1542743.375000 Penalty: 3113.827393
	Iteration 36Q: 3 clusters Score -1542743 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1542751.250000 Penalty: 3113.827393
	Iteration 37Q: 3 clusters Score -1542751 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1542771.875000 Penalty: 3113.827393
	Iteration 38Q: 3 clusters Score -1542772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1542790.875000 Penalty: 3113.827393
	Iteration 39Q: 3 clusters Score -1542791 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1542812.625000 Penalty: 3113.827393
	Iteration 40F: 3 clusters Score -1542813 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1542834.125000 Penalty: 3113.827393
	Iteration 41Q: 3 clusters Score -1542834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1542846.000000 Penalty: 3113.827393
	Iteration 42Q: 3 clusters Score -1542846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1542857.250000 Penalty: 3113.827393
	Iteration 43Q: 3 clusters Score -1542857 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1542875.250000 Penalty: 3113.827393
	Iteration 44Q: 3 clusters Score -1542875 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1542896.000000 Penalty: 3113.827393
	Iteration 45Q: 3 clusters Score -1542896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1542926.375000 Penalty: 3113.827393
	Iteration 46Q: 3 clusters Score -1542926 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1542955.250000 Penalty: 3113.827393
	Iteration 47Q: 3 clusters Score -1542955 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1542981.375000 Penalty: 3113.827393
	Iteration 48Q: 3 clusters Score -1542981 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1543019.250000 Penalty: 3113.827393
	Iteration 49Q: 3 clusters Score -1543019 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1543057.500000 Penalty: 3113.827393
	Iteration 50Q: 3 clusters Score -1543058 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1543097.250000 Penalty: 3113.827393
	Iteration 51Q: 3 clusters Score -1543097 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1543148.000000 Penalty: 3113.827393
	Iteration 52Q: 3 clusters Score -1543148 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1543192.500000 Penalty: 3113.827393
	Iteration 53Q: 3 clusters Score -1543192 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1543247.125000 Penalty: 3113.827393
	Iteration 54Q: 3 clusters Score -1543247 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1543292.000000 Penalty: 3113.827393
	Iteration 55Q: 3 clusters Score -1543292 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1543344.000000 Penalty: 3113.827393
	Iteration 56Q: 3 clusters Score -1543344 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1543395.375000 Penalty: 3113.827393
	Iteration 57Q: 3 clusters Score -1543395 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1543442.875000 Penalty: 3113.827393
	Iteration 58Q: 3 clusters Score -1543443 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1543482.750000 Penalty: 3113.827393
	Iteration 59Q: 3 clusters Score -1543483 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1543523.625000 Penalty: 3113.827393
	Iteration 60F: 3 clusters Score -1543524 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1543575.875000 Penalty: 3113.827393
	Iteration 61Q: 3 clusters Score -1543576 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1543611.000000 Penalty: 3113.827393
	Iteration 62Q: 3 clusters Score -1543611 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1543651.000000 Penalty: 3113.827393
	Iteration 63Q: 3 clusters Score -1543651 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1543709.500000 Penalty: 3113.827393
	Iteration 64Q: 3 clusters Score -1543710 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1543758.250000 Penalty: 3113.827393
	Iteration 65Q: 3 clusters Score -1543758 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1543831.375000 Penalty: 3113.827393
	Iteration 66Q: 3 clusters Score -1543831 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1543898.500000 Penalty: 3113.827393
	Iteration 67Q: 3 clusters Score -1543898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1543959.500000 Penalty: 3113.827393
	Iteration 68Q: 3 clusters Score -1543960 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1544020.750000 Penalty: 3113.827393
	Iteration 69Q: 3 clusters Score -1544021 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1544073.875000 Penalty: 3113.827393
	Iteration 70Q: 3 clusters Score -1544074 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1544132.125000 Penalty: 3113.827393
	Iteration 71Q: 3 clusters Score -1544132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1544180.375000 Penalty: 3113.827393
	Iteration 72Q: 3 clusters Score -1544180 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1544241.000000 Penalty: 3113.827393
	Iteration 73Q: 3 clusters Score -1544241 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1544302.500000 Penalty: 3113.827393
	Iteration 74Q: 3 clusters Score -1544302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1544360.375000 Penalty: 3113.827393
	Iteration 75Q: 3 clusters Score -1544360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1544403.625000 Penalty: 3113.827393
	Iteration 76Q: 3 clusters Score -1544404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1544446.375000 Penalty: 3113.827393
	Iteration 77Q: 3 clusters Score -1544446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1544479.125000 Penalty: 3113.827393
	Iteration 78Q: 3 clusters Score -1544479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1544512.125000 Penalty: 3113.827393
	Iteration 79Q: 3 clusters Score -1544512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1544554.125000 Penalty: 3113.827393
	Iteration 80F: 3 clusters Score -1544554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1544584.750000 Penalty: 3113.827393
	Iteration 81Q: 3 clusters Score -1544585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1544618.625000 Penalty: 3113.827393
	Iteration 82Q: 3 clusters Score -1544619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1544646.625000 Penalty: 3113.827393
	Iteration 83Q: 3 clusters Score -1544647 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1544668.500000 Penalty: 3113.827393
	Iteration 84Q: 3 clusters Score -1544668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1544683.625000 Penalty: 3113.827393
	Iteration 85Q: 3 clusters Score -1544684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1544702.625000 Penalty: 3113.827393
	Iteration 86Q: 3 clusters Score -1544703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1544719.500000 Penalty: 3113.827393
	Iteration 87Q: 3 clusters Score -1544720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1544742.875000 Penalty: 3113.827393
	Iteration 88Q: 3 clusters Score -1544743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1544760.500000 Penalty: 3113.827393
	Iteration 89Q: 3 clusters Score -1544760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1544775.000000 Penalty: 3113.827393
	Iteration 90Q: 3 clusters Score -1544775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1544786.625000 Penalty: 3113.827393
	Iteration 91Q: 3 clusters Score -1544787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1544793.000000 Penalty: 3113.827393
	Iteration 92Q: 3 clusters Score -1544793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1544798.125000 Penalty: 3113.827393
	Iteration 93Q: 3 clusters Score -1544798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1544805.500000 Penalty: 3113.827393
	Iteration 94Q: 3 clusters Score -1544806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1544808.375000 Penalty: 3113.827393
	Iteration 95Q: 3 clusters Score -1544808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1544815.125000 Penalty: 3113.827393
	Iteration 96Q: 3 clusters Score -1544815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1544814.625000 Penalty: 3113.827393
	Iteration 97Q: 3 clusters Score -1544815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1544816.125000 Penalty: 3113.827393
	Iteration 98Q: 3 clusters Score -1544816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1544818.250000 Penalty: 3113.827393
	Iteration 99Q: 3 clusters Score -1544818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1544824.000000 Penalty: 3113.827393
	Iteration 100F: 3 clusters Score -1544824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1544827.250000 Penalty: 3113.827393
	Iteration 101Q: 3 clusters Score -1544827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1544831.500000 Penalty: 3113.827393
	Iteration 102Q: 3 clusters Score -1544832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1544836.625000 Penalty: 3113.827393
	Iteration 103Q: 3 clusters Score -1544837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1544840.875000 Penalty: 3113.827393
	Iteration 104Q: 3 clusters Score -1544841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1544843.375000 Penalty: 3113.827393
	Iteration 105Q: 3 clusters Score -1544843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1544845.875000 Penalty: 3113.827393
	Iteration 106Q: 3 clusters Score -1544846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1544848.000000 Penalty: 3113.827393
	Iteration 107Q: 3 clusters Score -1544848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1544846.875000 Penalty: 3113.827393
	Iteration 108Q: 3 clusters Score -1544847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1544848.125000 Penalty: 3113.827393
	Iteration 109Q: 3 clusters Score -1544848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1544848.125000 Penalty: 3113.827393
	Iteration 110F: 3 clusters Score -1544848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 19128 members 
Mstep: Class 4 contains 5145 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24836 members 
Mstep: Class 7 contains 7606 members 
Mstep: Class 8 contains 6388 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4476 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8459 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 8291 members 
Mstep: Class 16 contains 73791 members 
Mstep: Class 18 contains 168310 members 
Mstep: Class 19 contains 14487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702672.000000 Penalty: 37625.707031
Iteration 239Q: 19 clusters Score -4.170267e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 19128 members 
Mstep: Class 4 contains 5142 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 24870 members 
Mstep: Class 7 contains 7607 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 11876 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8461 members 
Mstep: Class 14 contains 15343 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 73801 members 
Mstep: Class 18 contains 168351 members 
Mstep: Class 19 contains 14462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702676.000000 Penalty: 37625.707031
Iteration 240F: 19 clusters Score -4.170268e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12216 members 
Mstep: Class 3 contains 19130 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 24889 members 
Mstep: Class 7 contains 7602 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 11875 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8462 members 
Mstep: Class 14 contains 15345 members 
Mstep: Class 15 contains 8297 members 
Mstep: Class 16 contains 73804 members 
Mstep: Class 18 contains 168414 members 
Mstep: Class 19 contains 14442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702596.000000 Penalty: 37625.707031
Iteration 241Q: 19 clusters Score -4.17026e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 19134 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 24902 members 
Mstep: Class 7 contains 7595 members 
Mstep: Class 8 contains 6197 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 11874 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8465 members 
Mstep: Class 14 contains 15345 members 
Mstep: Class 15 contains 8299 members 
Mstep: Class 16 contains 73797 members 
Mstep: Class 18 contains 168486 members 
Mstep: Class 19 contains 14424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702552.000000 Penalty: 37625.707031
Iteration 242Q: 19 clusters Score -4.170255e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 19137 members 
Mstep: Class 4 contains 5131 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 24930 members 
Mstep: Class 7 contains 7593 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11874 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8465 members 
Mstep: Class 14 contains 15344 members 
Mstep: Class 15 contains 8299 members 
Mstep: Class 16 contains 73795 members 
Mstep: Class 18 contains 168549 members 
Mstep: Class 19 contains 14403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702644.000000 Penalty: 37625.707031
Iteration 243Q: 19 clusters Score -4.170264e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 12211 members 
Mstep: Class 3 contains 19138 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 24958 members 
Mstep: Class 7 contains 7589 members 
Mstep: Class 8 contains 6070 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 11876 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8468 members 
Mstep: Class 14 contains 15345 members 
Mstep: Class 15 contains 8300 members 
Mstep: Class 16 contains 73798 members 
Mstep: Class 18 contains 168598 members 
Mstep: Class 19 contains 14382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702668.000000 Penalty: 37625.707031
Iteration 244Q: 19 clusters Score -4.170267e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12211 members 
Mstep: Class 3 contains 19139 members 
Mstep: Class 4 contains 5132 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 24978 members 
Mstep: Class 7 contains 7583 members 
Mstep: Class 8 contains 6014 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8468 members 
Mstep: Class 14 contains 15349 members 
Mstep: Class 15 contains 8300 members 
Mstep: Class 16 contains 73808 members 
Mstep: Class 18 contains 168652 members 
Mstep: Class 19 contains 14355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702596.000000 Penalty: 37625.707031
Iteration 245Q: 19 clusters Score -4.17026e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12211 members 
Mstep: Class 3 contains 19137 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 25007 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 5944 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8469 members 
Mstep: Class 14 contains 15351 members 
Mstep: Class 15 contains 8303 members 
Mstep: Class 16 contains 73811 members 
Mstep: Class 18 contains 168703 members 
Mstep: Class 19 contains 14344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702596.000000 Penalty: 37625.707031
Iteration 246Q: 19 clusters Score -4.17026e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 19131 members 
Mstep: Class 4 contains 5123 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 25035 members 
Mstep: Class 7 contains 7570 members 
Mstep: Class 8 contains 5870 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8469 members 
Mstep: Class 14 contains 15354 members 
Mstep: Class 15 contains 8305 members 
Mstep: Class 16 contains 73818 members 
Mstep: Class 18 contains 168759 members 
Mstep: Class 19 contains 14333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702560.000000 Penalty: 37625.707031
Iteration 247Q: 19 clusters Score -4.170256e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 19129 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 25058 members 
Mstep: Class 7 contains 7568 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 11881 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8472 members 
Mstep: Class 14 contains 15359 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73820 members 
Mstep: Class 18 contains 168813 members 
Mstep: Class 19 contains 14322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702548.000000 Penalty: 37625.707031
Iteration 248Q: 19 clusters Score -4.170255e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 19131 members 
Mstep: Class 4 contains 5108 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 25071 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 5741 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11883 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8471 members 
Mstep: Class 14 contains 15361 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73829 members 
Mstep: Class 18 contains 168866 members 
Mstep: Class 19 contains 14308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702696.000000 Penalty: 37625.707031
Iteration 249Q: 19 clusters Score -4.17027e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12217 members 
Mstep: Class 3 contains 19135 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 25100 members 
Mstep: Class 7 contains 7563 members 
Mstep: Class 8 contains 5667 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 11889 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8471 members 
Mstep: Class 14 contains 15366 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73832 members 
Mstep: Class 18 contains 168917 members 
Mstep: Class 19 contains 14299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702704.000000 Penalty: 37625.707031
Iteration 250Q: 19 clusters Score -4.17027e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12217 members 
Mstep: Class 3 contains 19143 members 
Mstep: Class 4 contains 5087 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 25145 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 11894 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8471 members 
Mstep: Class 14 contains 15369 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73833 members 
Mstep: Class 18 contains 168975 members 
Mstep: Class 19 contains 14285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702680.000000 Penalty: 37625.707031
Iteration 251Q: 19 clusters Score -4.170268e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 19151 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 25191 members 
Mstep: Class 7 contains 7556 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 11898 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8470 members 
Mstep: Class 14 contains 15368 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73844 members 
Mstep: Class 18 contains 169015 members 
Mstep: Class 19 contains 14278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702684.000000 Penalty: 37625.707031
Iteration 252Q: 19 clusters Score -4.170268e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 19154 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 7553 members 
Mstep: Class 8 contains 5406 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 11900 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 13 contains 8471 members 
Mstep: Class 14 contains 15366 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 73847 members 
Mstep: Class 18 contains 169080 members 
Mstep: Class 19 contains 14270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702684.000000 Penalty: 37625.707031
Iteration 253Q: 19 clusters Score -4.170268e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 19157 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 25277 members 
Mstep: Class 7 contains 7552 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 11904 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 8472 members 
Mstep: Class 14 contains 15369 members 
Mstep: Class 15 contains 8313 members 
Mstep: Class 16 contains 73844 members 
Mstep: Class 18 contains 169132 members 
Mstep: Class 19 contains 14256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702776.000000 Penalty: 37625.707031
Iteration 254Q: 19 clusters Score -4.170278e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 19163 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 25321 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 5235 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 8475 members 
Mstep: Class 14 contains 15372 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 73851 members 
Mstep: Class 18 contains 169174 members 
Mstep: Class 19 contains 14241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702736.000000 Penalty: 37625.707031
Iteration 255Q: 19 clusters Score -4.170274e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 19172 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 25351 members 
Mstep: Class 7 contains 7544 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 11910 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 8478 members 
Mstep: Class 14 contains 15374 members 
Mstep: Class 15 contains 8310 members 
Mstep: Class 16 contains 73853 members 
Mstep: Class 18 contains 169211 members 
Mstep: Class 19 contains 14245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702728.000000 Penalty: 37625.707031
Iteration 256Q: 19 clusters Score -4.170273e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 19175 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 25397 members 
Mstep: Class 7 contains 7543 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 11910 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 8477 members 
Mstep: Class 14 contains 15377 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 73870 members 
Mstep: Class 18 contains 169239 members 
Mstep: Class 19 contains 14242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702768.000000 Penalty: 37625.707031
Iteration 257Q: 19 clusters Score -4.170277e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12219 members 
Mstep: Class 3 contains 19178 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 25458 members 
Mstep: Class 7 contains 7541 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11910 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8478 members 
Mstep: Class 14 contains 15377 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73873 members 
Mstep: Class 18 contains 169283 members 
Mstep: Class 19 contains 14234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702756.000000 Penalty: 37625.707031
Iteration 258Q: 19 clusters Score -4.170276e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 19183 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 25528 members 
Mstep: Class 7 contains 7536 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11910 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8481 members 
Mstep: Class 14 contains 15380 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 73869 members 
Mstep: Class 18 contains 169316 members 
Mstep: Class 19 contains 14225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702788.000000 Penalty: 37625.707031
Iteration 259Q: 19 clusters Score -4.170279e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12219 members 
Mstep: Class 3 contains 19185 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 25578 members 
Mstep: Class 7 contains 7532 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11910 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 15380 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 73875 members 
Mstep: Class 18 contains 169361 members 
Mstep: Class 19 contains 14217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702828.000000 Penalty: 37625.707031
Iteration 260F: 19 clusters Score -4.170283e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 25610 members 
Mstep: Class 7 contains 7526 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11911 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8481 members 
Mstep: Class 14 contains 15378 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 73885 members 
Mstep: Class 18 contains 169404 members 
Mstep: Class 19 contains 14212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702788.000000 Penalty: 37625.707031
Iteration 261Q: 19 clusters Score -4.170279e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 19193 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 25653 members 
Mstep: Class 7 contains 7524 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8484 members 
Mstep: Class 14 contains 15375 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73881 members 
Mstep: Class 18 contains 169453 members 
Mstep: Class 19 contains 14207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702824.000000 Penalty: 37625.707031
Iteration 262Q: 19 clusters Score -4.170282e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12218 members 
Mstep: Class 3 contains 19200 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 25691 members 
Mstep: Class 7 contains 7523 members 
Mstep: Class 8 contains 4598 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8488 members 
Mstep: Class 14 contains 15371 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73874 members 
Mstep: Class 18 contains 169507 members 
Mstep: Class 19 contains 14203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702772.000000 Penalty: 37625.707031
Iteration 263Q: 19 clusters Score -4.170277e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12217 members 
Mstep: Class 3 contains 19209 members 
Mstep: Class 4 contains 4967 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 25741 members 
Mstep: Class 7 contains 7518 members 
Mstep: Class 8 contains 4530 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 11911 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8491 members 
Mstep: Class 14 contains 15367 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 73867 members 
Mstep: Class 18 contains 169546 members 
Mstep: Class 19 contains 14197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702736.000000 Penalty: 37625.707031
Iteration 264Q: 19 clusters Score -4.170274e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12217 members 
Mstep: Class 3 contains 19213 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 25784 members 
Mstep: Class 7 contains 7516 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8494 members 
Mstep: Class 14 contains 15364 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 73854 members 
Mstep: Class 18 contains 169604 members 
Mstep: Class 19 contains 14189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702776.000000 Penalty: 37625.707031
Iteration 265Q: 19 clusters Score -4.170278e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12218 members 
Mstep: Class 3 contains 19216 members 
Mstep: Class 4 contains 4952 members 
Mstep: Class 5 contains 1321 members 
Mstep: Class 6 contains 25796 members 
Mstep: Class 7 contains 7513 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 11914 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8494 members 
Mstep: Class 14 contains 15364 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 73855 members 
Mstep: Class 18 contains 169658 members 
Mstep: Class 19 contains 14185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702796.000000 Penalty: 37625.707031
Iteration 266Q: 19 clusters Score -4.17028e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12216 members 
Mstep: Class 3 contains 19222 members 
Mstep: Class 4 contains 4950 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 25808 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 11914 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8497 members 
Mstep: Class 14 contains 15361 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 73861 members 
Mstep: Class 18 contains 169709 members 
Mstep: Class 19 contains 14178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702768.000000 Penalty: 37625.707031
Iteration 267Q: 19 clusters Score -4.170277e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 19223 members 
Mstep: Class 4 contains 4947 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 25829 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4282 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 11914 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8500 members 
Mstep: Class 14 contains 15358 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 73860 members 
Mstep: Class 18 contains 169761 members 
Mstep: Class 19 contains 14167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702796.000000 Penalty: 37625.707031
Iteration 268Q: 19 clusters Score -4.17028e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 19233 members 
Mstep: Class 4 contains 4936 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 25844 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 4236 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11915 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8504 members 
Mstep: Class 14 contains 15357 members 
Mstep: Class 15 contains 8313 members 
Mstep: Class 16 contains 73857 members 
Mstep: Class 18 contains 169801 members 
Mstep: Class 19 contains 14159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702732.000000 Penalty: 37625.707031
Iteration 269Q: 19 clusters Score -4.170273e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 19235 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 25859 members 
Mstep: Class 7 contains 7503 members 
Mstep: Class 8 contains 4193 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11915 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8506 members 
Mstep: Class 14 contains 15352 members 
Mstep: Class 15 contains 8311 members 
Mstep: Class 16 contains 73856 members 
Mstep: Class 18 contains 169852 members 
Mstep: Class 19 contains 14145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702760.000000 Penalty: 37625.707031
Iteration 270Q: 19 clusters Score -4.170276e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12212 members 
Mstep: Class 3 contains 19237 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25870 members 
Mstep: Class 7 contains 7500 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 11916 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 15346 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 73862 members 
Mstep: Class 18 contains 169910 members 
Mstep: Class 19 contains 14133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702744.000000 Penalty: 37625.707031
Iteration 271Q: 19 clusters Score -4.170274e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12212 members 
Mstep: Class 3 contains 19235 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 6 contains 25873 members 
Mstep: Class 7 contains 7496 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11915 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8510 members 
Mstep: Class 14 contains 15344 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73868 members 
Mstep: Class 18 contains 169960 members 
Mstep: Class 19 contains 14126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702724.000000 Penalty: 37625.707031
Iteration 272Q: 19 clusters Score -4.170272e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 19232 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25875 members 
Mstep: Class 7 contains 7491 members 
Mstep: Class 8 contains 4071 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8510 members 
Mstep: Class 14 contains 15342 members 
Mstep: Class 15 contains 8305 members 
Mstep: Class 16 contains 73865 members 
Mstep: Class 18 contains 170009 members 
Mstep: Class 19 contains 14122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702668.000000 Penalty: 37625.707031
Iteration 273Q: 19 clusters Score -4.170267e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25865 members 
Mstep: Class 7 contains 7487 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 11911 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8510 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 8303 members 
Mstep: Class 16 contains 73862 members 
Mstep: Class 18 contains 170061 members 
Mstep: Class 19 contains 14116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702704.000000 Penalty: 37625.707031
Iteration 274Q: 19 clusters Score -4.17027e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 19224 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25868 members 
Mstep: Class 7 contains 7486 members 
Mstep: Class 8 contains 4013 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8511 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 8303 members 
Mstep: Class 16 contains 73856 members 
Mstep: Class 18 contains 170109 members 
Mstep: Class 19 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702724.000000 Penalty: 37625.707031
Iteration 275Q: 19 clusters Score -4.170272e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 19224 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25876 members 
Mstep: Class 7 contains 7484 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 11903 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8514 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8300 members 
Mstep: Class 16 contains 73851 members 
Mstep: Class 18 contains 170157 members 
Mstep: Class 19 contains 14092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702764.000000 Penalty: 37625.707031
Iteration 276Q: 19 clusters Score -4.170276e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 19224 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25879 members 
Mstep: Class 7 contains 7479 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8516 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 8299 members 
Mstep: Class 16 contains 73839 members 
Mstep: Class 18 contains 170204 members 
Mstep: Class 19 contains 14086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702800.000000 Penalty: 37625.707031
Iteration 277Q: 19 clusters Score -4.17028e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 19221 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25875 members 
Mstep: Class 7 contains 7473 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8518 members 
Mstep: Class 14 contains 15329 members 
Mstep: Class 15 contains 8299 members 
Mstep: Class 16 contains 73828 members 
Mstep: Class 18 contains 170255 members 
Mstep: Class 19 contains 14081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702732.000000 Penalty: 37625.707031
Iteration 278Q: 19 clusters Score -4.170273e+07 nChanged 112
Entering ConstructFrom: 
Score: -41702732.000000 Penalty: 37625.707031
Entering ConstructFrom: 
Trying to split cluster 1 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -388552.437500 Penalty: 1326.316162
	Iteration 0F: 2 clusters Score -388552.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -385510.937500 Penalty: 2652.632324
	Iteration 0F: 3 clusters Score -385510.9 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -386370.156250 Penalty: 2652.632324
	Iteration 1F: 3 clusters Score -386370.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -386534.375000 Penalty: 2652.632324
	Iteration 2F: 3 clusters Score -386534.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -386652.593750 Penalty: 2652.632324
	Iteration 3F: 3 clusters Score -386652.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -386745.937500 Penalty: 2652.632324
	Iteration 4Q: 3 clusters Score -386745.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -386830.437500 Penalty: 2652.632324
	Iteration 5Q: 3 clusters Score -386830.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -386920.500000 Penalty: 2652.632324
	Iteration 6Q: 3 clusters Score -386920.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -386993.125000 Penalty: 2652.632324
	Iteration 7Q: 3 clusters Score -386993.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -387062.937500 Penalty: 2652.632324
	Iteration 8Q: 3 clusters Score -387062.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -387133.531250 Penalty: 2652.632324
	Iteration 9Q: 3 clusters Score -387133.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -387214.906250 Penalty: 2652.632324
	Iteration 10Q: 3 clusters Score -387214.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -387328.437500 Penalty: 2652.632324
	Iteration 11Q: 3 clusters Score -387328.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -387432.750000 Penalty: 2652.632324
	Iteration 12Q: 3 clusters Score -387432.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -387518.718750 Penalty: 2652.632324
	Iteration 13Q: 3 clusters Score -387518.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -387584.562500 Penalty: 2652.632324
	Iteration 14Q: 3 clusters Score -387584.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -387637.375000 Penalty: 2652.632324
	Iteration 15Q: 3 clusters Score -387637.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -387678.187500 Penalty: 2652.632324
	Iteration 16Q: 3 clusters Score -387678.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -387701.656250 Penalty: 2652.632324
	Iteration 17Q: 3 clusters Score -387701.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -387713.187500 Penalty: 2652.632324
	Iteration 18Q: 3 clusters Score -387713.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -387718.218750 Penalty: 2652.632324
	Iteration 19Q: 3 clusters Score -387718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -387722.375000 Penalty: 2652.632324
	Iteration 20F: 3 clusters Score -387722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -387725.343750 Penalty: 2652.632324
	Iteration 21Q: 3 clusters Score -387725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -387726.218750 Penalty: 2652.632324
	Iteration 22Q: 3 clusters Score -387726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -387726.468750 Penalty: 2652.632324
	Iteration 23Q: 3 clusters Score -387726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -387727.437500 Penalty: 2652.632324
	Iteration 24Q: 3 clusters Score -387727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -387727.250000 Penalty: 2652.632324
	Iteration 25Q: 3 clusters Score -387727.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -387727.250000 Penalty: 2652.632324
	Iteration 26F: 3 clusters Score -387727.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Entering Unmasked Estep 
Score: -1383586.875000 Penalty: 1529.312988
	Iteration 0F: 2 clusters Score -1383587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1375020.250000 Penalty: 3058.625977
	Iteration 0F: 3 clusters Score -1375020 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1377876.625000 Penalty: 3058.625977
	Iteration 1F: 3 clusters Score -1377877 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1378212.375000 Penalty: 3058.625977
	Iteration 2F: 3 clusters Score -1378212 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1378596.625000 Penalty: 3058.625977
	Iteration 3F: 3 clusters Score -1378597 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1378991.750000 Penalty: 3058.625977
	Iteration 4F: 3 clusters Score -1378992 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1379319.625000 Penalty: 3058.625977
	Iteration 5F: 3 clusters Score -1379320 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1379570.750000 Penalty: 3058.625977
	Iteration 6Q: 3 clusters Score -1379571 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1379799.875000 Penalty: 3058.625977
	Iteration 7Q: 3 clusters Score -1379800 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1380052.000000 Penalty: 3058.625977
	Iteration 8Q: 3 clusters Score -1380052 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1380348.875000 Penalty: 3058.625977
	Iteration 9Q: 3 clusters Score -1380349 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1380666.125000 Penalty: 3058.625977
	Iteration 10Q: 3 clusters Score -1380666 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1380989.875000 Penalty: 3058.625977
	Iteration 11Q: 3 clusters Score -1380990 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1381284.500000 Penalty: 3058.625977
	Iteration 12Q: 3 clusters Score -1381284 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1381493.875000 Penalty: 3058.625977
	Iteration 13Q: 3 clusters Score -1381494 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1381659.750000 Penalty: 3058.625977
	Iteration 14Q: 3 clusters Score -1381660 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1381783.250000 Penalty: 3058.625977
	Iteration 15Q: 3 clusters Score -1381783 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1381879.375000 Penalty: 3058.625977
	Iteration 16Q: 3 clusters Score -1381879 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1381968.250000 Penalty: 3058.625977
	Iteration 17Q: 3 clusters Score -1381968 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1382058.125000 Penalty: 3058.625977
	Iteration 18Q: 3 clusters Score -1382058 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1382153.750000 Penalty: 3058.625977
	Iteration 19Q: 3 clusters Score -1382154 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1382244.000000 Penalty: 3058.625977
	Iteration 20F: 3 clusters Score -1382244 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1382307.000000 Penalty: 3058.625977
	Iteration 21Q: 3 clusters Score -1382307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1382366.750000 Penalty: 3058.625977
	Iteration 22Q: 3 clusters Score -1382367 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1382415.375000 Penalty: 3058.625977
	Iteration 23Q: 3 clusters Score -1382415 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1382452.875000 Penalty: 3058.625977
	Iteration 24Q: 3 clusters Score -1382453 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1382483.375000 Penalty: 3058.625977
	Iteration 25Q: 3 clusters Score -1382483 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1382521.250000 Penalty: 3058.625977
	Iteration 26Q: 3 clusters Score -1382521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1382558.750000 Penalty: 3058.625977
	Iteration 27Q: 3 clusters Score -1382559 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1382599.375000 Penalty: 3058.625977
	Iteration 28Q: 3 clusters Score -1382599 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1382627.125000 Penalty: 3058.625977
	Iteration 29Q: 3 clusters Score -1382627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1382643.125000 Penalty: 3058.625977
	Iteration 30Q: 3 clusters Score -1382643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1382660.250000 Penalty: 3058.625977
	Iteration 31Q: 3 clusters Score -1382660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1382674.375000 Penalty: 3058.625977
	Iteration 32Q: 3 clusters Score -1382674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1382681.625000 Penalty: 3058.625977
	Iteration 33Q: 3 clusters Score -1382682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1382686.125000 Penalty: 3058.625977
	Iteration 34Q: 3 clusters Score -1382686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1382689.875000 Penalty: 3058.625977
	Iteration 35Q: 3 clusters Score -1382690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1382693.750000 Penalty: 3058.625977
	Iteration 36Q: 3 clusters Score -1382694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1382693.250000 Penalty: 3058.625977
	Iteration 37Q: 3 clusters Score -1382693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1382700.000000 Penalty: 3058.625977
	Iteration 38Q: 3 clusters Score -1382700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1382702.250000 Penalty: 3058.625977
	Iteration 39Q: 3 clusters Score -1382702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1382705.750000 Penalty: 3058.625977
	Iteration 40F: 3 clusters Score -1382706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1382709.000000 Penalty: 3058.625977
	Iteration 41Q: 3 clusters Score -1382709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1382716.875000 Penalty: 3058.625977
	Iteration 42Q: 3 clusters Score -1382717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1382721.750000 Penalty: 3058.625977
	Iteration 43Q: 3 clusters Score -1382722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1382728.250000 Penalty: 3058.625977
	Iteration 44Q: 3 clusters Score -1382728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1382732.750000 Penalty: 3058.625977
	Iteration 45Q: 3 clusters Score -1382733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1382739.875000 Penalty: 3058.625977
	Iteration 46Q: 3 clusters Score -1382740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1382741.000000 Penalty: 3058.625977
	Iteration 47Q: 3 clusters Score -1382741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1382744.125000 Penalty: 3058.625977
	Iteration 48Q: 3 clusters Score -1382744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1382745.500000 Penalty: 3058.625977
	Iteration 49Q: 3 clusters Score -1382746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1382748.375000 Penalty: 3058.625977
	Iteration 50Q: 3 clusters Score -1382748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1382748.625000 Penalty: 3058.625977
	Iteration 51Q: 3 clusters Score -1382749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1382746.875000 Penalty: 3058.625977
	Iteration 52Q: 3 clusters Score -1382747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1382748.500000 Penalty: 3058.625977
	Iteration 53Q: 3 clusters Score -1382748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1382749.250000 Penalty: 3058.625977
	Iteration 54Q: 3 clusters Score -1382749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1382752.625000 Penalty: 3058.625977
	Iteration 55Q: 3 clusters Score -1382753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1382754.500000 Penalty: 3058.625977
	Iteration 56Q: 3 clusters Score -1382754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1382758.000000 Penalty: 3058.625977
	Iteration 57Q: 3 clusters Score -1382758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1382762.625000 Penalty: 3058.625977
	Iteration 58Q: 3 clusters Score -1382763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1382764.375000 Penalty: 3058.625977
	Iteration 59Q: 3 clusters Score -1382764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1382765.250000 Penalty: 3058.625977
	Iteration 60F: 3 clusters Score -1382765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1382766.000000 Penalty: 3058.625977
	Iteration 61Q: 3 clusters Score -1382766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1382766.000000 Penalty: 3058.625977
	Iteration 62Q: 3 clusters Score -1382766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1382763.500000 Penalty: 3058.625977
	Iteration 63Q: 3 clusters Score -1382764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1382764.750000 Penalty: 3058.625977
	Iteration 64Q: 3 clusters Score -1382765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1382768.250000 Penalty: 3058.625977
	Iteration 65Q: 3 clusters Score -1382768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1382768.500000 Penalty: 3058.625977
	Iteration 66Q: 3 clusters Score -1382768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1382768.750000 Penalty: 3058.625977
	Iteration 67Q: 3 clusters Score -1382769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1382768.750000 Penalty: 3058.625977
	Iteration 68F: 3 clusters Score -1382769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Entering Unmasked Estep 
Score: -2170874.250000 Penalty: 1602.835449
	Iteration 0F: 2 clusters Score -2170874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2157745.500000 Penalty: 3205.670898
	Iteration 0F: 3 clusters Score -2157746 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2162392.500000 Penalty: 3205.670898
	Iteration 1F: 3 clusters Score -2162392 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2162702.000000 Penalty: 3205.670898
	Iteration 2Q: 3 clusters Score -2162702 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2163005.500000 Penalty: 3205.670898
	Iteration 3Q: 3 clusters Score -2163006 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2163325.250000 Penalty: 3205.670898
	Iteration 4Q: 3 clusters Score -2163325 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2163760.000000 Penalty: 3205.670898
	Iteration 5Q: 3 clusters Score -2163760 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2164323.000000 Penalty: 3205.670898
	Iteration 6F: 3 clusters Score -2164323 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2165021.250000 Penalty: 3205.670898
	Iteration 7F: 3 clusters Score -2165021 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2165945.750000 Penalty: 3205.670898
	Iteration 8F: 3 clusters Score -2165946 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2166901.000000 Penalty: 3205.670898
	Iteration 9F: 3 clusters Score -2166901 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2167725.750000 Penalty: 3205.670898
	Iteration 10F: 3 clusters Score -2167726 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2168309.000000 Penalty: 3205.670898
	Iteration 11Q: 3 clusters Score -2168309 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2168765.500000 Penalty: 3205.670898
	Iteration 12Q: 3 clusters Score -2168766 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2169051.000000 Penalty: 3205.670898
	Iteration 13Q: 3 clusters Score -2169051 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2169218.000000 Penalty: 3205.670898
	Iteration 14Q: 3 clusters Score -2169218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2169306.500000 Penalty: 3205.670898
	Iteration 15Q: 3 clusters Score -2169306 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2169360.000000 Penalty: 3205.670898
	Iteration 16Q: 3 clusters Score -2169360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2169395.500000 Penalty: 3205.670898
	Iteration 17Q: 3 clusters Score -2169396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2169423.750000 Penalty: 3205.670898
	Iteration 18Q: 3 clusters Score -2169424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2169438.250000 Penalty: 3205.670898
	Iteration 19Q: 3 clusters Score -2169438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2169450.750000 Penalty: 3205.670898
	Iteration 20F: 3 clusters Score -2169451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2169454.750000 Penalty: 3205.670898
	Iteration 21Q: 3 clusters Score -2169455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2169462.000000 Penalty: 3205.670898
	Iteration 22Q: 3 clusters Score -2169462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2169468.250000 Penalty: 3205.670898
	Iteration 23Q: 3 clusters Score -2169468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2169473.500000 Penalty: 3205.670898
	Iteration 24Q: 3 clusters Score -2169474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2169475.750000 Penalty: 3205.670898
	Iteration 25Q: 3 clusters Score -2169476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2169479.750000 Penalty: 3205.670898
	Iteration 26Q: 3 clusters Score -2169480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2169484.000000 Penalty: 3205.670898
	Iteration 27Q: 3 clusters Score -2169484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2169486.500000 Penalty: 3205.670898
	Iteration 28Q: 3 clusters Score -2169486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2169494.250000 Penalty: 3205.670898
	Iteration 29Q: 3 clusters Score -2169494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2169494.000000 Penalty: 3205.670898
	Iteration 30Q: 3 clusters Score -2169494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2169499.250000 Penalty: 3205.670898
	Iteration 31Q: 3 clusters Score -2169499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2169500.250000 Penalty: 3205.670898
	Iteration 32Q: 3 clusters Score -2169500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2169499.500000 Penalty: 3205.670898
	Iteration 33Q: 3 clusters Score -2169500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2169499.500000 Penalty: 3205.670898
	Iteration 34F: 3 clusters Score -2169500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -497025.375000 Penalty: 1381.917603
	Iteration 0F: 2 clusters Score -497025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -493121.812500 Penalty: 2763.835205
	Iteration 0F: 3 clusters Score -493121.8 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -494245.937500 Penalty: 2763.835205
	Iteration 1F: 3 clusters Score -494245.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -494410.656250 Penalty: 2763.835205
	Iteration 2F: 3 clusters Score -494410.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -494557.750000 Penalty: 2763.835205
	Iteration 3F: 3 clusters Score -494557.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -494698.375000 Penalty: 2763.835205
	Iteration 4Q: 3 clusters Score -494698.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -494858.000000 Penalty: 2763.835205
	Iteration 5Q: 3 clusters Score -494858 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -495064.656250 Penalty: 2763.835205
	Iteration 6F: 3 clusters Score -495064.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -495295.500000 Penalty: 2763.835205
	Iteration 7F: 3 clusters Score -495295.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -495541.937500 Penalty: 2763.835205
	Iteration 8F: 3 clusters Score -495541.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -495749.625000 Penalty: 2763.835205
	Iteration 9Q: 3 clusters Score -495749.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -495899.437500 Penalty: 2763.835205
	Iteration 10Q: 3 clusters Score -495899.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -495983.750000 Penalty: 2763.835205
	Iteration 11Q: 3 clusters Score -495983.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -496037.125000 Penalty: 2763.835205
	Iteration 12Q: 3 clusters Score -496037.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -496076.875000 Penalty: 2763.835205
	Iteration 13Q: 3 clusters Score -496076.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -496117.375000 Penalty: 2763.835205
	Iteration 14Q: 3 clusters Score -496117.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -496156.281250 Penalty: 2763.835205
	Iteration 15Q: 3 clusters Score -496156.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -496184.593750 Penalty: 2763.835205
	Iteration 16Q: 3 clusters Score -496184.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -496208.906250 Penalty: 2763.835205
	Iteration 17Q: 3 clusters Score -496208.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -496224.968750 Penalty: 2763.835205
	Iteration 18Q: 3 clusters Score -496225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -496250.437500 Penalty: 2763.835205
	Iteration 19Q: 3 clusters Score -496250.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -496265.937500 Penalty: 2763.835205
	Iteration 20F: 3 clusters Score -496265.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -496278.468750 Penalty: 2763.835205
	Iteration 21Q: 3 clusters Score -496278.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -496283.781250 Penalty: 2763.835205
	Iteration 22Q: 3 clusters Score -496283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -496289.156250 Penalty: 2763.835205
	Iteration 23Q: 3 clusters Score -496289.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -496292.625000 Penalty: 2763.835205
	Iteration 24Q: 3 clusters Score -496292.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -496296.500000 Penalty: 2763.835205
	Iteration 25Q: 3 clusters Score -496296.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -496299.406250 Penalty: 2763.835205
	Iteration 26Q: 3 clusters Score -496299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -496299.656250 Penalty: 2763.835205
	Iteration 27Q: 3 clusters Score -496299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -496299.656250 Penalty: 2763.835205
	Iteration 28F: 3 clusters Score -496299.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -133354.046875 Penalty: 1167.008667
	Iteration 0F: 2 clusters Score -133354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131769.343750 Penalty: 2334.017334
	Iteration 0F: 3 clusters Score -131769.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -132294.546875 Penalty: 2334.017334
	Iteration 1F: 3 clusters Score -132294.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -132597.484375 Penalty: 2334.017334
	Iteration 2F: 3 clusters Score -132597.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -132849.328125 Penalty: 2334.017334
	Iteration 3F: 3 clusters Score -132849.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -132989.859375 Penalty: 2334.017334
	Iteration 4F: 3 clusters Score -132989.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -133052.687500 Penalty: 2334.017334
	Iteration 5Q: 3 clusters Score -133052.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -133085.546875 Penalty: 2334.017334
	Iteration 6Q: 3 clusters Score -133085.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -133103.968750 Penalty: 2334.017334
	Iteration 7Q: 3 clusters Score -133104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -133110.609375 Penalty: 2334.017334
	Iteration 8Q: 3 clusters Score -133110.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -133110.609375 Penalty: 2334.017334
	Iteration 9F: 3 clusters Score -133110.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Entering Unmasked Estep 
Score: -2800172.250000 Penalty: 1651.105103
	Iteration 0F: 2 clusters Score -2800172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2782729.750000 Penalty: 3302.210205
	Iteration 0F: 3 clusters Score -2782730 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2789285.250000 Penalty: 3302.210205
	Iteration 1F: 3 clusters Score -2789285 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2789630.500000 Penalty: 3302.210205
	Iteration 2Q: 3 clusters Score -2789630 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2789955.500000 Penalty: 3302.210205
	Iteration 3Q: 3 clusters Score -2789956 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2790248.750000 Penalty: 3302.210205
	Iteration 4Q: 3 clusters Score -2790249 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2790572.750000 Penalty: 3302.210205
	Iteration 5Q: 3 clusters Score -2790573 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2790965.500000 Penalty: 3302.210205
	Iteration 6Q: 3 clusters Score -2790966 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2791431.250000 Penalty: 3302.210205
	Iteration 7Q: 3 clusters Score -2791431 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2791907.750000 Penalty: 3302.210205
	Iteration 8Q: 3 clusters Score -2791908 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2792447.750000 Penalty: 3302.210205
	Iteration 9Q: 3 clusters Score -2792448 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2793167.000000 Penalty: 3302.210205
	Iteration 10Q: 3 clusters Score -2793167 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2793991.500000 Penalty: 3302.210205
	Iteration 11Q: 3 clusters Score -2793992 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2794866.250000 Penalty: 3302.210205
	Iteration 12Q: 3 clusters Score -2794866 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2795720.750000 Penalty: 3302.210205
	Iteration 13Q: 3 clusters Score -2795721 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2796474.750000 Penalty: 3302.210205
	Iteration 14Q: 3 clusters Score -2796475 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2797092.250000 Penalty: 3302.210205
	Iteration 15Q: 3 clusters Score -2797092 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2797623.250000 Penalty: 3302.210205
	Iteration 16Q: 3 clusters Score -2797623 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -2798026.500000 Penalty: 3302.210205
	Iteration 17Q: 3 clusters Score -2798026 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2798310.500000 Penalty: 3302.210205
	Iteration 18Q: 3 clusters Score -2798310 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2798486.250000 Penalty: 3302.210205
	Iteration 19Q: 3 clusters Score -2798486 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2798587.250000 Penalty: 3302.210205
	Iteration 20F: 3 clusters Score -2798587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -2798634.000000 Penalty: 3302.210205
	Iteration 21Q: 3 clusters Score -2798634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -2798659.750000 Penalty: 3302.210205
	Iteration 22Q: 3 clusters Score -2798660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -2798673.500000 Penalty: 3302.210205
	Iteration 23Q: 3 clusters Score -2798674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2798687.750000 Penalty: 3302.210205
	Iteration 24Q: 3 clusters Score -2798688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -2798698.500000 Penalty: 3302.210205
	Iteration 25Q: 3 clusters Score -2798698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -2798706.000000 Penalty: 3302.210205
	Iteration 26Q: 3 clusters Score -2798706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2798717.250000 Penalty: 3302.210205
	Iteration 27Q: 3 clusters Score -2798717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -2798723.000000 Penalty: 3302.210205
	Iteration 28Q: 3 clusters Score -2798723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -2798731.250000 Penalty: 3302.210205
	Iteration 29Q: 3 clusters Score -2798731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2798736.250000 Penalty: 3302.210205
	Iteration 30Q: 3 clusters Score -2798736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -2798734.500000 Penalty: 3302.210205
	Iteration 31Q: 3 clusters Score -2798734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -2798736.000000 Penalty: 3302.210205
	Iteration 32Q: 3 clusters Score -2798736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -2798738.000000 Penalty: 3302.210205
	Iteration 33Q: 3 clusters Score -2798738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -2798738.500000 Penalty: 3302.210205
	Iteration 34Q: 3 clusters Score -2798738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -2798739.000000 Penalty: 3302.210205
	Iteration 35Q: 3 clusters Score -2798739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -2798741.750000 Penalty: 3302.210205
	Iteration 36Q: 3 clusters Score -2798742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -2798741.750000 Penalty: 3302.210205
	Iteration 37F: 3 clusters Score -2798742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Entering Unmasked Estep 
Score: -794774.875000 Penalty: 1449.345947
	Iteration 0F: 2 clusters Score -794774.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -789266.125000 Penalty: 2898.691895
	Iteration 0F: 3 clusters Score -789266.1 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -791045.812500 Penalty: 2898.691895
	Iteration 1F: 3 clusters Score -791045.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -791550.125000 Penalty: 2898.691895
	Iteration 2F: 3 clusters Score -791550.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -792108.125000 Penalty: 2898.691895
	Iteration 3F: 3 clusters Score -792108.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -792723.000000 Penalty: 2898.691895
	Iteration 4F: 3 clusters Score -792723 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -793259.437500 Penalty: 2898.691895
	Iteration 5F: 3 clusters Score -793259.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -793606.750000 Penalty: 2898.691895
	Iteration 6Q: 3 clusters Score -793606.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -793821.750000 Penalty: 2898.691895
	Iteration 7Q: 3 clusters Score -793821.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -793920.625000 Penalty: 2898.691895
	Iteration 8Q: 3 clusters Score -793920.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -793993.250000 Penalty: 2898.691895
	Iteration 9Q: 3 clusters Score -793993.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -794058.500000 Penalty: 2898.691895
	Iteration 10Q: 3 clusters Score -794058.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -794098.000000 Penalty: 2898.691895
	Iteration 11Q: 3 clusters Score -794098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -794120.812500 Penalty: 2898.691895
	Iteration 12Q: 3 clusters Score -794120.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -794137.687500 Penalty: 2898.691895
	Iteration 13Q: 3 clusters Score -794137.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -794152.250000 Penalty: 2898.691895
	Iteration 14Q: 3 clusters Score -794152.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -794167.500000 Penalty: 2898.691895
	Iteration 15Q: 3 clusters Score -794167.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -794173.250000 Penalty: 2898.691895
	Iteration 16Q: 3 clusters Score -794173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -794176.562500 Penalty: 2898.691895
	Iteration 17Q: 3 clusters Score -794176.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -794179.937500 Penalty: 2898.691895
	Iteration 18Q: 3 clusters Score -794179.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -794181.250000 Penalty: 2898.691895
	Iteration 19Q: 3 clusters Score -794181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -794182.750000 Penalty: 2898.691895
	Iteration 20F: 3 clusters Score -794182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -794182.375000 Penalty: 2898.691895
	Iteration 21Q: 3 clusters Score -794182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -794184.937500 Penalty: 2898.691895
	Iteration 22Q: 3 clusters Score -794184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -794184.875000 Penalty: 2898.691895
	Iteration 23Q: 3 clusters Score -794184.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -794186.312500 Penalty: 2898.691895
	Iteration 24Q: 3 clusters Score -794186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -794187.312500 Penalty: 2898.691895
	Iteration 25Q: 3 clusters Score -794187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -794187.562500 Penalty: 2898.691895
	Iteration 26Q: 3 clusters Score -794187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -794187.562500 Penalty: 2898.691895
	Iteration 27F: 3 clusters Score -794187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Entering Unmasked Estep 
Score: -417497.062500 Penalty: 1344.417114
	Iteration 0F: 2 clusters Score -417497.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -414172.812500 Penalty: 2688.834229
	Iteration 0F: 3 clusters Score -414172.8 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -414959.781250 Penalty: 2688.834229
	Iteration 1F: 3 clusters Score -414959.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -415112.937500 Penalty: 2688.834229
	Iteration 2F: 3 clusters Score -415112.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -415238.875000 Penalty: 2688.834229
	Iteration 3F: 3 clusters Score -415238.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -415342.093750 Penalty: 2688.834229
	Iteration 4Q: 3 clusters Score -415342.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -415423.812500 Penalty: 2688.834229
	Iteration 5Q: 3 clusters Score -415423.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -415510.000000 Penalty: 2688.834229
	Iteration 6Q: 3 clusters Score -415510 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -415596.468750 Penalty: 2688.834229
	Iteration 7Q: 3 clusters Score -415596.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -415685.875000 Penalty: 2688.834229
	Iteration 8Q: 3 clusters Score -415685.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -415785.406250 Penalty: 2688.834229
	Iteration 9Q: 3 clusters Score -415785.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -415889.906250 Penalty: 2688.834229
	Iteration 10Q: 3 clusters Score -415889.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -415990.781250 Penalty: 2688.834229
	Iteration 11Q: 3 clusters Score -415990.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -416105.375000 Penalty: 2688.834229
	Iteration 12Q: 3 clusters Score -416105.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -416193.125000 Penalty: 2688.834229
	Iteration 13Q: 3 clusters Score -416193.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -416292.031250 Penalty: 2688.834229
	Iteration 14Q: 3 clusters Score -416292 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -416385.468750 Penalty: 2688.834229
	Iteration 15Q: 3 clusters Score -416385.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -416452.593750 Penalty: 2688.834229
	Iteration 16Q: 3 clusters Score -416452.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -416488.593750 Penalty: 2688.834229
	Iteration 17Q: 3 clusters Score -416488.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -416508.625000 Penalty: 2688.834229
	Iteration 18Q: 3 clusters Score -416508.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -416522.718750 Penalty: 2688.834229
	Iteration 19Q: 3 clusters Score -416522.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -416530.593750 Penalty: 2688.834229
	Iteration 20F: 3 clusters Score -416530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -416535.093750 Penalty: 2688.834229
	Iteration 21Q: 3 clusters Score -416535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -416537.687500 Penalty: 2688.834229
	Iteration 22Q: 3 clusters Score -416537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -416538.187500 Penalty: 2688.834229
	Iteration 23Q: 3 clusters Score -416538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -416539.187500 Penalty: 2688.834229
	Iteration 24Q: 3 clusters Score -416539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -416539.187500 Penalty: 2688.834229
	Iteration 25F: 3 clusters Score -416539.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42094.738281 Penalty: 975.631653
	Iteration 0F: 2 clusters Score -42094.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41170.082031 Penalty: 1951.263306
	Iteration 0F: 3 clusters Score -41170.08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41595.453125 Penalty: 1951.263306
	Iteration 1F: 3 clusters Score -41595.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41712.703125 Penalty: 1951.263306
	Iteration 2F: 3 clusters Score -41712.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41811.851562 Penalty: 1951.263306
	Iteration 3F: 3 clusters Score -41811.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41878.101562 Penalty: 1951.263306
	Iteration 4Q: 3 clusters Score -41878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41934.425781 Penalty: 1951.263306
	Iteration 5Q: 3 clusters Score -41934.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41961.421875 Penalty: 1951.263306
	Iteration 6Q: 3 clusters Score -41961.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41984.179688 Penalty: 1951.263306
	Iteration 7Q: 3 clusters Score -41984.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41984.179688 Penalty: 1951.263306
	Iteration 8F: 3 clusters Score -41984.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -494863.687500 Penalty: 1365.908569
	Iteration 0F: 2 clusters Score -494863.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -491234.375000 Penalty: 2731.817139
	Iteration 0F: 3 clusters Score -491234.4 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -492232.218750 Penalty: 2731.817139
	Iteration 1F: 3 clusters Score -492232.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -492438.625000 Penalty: 2731.817139
	Iteration 2F: 3 clusters Score -492438.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -492587.687500 Penalty: 2731.817139
	Iteration 3F: 3 clusters Score -492587.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -492712.718750 Penalty: 2731.817139
	Iteration 4Q: 3 clusters Score -492712.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -492841.906250 Penalty: 2731.817139
	Iteration 5Q: 3 clusters Score -492841.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -492977.156250 Penalty: 2731.817139
	Iteration 6Q: 3 clusters Score -492977.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -493092.031250 Penalty: 2731.817139
	Iteration 7Q: 3 clusters Score -493092 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -493200.000000 Penalty: 2731.817139
	Iteration 8Q: 3 clusters Score -493200 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -493300.125000 Penalty: 2731.817139
	Iteration 9Q: 3 clusters Score -493300.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -493371.937500 Penalty: 2731.817139
	Iteration 10Q: 3 clusters Score -493371.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -493422.562500 Penalty: 2731.817139
	Iteration 11Q: 3 clusters Score -493422.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -493451.156250 Penalty: 2731.817139
	Iteration 12Q: 3 clusters Score -493451.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -493470.843750 Penalty: 2731.817139
	Iteration 13Q: 3 clusters Score -493470.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -493483.937500 Penalty: 2731.817139
	Iteration 14Q: 3 clusters Score -493483.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -493494.937500 Penalty: 2731.817139
	Iteration 15Q: 3 clusters Score -493494.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -493502.062500 Penalty: 2731.817139
	Iteration 16Q: 3 clusters Score -493502.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -493509.562500 Penalty: 2731.817139
	Iteration 17Q: 3 clusters Score -493509.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -493518.687500 Penalty: 2731.817139
	Iteration 18Q: 3 clusters Score -493518.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -493525.000000 Penalty: 2731.817139
	Iteration 19Q: 3 clusters Score -493525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -493532.500000 Penalty: 2731.817139
	Iteration 20F: 3 clusters Score -493532.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -493537.375000 Penalty: 2731.817139
	Iteration 21Q: 3 clusters Score -493537.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -493541.312500 Penalty: 2731.817139
	Iteration 22Q: 3 clusters Score -493541.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -493548.437500 Penalty: 2731.817139
	Iteration 23Q: 3 clusters Score -493548.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -493552.593750 Penalty: 2731.817139
	Iteration 24Q: 3 clusters Score -493552.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -493556.906250 Penalty: 2731.817139
	Iteration 25Q: 3 clusters Score -493556.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -493559.468750 Penalty: 2731.817139
	Iteration 26Q: 3 clusters Score -493559.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -493563.312500 Penalty: 2731.817139
	Iteration 27Q: 3 clusters Score -493563.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -493567.718750 Penalty: 2731.817139
	Iteration 28Q: 3 clusters Score -493567.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -493571.937500 Penalty: 2731.817139
	Iteration 29Q: 3 clusters Score -493571.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -493575.031250 Penalty: 2731.817139
	Iteration 30Q: 3 clusters Score -493575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -493578.750000 Penalty: 2731.817139
	Iteration 31Q: 3 clusters Score -493578.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -493585.375000 Penalty: 2731.817139
	Iteration 32Q: 3 clusters Score -493585.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -493586.875000 Penalty: 2731.817139
	Iteration 33Q: 3 clusters Score -493586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -493590.250000 Penalty: 2731.817139
	Iteration 34Q: 3 clusters Score -493590.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -493591.218750 Penalty: 2731.817139
	Iteration 35Q: 3 clusters Score -493591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -493592.062500 Penalty: 2731.817139
	Iteration 36Q: 3 clusters Score -493592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -493593.468750 Penalty: 2731.817139
	Iteration 37Q: 3 clusters Score -493593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -493594.718750 Penalty: 2731.817139
	Iteration 38Q: 3 clusters Score -493594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -493596.593750 Penalty: 2731.817139
	Iteration 39Q: 3 clusters Score -493596.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -493599.906250 Penalty: 2731.817139
	Iteration 40F: 3 clusters Score -493599.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -493601.625000 Penalty: 2731.817139
	Iteration 41Q: 3 clusters Score -493601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -493604.062500 Penalty: 2731.817139
	Iteration 42Q: 3 clusters Score -493604.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -493605.187500 Penalty: 2731.817139
	Iteration 43Q: 3 clusters Score -493605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -493605.781250 Penalty: 2731.817139
	Iteration 44Q: 3 clusters Score -493605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -493607.187500 Penalty: 2731.817139
	Iteration 45Q: 3 clusters Score -493607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -493606.531250 Penalty: 2731.817139
	Iteration 46Q: 3 clusters Score -493606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -493606.593750 Penalty: 2731.817139
	Iteration 47Q: 3 clusters Score -493606.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -493607.125000 Penalty: 2731.817139
	Iteration 48Q: 3 clusters Score -493607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -493607.375000 Penalty: 2731.817139
	Iteration 49Q: 3 clusters Score -493607.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -493607.375000 Penalty: 2731.817139
	Iteration 50F: 3 clusters Score -493607.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Entering Unmasked Estep 
Score: -1338185.250000 Penalty: 1524.934082
	Iteration 0F: 2 clusters Score -1338185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1329851.625000 Penalty: 3049.868164
	Iteration 0F: 3 clusters Score -1329852 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1332545.500000 Penalty: 3049.868164
	Iteration 1F: 3 clusters Score -1332546 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1332876.750000 Penalty: 3049.868164
	Iteration 2F: 3 clusters Score -1332877 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1333366.000000 Penalty: 3049.868164
	Iteration 3F: 3 clusters Score -1333366 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1334041.125000 Penalty: 3049.868164
	Iteration 4F: 3 clusters Score -1334041 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1334769.625000 Penalty: 3049.868164
	Iteration 5F: 3 clusters Score -1334770 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1335485.125000 Penalty: 3049.868164
	Iteration 6F: 3 clusters Score -1335485 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1336097.125000 Penalty: 3049.868164
	Iteration 7F: 3 clusters Score -1336097 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1336523.000000 Penalty: 3049.868164
	Iteration 8Q: 3 clusters Score -1336523 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1336794.625000 Penalty: 3049.868164
	Iteration 9Q: 3 clusters Score -1336795 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1336998.125000 Penalty: 3049.868164
	Iteration 10Q: 3 clusters Score -1336998 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1337113.875000 Penalty: 3049.868164
	Iteration 11Q: 3 clusters Score -1337114 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1337188.125000 Penalty: 3049.868164
	Iteration 12Q: 3 clusters Score -1337188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1337241.000000 Penalty: 3049.868164
	Iteration 13Q: 3 clusters Score -1337241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1337278.625000 Penalty: 3049.868164
	Iteration 14Q: 3 clusters Score -1337279 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1337310.750000 Penalty: 3049.868164
	Iteration 15Q: 3 clusters Score -1337311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1337334.875000 Penalty: 3049.868164
	Iteration 16Q: 3 clusters Score -1337335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1337354.375000 Penalty: 3049.868164
	Iteration 17Q: 3 clusters Score -1337354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1337372.500000 Penalty: 3049.868164
	Iteration 18Q: 3 clusters Score -1337372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1337379.875000 Penalty: 3049.868164
	Iteration 19Q: 3 clusters Score -1337380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1337386.875000 Penalty: 3049.868164
	Iteration 20F: 3 clusters Score -1337387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1337390.875000 Penalty: 3049.868164
	Iteration 21Q: 3 clusters Score -1337391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1337402.250000 Penalty: 3049.868164
	Iteration 22Q: 3 clusters Score -1337402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1337416.625000 Penalty: 3049.868164
	Iteration 23Q: 3 clusters Score -1337417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1337423.750000 Penalty: 3049.868164
	Iteration 24Q: 3 clusters Score -1337424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1337433.250000 Penalty: 3049.868164
	Iteration 25Q: 3 clusters Score -1337433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1337439.250000 Penalty: 3049.868164
	Iteration 26Q: 3 clusters Score -1337439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1337449.250000 Penalty: 3049.868164
	Iteration 27Q: 3 clusters Score -1337449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1337452.750000 Penalty: 3049.868164
	Iteration 28Q: 3 clusters Score -1337453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1337456.250000 Penalty: 3049.868164
	Iteration 29Q: 3 clusters Score -1337456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1337460.875000 Penalty: 3049.868164
	Iteration 30Q: 3 clusters Score -1337461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1337463.875000 Penalty: 3049.868164
	Iteration 31Q: 3 clusters Score -1337464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1337465.125000 Penalty: 3049.868164
	Iteration 32Q: 3 clusters Score -1337465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1337468.000000 Penalty: 3049.868164
	Iteration 33Q: 3 clusters Score -1337468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1337471.500000 Penalty: 3049.868164
	Iteration 34Q: 3 clusters Score -1337472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1337473.625000 Penalty: 3049.868164
	Iteration 35Q: 3 clusters Score -1337474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1337474.375000 Penalty: 3049.868164
	Iteration 36Q: 3 clusters Score -1337474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1337475.625000 Penalty: 3049.868164
	Iteration 37Q: 3 clusters Score -1337476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1337475.000000 Penalty: 3049.868164
	Iteration 38Q: 3 clusters Score -1337475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1337475.000000 Penalty: 3049.868164
	Iteration 39F: 3 clusters Score -1337475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -33230.953125 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -33230.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32284.164062 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -32284.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32392.115234 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -32392.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32429.970703 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -32429.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32459.755859 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -32459.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32469.175781 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -32469.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32474.130859 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -32474.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32475.804688 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -32475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32479.468750 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -32479.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32479.468750 Penalty: 1922.765625
	Iteration 8F: 3 clusters Score -32479.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Entering Unmasked Estep 
Score: -944514.000000 Penalty: 1470.614746
	Iteration 0F: 2 clusters Score -944514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -938238.687500 Penalty: 2941.229492
	Iteration 0F: 3 clusters Score -938238.7 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -940234.187500 Penalty: 2941.229492
	Iteration 1F: 3 clusters Score -940234.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -940436.687500 Penalty: 2941.229492
	Iteration 2F: 3 clusters Score -940436.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -940607.812500 Penalty: 2941.229492
	Iteration 3Q: 3 clusters Score -940607.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -940755.812500 Penalty: 2941.229492
	Iteration 4Q: 3 clusters Score -940755.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -940882.500000 Penalty: 2941.229492
	Iteration 5Q: 3 clusters Score -940882.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -940980.187500 Penalty: 2941.229492
	Iteration 6Q: 3 clusters Score -940980.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -941077.500000 Penalty: 2941.229492
	Iteration 7Q: 3 clusters Score -941077.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -941178.687500 Penalty: 2941.229492
	Iteration 8Q: 3 clusters Score -941178.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -941306.812500 Penalty: 2941.229492
	Iteration 9Q: 3 clusters Score -941306.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -941478.562500 Penalty: 2941.229492
	Iteration 10Q: 3 clusters Score -941478.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -941663.812500 Penalty: 2941.229492
	Iteration 11Q: 3 clusters Score -941663.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -941846.812500 Penalty: 2941.229492
	Iteration 12Q: 3 clusters Score -941846.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -942030.625000 Penalty: 2941.229492
	Iteration 13Q: 3 clusters Score -942030.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -942194.812500 Penalty: 2941.229492
	Iteration 14Q: 3 clusters Score -942194.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -942388.250000 Penalty: 2941.229492
	Iteration 15Q: 3 clusters Score -942388.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -942569.750000 Penalty: 2941.229492
	Iteration 16Q: 3 clusters Score -942569.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -942730.250000 Penalty: 2941.229492
	Iteration 17Q: 3 clusters Score -942730.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -942858.187500 Penalty: 2941.229492
	Iteration 18Q: 3 clusters Score -942858.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -942974.250000 Penalty: 2941.229492
	Iteration 19Q: 3 clusters Score -942974.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -943059.812500 Penalty: 2941.229492
	Iteration 20F: 3 clusters Score -943059.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -943122.312500 Penalty: 2941.229492
	Iteration 21Q: 3 clusters Score -943122.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -943173.187500 Penalty: 2941.229492
	Iteration 22Q: 3 clusters Score -943173.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -943198.812500 Penalty: 2941.229492
	Iteration 23Q: 3 clusters Score -943198.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -943221.375000 Penalty: 2941.229492
	Iteration 24Q: 3 clusters Score -943221.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -943239.375000 Penalty: 2941.229492
	Iteration 25Q: 3 clusters Score -943239.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -943249.375000 Penalty: 2941.229492
	Iteration 26Q: 3 clusters Score -943249.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -943259.500000 Penalty: 2941.229492
	Iteration 27Q: 3 clusters Score -943259.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -943266.000000 Penalty: 2941.229492
	Iteration 28Q: 3 clusters Score -943266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -943271.000000 Penalty: 2941.229492
	Iteration 29Q: 3 clusters Score -943271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -943275.000000 Penalty: 2941.229492
	Iteration 30Q: 3 clusters Score -943275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -943283.812500 Penalty: 2941.229492
	Iteration 31Q: 3 clusters Score -943283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -943294.875000 Penalty: 2941.229492
	Iteration 32Q: 3 clusters Score -943294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -943299.062500 Penalty: 2941.229492
	Iteration 33Q: 3 clusters Score -943299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -943301.687500 Penalty: 2941.229492
	Iteration 34Q: 3 clusters Score -943301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -943302.562500 Penalty: 2941.229492
	Iteration 35Q: 3 clusters Score -943302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -943303.250000 Penalty: 2941.229492
	Iteration 36Q: 3 clusters Score -943303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -943303.250000 Penalty: 2941.229492
	Iteration 37F: 3 clusters Score -943303.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Entering Unmasked Estep 
Score: -1716100.500000 Penalty: 1566.104614
	Iteration 0F: 2 clusters Score -1716100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1705433.375000 Penalty: 3132.209229
	Iteration 0F: 3 clusters Score -1705433 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1709118.875000 Penalty: 3132.209229
	Iteration 1F: 3 clusters Score -1709119 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1709430.875000 Penalty: 3132.209229
	Iteration 2F: 3 clusters Score -1709431 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1709738.500000 Penalty: 3132.209229
	Iteration 3Q: 3 clusters Score -1709738 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1710036.000000 Penalty: 3132.209229
	Iteration 4Q: 3 clusters Score -1710036 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1710333.250000 Penalty: 3132.209229
	Iteration 5Q: 3 clusters Score -1710333 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1710614.125000 Penalty: 3132.209229
	Iteration 6Q: 3 clusters Score -1710614 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1710929.625000 Penalty: 3132.209229
	Iteration 7Q: 3 clusters Score -1710930 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1711243.250000 Penalty: 3132.209229
	Iteration 8Q: 3 clusters Score -1711243 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1711591.625000 Penalty: 3132.209229
	Iteration 9Q: 3 clusters Score -1711592 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1711959.250000 Penalty: 3132.209229
	Iteration 10Q: 3 clusters Score -1711959 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1712391.000000 Penalty: 3132.209229
	Iteration 11Q: 3 clusters Score -1712391 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1712922.875000 Penalty: 3132.209229
	Iteration 12Q: 3 clusters Score -1712923 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1713480.500000 Penalty: 3132.209229
	Iteration 13Q: 3 clusters Score -1713480 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1714018.375000 Penalty: 3132.209229
	Iteration 14Q: 3 clusters Score -1714018 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1714382.000000 Penalty: 3132.209229
	Iteration 15Q: 3 clusters Score -1714382 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1714642.875000 Penalty: 3132.209229
	Iteration 16Q: 3 clusters Score -1714643 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1714814.750000 Penalty: 3132.209229
	Iteration 17Q: 3 clusters Score -1714815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1714934.875000 Penalty: 3132.209229
	Iteration 18Q: 3 clusters Score -1714935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1714988.750000 Penalty: 3132.209229
	Iteration 19Q: 3 clusters Score -1714989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1715020.500000 Penalty: 3132.209229
	Iteration 20F: 3 clusters Score -1715020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1715045.375000 Penalty: 3132.209229
	Iteration 21Q: 3 clusters Score -1715045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1715056.250000 Penalty: 3132.209229
	Iteration 22Q: 3 clusters Score -1715056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1715061.000000 Penalty: 3132.209229
	Iteration 23Q: 3 clusters Score -1715061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1715065.875000 Penalty: 3132.209229
	Iteration 24Q: 3 clusters Score -1715066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1715072.750000 Penalty: 3132.209229
	Iteration 25Q: 3 clusters Score -1715073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1715076.000000 Penalty: 3132.209229
	Iteration 26Q: 3 clusters Score -1715076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1715078.000000 Penalty: 3132.209229
	Iteration 27Q: 3 clusters Score -1715078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1715083.625000 Penalty: 3132.209229
	Iteration 28Q: 3 clusters Score -1715084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1715088.000000 Penalty: 3132.209229
	Iteration 29Q: 3 clusters Score -1715088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1715088.000000 Penalty: 3132.209229
	Iteration 30F: 3 clusters Score -1715088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Entering Unmasked Estep 
Score: -896457.437500 Penalty: 1466.343018
	Iteration 0F: 2 clusters Score -896457.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -890338.937500 Penalty: 2932.686035
	Iteration 0F: 3 clusters Score -890338.9 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -892317.250000 Penalty: 2932.686035
	Iteration 1F: 3 clusters Score -892317.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -892637.062500 Penalty: 2932.686035
	Iteration 2F: 3 clusters Score -892637.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -893023.125000 Penalty: 2932.686035
	Iteration 3F: 3 clusters Score -893023.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -893536.812500 Penalty: 2932.686035
	Iteration 4F: 3 clusters Score -893536.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -894244.250000 Penalty: 2932.686035
	Iteration 5F: 3 clusters Score -894244.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -894874.500000 Penalty: 2932.686035
	Iteration 6F: 3 clusters Score -894874.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -895334.500000 Penalty: 2932.686035
	Iteration 7F: 3 clusters Score -895334.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -895617.750000 Penalty: 2932.686035
	Iteration 8Q: 3 clusters Score -895617.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -895774.187500 Penalty: 2932.686035
	Iteration 9Q: 3 clusters Score -895774.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -895874.312500 Penalty: 2932.686035
	Iteration 10Q: 3 clusters Score -895874.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -895920.062500 Penalty: 2932.686035
	Iteration 11Q: 3 clusters Score -895920.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -895960.062500 Penalty: 2932.686035
	Iteration 12Q: 3 clusters Score -895960.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -896000.125000 Penalty: 2932.686035
	Iteration 13Q: 3 clusters Score -896000.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -896026.937500 Penalty: 2932.686035
	Iteration 14Q: 3 clusters Score -896026.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -896063.312500 Penalty: 2932.686035
	Iteration 15Q: 3 clusters Score -896063.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -896099.625000 Penalty: 2932.686035
	Iteration 16Q: 3 clusters Score -896099.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -896130.437500 Penalty: 2932.686035
	Iteration 17Q: 3 clusters Score -896130.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -896148.062500 Penalty: 2932.686035
	Iteration 18Q: 3 clusters Score -896148.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -896161.937500 Penalty: 2932.686035
	Iteration 19Q: 3 clusters Score -896161.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -896174.750000 Penalty: 2932.686035
	Iteration 20F: 3 clusters Score -896174.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -896185.062500 Penalty: 2932.686035
	Iteration 21Q: 3 clusters Score -896185.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -896194.812500 Penalty: 2932.686035
	Iteration 22Q: 3 clusters Score -896194.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -896200.937500 Penalty: 2932.686035
	Iteration 23Q: 3 clusters Score -896200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -896210.750000 Penalty: 2932.686035
	Iteration 24Q: 3 clusters Score -896210.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -896219.875000 Penalty: 2932.686035
	Iteration 25Q: 3 clusters Score -896219.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -896223.312500 Penalty: 2932.686035
	Iteration 26Q: 3 clusters Score -896223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -896226.125000 Penalty: 2932.686035
	Iteration 27Q: 3 clusters Score -896226.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -896227.750000 Penalty: 2932.686035
	Iteration 28Q: 3 clusters Score -896227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -896230.187500 Penalty: 2932.686035
	Iteration 29Q: 3 clusters Score -896230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -896235.062500 Penalty: 2932.686035
	Iteration 30Q: 3 clusters Score -896235.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -896239.437500 Penalty: 2932.686035
	Iteration 31Q: 3 clusters Score -896239.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -896241.875000 Penalty: 2932.686035
	Iteration 32Q: 3 clusters Score -896241.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -896246.375000 Penalty: 2932.686035
	Iteration 33Q: 3 clusters Score -896246.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -896246.062500 Penalty: 2932.686035
	Iteration 34Q: 3 clusters Score -896246.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -896249.625000 Penalty: 2932.686035
	Iteration 35Q: 3 clusters Score -896249.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -896251.625000 Penalty: 2932.686035
	Iteration 36Q: 3 clusters Score -896251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -896252.750000 Penalty: 2932.686035
	Iteration 37Q: 3 clusters Score -896252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -896253.000000 Penalty: 2932.686035
	Iteration 38Q: 3 clusters Score -896253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -896254.000000 Penalty: 2932.686035
	Iteration 39Q: 3 clusters Score -896254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -896252.937500 Penalty: 2932.686035
	Iteration 40F: 3 clusters Score -896252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -896253.500000 Penalty: 2932.686035
	Iteration 41Q: 3 clusters Score -896253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -896254.000000 Penalty: 2932.686035
	Iteration 42Q: 3 clusters Score -896254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -896253.625000 Penalty: 2932.686035
	Iteration 43Q: 3 clusters Score -896253.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -896253.625000 Penalty: 2932.686035
	Iteration 44F: 3 clusters Score -896253.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Entering Unmasked Estep 
Score: -8229964.500000 Penalty: 1821.533936
	Iteration 0F: 2 clusters Score -8229964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -8180399.500000 Penalty: 3643.067871
	Iteration 0F: 3 clusters Score -8180400 nChanged 35072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -8201098.500000 Penalty: 3643.067871
	Iteration 1F: 3 clusters Score -8201098 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -8202229.500000 Penalty: 3643.067871
	Iteration 2Q: 3 clusters Score -8202230 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -8203776.000000 Penalty: 3643.067871
	Iteration 3Q: 3 clusters Score -8203776 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -8206082.000000 Penalty: 3643.067871
	Iteration 4F: 3 clusters Score -8206082 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8209350.000000 Penalty: 3643.067871
	Iteration 5F: 3 clusters Score -8209350 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -8213636.500000 Penalty: 3643.067871
	Iteration 6F: 3 clusters Score -8213636 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -8218180.500000 Penalty: 3643.067871
	Iteration 7F: 3 clusters Score -8218180 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -8221934.000000 Penalty: 3643.067871
	Iteration 8F: 3 clusters Score -8221934 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -8224159.000000 Penalty: 3643.067871
	Iteration 9Q: 3 clusters Score -8224159 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -8225424.000000 Penalty: 3643.067871
	Iteration 10Q: 3 clusters Score -8225424 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8226164.000000 Penalty: 3643.067871
	Iteration 11Q: 3 clusters Score -8226164 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -8226613.000000 Penalty: 3643.067871
	Iteration 12Q: 3 clusters Score -8226613 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8227036.000000 Penalty: 3643.067871
	Iteration 13Q: 3 clusters Score -8227036 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -8227380.000000 Penalty: 3643.067871
	Iteration 14Q: 3 clusters Score -8227380 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8227666.500000 Penalty: 3643.067871
	Iteration 15Q: 3 clusters Score -8227666 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8227886.500000 Penalty: 3643.067871
	Iteration 16Q: 3 clusters Score -8227886 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8227995.000000 Penalty: 3643.067871
	Iteration 17Q: 3 clusters Score -8227995 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8228089.000000 Penalty: 3643.067871
	Iteration 18Q: 3 clusters Score -8228089 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8228173.000000 Penalty: 3643.067871
	Iteration 19Q: 3 clusters Score -8228173 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8228209.500000 Penalty: 3643.067871
	Iteration 20F: 3 clusters Score -8228210 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8228248.000000 Penalty: 3643.067871
	Iteration 21Q: 3 clusters Score -8228248 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8228281.000000 Penalty: 3643.067871
	Iteration 22Q: 3 clusters Score -8228281 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8228313.000000 Penalty: 3643.067871
	Iteration 23Q: 3 clusters Score -8228313 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8228333.500000 Penalty: 3643.067871
	Iteration 24Q: 3 clusters Score -8228334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8228367.500000 Penalty: 3643.067871
	Iteration 25Q: 3 clusters Score -8228368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8228382.500000 Penalty: 3643.067871
	Iteration 26Q: 3 clusters Score -8228382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8228398.500000 Penalty: 3643.067871
	Iteration 27Q: 3 clusters Score -8228398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8228397.500000 Penalty: 3643.067871
	Iteration 28Q: 3 clusters Score -8228398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8228396.000000 Penalty: 3643.067871
	Iteration 29Q: 3 clusters Score -8228396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8228399.000000 Penalty: 3643.067871
	Iteration 30Q: 3 clusters Score -8228399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8228408.500000 Penalty: 3643.067871
	Iteration 31Q: 3 clusters Score -8228408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8228422.500000 Penalty: 3643.067871
	Iteration 32Q: 3 clusters Score -8228422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8228428.000000 Penalty: 3643.067871
	Iteration 33Q: 3 clusters Score -8228428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8228436.000000 Penalty: 3643.067871
	Iteration 34Q: 3 clusters Score -8228436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8228438.500000 Penalty: 3643.067871
	Iteration 35Q: 3 clusters Score -8228438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8228449.000000 Penalty: 3643.067871
	Iteration 36Q: 3 clusters Score -8228449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8228447.000000 Penalty: 3643.067871
	Iteration 37Q: 3 clusters Score -8228447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8228460.000000 Penalty: 3643.067871
	Iteration 38Q: 3 clusters Score -8228460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8228456.500000 Penalty: 3643.067871
	Iteration 39Q: 3 clusters Score -8228456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8228469.000000 Penalty: 3643.067871
	Iteration 40F: 3 clusters Score -8228469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8228485.500000 Penalty: 3643.067871
	Iteration 41Q: 3 clusters Score -8228486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8228482.500000 Penalty: 3643.067871
	Iteration 42Q: 3 clusters Score -8228482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8228493.000000 Penalty: 3643.067871
	Iteration 43Q: 3 clusters Score -8228493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8228501.000000 Penalty: 3643.067871
	Iteration 44Q: 3 clusters Score -8228501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8228506.000000 Penalty: 3643.067871
	Iteration 45Q: 3 clusters Score -8228506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8228516.500000 Penalty: 3643.067871
	Iteration 46Q: 3 clusters Score -8228516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8228512.500000 Penalty: 3643.067871
	Iteration 47Q: 3 clusters Score -8228512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8228511.500000 Penalty: 3643.067871
	Iteration 48Q: 3 clusters Score -8228512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8228507.000000 Penalty: 3643.067871
	Iteration 49Q: 3 clusters Score -8228507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8228510.500000 Penalty: 3643.067871
	Iteration 50Q: 3 clusters Score -8228510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8228519.500000 Penalty: 3643.067871
	Iteration 51Q: 3 clusters Score -8228520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8228516.000000 Penalty: 3643.067871
	Iteration 52Q: 3 clusters Score -8228516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8228510.500000 Penalty: 3643.067871
	Iteration 53Q: 3 clusters Score -8228510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8228519.500000 Penalty: 3643.067871
	Iteration 54Q: 3 clusters Score -8228520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8228521.500000 Penalty: 3643.067871
	Iteration 55Q: 3 clusters Score -8228522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8228529.000000 Penalty: 3643.067871
	Iteration 56Q: 3 clusters Score -8228529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8228538.000000 Penalty: 3643.067871
	Iteration 57Q: 3 clusters Score -8228538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8228545.500000 Penalty: 3643.067871
	Iteration 58Q: 3 clusters Score -8228546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8228542.000000 Penalty: 3643.067871
	Iteration 59Q: 3 clusters Score -8228542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8228546.000000 Penalty: 3643.067871
	Iteration 60F: 3 clusters Score -8228546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8228544.500000 Penalty: 3643.067871
	Iteration 61Q: 3 clusters Score -8228544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8228544.000000 Penalty: 3643.067871
	Iteration 62Q: 3 clusters Score -8228544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8228553.500000 Penalty: 3643.067871
	Iteration 63Q: 3 clusters Score -8228554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8228552.000000 Penalty: 3643.067871
	Iteration 64Q: 3 clusters Score -8228552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8228557.000000 Penalty: 3643.067871
	Iteration 65Q: 3 clusters Score -8228557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8228551.000000 Penalty: 3643.067871
	Iteration 66Q: 3 clusters Score -8228551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8228547.500000 Penalty: 3643.067871
	Iteration 67Q: 3 clusters Score -8228548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8228551.500000 Penalty: 3643.067871
	Iteration 68Q: 3 clusters Score -8228552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8228551.500000 Penalty: 3643.067871
	Iteration 69F: 3 clusters Score -8228552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170295 members 
Entering Unmasked Estep 
Score: -18681174.000000 Penalty: 1957.359131
	Iteration 0F: 2 clusters Score -1.868117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -18581318.000000 Penalty: 3914.718262
	Iteration 0F: 3 clusters Score -1.858132e+07 nChanged 81996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -18629428.000000 Penalty: 3914.718262
	Iteration 1F: 3 clusters Score -1.862943e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -18630638.000000 Penalty: 3914.718262
	Iteration 2Q: 3 clusters Score -1.863064e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -18632502.000000 Penalty: 3914.718262
	Iteration 3Q: 3 clusters Score -1.86325e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -18635352.000000 Penalty: 3914.718262
	Iteration 4Q: 3 clusters Score -1.863535e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -18639246.000000 Penalty: 3914.718262
	Iteration 5F: 3 clusters Score -1.863925e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -18644078.000000 Penalty: 3914.718262
	Iteration 6F: 3 clusters Score -1.864408e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -18649638.000000 Penalty: 3914.718262
	Iteration 7F: 3 clusters Score -1.864964e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -18654638.000000 Penalty: 3914.718262
	Iteration 8F: 3 clusters Score -1.865464e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 123190 members 
Entering Unmasked Estep 
Score: -18658410.000000 Penalty: 3914.718262
	Iteration 9F: 3 clusters Score -1.865841e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 124761 members 
Entering Unmasked Estep 
Score: -18661014.000000 Penalty: 3914.718262
	Iteration 10Q: 3 clusters Score -1.866101e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 125350 members 
Entering Unmasked Estep 
Score: -18662518.000000 Penalty: 3914.718262
	Iteration 11Q: 3 clusters Score -1.866252e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 125104 members 
Entering Unmasked Estep 
Score: -18663168.000000 Penalty: 3914.718262
	Iteration 12Q: 3 clusters Score -1.866317e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 124202 members 
Entering Unmasked Estep 
Score: -18663494.000000 Penalty: 3914.718262
	Iteration 13Q: 3 clusters Score -1.866349e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -18663724.000000 Penalty: 3914.718262
	Iteration 14Q: 3 clusters Score -1.866372e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 121296 members 
Entering Unmasked Estep 
Score: -18663858.000000 Penalty: 3914.718262
	Iteration 15Q: 3 clusters Score -1.866386e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 119594 members 
Entering Unmasked Estep 
Score: -18663904.000000 Penalty: 3914.718262
	Iteration 16Q: 3 clusters Score -1.86639e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -18664006.000000 Penalty: 3914.718262
	Iteration 17Q: 3 clusters Score -1.866401e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -18664156.000000 Penalty: 3914.718262
	Iteration 18Q: 3 clusters Score -1.866416e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 114526 members 
Entering Unmasked Estep 
Score: -18664366.000000 Penalty: 3914.718262
	Iteration 19Q: 3 clusters Score -1.866437e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 112770 members 
Entering Unmasked Estep 
Score: -18664486.000000 Penalty: 3914.718262
	Iteration 20F: 3 clusters Score -1.866449e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -18664702.000000 Penalty: 3914.718262
	Iteration 21Q: 3 clusters Score -1.86647e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -18664768.000000 Penalty: 3914.718262
	Iteration 22Q: 3 clusters Score -1.866477e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -18664766.000000 Penalty: 3914.718262
	Iteration 23Q: 3 clusters Score -1.866477e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 106219 members 
Entering Unmasked Estep 
Score: -18664854.000000 Penalty: 3914.718262
	Iteration 24Q: 3 clusters Score -1.866485e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 104703 members 
Entering Unmasked Estep 
Score: -18664988.000000 Penalty: 3914.718262
	Iteration 25Q: 3 clusters Score -1.866499e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -18665004.000000 Penalty: 3914.718262
	Iteration 26Q: 3 clusters Score -1.8665e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -18665038.000000 Penalty: 3914.718262
	Iteration 27Q: 3 clusters Score -1.866504e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -18665058.000000 Penalty: 3914.718262
	Iteration 28Q: 3 clusters Score -1.866506e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -18665026.000000 Penalty: 3914.718262
	Iteration 29Q: 3 clusters Score -1.866503e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -18665106.000000 Penalty: 3914.718262
	Iteration 30Q: 3 clusters Score -1.866511e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -18665098.000000 Penalty: 3914.718262
	Iteration 31Q: 3 clusters Score -1.86651e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 94359 members 
Entering Unmasked Estep 
Score: -18665192.000000 Penalty: 3914.718262
	Iteration 32Q: 3 clusters Score -1.866519e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -18665184.000000 Penalty: 3914.718262
	Iteration 33Q: 3 clusters Score -1.866518e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -18665270.000000 Penalty: 3914.718262
	Iteration 34Q: 3 clusters Score -1.866527e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -18665204.000000 Penalty: 3914.718262
	Iteration 35Q: 3 clusters Score -1.86652e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -18665174.000000 Penalty: 3914.718262
	Iteration 36Q: 3 clusters Score -1.866517e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -18665212.000000 Penalty: 3914.718262
	Iteration 37Q: 3 clusters Score -1.866521e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -18665228.000000 Penalty: 3914.718262
	Iteration 38Q: 3 clusters Score -1.866523e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -18665102.000000 Penalty: 3914.718262
	Iteration 39Q: 3 clusters Score -1.86651e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -18665032.000000 Penalty: 3914.718262
	Iteration 40F: 3 clusters Score -1.866503e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87443 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -18664942.000000 Penalty: 3914.718262
	Iteration 41Q: 3 clusters Score -1.866494e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -18664712.000000 Penalty: 3914.718262
	Iteration 42Q: 3 clusters Score -1.866471e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -18664122.000000 Penalty: 3914.718262
	Iteration 43Q: 3 clusters Score -1.866412e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98491 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -18663296.000000 Penalty: 3914.718262
	Iteration 44Q: 3 clusters Score -1.86633e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106149 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -18662246.000000 Penalty: 3914.718262
	Iteration 45Q: 3 clusters Score -1.866225e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116311 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -18661518.000000 Penalty: 3914.718262
	Iteration 46F: 3 clusters Score -1.866152e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128315 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -18663230.000000 Penalty: 3914.718262
	Iteration 47F: 3 clusters Score -1.866323e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140624 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -18667456.000000 Penalty: 3914.718262
	Iteration 48F: 3 clusters Score -1.866746e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -18672438.000000 Penalty: 3914.718262
	Iteration 49F: 3 clusters Score -1.867244e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -18675550.000000 Penalty: 3914.718262
	Iteration 50Q: 3 clusters Score -1.867555e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162224 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -18677310.000000 Penalty: 3914.718262
	Iteration 51Q: 3 clusters Score -1.867731e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -18678204.000000 Penalty: 3914.718262
	Iteration 52Q: 3 clusters Score -1.86782e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165872 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -18678624.000000 Penalty: 3914.718262
	Iteration 53Q: 3 clusters Score -1.867862e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166789 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -18678936.000000 Penalty: 3914.718262
	Iteration 54Q: 3 clusters Score -1.867894e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167397 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -18679046.000000 Penalty: 3914.718262
	Iteration 55Q: 3 clusters Score -1.867905e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167810 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -18679166.000000 Penalty: 3914.718262
	Iteration 56Q: 3 clusters Score -1.867917e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168137 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -18679314.000000 Penalty: 3914.718262
	Iteration 57Q: 3 clusters Score -1.867931e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168385 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -18679354.000000 Penalty: 3914.718262
	Iteration 58Q: 3 clusters Score -1.867935e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168580 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -18679394.000000 Penalty: 3914.718262
	Iteration 59Q: 3 clusters Score -1.867939e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168752 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -18679488.000000 Penalty: 3914.718262
	Iteration 60F: 3 clusters Score -1.867949e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168890 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -18679560.000000 Penalty: 3914.718262
	Iteration 61Q: 3 clusters Score -1.867956e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169006 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -18679586.000000 Penalty: 3914.718262
	Iteration 62Q: 3 clusters Score -1.867959e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169082 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -18679618.000000 Penalty: 3914.718262
	Iteration 63Q: 3 clusters Score -1.867962e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169137 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -18679636.000000 Penalty: 3914.718262
	Iteration 64Q: 3 clusters Score -1.867964e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169185 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18679636.000000 Penalty: 3914.718262
	Iteration 65Q: 3 clusters Score -1.867964e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169221 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -18679632.000000 Penalty: 3914.718262
	Iteration 66Q: 3 clusters Score -1.867963e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169253 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -18679630.000000 Penalty: 3914.718262
	Iteration 67Q: 3 clusters Score -1.867963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169286 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -18679630.000000 Penalty: 3914.718262
	Iteration 68Q: 3 clusters Score -1.867963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169307 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -18679634.000000 Penalty: 3914.718262
	Iteration 69Q: 3 clusters Score -1.867963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169320 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -18679630.000000 Penalty: 3914.718262
	Iteration 70Q: 3 clusters Score -1.867963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169333 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -18679632.000000 Penalty: 3914.718262
	Iteration 71Q: 3 clusters Score -1.867963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169345 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -18679652.000000 Penalty: 3914.718262
	Iteration 72Q: 3 clusters Score -1.867965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -18679634.000000 Penalty: 3914.718262
	Iteration 73Q: 3 clusters Score -1.867963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169370 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -18679632.000000 Penalty: 3914.718262
	Iteration 74Q: 3 clusters Score -1.867963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169378 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -18679618.000000 Penalty: 3914.718262
	Iteration 75Q: 3 clusters Score -1.867962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -18679620.000000 Penalty: 3914.718262
	Iteration 76Q: 3 clusters Score -1.867962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169396 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -18679626.000000 Penalty: 3914.718262
	Iteration 77Q: 3 clusters Score -1.867963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169406 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -18679634.000000 Penalty: 3914.718262
	Iteration 78Q: 3 clusters Score -1.867963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -18679626.000000 Penalty: 3914.718262
	Iteration 79Q: 3 clusters Score -1.867963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169427 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -18679638.000000 Penalty: 3914.718262
	Iteration 80F: 3 clusters Score -1.867964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -18679632.000000 Penalty: 3914.718262
	Iteration 81Q: 3 clusters Score -1.867963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169452 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -18679630.000000 Penalty: 3914.718262
	Iteration 82Q: 3 clusters Score -1.867963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169461 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -18679632.000000 Penalty: 3914.718262
	Iteration 83Q: 3 clusters Score -1.867963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -18679636.000000 Penalty: 3914.718262
	Iteration 84Q: 3 clusters Score -1.867964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169480 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -18679658.000000 Penalty: 3914.718262
	Iteration 85Q: 3 clusters Score -1.867966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169485 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -18679668.000000 Penalty: 3914.718262
	Iteration 86Q: 3 clusters Score -1.867967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169492 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -18679648.000000 Penalty: 3914.718262
	Iteration 87Q: 3 clusters Score -1.867965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169500 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -18679662.000000 Penalty: 3914.718262
	Iteration 88Q: 3 clusters Score -1.867966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169510 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -18679676.000000 Penalty: 3914.718262
	Iteration 89Q: 3 clusters Score -1.867968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169514 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -18679678.000000 Penalty: 3914.718262
	Iteration 90Q: 3 clusters Score -1.867968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169519 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -18679696.000000 Penalty: 3914.718262
	Iteration 91Q: 3 clusters Score -1.86797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169525 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -18679688.000000 Penalty: 3914.718262
	Iteration 92Q: 3 clusters Score -1.867969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169533 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -18679692.000000 Penalty: 3914.718262
	Iteration 93Q: 3 clusters Score -1.867969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169537 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -18679692.000000 Penalty: 3914.718262
	Iteration 94Q: 3 clusters Score -1.867969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -18679700.000000 Penalty: 3914.718262
	Iteration 95Q: 3 clusters Score -1.86797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -18679696.000000 Penalty: 3914.718262
	Iteration 96Q: 3 clusters Score -1.86797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169558 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -18679690.000000 Penalty: 3914.718262
	Iteration 97Q: 3 clusters Score -1.867969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169560 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -18679706.000000 Penalty: 3914.718262
	Iteration 98Q: 3 clusters Score -1.867971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -18679706.000000 Penalty: 3914.718262
	Iteration 99Q: 3 clusters Score -1.867971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -18679702.000000 Penalty: 3914.718262
	Iteration 100F: 3 clusters Score -1.86797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -18679700.000000 Penalty: 3914.718262
	Iteration 101Q: 3 clusters Score -1.86797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169568 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18679696.000000 Penalty: 3914.718262
	Iteration 102Q: 3 clusters Score -1.86797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169568 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18679702.000000 Penalty: 3914.718262
	Iteration 103Q: 3 clusters Score -1.86797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169568 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18679708.000000 Penalty: 3914.718262
	Iteration 104Q: 3 clusters Score -1.867971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169569 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -18679702.000000 Penalty: 3914.718262
	Iteration 105Q: 3 clusters Score -1.86797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169570 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -18679704.000000 Penalty: 3914.718262
	Iteration 106Q: 3 clusters Score -1.86797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169571 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -18679708.000000 Penalty: 3914.718262
	Iteration 107Q: 3 clusters Score -1.867971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169571 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -18679708.000000 Penalty: 3914.718262
	Iteration 108F: 3 clusters Score -1.867971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Entering Unmasked Estep 
Score: -1503332.375000 Penalty: 1552.259766
	Iteration 0F: 2 clusters Score -1503332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1493466.375000 Penalty: 3104.519531
	Iteration 0F: 3 clusters Score -1493466 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1496930.250000 Penalty: 3104.519531
	Iteration 1F: 3 clusters Score -1496930 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1497258.250000 Penalty: 3104.519531
	Iteration 2F: 3 clusters Score -1497258 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1497547.875000 Penalty: 3104.519531
	Iteration 3Q: 3 clusters Score -1497548 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1497875.875000 Penalty: 3104.519531
	Iteration 4Q: 3 clusters Score -1497876 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1498256.750000 Penalty: 3104.519531
	Iteration 5F: 3 clusters Score -1498257 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1498597.250000 Penalty: 3104.519531
	Iteration 6Q: 3 clusters Score -1498597 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1498906.250000 Penalty: 3104.519531
	Iteration 7Q: 3 clusters Score -1498906 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1499176.250000 Penalty: 3104.519531
	Iteration 8Q: 3 clusters Score -1499176 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1499424.125000 Penalty: 3104.519531
	Iteration 9Q: 3 clusters Score -1499424 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1499637.250000 Penalty: 3104.519531
	Iteration 10Q: 3 clusters Score -1499637 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1499816.500000 Penalty: 3104.519531
	Iteration 11Q: 3 clusters Score -1499816 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1499964.250000 Penalty: 3104.519531
	Iteration 12Q: 3 clusters Score -1499964 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1500083.375000 Penalty: 3104.519531
	Iteration 13Q: 3 clusters Score -1500083 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1500190.125000 Penalty: 3104.519531
	Iteration 14Q: 3 clusters Score -1500190 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1500287.875000 Penalty: 3104.519531
	Iteration 15Q: 3 clusters Score -1500288 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1500365.125000 Penalty: 3104.519531
	Iteration 16Q: 3 clusters Score -1500365 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1500437.875000 Penalty: 3104.519531
	Iteration 17Q: 3 clusters Score -1500438 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1500496.125000 Penalty: 3104.519531
	Iteration 18Q: 3 clusters Score -1500496 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1500561.625000 Penalty: 3104.519531
	Iteration 19Q: 3 clusters Score -1500562 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1500618.750000 Penalty: 3104.519531
	Iteration 20F: 3 clusters Score -1500619 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1500678.375000 Penalty: 3104.519531
	Iteration 21Q: 3 clusters Score -1500678 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1500743.625000 Penalty: 3104.519531
	Iteration 22Q: 3 clusters Score -1500744 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1500804.000000 Penalty: 3104.519531
	Iteration 23Q: 3 clusters Score -1500804 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1500876.125000 Penalty: 3104.519531
	Iteration 24Q: 3 clusters Score -1500876 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1500951.125000 Penalty: 3104.519531
	Iteration 25Q: 3 clusters Score -1500951 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1501025.625000 Penalty: 3104.519531
	Iteration 26Q: 3 clusters Score -1501026 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1501116.250000 Penalty: 3104.519531
	Iteration 27Q: 3 clusters Score -1501116 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1501189.750000 Penalty: 3104.519531
	Iteration 28Q: 3 clusters Score -1501190 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1501285.500000 Penalty: 3104.519531
	Iteration 29Q: 3 clusters Score -1501286 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1501378.250000 Penalty: 3104.519531
	Iteration 30Q: 3 clusters Score -1501378 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1501461.625000 Penalty: 3104.519531
	Iteration 31Q: 3 clusters Score -1501462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1501549.750000 Penalty: 3104.519531
	Iteration 32Q: 3 clusters Score -1501550 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1501624.750000 Penalty: 3104.519531
	Iteration 33Q: 3 clusters Score -1501625 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1501687.625000 Penalty: 3104.519531
	Iteration 34Q: 3 clusters Score -1501688 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1501762.875000 Penalty: 3104.519531
	Iteration 35Q: 3 clusters Score -1501763 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1501814.625000 Penalty: 3104.519531
	Iteration 36Q: 3 clusters Score -1501815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1501845.625000 Penalty: 3104.519531
	Iteration 37Q: 3 clusters Score -1501846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1501871.250000 Penalty: 3104.519531
	Iteration 38Q: 3 clusters Score -1501871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1501891.125000 Penalty: 3104.519531
	Iteration 39Q: 3 clusters Score -1501891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1501901.750000 Penalty: 3104.519531
	Iteration 40F: 3 clusters Score -1501902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1501913.750000 Penalty: 3104.519531
	Iteration 41Q: 3 clusters Score -1501914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1501918.500000 Penalty: 3104.519531
	Iteration 42Q: 3 clusters Score -1501918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1501928.625000 Penalty: 3104.519531
	Iteration 43Q: 3 clusters Score -1501929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1501934.250000 Penalty: 3104.519531
	Iteration 44Q: 3 clusters Score -1501934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1501942.625000 Penalty: 3104.519531
	Iteration 45Q: 3 clusters Score -1501943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1501959.000000 Penalty: 3104.519531
	Iteration 46Q: 3 clusters Score -1501959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1501966.000000 Penalty: 3104.519531
	Iteration 47Q: 3 clusters Score -1501966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1501973.000000 Penalty: 3104.519531
	Iteration 48Q: 3 clusters Score -1501973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1501977.000000 Penalty: 3104.519531
	Iteration 49Q: 3 clusters Score -1501977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1501982.250000 Penalty: 3104.519531
	Iteration 50Q: 3 clusters Score -1501982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1501988.625000 Penalty: 3104.519531
	Iteration 51Q: 3 clusters Score -1501989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1501988.875000 Penalty: 3104.519531
	Iteration 52Q: 3 clusters Score -1501989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1501994.000000 Penalty: 3104.519531
	Iteration 53Q: 3 clusters Score -1501994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1502003.750000 Penalty: 3104.519531
	Iteration 54Q: 3 clusters Score -1502004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1502007.750000 Penalty: 3104.519531
	Iteration 55Q: 3 clusters Score -1502008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1502009.375000 Penalty: 3104.519531
	Iteration 56Q: 3 clusters Score -1502009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1502009.375000 Penalty: 3104.519531
	Iteration 57F: 3 clusters Score -1502009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 19218 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25865 members 
Mstep: Class 7 contains 7473 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11899 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8518 members 
Mstep: Class 14 contains 15330 members 
Mstep: Class 15 contains 8297 members 
Mstep: Class 16 contains 73824 members 
Mstep: Class 18 contains 170295 members 
Mstep: Class 19 contains 14078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702772.000000 Penalty: 37625.707031
Iteration 279Q: 19 clusters Score -4.170277e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12225 members 
Mstep: Class 3 contains 19215 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25872 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8518 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 8298 members 
Mstep: Class 16 contains 73817 members 
Mstep: Class 18 contains 170327 members 
Mstep: Class 19 contains 14071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702716.000000 Penalty: 37625.707031
Iteration 280F: 19 clusters Score -4.170272e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 19213 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25882 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8519 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 8295 members 
Mstep: Class 16 contains 73814 members 
Mstep: Class 18 contains 170352 members 
Mstep: Class 19 contains 14069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702740.000000 Penalty: 37625.707031
Iteration 281Q: 19 clusters Score -4.170274e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12228 members 
Mstep: Class 3 contains 19211 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25899 members 
Mstep: Class 7 contains 7470 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11902 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 8297 members 
Mstep: Class 16 contains 73807 members 
Mstep: Class 18 contains 170369 members 
Mstep: Class 19 contains 14064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702720.000000 Penalty: 37625.707031
Iteration 282Q: 19 clusters Score -4.170272e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 19210 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25908 members 
Mstep: Class 7 contains 7467 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 8297 members 
Mstep: Class 16 contains 73807 members 
Mstep: Class 18 contains 170391 members 
Mstep: Class 19 contains 14059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702784.000000 Penalty: 37625.707031
Iteration 283Q: 19 clusters Score -4.170278e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 19210 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25920 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 3796 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 11903 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 14 contains 15330 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 73811 members 
Mstep: Class 18 contains 170405 members 
Mstep: Class 19 contains 14052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702832.000000 Penalty: 37625.707031
Iteration 284Q: 19 clusters Score -4.170283e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 19209 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25943 members 
Mstep: Class 7 contains 7464 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 11905 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 73821 members 
Mstep: Class 18 contains 170411 members 
Mstep: Class 19 contains 14049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702824.000000 Penalty: 37625.707031
Iteration 285Q: 19 clusters Score -4.170282e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 19209 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 25953 members 
Mstep: Class 7 contains 7461 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 11906 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8519 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 73820 members 
Mstep: Class 18 contains 170428 members 
Mstep: Class 19 contains 14046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702824.000000 Penalty: 37625.707031
Iteration 286Q: 19 clusters Score -4.170282e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 19208 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 6 contains 25966 members 
Mstep: Class 7 contains 7456 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 11905 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8521 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 73822 members 
Mstep: Class 18 contains 170457 members 
Mstep: Class 19 contains 14038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702748.000000 Penalty: 37625.707031
Iteration 287Q: 19 clusters Score -4.170275e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 19207 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 6 contains 25978 members 
Mstep: Class 7 contains 7453 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11906 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8521 members 
Mstep: Class 14 contains 15330 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 73824 members 
Mstep: Class 18 contains 170486 members 
Mstep: Class 19 contains 14030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702780.000000 Penalty: 37625.707031
Iteration 288Q: 19 clusters Score -4.170278e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 19208 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 25998 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11906 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8521 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 8294 members 
Mstep: Class 16 contains 73821 members 
Mstep: Class 18 contains 170513 members 
Mstep: Class 19 contains 14015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702704.000000 Penalty: 37625.707031
Iteration 289Q: 19 clusters Score -4.17027e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 19207 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 26009 members 
Mstep: Class 7 contains 7447 members 
Mstep: Class 8 contains 3623 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11907 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8521 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 8294 members 
Mstep: Class 16 contains 73819 members 
Mstep: Class 18 contains 170550 members 
Mstep: Class 19 contains 13999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702724.000000 Penalty: 37625.707031
Iteration 290Q: 19 clusters Score -4.170272e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 19206 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 26007 members 
Mstep: Class 7 contains 7447 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11907 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8521 members 
Mstep: Class 14 contains 15330 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 73819 members 
Mstep: Class 18 contains 170592 members 
Mstep: Class 19 contains 13988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702684.000000 Penalty: 37625.707031
Iteration 291Q: 19 clusters Score -4.170268e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12228 members 
Mstep: Class 3 contains 19208 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 25998 members 
Mstep: Class 7 contains 7446 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 11908 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8523 members 
Mstep: Class 14 contains 15330 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 73812 members 
Mstep: Class 18 contains 170640 members 
Mstep: Class 19 contains 13981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702632.000000 Penalty: 37625.707031
Iteration 292Q: 19 clusters Score -4.170263e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 19208 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 25986 members 
Mstep: Class 7 contains 7440 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 11907 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8523 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 73809 members 
Mstep: Class 18 contains 170688 members 
Mstep: Class 19 contains 13975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702624.000000 Penalty: 37625.707031
Iteration 293Q: 19 clusters Score -4.170262e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 19205 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 25971 members 
Mstep: Class 7 contains 7439 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 11905 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 73817 members 
Mstep: Class 18 contains 170722 members 
Mstep: Class 19 contains 13970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702636.000000 Penalty: 37625.707031
Iteration 294Q: 19 clusters Score -4.170264e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 19200 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 25953 members 
Mstep: Class 7 contains 7435 members 
Mstep: Class 8 contains 3526 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 11902 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8524 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8297 members 
Mstep: Class 16 contains 73828 members 
Mstep: Class 18 contains 170763 members 
Mstep: Class 19 contains 13960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702592.000000 Penalty: 37625.707031
Iteration 295Q: 19 clusters Score -4.170259e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12225 members 
Mstep: Class 3 contains 19199 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 7434 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11898 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8524 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8297 members 
Mstep: Class 16 contains 73823 members 
Mstep: Class 18 contains 170804 members 
Mstep: Class 19 contains 13953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702580.000000 Penalty: 37625.707031
Iteration 296Q: 19 clusters Score -4.170258e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 19202 members 
Mstep: Class 4 contains 4945 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 25928 members 
Mstep: Class 7 contains 7432 members 
Mstep: Class 8 contains 3502 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 11892 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8523 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 8300 members 
Mstep: Class 16 contains 73819 members 
Mstep: Class 18 contains 170836 members 
Mstep: Class 19 contains 13947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702580.000000 Penalty: 37625.707031
Iteration 297Q: 19 clusters Score -4.170258e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 19202 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 25915 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 3492 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 11891 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 8301 members 
Mstep: Class 16 contains 73812 members 
Mstep: Class 18 contains 170868 members 
Mstep: Class 19 contains 13941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702604.000000 Penalty: 37625.707031
Iteration 298Q: 19 clusters Score -4.17026e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 19203 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 7426 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 11891 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8526 members 
Mstep: Class 14 contains 15342 members 
Mstep: Class 15 contains 8303 members 
Mstep: Class 16 contains 73811 members 
Mstep: Class 18 contains 170888 members 
Mstep: Class 19 contains 13937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702620.000000 Penalty: 37625.707031
Iteration 299Q: 19 clusters Score -4.170262e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12225 members 
Mstep: Class 3 contains 19208 members 
Mstep: Class 4 contains 4949 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 7424 members 
Mstep: Class 8 contains 3468 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 11888 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8528 members 
Mstep: Class 14 contains 15344 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73806 members 
Mstep: Class 18 contains 170904 members 
Mstep: Class 19 contains 13937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702600.000000 Penalty: 37625.707031
Iteration 300F: 19 clusters Score -4.17026e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 19210 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25902 members 
Mstep: Class 7 contains 7424 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 11887 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8528 members 
Mstep: Class 14 contains 15341 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73800 members 
Mstep: Class 18 contains 170929 members 
Mstep: Class 19 contains 13934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702580.000000 Penalty: 37625.707031
Iteration 301Q: 19 clusters Score -4.170258e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 19212 members 
Mstep: Class 4 contains 4949 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25884 members 
Mstep: Class 7 contains 7421 members 
Mstep: Class 8 contains 3449 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 11886 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8529 members 
Mstep: Class 14 contains 15342 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73794 members 
Mstep: Class 18 contains 170959 members 
Mstep: Class 19 contains 13933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702540.000000 Penalty: 37625.707031
Iteration 302Q: 19 clusters Score -4.170254e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 19213 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25868 members 
Mstep: Class 7 contains 7418 members 
Mstep: Class 8 contains 3445 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 11885 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8530 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73785 members 
Mstep: Class 18 contains 170993 members 
Mstep: Class 19 contains 13932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702508.000000 Penalty: 37625.707031
Iteration 303Q: 19 clusters Score -4.170251e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 19214 members 
Mstep: Class 4 contains 4950 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25854 members 
Mstep: Class 7 contains 7417 members 
Mstep: Class 8 contains 3440 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 11883 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8530 members 
Mstep: Class 14 contains 15341 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73779 members 
Mstep: Class 18 contains 171020 members 
Mstep: Class 19 contains 13927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702532.000000 Penalty: 37625.707031
Iteration 304Q: 19 clusters Score -4.170253e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 19214 members 
Mstep: Class 4 contains 4949 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25845 members 
Mstep: Class 7 contains 7415 members 
Mstep: Class 8 contains 3429 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 11881 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 14 contains 15341 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73772 members 
Mstep: Class 18 contains 171048 members 
Mstep: Class 19 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702528.000000 Penalty: 37625.707031
Iteration 305Q: 19 clusters Score -4.170253e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 19212 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25834 members 
Mstep: Class 7 contains 7415 members 
Mstep: Class 8 contains 3423 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73763 members 
Mstep: Class 18 contains 171079 members 
Mstep: Class 19 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702520.000000 Penalty: 37625.707031
Iteration 306Q: 19 clusters Score -4.170252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 19211 members 
Mstep: Class 4 contains 4947 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25833 members 
Mstep: Class 7 contains 7414 members 
Mstep: Class 8 contains 3413 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73758 members 
Mstep: Class 18 contains 171102 members 
Mstep: Class 19 contains 13929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702508.000000 Penalty: 37625.707031
Iteration 307Q: 19 clusters Score -4.170251e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 19211 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25826 members 
Mstep: Class 7 contains 7414 members 
Mstep: Class 8 contains 3408 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73752 members 
Mstep: Class 18 contains 171124 members 
Mstep: Class 19 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702504.000000 Penalty: 37625.707031
Iteration 308Q: 19 clusters Score -4.17025e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 19212 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25817 members 
Mstep: Class 7 contains 7414 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73755 members 
Mstep: Class 18 contains 171133 members 
Mstep: Class 19 contains 13927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702472.000000 Penalty: 37625.707031
Iteration 309Q: 19 clusters Score -4.170247e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12234 members 
Mstep: Class 3 contains 19213 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25807 members 
Mstep: Class 7 contains 7414 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8534 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73759 members 
Mstep: Class 18 contains 171137 members 
Mstep: Class 19 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702516.000000 Penalty: 37625.707031
Iteration 310Q: 19 clusters Score -4.170252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 19214 members 
Mstep: Class 4 contains 4936 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25798 members 
Mstep: Class 7 contains 7412 members 
Mstep: Class 8 contains 3402 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8535 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73762 members 
Mstep: Class 18 contains 171148 members 
Mstep: Class 19 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702528.000000 Penalty: 37625.707031
Iteration 311Q: 19 clusters Score -4.170253e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12237 members 
Mstep: Class 3 contains 19216 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25791 members 
Mstep: Class 7 contains 7412 members 
Mstep: Class 8 contains 3398 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11876 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8537 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 73765 members 
Mstep: Class 18 contains 171154 members 
Mstep: Class 19 contains 13927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702508.000000 Penalty: 37625.707031
Iteration 312Q: 19 clusters Score -4.170251e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12237 members 
Mstep: Class 3 contains 19220 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25792 members 
Mstep: Class 7 contains 7411 members 
Mstep: Class 8 contains 3390 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8537 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73771 members 
Mstep: Class 18 contains 171149 members 
Mstep: Class 19 contains 13927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702496.000000 Penalty: 37625.707031
Iteration 313Q: 19 clusters Score -4.17025e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12237 members 
Mstep: Class 3 contains 19219 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 25795 members 
Mstep: Class 7 contains 7411 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8537 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73779 members 
Mstep: Class 18 contains 171151 members 
Mstep: Class 19 contains 13925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702480.000000 Penalty: 37625.707031
Iteration 314Q: 19 clusters Score -4.170248e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 19222 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25801 members 
Mstep: Class 7 contains 7411 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8538 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73784 members 
Mstep: Class 18 contains 171150 members 
Mstep: Class 19 contains 13924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702488.000000 Penalty: 37625.707031
Iteration 315Q: 19 clusters Score -4.170249e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25806 members 
Mstep: Class 7 contains 7409 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8540 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73787 members 
Mstep: Class 18 contains 171150 members 
Mstep: Class 19 contains 13925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702508.000000 Penalty: 37625.707031
Iteration 316Q: 19 clusters Score -4.170251e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12239 members 
Mstep: Class 3 contains 19227 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25812 members 
Mstep: Class 7 contains 7408 members 
Mstep: Class 8 contains 3343 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8541 members 
Mstep: Class 14 contains 15335 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73786 members 
Mstep: Class 18 contains 171155 members 
Mstep: Class 19 contains 13926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702504.000000 Penalty: 37625.707031
Iteration 317Q: 19 clusters Score -4.17025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25817 members 
Mstep: Class 7 contains 7410 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73785 members 
Mstep: Class 18 contains 171160 members 
Mstep: Class 19 contains 13926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702472.000000 Penalty: 37625.707031
Iteration 318Q: 19 clusters Score -4.170247e+07 nChanged 27
Entering ConstructFrom: 
Score: -41702472.000000 Penalty: 37625.707031
Entering ConstructFrom: 
Trying to split cluster 1 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -388322.125000 Penalty: 1326.223389
	Iteration 0F: 2 clusters Score -388322.1 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 1786 members 
Entering Unmasked Estep 
Score: -385288.343750 Penalty: 2652.446777
	Iteration 0F: 3 clusters Score -385288.3 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -386077.312500 Penalty: 2652.446777
	Iteration 1F: 3 clusters Score -386077.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -386229.656250 Penalty: 2652.446777
	Iteration 2F: 3 clusters Score -386229.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -386305.968750 Penalty: 2652.446777
	Iteration 3F: 3 clusters Score -386306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -386352.875000 Penalty: 2652.446777
	Iteration 4Q: 3 clusters Score -386352.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -386392.531250 Penalty: 2652.446777
	Iteration 5Q: 3 clusters Score -386392.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -386426.562500 Penalty: 2652.446777
	Iteration 6Q: 3 clusters Score -386426.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -386455.687500 Penalty: 2652.446777
	Iteration 7Q: 3 clusters Score -386455.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -386480.593750 Penalty: 2652.446777
	Iteration 8Q: 3 clusters Score -386480.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -386500.281250 Penalty: 2652.446777
	Iteration 9Q: 3 clusters Score -386500.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -386518.750000 Penalty: 2652.446777
	Iteration 10Q: 3 clusters Score -386518.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -386548.968750 Penalty: 2652.446777
	Iteration 11Q: 3 clusters Score -386549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -386598.375000 Penalty: 2652.446777
	Iteration 12Q: 3 clusters Score -386598.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -386661.156250 Penalty: 2652.446777
	Iteration 13Q: 3 clusters Score -386661.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -386721.750000 Penalty: 2652.446777
	Iteration 14Q: 3 clusters Score -386721.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -386788.000000 Penalty: 2652.446777
	Iteration 15Q: 3 clusters Score -386788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -386871.468750 Penalty: 2652.446777
	Iteration 16Q: 3 clusters Score -386871.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -386967.656250 Penalty: 2652.446777
	Iteration 17Q: 3 clusters Score -386967.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -387041.093750 Penalty: 2652.446777
	Iteration 18Q: 3 clusters Score -387041.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -387115.718750 Penalty: 2652.446777
	Iteration 19Q: 3 clusters Score -387115.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -387170.937500 Penalty: 2652.446777
	Iteration 20F: 3 clusters Score -387170.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -387206.656250 Penalty: 2652.446777
	Iteration 21Q: 3 clusters Score -387206.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -387231.625000 Penalty: 2652.446777
	Iteration 22Q: 3 clusters Score -387231.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -387259.500000 Penalty: 2652.446777
	Iteration 23Q: 3 clusters Score -387259.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -387276.312500 Penalty: 2652.446777
	Iteration 24Q: 3 clusters Score -387276.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -387287.812500 Penalty: 2652.446777
	Iteration 25Q: 3 clusters Score -387287.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -387299.437500 Penalty: 2652.446777
	Iteration 26Q: 3 clusters Score -387299.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -387310.031250 Penalty: 2652.446777
	Iteration 27Q: 3 clusters Score -387310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -387323.093750 Penalty: 2652.446777
	Iteration 28Q: 3 clusters Score -387323.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -387333.781250 Penalty: 2652.446777
	Iteration 29Q: 3 clusters Score -387333.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -387343.781250 Penalty: 2652.446777
	Iteration 30Q: 3 clusters Score -387343.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -387349.562500 Penalty: 2652.446777
	Iteration 31Q: 3 clusters Score -387349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -387351.687500 Penalty: 2652.446777
	Iteration 32Q: 3 clusters Score -387351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -387356.031250 Penalty: 2652.446777
	Iteration 33Q: 3 clusters Score -387356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -387361.281250 Penalty: 2652.446777
	Iteration 34Q: 3 clusters Score -387361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -387364.875000 Penalty: 2652.446777
	Iteration 35Q: 3 clusters Score -387364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -387367.250000 Penalty: 2652.446777
	Iteration 36Q: 3 clusters Score -387367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -387370.125000 Penalty: 2652.446777
	Iteration 37Q: 3 clusters Score -387370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -387373.187500 Penalty: 2652.446777
	Iteration 38Q: 3 clusters Score -387373.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -387373.187500 Penalty: 2652.446777
	Iteration 39F: 3 clusters Score -387373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Entering Unmasked Estep 
Score: -1385361.000000 Penalty: 1529.512207
	Iteration 0F: 2 clusters Score -1385361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1376730.625000 Penalty: 3059.024414
	Iteration 0F: 3 clusters Score -1376731 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1379665.125000 Penalty: 3059.024414
	Iteration 1F: 3 clusters Score -1379665 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1379960.250000 Penalty: 3059.024414
	Iteration 2F: 3 clusters Score -1379960 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1380209.250000 Penalty: 3059.024414
	Iteration 3Q: 3 clusters Score -1380209 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1380390.625000 Penalty: 3059.024414
	Iteration 4Q: 3 clusters Score -1380391 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1380549.875000 Penalty: 3059.024414
	Iteration 5Q: 3 clusters Score -1380550 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1380709.250000 Penalty: 3059.024414
	Iteration 6Q: 3 clusters Score -1380709 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1380862.750000 Penalty: 3059.024414
	Iteration 7Q: 3 clusters Score -1380863 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1381039.375000 Penalty: 3059.024414
	Iteration 8Q: 3 clusters Score -1381039 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1381238.375000 Penalty: 3059.024414
	Iteration 9Q: 3 clusters Score -1381238 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1381459.625000 Penalty: 3059.024414
	Iteration 10Q: 3 clusters Score -1381460 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1381678.250000 Penalty: 3059.024414
	Iteration 11Q: 3 clusters Score -1381678 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1381913.250000 Penalty: 3059.024414
	Iteration 12Q: 3 clusters Score -1381913 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1382083.875000 Penalty: 3059.024414
	Iteration 13Q: 3 clusters Score -1382084 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1382198.000000 Penalty: 3059.024414
	Iteration 14Q: 3 clusters Score -1382198 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1382300.375000 Penalty: 3059.024414
	Iteration 15Q: 3 clusters Score -1382300 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1382388.500000 Penalty: 3059.024414
	Iteration 16Q: 3 clusters Score -1382388 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1382513.375000 Penalty: 3059.024414
	Iteration 17Q: 3 clusters Score -1382513 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1382623.250000 Penalty: 3059.024414
	Iteration 18Q: 3 clusters Score -1382623 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1382714.125000 Penalty: 3059.024414
	Iteration 19Q: 3 clusters Score -1382714 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1382811.250000 Penalty: 3059.024414
	Iteration 20F: 3 clusters Score -1382811 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1382872.875000 Penalty: 3059.024414
	Iteration 21Q: 3 clusters Score -1382873 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1382915.500000 Penalty: 3059.024414
	Iteration 22Q: 3 clusters Score -1382916 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1382958.000000 Penalty: 3059.024414
	Iteration 23Q: 3 clusters Score -1382958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1382994.250000 Penalty: 3059.024414
	Iteration 24Q: 3 clusters Score -1382994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1383021.000000 Penalty: 3059.024414
	Iteration 25Q: 3 clusters Score -1383021 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1383063.625000 Penalty: 3059.024414
	Iteration 26Q: 3 clusters Score -1383064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1383088.000000 Penalty: 3059.024414
	Iteration 27Q: 3 clusters Score -1383088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1383119.000000 Penalty: 3059.024414
	Iteration 28Q: 3 clusters Score -1383119 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1383147.875000 Penalty: 3059.024414
	Iteration 29Q: 3 clusters Score -1383148 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1383191.625000 Penalty: 3059.024414
	Iteration 30Q: 3 clusters Score -1383192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1383236.000000 Penalty: 3059.024414
	Iteration 31Q: 3 clusters Score -1383236 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1383287.125000 Penalty: 3059.024414
	Iteration 32Q: 3 clusters Score -1383287 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1383344.500000 Penalty: 3059.024414
	Iteration 33Q: 3 clusters Score -1383344 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1383419.000000 Penalty: 3059.024414
	Iteration 34Q: 3 clusters Score -1383419 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1383492.875000 Penalty: 3059.024414
	Iteration 35Q: 3 clusters Score -1383493 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1383571.000000 Penalty: 3059.024414
	Iteration 36Q: 3 clusters Score -1383571 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1383628.750000 Penalty: 3059.024414
	Iteration 37Q: 3 clusters Score -1383629 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1383679.750000 Penalty: 3059.024414
	Iteration 38Q: 3 clusters Score -1383680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1383717.125000 Penalty: 3059.024414
	Iteration 39Q: 3 clusters Score -1383717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1383752.625000 Penalty: 3059.024414
	Iteration 40F: 3 clusters Score -1383753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1383770.625000 Penalty: 3059.024414
	Iteration 41Q: 3 clusters Score -1383771 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1383788.375000 Penalty: 3059.024414
	Iteration 42Q: 3 clusters Score -1383788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1383806.375000 Penalty: 3059.024414
	Iteration 43Q: 3 clusters Score -1383806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1383816.875000 Penalty: 3059.024414
	Iteration 44Q: 3 clusters Score -1383817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1383832.875000 Penalty: 3059.024414
	Iteration 45Q: 3 clusters Score -1383833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1383845.375000 Penalty: 3059.024414
	Iteration 46Q: 3 clusters Score -1383845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1383857.500000 Penalty: 3059.024414
	Iteration 47Q: 3 clusters Score -1383858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1383868.125000 Penalty: 3059.024414
	Iteration 48Q: 3 clusters Score -1383868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1383884.000000 Penalty: 3059.024414
	Iteration 49Q: 3 clusters Score -1383884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1383893.250000 Penalty: 3059.024414
	Iteration 50Q: 3 clusters Score -1383893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1383904.750000 Penalty: 3059.024414
	Iteration 51Q: 3 clusters Score -1383905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1383912.000000 Penalty: 3059.024414
	Iteration 52Q: 3 clusters Score -1383912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1383918.250000 Penalty: 3059.024414
	Iteration 53Q: 3 clusters Score -1383918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1383925.875000 Penalty: 3059.024414
	Iteration 54Q: 3 clusters Score -1383926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1383935.625000 Penalty: 3059.024414
	Iteration 55Q: 3 clusters Score -1383936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1383951.250000 Penalty: 3059.024414
	Iteration 56Q: 3 clusters Score -1383951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1383959.375000 Penalty: 3059.024414
	Iteration 57Q: 3 clusters Score -1383959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1383963.000000 Penalty: 3059.024414
	Iteration 58Q: 3 clusters Score -1383963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1383969.625000 Penalty: 3059.024414
	Iteration 59Q: 3 clusters Score -1383970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1383977.000000 Penalty: 3059.024414
	Iteration 60F: 3 clusters Score -1383977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1383982.375000 Penalty: 3059.024414
	Iteration 61Q: 3 clusters Score -1383982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1383984.625000 Penalty: 3059.024414
	Iteration 62Q: 3 clusters Score -1383985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1383987.625000 Penalty: 3059.024414
	Iteration 63Q: 3 clusters Score -1383988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1383990.250000 Penalty: 3059.024414
	Iteration 64Q: 3 clusters Score -1383990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1383994.375000 Penalty: 3059.024414
	Iteration 65Q: 3 clusters Score -1383994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1383995.625000 Penalty: 3059.024414
	Iteration 66Q: 3 clusters Score -1383996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1383994.375000 Penalty: 3059.024414
	Iteration 67Q: 3 clusters Score -1383994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1383998.875000 Penalty: 3059.024414
	Iteration 68Q: 3 clusters Score -1383999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1384000.250000 Penalty: 3059.024414
	Iteration 69Q: 3 clusters Score -1384000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1384001.250000 Penalty: 3059.024414
	Iteration 70Q: 3 clusters Score -1384001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1384001.250000 Penalty: 3059.024414
	Iteration 71F: 3 clusters Score -1384001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Entering Unmasked Estep 
Score: -2171812.750000 Penalty: 1602.902954
	Iteration 0F: 2 clusters Score -2171813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2158707.000000 Penalty: 3205.805908
	Iteration 0F: 3 clusters Score -2158707 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2163332.500000 Penalty: 3205.805908
	Iteration 1F: 3 clusters Score -2163332 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2163625.500000 Penalty: 3205.805908
	Iteration 2Q: 3 clusters Score -2163626 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2163875.250000 Penalty: 3205.805908
	Iteration 3Q: 3 clusters Score -2163875 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2164106.750000 Penalty: 3205.805908
	Iteration 4Q: 3 clusters Score -2164107 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2164373.750000 Penalty: 3205.805908
	Iteration 5Q: 3 clusters Score -2164374 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2164720.000000 Penalty: 3205.805908
	Iteration 6Q: 3 clusters Score -2164720 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2165177.500000 Penalty: 3205.805908
	Iteration 7Q: 3 clusters Score -2165178 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2165803.000000 Penalty: 3205.805908
	Iteration 8F: 3 clusters Score -2165803 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2166573.500000 Penalty: 3205.805908
	Iteration 9F: 3 clusters Score -2166574 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2167338.000000 Penalty: 3205.805908
	Iteration 10F: 3 clusters Score -2167338 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2167966.000000 Penalty: 3205.805908
	Iteration 11Q: 3 clusters Score -2167966 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2168399.500000 Penalty: 3205.805908
	Iteration 12Q: 3 clusters Score -2168400 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2168627.250000 Penalty: 3205.805908
	Iteration 13Q: 3 clusters Score -2168627 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2168752.000000 Penalty: 3205.805908
	Iteration 14Q: 3 clusters Score -2168752 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2168825.000000 Penalty: 3205.805908
	Iteration 15Q: 3 clusters Score -2168825 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2168892.500000 Penalty: 3205.805908
	Iteration 16Q: 3 clusters Score -2168892 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2168967.000000 Penalty: 3205.805908
	Iteration 17Q: 3 clusters Score -2168967 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2169038.000000 Penalty: 3205.805908
	Iteration 18Q: 3 clusters Score -2169038 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2169105.750000 Penalty: 3205.805908
	Iteration 19Q: 3 clusters Score -2169106 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2169157.000000 Penalty: 3205.805908
	Iteration 20F: 3 clusters Score -2169157 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2169217.750000 Penalty: 3205.805908
	Iteration 21Q: 3 clusters Score -2169218 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2169270.500000 Penalty: 3205.805908
	Iteration 22Q: 3 clusters Score -2169270 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2169330.250000 Penalty: 3205.805908
	Iteration 23Q: 3 clusters Score -2169330 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2169381.250000 Penalty: 3205.805908
	Iteration 24Q: 3 clusters Score -2169381 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2169449.000000 Penalty: 3205.805908
	Iteration 25Q: 3 clusters Score -2169449 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2169533.500000 Penalty: 3205.805908
	Iteration 26Q: 3 clusters Score -2169534 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2169634.250000 Penalty: 3205.805908
	Iteration 27Q: 3 clusters Score -2169634 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2169726.250000 Penalty: 3205.805908
	Iteration 28Q: 3 clusters Score -2169726 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2169790.000000 Penalty: 3205.805908
	Iteration 29Q: 3 clusters Score -2169790 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2169841.500000 Penalty: 3205.805908
	Iteration 30Q: 3 clusters Score -2169842 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2169891.500000 Penalty: 3205.805908
	Iteration 31Q: 3 clusters Score -2169892 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2169927.000000 Penalty: 3205.805908
	Iteration 32Q: 3 clusters Score -2169927 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2169964.500000 Penalty: 3205.805908
	Iteration 33Q: 3 clusters Score -2169964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2169989.500000 Penalty: 3205.805908
	Iteration 34Q: 3 clusters Score -2169990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2170023.750000 Penalty: 3205.805908
	Iteration 35Q: 3 clusters Score -2170024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2170051.500000 Penalty: 3205.805908
	Iteration 36Q: 3 clusters Score -2170052 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2170081.250000 Penalty: 3205.805908
	Iteration 37Q: 3 clusters Score -2170081 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2170106.500000 Penalty: 3205.805908
	Iteration 38Q: 3 clusters Score -2170106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2170133.500000 Penalty: 3205.805908
	Iteration 39Q: 3 clusters Score -2170134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2170151.000000 Penalty: 3205.805908
	Iteration 40F: 3 clusters Score -2170151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2170155.250000 Penalty: 3205.805908
	Iteration 41Q: 3 clusters Score -2170155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2170174.000000 Penalty: 3205.805908
	Iteration 42Q: 3 clusters Score -2170174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2170180.500000 Penalty: 3205.805908
	Iteration 43Q: 3 clusters Score -2170180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2170191.500000 Penalty: 3205.805908
	Iteration 44Q: 3 clusters Score -2170192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2170207.500000 Penalty: 3205.805908
	Iteration 45Q: 3 clusters Score -2170208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2170227.750000 Penalty: 3205.805908
	Iteration 46Q: 3 clusters Score -2170228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2170239.250000 Penalty: 3205.805908
	Iteration 47Q: 3 clusters Score -2170239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2170249.000000 Penalty: 3205.805908
	Iteration 48Q: 3 clusters Score -2170249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2170264.500000 Penalty: 3205.805908
	Iteration 49Q: 3 clusters Score -2170264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2170272.750000 Penalty: 3205.805908
	Iteration 50Q: 3 clusters Score -2170273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2170285.000000 Penalty: 3205.805908
	Iteration 51Q: 3 clusters Score -2170285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2170306.000000 Penalty: 3205.805908
	Iteration 52Q: 3 clusters Score -2170306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2170322.750000 Penalty: 3205.805908
	Iteration 53Q: 3 clusters Score -2170323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2170328.250000 Penalty: 3205.805908
	Iteration 54Q: 3 clusters Score -2170328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2170327.500000 Penalty: 3205.805908
	Iteration 55Q: 3 clusters Score -2170328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2170336.750000 Penalty: 3205.805908
	Iteration 56Q: 3 clusters Score -2170337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2170341.500000 Penalty: 3205.805908
	Iteration 57Q: 3 clusters Score -2170342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2170343.250000 Penalty: 3205.805908
	Iteration 58Q: 3 clusters Score -2170343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2170349.500000 Penalty: 3205.805908
	Iteration 59Q: 3 clusters Score -2170350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2170351.750000 Penalty: 3205.805908
	Iteration 60F: 3 clusters Score -2170352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2170358.250000 Penalty: 3205.805908
	Iteration 61Q: 3 clusters Score -2170358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2170360.750000 Penalty: 3205.805908
	Iteration 62Q: 3 clusters Score -2170361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2170362.250000 Penalty: 3205.805908
	Iteration 63Q: 3 clusters Score -2170362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2170361.000000 Penalty: 3205.805908
	Iteration 64Q: 3 clusters Score -2170361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2170360.750000 Penalty: 3205.805908
	Iteration 65Q: 3 clusters Score -2170361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2170362.000000 Penalty: 3205.805908
	Iteration 66Q: 3 clusters Score -2170362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2170362.000000 Penalty: 3205.805908
	Iteration 67F: 3 clusters Score -2170362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Entering Unmasked Estep 
Score: -496926.406250 Penalty: 1381.851562
	Iteration 0F: 2 clusters Score -496926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -493046.093750 Penalty: 2763.703125
	Iteration 0F: 3 clusters Score -493046.1 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -494193.937500 Penalty: 2763.703125
	Iteration 1F: 3 clusters Score -494193.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -494425.312500 Penalty: 2763.703125
	Iteration 2F: 3 clusters Score -494425.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -494622.031250 Penalty: 2763.703125
	Iteration 3F: 3 clusters Score -494622 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -494802.937500 Penalty: 2763.703125
	Iteration 4F: 3 clusters Score -494802.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -495002.656250 Penalty: 2763.703125
	Iteration 5F: 3 clusters Score -495002.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -495268.187500 Penalty: 2763.703125
	Iteration 6F: 3 clusters Score -495268.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -495514.437500 Penalty: 2763.703125
	Iteration 7F: 3 clusters Score -495514.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -495681.750000 Penalty: 2763.703125
	Iteration 8Q: 3 clusters Score -495681.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -495802.843750 Penalty: 2763.703125
	Iteration 9Q: 3 clusters Score -495802.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -495908.250000 Penalty: 2763.703125
	Iteration 10Q: 3 clusters Score -495908.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -495993.187500 Penalty: 2763.703125
	Iteration 11Q: 3 clusters Score -495993.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -496045.250000 Penalty: 2763.703125
	Iteration 12Q: 3 clusters Score -496045.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -496076.562500 Penalty: 2763.703125
	Iteration 13Q: 3 clusters Score -496076.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -496106.250000 Penalty: 2763.703125
	Iteration 14Q: 3 clusters Score -496106.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -496132.062500 Penalty: 2763.703125
	Iteration 15Q: 3 clusters Score -496132.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -496151.812500 Penalty: 2763.703125
	Iteration 16Q: 3 clusters Score -496151.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -496164.500000 Penalty: 2763.703125
	Iteration 17Q: 3 clusters Score -496164.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -496175.406250 Penalty: 2763.703125
	Iteration 18Q: 3 clusters Score -496175.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -496191.875000 Penalty: 2763.703125
	Iteration 19Q: 3 clusters Score -496191.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -496207.937500 Penalty: 2763.703125
	Iteration 20F: 3 clusters Score -496207.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -496215.375000 Penalty: 2763.703125
	Iteration 21Q: 3 clusters Score -496215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -496223.562500 Penalty: 2763.703125
	Iteration 22Q: 3 clusters Score -496223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -496226.843750 Penalty: 2763.703125
	Iteration 23Q: 3 clusters Score -496226.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -496230.218750 Penalty: 2763.703125
	Iteration 24Q: 3 clusters Score -496230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -496231.468750 Penalty: 2763.703125
	Iteration 25Q: 3 clusters Score -496231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -496231.843750 Penalty: 2763.703125
	Iteration 26Q: 3 clusters Score -496231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -496234.156250 Penalty: 2763.703125
	Iteration 27Q: 3 clusters Score -496234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -496234.718750 Penalty: 2763.703125
	Iteration 28Q: 3 clusters Score -496234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -496235.250000 Penalty: 2763.703125
	Iteration 29Q: 3 clusters Score -496235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -496236.187500 Penalty: 2763.703125
	Iteration 30Q: 3 clusters Score -496236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -496237.781250 Penalty: 2763.703125
	Iteration 31Q: 3 clusters Score -496237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -496237.312500 Penalty: 2763.703125
	Iteration 32Q: 3 clusters Score -496237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -496238.593750 Penalty: 2763.703125
	Iteration 33Q: 3 clusters Score -496238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -496238.593750 Penalty: 2763.703125
	Iteration 34F: 3 clusters Score -496238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -132515.218750 Penalty: 1166.017090
	Iteration 0F: 2 clusters Score -132515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -130890.679688 Penalty: 2332.034180
	Iteration 0F: 3 clusters Score -130890.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -131218.765625 Penalty: 2332.034180
	Iteration 1F: 3 clusters Score -131218.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -131314.921875 Penalty: 2332.034180
	Iteration 2F: 3 clusters Score -131314.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -131381.468750 Penalty: 2332.034180
	Iteration 3F: 3 clusters Score -131381.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131414.015625 Penalty: 2332.034180
	Iteration 4Q: 3 clusters Score -131414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -131432.531250 Penalty: 2332.034180
	Iteration 5Q: 3 clusters Score -131432.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -131443.390625 Penalty: 2332.034180
	Iteration 6Q: 3 clusters Score -131443.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -131449.953125 Penalty: 2332.034180
	Iteration 7Q: 3 clusters Score -131450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131457.843750 Penalty: 2332.034180
	Iteration 8Q: 3 clusters Score -131457.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -131467.015625 Penalty: 2332.034180
	Iteration 9Q: 3 clusters Score -131467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -131474.296875 Penalty: 2332.034180
	Iteration 10Q: 3 clusters Score -131474.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -131481.187500 Penalty: 2332.034180
	Iteration 11Q: 3 clusters Score -131481.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -131486.656250 Penalty: 2332.034180
	Iteration 12Q: 3 clusters Score -131486.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -131491.546875 Penalty: 2332.034180
	Iteration 13Q: 3 clusters Score -131491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -131495.421875 Penalty: 2332.034180
	Iteration 14Q: 3 clusters Score -131495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -131498.750000 Penalty: 2332.034180
	Iteration 15Q: 3 clusters Score -131498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -131502.109375 Penalty: 2332.034180
	Iteration 16Q: 3 clusters Score -131502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -131505.312500 Penalty: 2332.034180
	Iteration 17Q: 3 clusters Score -131505.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -131506.984375 Penalty: 2332.034180
	Iteration 18Q: 3 clusters Score -131507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -131507.890625 Penalty: 2332.034180
	Iteration 19Q: 3 clusters Score -131507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -131508.406250 Penalty: 2332.034180
	Iteration 20F: 3 clusters Score -131508.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Entering Unmasked Estep 
Score: -2793037.500000 Penalty: 1650.853516
	Iteration 0F: 2 clusters Score -2793038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2775642.000000 Penalty: 3301.707031
	Iteration 0F: 3 clusters Score -2775642 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2782034.750000 Penalty: 3301.707031
	Iteration 1F: 3 clusters Score -2782035 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2782433.750000 Penalty: 3301.707031
	Iteration 2Q: 3 clusters Score -2782434 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2782844.250000 Penalty: 3301.707031
	Iteration 3Q: 3 clusters Score -2782844 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2783302.000000 Penalty: 3301.707031
	Iteration 4Q: 3 clusters Score -2783302 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2783846.250000 Penalty: 3301.707031
	Iteration 5Q: 3 clusters Score -2783846 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2784586.500000 Penalty: 3301.707031
	Iteration 6F: 3 clusters Score -2784586 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2785610.000000 Penalty: 3301.707031
	Iteration 7F: 3 clusters Score -2785610 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2786965.000000 Penalty: 3301.707031
	Iteration 8F: 3 clusters Score -2786965 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2788407.500000 Penalty: 3301.707031
	Iteration 9F: 3 clusters Score -2788408 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2789691.750000 Penalty: 3301.707031
	Iteration 10F: 3 clusters Score -2789692 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2790625.500000 Penalty: 3301.707031
	Iteration 11Q: 3 clusters Score -2790626 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2791142.500000 Penalty: 3301.707031
	Iteration 12Q: 3 clusters Score -2791142 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2791384.750000 Penalty: 3301.707031
	Iteration 13Q: 3 clusters Score -2791385 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2791477.500000 Penalty: 3301.707031
	Iteration 14Q: 3 clusters Score -2791478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2791546.750000 Penalty: 3301.707031
	Iteration 15Q: 3 clusters Score -2791547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2791568.250000 Penalty: 3301.707031
	Iteration 16Q: 3 clusters Score -2791568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2791582.750000 Penalty: 3301.707031
	Iteration 17Q: 3 clusters Score -2791583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2791585.000000 Penalty: 3301.707031
	Iteration 18Q: 3 clusters Score -2791585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2791583.750000 Penalty: 3301.707031
	Iteration 19Q: 3 clusters Score -2791584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2791589.750000 Penalty: 3301.707031
	Iteration 20F: 3 clusters Score -2791590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2791590.000000 Penalty: 3301.707031
	Iteration 21Q: 3 clusters Score -2791590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2791592.750000 Penalty: 3301.707031
	Iteration 22Q: 3 clusters Score -2791593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2791592.750000 Penalty: 3301.707031
	Iteration 23Q: 3 clusters Score -2791593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2791593.250000 Penalty: 3301.707031
	Iteration 24Q: 3 clusters Score -2791593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2791592.500000 Penalty: 3301.707031
	Iteration 25Q: 3 clusters Score -2791592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2791593.500000 Penalty: 3301.707031
	Iteration 26Q: 3 clusters Score -2791594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2791597.250000 Penalty: 3301.707031
	Iteration 27Q: 3 clusters Score -2791597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2791595.750000 Penalty: 3301.707031
	Iteration 28Q: 3 clusters Score -2791596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2791595.750000 Penalty: 3301.707031
	Iteration 29F: 3 clusters Score -2791596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Entering Unmasked Estep 
Score: -788206.562500 Penalty: 1447.992188
	Iteration 0F: 2 clusters Score -788206.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -782673.875000 Penalty: 2895.984375
	Iteration 0F: 3 clusters Score -782673.9 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -784620.062500 Penalty: 2895.984375
	Iteration 1F: 3 clusters Score -784620.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -785127.812500 Penalty: 2895.984375
	Iteration 2F: 3 clusters Score -785127.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -785534.312500 Penalty: 2895.984375
	Iteration 3F: 3 clusters Score -785534.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -785815.250000 Penalty: 2895.984375
	Iteration 4F: 3 clusters Score -785815.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -786031.625000 Penalty: 2895.984375
	Iteration 5F: 3 clusters Score -786031.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -786185.187500 Penalty: 2895.984375
	Iteration 6Q: 3 clusters Score -786185.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -786296.125000 Penalty: 2895.984375
	Iteration 7Q: 3 clusters Score -786296.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -786395.437500 Penalty: 2895.984375
	Iteration 8Q: 3 clusters Score -786395.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -786493.312500 Penalty: 2895.984375
	Iteration 9Q: 3 clusters Score -786493.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -786605.312500 Penalty: 2895.984375
	Iteration 10Q: 3 clusters Score -786605.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -786732.687500 Penalty: 2895.984375
	Iteration 11Q: 3 clusters Score -786732.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -786861.812500 Penalty: 2895.984375
	Iteration 12Q: 3 clusters Score -786861.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -786967.062500 Penalty: 2895.984375
	Iteration 13Q: 3 clusters Score -786967.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -787042.812500 Penalty: 2895.984375
	Iteration 14Q: 3 clusters Score -787042.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -787105.750000 Penalty: 2895.984375
	Iteration 15Q: 3 clusters Score -787105.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -787161.000000 Penalty: 2895.984375
	Iteration 16Q: 3 clusters Score -787161 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -787206.375000 Penalty: 2895.984375
	Iteration 17Q: 3 clusters Score -787206.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -787244.875000 Penalty: 2895.984375
	Iteration 18Q: 3 clusters Score -787244.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -787274.187500 Penalty: 2895.984375
	Iteration 19Q: 3 clusters Score -787274.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -787299.187500 Penalty: 2895.984375
	Iteration 20F: 3 clusters Score -787299.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -787320.437500 Penalty: 2895.984375
	Iteration 21Q: 3 clusters Score -787320.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -787338.812500 Penalty: 2895.984375
	Iteration 22Q: 3 clusters Score -787338.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -787350.125000 Penalty: 2895.984375
	Iteration 23Q: 3 clusters Score -787350.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -787354.375000 Penalty: 2895.984375
	Iteration 24Q: 3 clusters Score -787354.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -787362.875000 Penalty: 2895.984375
	Iteration 25Q: 3 clusters Score -787362.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -787372.000000 Penalty: 2895.984375
	Iteration 26Q: 3 clusters Score -787372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -787374.687500 Penalty: 2895.984375
	Iteration 27Q: 3 clusters Score -787374.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -787380.500000 Penalty: 2895.984375
	Iteration 28Q: 3 clusters Score -787380.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -787385.500000 Penalty: 2895.984375
	Iteration 29Q: 3 clusters Score -787385.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -787388.812500 Penalty: 2895.984375
	Iteration 30Q: 3 clusters Score -787388.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -787395.875000 Penalty: 2895.984375
	Iteration 31Q: 3 clusters Score -787395.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -787397.750000 Penalty: 2895.984375
	Iteration 32Q: 3 clusters Score -787397.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -787400.187500 Penalty: 2895.984375
	Iteration 33Q: 3 clusters Score -787400.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -787403.875000 Penalty: 2895.984375
	Iteration 34Q: 3 clusters Score -787403.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -787408.125000 Penalty: 2895.984375
	Iteration 35Q: 3 clusters Score -787408.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -787408.937500 Penalty: 2895.984375
	Iteration 36Q: 3 clusters Score -787408.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -787411.375000 Penalty: 2895.984375
	Iteration 37Q: 3 clusters Score -787411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -787413.250000 Penalty: 2895.984375
	Iteration 38Q: 3 clusters Score -787413.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -787415.000000 Penalty: 2895.984375
	Iteration 39Q: 3 clusters Score -787415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -787420.625000 Penalty: 2895.984375
	Iteration 40F: 3 clusters Score -787420.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -787424.375000 Penalty: 2895.984375
	Iteration 41Q: 3 clusters Score -787424.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -787426.062500 Penalty: 2895.984375
	Iteration 42Q: 3 clusters Score -787426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -787426.875000 Penalty: 2895.984375
	Iteration 43Q: 3 clusters Score -787426.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -787431.250000 Penalty: 2895.984375
	Iteration 44Q: 3 clusters Score -787431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -787430.812500 Penalty: 2895.984375
	Iteration 45Q: 3 clusters Score -787430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -787433.187500 Penalty: 2895.984375
	Iteration 46Q: 3 clusters Score -787433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -787437.375000 Penalty: 2895.984375
	Iteration 47Q: 3 clusters Score -787437.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -787436.375000 Penalty: 2895.984375
	Iteration 48Q: 3 clusters Score -787436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -787440.000000 Penalty: 2895.984375
	Iteration 49Q: 3 clusters Score -787440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -787441.250000 Penalty: 2895.984375
	Iteration 50Q: 3 clusters Score -787441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -787442.062500 Penalty: 2895.984375
	Iteration 51Q: 3 clusters Score -787442.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -787447.312500 Penalty: 2895.984375
	Iteration 52Q: 3 clusters Score -787447.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -787446.812500 Penalty: 2895.984375
	Iteration 53Q: 3 clusters Score -787446.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -787449.687500 Penalty: 2895.984375
	Iteration 54Q: 3 clusters Score -787449.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -787449.875000 Penalty: 2895.984375
	Iteration 55Q: 3 clusters Score -787449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -787452.625000 Penalty: 2895.984375
	Iteration 56Q: 3 clusters Score -787452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -787455.250000 Penalty: 2895.984375
	Iteration 57Q: 3 clusters Score -787455.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -787458.750000 Penalty: 2895.984375
	Iteration 58Q: 3 clusters Score -787458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -787457.750000 Penalty: 2895.984375
	Iteration 59Q: 3 clusters Score -787457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -787458.812500 Penalty: 2895.984375
	Iteration 60F: 3 clusters Score -787458.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -787463.937500 Penalty: 2895.984375
	Iteration 61Q: 3 clusters Score -787463.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -787465.000000 Penalty: 2895.984375
	Iteration 62Q: 3 clusters Score -787465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -787467.000000 Penalty: 2895.984375
	Iteration 63Q: 3 clusters Score -787467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -787468.625000 Penalty: 2895.984375
	Iteration 64Q: 3 clusters Score -787468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -787472.625000 Penalty: 2895.984375
	Iteration 65Q: 3 clusters Score -787472.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -787473.125000 Penalty: 2895.984375
	Iteration 66Q: 3 clusters Score -787473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -787469.937500 Penalty: 2895.984375
	Iteration 67Q: 3 clusters Score -787469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -787471.500000 Penalty: 2895.984375
	Iteration 68Q: 3 clusters Score -787471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -787474.562500 Penalty: 2895.984375
	Iteration 69Q: 3 clusters Score -787474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -787473.937500 Penalty: 2895.984375
	Iteration 70Q: 3 clusters Score -787473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -787473.750000 Penalty: 2895.984375
	Iteration 71Q: 3 clusters Score -787473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -787473.750000 Penalty: 2895.984375
	Iteration 72Q: 3 clusters Score -787473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -787472.812500 Penalty: 2895.984375
	Iteration 73Q: 3 clusters Score -787472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -787474.750000 Penalty: 2895.984375
	Iteration 74Q: 3 clusters Score -787474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -787474.687500 Penalty: 2895.984375
	Iteration 75Q: 3 clusters Score -787474.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -787474.687500 Penalty: 2895.984375
	Iteration 76F: 3 clusters Score -787474.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -353746.281250 Penalty: 1317.700195
	Iteration 0F: 2 clusters Score -353746.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -350790.406250 Penalty: 2635.400391
	Iteration 0F: 3 clusters Score -350790.4 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -351515.500000 Penalty: 2635.400391
	Iteration 1F: 3 clusters Score -351515.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -351640.562500 Penalty: 2635.400391
	Iteration 2F: 3 clusters Score -351640.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -351717.843750 Penalty: 2635.400391
	Iteration 3Q: 3 clusters Score -351717.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -351774.218750 Penalty: 2635.400391
	Iteration 4Q: 3 clusters Score -351774.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -351811.906250 Penalty: 2635.400391
	Iteration 5Q: 3 clusters Score -351811.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -351861.500000 Penalty: 2635.400391
	Iteration 6Q: 3 clusters Score -351861.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -351916.937500 Penalty: 2635.400391
	Iteration 7Q: 3 clusters Score -351916.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -351967.531250 Penalty: 2635.400391
	Iteration 8Q: 3 clusters Score -351967.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -352016.906250 Penalty: 2635.400391
	Iteration 9Q: 3 clusters Score -352016.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -352062.531250 Penalty: 2635.400391
	Iteration 10Q: 3 clusters Score -352062.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -352106.375000 Penalty: 2635.400391
	Iteration 11Q: 3 clusters Score -352106.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -352148.125000 Penalty: 2635.400391
	Iteration 12Q: 3 clusters Score -352148.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -352188.000000 Penalty: 2635.400391
	Iteration 13Q: 3 clusters Score -352188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -352227.187500 Penalty: 2635.400391
	Iteration 14Q: 3 clusters Score -352227.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -352265.937500 Penalty: 2635.400391
	Iteration 15Q: 3 clusters Score -352265.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -352311.500000 Penalty: 2635.400391
	Iteration 16Q: 3 clusters Score -352311.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -352352.625000 Penalty: 2635.400391
	Iteration 17Q: 3 clusters Score -352352.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -352394.062500 Penalty: 2635.400391
	Iteration 18Q: 3 clusters Score -352394.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -352436.906250 Penalty: 2635.400391
	Iteration 19Q: 3 clusters Score -352436.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -352471.312500 Penalty: 2635.400391
	Iteration 20F: 3 clusters Score -352471.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -352505.312500 Penalty: 2635.400391
	Iteration 21Q: 3 clusters Score -352505.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -352530.031250 Penalty: 2635.400391
	Iteration 22Q: 3 clusters Score -352530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -352546.406250 Penalty: 2635.400391
	Iteration 23Q: 3 clusters Score -352546.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -352565.031250 Penalty: 2635.400391
	Iteration 24Q: 3 clusters Score -352565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -352574.031250 Penalty: 2635.400391
	Iteration 25Q: 3 clusters Score -352574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -352583.187500 Penalty: 2635.400391
	Iteration 26Q: 3 clusters Score -352583.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -352590.312500 Penalty: 2635.400391
	Iteration 27Q: 3 clusters Score -352590.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -352595.156250 Penalty: 2635.400391
	Iteration 28Q: 3 clusters Score -352595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -352597.343750 Penalty: 2635.400391
	Iteration 29Q: 3 clusters Score -352597.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -352600.718750 Penalty: 2635.400391
	Iteration 30Q: 3 clusters Score -352600.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -352603.843750 Penalty: 2635.400391
	Iteration 31Q: 3 clusters Score -352603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -352606.750000 Penalty: 2635.400391
	Iteration 32Q: 3 clusters Score -352606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -352609.750000 Penalty: 2635.400391
	Iteration 33Q: 3 clusters Score -352609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -352612.000000 Penalty: 2635.400391
	Iteration 34Q: 3 clusters Score -352612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -352615.281250 Penalty: 2635.400391
	Iteration 35Q: 3 clusters Score -352615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -352616.531250 Penalty: 2635.400391
	Iteration 36Q: 3 clusters Score -352616.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -352617.031250 Penalty: 2635.400391
	Iteration 37Q: 3 clusters Score -352617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -352618.375000 Penalty: 2635.400391
	Iteration 38Q: 3 clusters Score -352618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -352618.375000 Penalty: 2635.400391
	Iteration 39F: 3 clusters Score -352618.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42094.738281 Penalty: 975.631653
	Iteration 0F: 2 clusters Score -42094.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41122.828125 Penalty: 1951.263306
	Iteration 0F: 3 clusters Score -41122.83 nChanged 85
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: -41483.445312 Penalty: 1951.263306
	Iteration 1F: 3 clusters Score -41483.45 nChanged 37
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: -41752.429688 Penalty: 1951.263306
	Iteration 2F: 3 clusters Score -41752.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41896.046875 Penalty: 1951.263306
	Iteration 3F: 3 clusters Score -41896.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41996.972656 Penalty: 1951.263306
	Iteration 4Q: 3 clusters Score -41996.97 nChanged 8
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: -42033.585938 Penalty: 1951.263306
	Iteration 5Q: 3 clusters Score -42033.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42084.753906 Penalty: 1951.263306
	Iteration 6Q: 3 clusters Score -42084.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42175.699219 Penalty: 1951.263306
	Iteration 7Q: 3 clusters Score -42175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42213.789062 Penalty: 1951.263306
	Iteration 8Q: 3 clusters Score -42213.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42238.183594 Penalty: 1951.263306
	Iteration 9Q: 3 clusters Score -42238.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42246.515625 Penalty: 1951.263306
	Iteration 10Q: 3 clusters Score -42246.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42259.648438 Penalty: 1951.263306
	Iteration 11Q: 3 clusters Score -42259.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42264.027344 Penalty: 1951.263306
	Iteration 12Q: 3 clusters Score -42264.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42264.027344 Penalty: 1951.263306
	Iteration 13F: 3 clusters Score -42264.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12239 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25825 members 
Mstep: Class 7 contains 7411 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 120 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73784 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 171162 members 
Mstep: Class 19 contains 13925 members 
Entering Unmasked Estep 
Score: -41701548.000000 Penalty: 39716.023438
Splitting cluster 9 changes total score from -41702472.000000 to -41701548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -494109.375000 Penalty: 1365.653931
	Iteration 0F: 2 clusters Score -494109.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -490428.125000 Penalty: 2731.307861
	Iteration 0F: 3 clusters Score -490428.1 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -491362.281250 Penalty: 2731.307861
	Iteration 1F: 3 clusters Score -491362.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -491579.687500 Penalty: 2731.307861
	Iteration 2F: 3 clusters Score -491579.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -491748.375000 Penalty: 2731.307861
	Iteration 3F: 3 clusters Score -491748.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -491876.500000 Penalty: 2731.307861
	Iteration 4F: 3 clusters Score -491876.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -491984.375000 Penalty: 2731.307861
	Iteration 5Q: 3 clusters Score -491984.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -492066.531250 Penalty: 2731.307861
	Iteration 6Q: 3 clusters Score -492066.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -492148.687500 Penalty: 2731.307861
	Iteration 7Q: 3 clusters Score -492148.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -492230.000000 Penalty: 2731.307861
	Iteration 8Q: 3 clusters Score -492230 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -492310.000000 Penalty: 2731.307861
	Iteration 9Q: 3 clusters Score -492310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -492377.281250 Penalty: 2731.307861
	Iteration 10Q: 3 clusters Score -492377.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -492445.031250 Penalty: 2731.307861
	Iteration 11Q: 3 clusters Score -492445 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -492523.812500 Penalty: 2731.307861
	Iteration 12Q: 3 clusters Score -492523.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -492614.843750 Penalty: 2731.307861
	Iteration 13Q: 3 clusters Score -492614.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -492679.375000 Penalty: 2731.307861
	Iteration 14Q: 3 clusters Score -492679.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -492723.750000 Penalty: 2731.307861
	Iteration 15Q: 3 clusters Score -492723.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -492758.937500 Penalty: 2731.307861
	Iteration 16Q: 3 clusters Score -492758.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -492790.250000 Penalty: 2731.307861
	Iteration 17Q: 3 clusters Score -492790.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -492828.437500 Penalty: 2731.307861
	Iteration 18Q: 3 clusters Score -492828.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -492872.562500 Penalty: 2731.307861
	Iteration 19Q: 3 clusters Score -492872.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -492911.031250 Penalty: 2731.307861
	Iteration 20F: 3 clusters Score -492911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -492948.437500 Penalty: 2731.307861
	Iteration 21Q: 3 clusters Score -492948.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -492978.468750 Penalty: 2731.307861
	Iteration 22Q: 3 clusters Score -492978.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -493000.218750 Penalty: 2731.307861
	Iteration 23Q: 3 clusters Score -493000.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -493014.125000 Penalty: 2731.307861
	Iteration 24Q: 3 clusters Score -493014.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -493022.968750 Penalty: 2731.307861
	Iteration 25Q: 3 clusters Score -493023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -493029.343750 Penalty: 2731.307861
	Iteration 26Q: 3 clusters Score -493029.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -493034.843750 Penalty: 2731.307861
	Iteration 27Q: 3 clusters Score -493034.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -493044.437500 Penalty: 2731.307861
	Iteration 28Q: 3 clusters Score -493044.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -493052.468750 Penalty: 2731.307861
	Iteration 29Q: 3 clusters Score -493052.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -493058.718750 Penalty: 2731.307861
	Iteration 30Q: 3 clusters Score -493058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -493060.843750 Penalty: 2731.307861
	Iteration 31Q: 3 clusters Score -493060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -493063.875000 Penalty: 2731.307861
	Iteration 32Q: 3 clusters Score -493063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -493066.218750 Penalty: 2731.307861
	Iteration 33Q: 3 clusters Score -493066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -493066.093750 Penalty: 2731.307861
	Iteration 34Q: 3 clusters Score -493066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -493066.093750 Penalty: 2731.307861
	Iteration 35F: 3 clusters Score -493066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Entering Unmasked Estep 
Score: -1336001.375000 Penalty: 1524.647095
	Iteration 0F: 2 clusters Score -1336001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1327651.500000 Penalty: 3049.294189
	Iteration 0F: 3 clusters Score -1327652 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1330458.750000 Penalty: 3049.294189
	Iteration 1F: 3 clusters Score -1330459 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1330779.625000 Penalty: 3049.294189
	Iteration 2F: 3 clusters Score -1330780 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1331061.250000 Penalty: 3049.294189
	Iteration 3F: 3 clusters Score -1331061 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1331305.875000 Penalty: 3049.294189
	Iteration 4Q: 3 clusters Score -1331306 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1331546.125000 Penalty: 3049.294189
	Iteration 5Q: 3 clusters Score -1331546 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1331792.375000 Penalty: 3049.294189
	Iteration 6Q: 3 clusters Score -1331792 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1332080.875000 Penalty: 3049.294189
	Iteration 7Q: 3 clusters Score -1332081 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1332483.125000 Penalty: 3049.294189
	Iteration 8Q: 3 clusters Score -1332483 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1332881.750000 Penalty: 3049.294189
	Iteration 9Q: 3 clusters Score -1332882 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1333185.500000 Penalty: 3049.294189
	Iteration 10Q: 3 clusters Score -1333186 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1333444.000000 Penalty: 3049.294189
	Iteration 11Q: 3 clusters Score -1333444 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1333645.875000 Penalty: 3049.294189
	Iteration 12Q: 3 clusters Score -1333646 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1333785.125000 Penalty: 3049.294189
	Iteration 13Q: 3 clusters Score -1333785 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1333918.875000 Penalty: 3049.294189
	Iteration 14Q: 3 clusters Score -1333919 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1334010.875000 Penalty: 3049.294189
	Iteration 15Q: 3 clusters Score -1334011 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1334093.000000 Penalty: 3049.294189
	Iteration 16Q: 3 clusters Score -1334093 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1334170.625000 Penalty: 3049.294189
	Iteration 17Q: 3 clusters Score -1334171 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1334241.250000 Penalty: 3049.294189
	Iteration 18Q: 3 clusters Score -1334241 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1334308.375000 Penalty: 3049.294189
	Iteration 19Q: 3 clusters Score -1334308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1334352.750000 Penalty: 3049.294189
	Iteration 20F: 3 clusters Score -1334353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1334384.750000 Penalty: 3049.294189
	Iteration 21Q: 3 clusters Score -1334385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1334406.125000 Penalty: 3049.294189
	Iteration 22Q: 3 clusters Score -1334406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1334430.250000 Penalty: 3049.294189
	Iteration 23Q: 3 clusters Score -1334430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1334444.250000 Penalty: 3049.294189
	Iteration 24Q: 3 clusters Score -1334444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1334460.625000 Penalty: 3049.294189
	Iteration 25Q: 3 clusters Score -1334461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1334478.500000 Penalty: 3049.294189
	Iteration 26Q: 3 clusters Score -1334478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1334501.750000 Penalty: 3049.294189
	Iteration 27Q: 3 clusters Score -1334502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1334519.250000 Penalty: 3049.294189
	Iteration 28Q: 3 clusters Score -1334519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1334537.250000 Penalty: 3049.294189
	Iteration 29Q: 3 clusters Score -1334537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1334550.375000 Penalty: 3049.294189
	Iteration 30Q: 3 clusters Score -1334550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1334562.875000 Penalty: 3049.294189
	Iteration 31Q: 3 clusters Score -1334563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1334576.500000 Penalty: 3049.294189
	Iteration 32Q: 3 clusters Score -1334576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1334585.875000 Penalty: 3049.294189
	Iteration 33Q: 3 clusters Score -1334586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1334594.875000 Penalty: 3049.294189
	Iteration 34Q: 3 clusters Score -1334595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1334602.375000 Penalty: 3049.294189
	Iteration 35Q: 3 clusters Score -1334602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1334608.875000 Penalty: 3049.294189
	Iteration 36Q: 3 clusters Score -1334609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1334611.625000 Penalty: 3049.294189
	Iteration 37Q: 3 clusters Score -1334612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1334618.500000 Penalty: 3049.294189
	Iteration 38Q: 3 clusters Score -1334618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1334625.125000 Penalty: 3049.294189
	Iteration 39Q: 3 clusters Score -1334625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1334629.750000 Penalty: 3049.294189
	Iteration 40F: 3 clusters Score -1334630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1334634.750000 Penalty: 3049.294189
	Iteration 41Q: 3 clusters Score -1334635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1334636.000000 Penalty: 3049.294189
	Iteration 42Q: 3 clusters Score -1334636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1334637.375000 Penalty: 3049.294189
	Iteration 43Q: 3 clusters Score -1334637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1334637.625000 Penalty: 3049.294189
	Iteration 44Q: 3 clusters Score -1334638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1334641.125000 Penalty: 3049.294189
	Iteration 45Q: 3 clusters Score -1334641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1334641.625000 Penalty: 3049.294189
	Iteration 46Q: 3 clusters Score -1334642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1334643.250000 Penalty: 3049.294189
	Iteration 47Q: 3 clusters Score -1334643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1334645.250000 Penalty: 3049.294189
	Iteration 48Q: 3 clusters Score -1334645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1334643.875000 Penalty: 3049.294189
	Iteration 49Q: 3 clusters Score -1334644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1334644.250000 Penalty: 3049.294189
	Iteration 50Q: 3 clusters Score -1334644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1334648.875000 Penalty: 3049.294189
	Iteration 51Q: 3 clusters Score -1334649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1334650.875000 Penalty: 3049.294189
	Iteration 52Q: 3 clusters Score -1334651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1334652.125000 Penalty: 3049.294189
	Iteration 53Q: 3 clusters Score -1334652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1334653.250000 Penalty: 3049.294189
	Iteration 54Q: 3 clusters Score -1334653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1334655.125000 Penalty: 3049.294189
	Iteration 55Q: 3 clusters Score -1334655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1334659.875000 Penalty: 3049.294189
	Iteration 56Q: 3 clusters Score -1334660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1334665.750000 Penalty: 3049.294189
	Iteration 57Q: 3 clusters Score -1334666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1334667.625000 Penalty: 3049.294189
	Iteration 58Q: 3 clusters Score -1334668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1334670.875000 Penalty: 3049.294189
	Iteration 59Q: 3 clusters Score -1334671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1334675.000000 Penalty: 3049.294189
	Iteration 60F: 3 clusters Score -1334675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1334676.875000 Penalty: 3049.294189
	Iteration 61Q: 3 clusters Score -1334677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1334681.875000 Penalty: 3049.294189
	Iteration 62Q: 3 clusters Score -1334682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1334680.875000 Penalty: 3049.294189
	Iteration 63Q: 3 clusters Score -1334681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1334681.125000 Penalty: 3049.294189
	Iteration 64Q: 3 clusters Score -1334681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1334681.125000 Penalty: 3049.294189
	Iteration 65F: 3 clusters Score -1334681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -33230.953125 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -33230.95 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 181 members 
Entering Unmasked Estep 
Score: -32298.275391 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -32298.28 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32417.630859 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -32417.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32453.013672 Penalty: 1922.765625
	Iteration 2Q: 3 clusters Score -32453.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32481.748047 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -32481.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32496.384766 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -32496.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32499.705078 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -32499.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32503.732422 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -32503.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32511.261719 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -32511.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32513.806641 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -32513.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32513.806641 Penalty: 1922.765625
	Iteration 9F: 3 clusters Score -32513.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Entering Unmasked Estep 
Score: -947173.250000 Penalty: 1471.072021
	Iteration 0F: 2 clusters Score -947173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -940994.562500 Penalty: 2942.144043
	Iteration 0F: 3 clusters Score -940994.6 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -942905.937500 Penalty: 2942.144043
	Iteration 1F: 3 clusters Score -942905.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -943179.500000 Penalty: 2942.144043
	Iteration 2F: 3 clusters Score -943179.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -943363.250000 Penalty: 2942.144043
	Iteration 3F: 3 clusters Score -943363.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -943496.125000 Penalty: 2942.144043
	Iteration 4Q: 3 clusters Score -943496.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -943599.125000 Penalty: 2942.144043
	Iteration 5Q: 3 clusters Score -943599.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -943684.687500 Penalty: 2942.144043
	Iteration 6Q: 3 clusters Score -943684.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -943761.062500 Penalty: 2942.144043
	Iteration 7Q: 3 clusters Score -943761.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -943829.250000 Penalty: 2942.144043
	Iteration 8Q: 3 clusters Score -943829.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -943900.375000 Penalty: 2942.144043
	Iteration 9Q: 3 clusters Score -943900.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -943970.312500 Penalty: 2942.144043
	Iteration 10Q: 3 clusters Score -943970.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -944036.562500 Penalty: 2942.144043
	Iteration 11Q: 3 clusters Score -944036.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -944110.125000 Penalty: 2942.144043
	Iteration 12Q: 3 clusters Score -944110.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -944181.562500 Penalty: 2942.144043
	Iteration 13Q: 3 clusters Score -944181.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -944251.250000 Penalty: 2942.144043
	Iteration 14Q: 3 clusters Score -944251.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -944329.062500 Penalty: 2942.144043
	Iteration 15Q: 3 clusters Score -944329.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -944411.687500 Penalty: 2942.144043
	Iteration 16Q: 3 clusters Score -944411.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -944505.937500 Penalty: 2942.144043
	Iteration 17Q: 3 clusters Score -944505.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -944627.750000 Penalty: 2942.144043
	Iteration 18Q: 3 clusters Score -944627.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -944785.000000 Penalty: 2942.144043
	Iteration 19Q: 3 clusters Score -944785 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -944964.562500 Penalty: 2942.144043
	Iteration 20F: 3 clusters Score -944964.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -945155.125000 Penalty: 2942.144043
	Iteration 21Q: 3 clusters Score -945155.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -945374.375000 Penalty: 2942.144043
	Iteration 22Q: 3 clusters Score -945374.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -945630.500000 Penalty: 2942.144043
	Iteration 23Q: 3 clusters Score -945630.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -945838.250000 Penalty: 2942.144043
	Iteration 24Q: 3 clusters Score -945838.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -945981.062500 Penalty: 2942.144043
	Iteration 25Q: 3 clusters Score -945981.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -946070.750000 Penalty: 2942.144043
	Iteration 26Q: 3 clusters Score -946070.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -946124.375000 Penalty: 2942.144043
	Iteration 27Q: 3 clusters Score -946124.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -946161.750000 Penalty: 2942.144043
	Iteration 28Q: 3 clusters Score -946161.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -946179.687500 Penalty: 2942.144043
	Iteration 29Q: 3 clusters Score -946179.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -946188.562500 Penalty: 2942.144043
	Iteration 30Q: 3 clusters Score -946188.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -946195.750000 Penalty: 2942.144043
	Iteration 31Q: 3 clusters Score -946195.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -946200.750000 Penalty: 2942.144043
	Iteration 32Q: 3 clusters Score -946200.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -946203.375000 Penalty: 2942.144043
	Iteration 33Q: 3 clusters Score -946203.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -946205.375000 Penalty: 2942.144043
	Iteration 34Q: 3 clusters Score -946205.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -946206.937500 Penalty: 2942.144043
	Iteration 35Q: 3 clusters Score -946206.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -946209.812500 Penalty: 2942.144043
	Iteration 36Q: 3 clusters Score -946209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -946207.875000 Penalty: 2942.144043
	Iteration 37Q: 3 clusters Score -946207.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -946211.625000 Penalty: 2942.144043
	Iteration 38Q: 3 clusters Score -946211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -946214.562500 Penalty: 2942.144043
	Iteration 39Q: 3 clusters Score -946214.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -946219.062500 Penalty: 2942.144043
	Iteration 40F: 3 clusters Score -946219.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -946224.500000 Penalty: 2942.144043
	Iteration 41Q: 3 clusters Score -946224.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -946228.437500 Penalty: 2942.144043
	Iteration 42Q: 3 clusters Score -946228.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -946235.125000 Penalty: 2942.144043
	Iteration 43Q: 3 clusters Score -946235.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -946239.812500 Penalty: 2942.144043
	Iteration 44Q: 3 clusters Score -946239.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -946248.250000 Penalty: 2942.144043
	Iteration 45Q: 3 clusters Score -946248.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -946252.125000 Penalty: 2942.144043
	Iteration 46Q: 3 clusters Score -946252.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -946259.250000 Penalty: 2942.144043
	Iteration 47Q: 3 clusters Score -946259.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -946265.937500 Penalty: 2942.144043
	Iteration 48Q: 3 clusters Score -946265.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -946273.687500 Penalty: 2942.144043
	Iteration 49Q: 3 clusters Score -946273.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -946283.187500 Penalty: 2942.144043
	Iteration 50Q: 3 clusters Score -946283.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -946299.437500 Penalty: 2942.144043
	Iteration 51Q: 3 clusters Score -946299.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -946319.000000 Penalty: 2942.144043
	Iteration 52Q: 3 clusters Score -946319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -946329.875000 Penalty: 2942.144043
	Iteration 53Q: 3 clusters Score -946329.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -946348.500000 Penalty: 2942.144043
	Iteration 54Q: 3 clusters Score -946348.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -946370.937500 Penalty: 2942.144043
	Iteration 55Q: 3 clusters Score -946370.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -946396.062500 Penalty: 2942.144043
	Iteration 56Q: 3 clusters Score -946396.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -946420.750000 Penalty: 2942.144043
	Iteration 57Q: 3 clusters Score -946420.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -946454.250000 Penalty: 2942.144043
	Iteration 58Q: 3 clusters Score -946454.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -946480.375000 Penalty: 2942.144043
	Iteration 59Q: 3 clusters Score -946480.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -946523.875000 Penalty: 2942.144043
	Iteration 60F: 3 clusters Score -946523.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -946565.437500 Penalty: 2942.144043
	Iteration 61Q: 3 clusters Score -946565.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -946619.125000 Penalty: 2942.144043
	Iteration 62Q: 3 clusters Score -946619.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -946665.437500 Penalty: 2942.144043
	Iteration 63Q: 3 clusters Score -946665.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -946727.812500 Penalty: 2942.144043
	Iteration 64Q: 3 clusters Score -946727.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -946786.812500 Penalty: 2942.144043
	Iteration 65Q: 3 clusters Score -946786.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -946842.687500 Penalty: 2942.144043
	Iteration 66Q: 3 clusters Score -946842.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -946879.187500 Penalty: 2942.144043
	Iteration 67Q: 3 clusters Score -946879.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -946902.250000 Penalty: 2942.144043
	Iteration 68Q: 3 clusters Score -946902.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -946919.000000 Penalty: 2942.144043
	Iteration 69Q: 3 clusters Score -946919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -946938.312500 Penalty: 2942.144043
	Iteration 70Q: 3 clusters Score -946938.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -946953.937500 Penalty: 2942.144043
	Iteration 71Q: 3 clusters Score -946953.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -946959.062500 Penalty: 2942.144043
	Iteration 72Q: 3 clusters Score -946959.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -946965.437500 Penalty: 2942.144043
	Iteration 73Q: 3 clusters Score -946965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -946970.312500 Penalty: 2942.144043
	Iteration 74Q: 3 clusters Score -946970.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -946972.437500 Penalty: 2942.144043
	Iteration 75Q: 3 clusters Score -946972.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -946972.750000 Penalty: 2942.144043
	Iteration 76Q: 3 clusters Score -946972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -946972.687500 Penalty: 2942.144043
	Iteration 77Q: 3 clusters Score -946972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -946973.875000 Penalty: 2942.144043
	Iteration 78Q: 3 clusters Score -946973.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -946974.187500 Penalty: 2942.144043
	Iteration 79Q: 3 clusters Score -946974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -946974.125000 Penalty: 2942.144043
	Iteration 80F: 3 clusters Score -946974.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Entering Unmasked Estep 
Score: -1716664.250000 Penalty: 1566.146973
	Iteration 0F: 2 clusters Score -1716664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1706081.625000 Penalty: 3132.293945
	Iteration 0F: 3 clusters Score -1706082 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1709931.000000 Penalty: 3132.293945
	Iteration 1F: 3 clusters Score -1709931 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1710311.500000 Penalty: 3132.293945
	Iteration 2F: 3 clusters Score -1710312 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1710765.500000 Penalty: 3132.293945
	Iteration 3F: 3 clusters Score -1710766 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1711361.625000 Penalty: 3132.293945
	Iteration 4F: 3 clusters Score -1711362 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1712206.625000 Penalty: 3132.293945
	Iteration 5F: 3 clusters Score -1712207 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1713277.875000 Penalty: 3132.293945
	Iteration 6F: 3 clusters Score -1713278 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1714239.625000 Penalty: 3132.293945
	Iteration 7F: 3 clusters Score -1714240 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1714867.875000 Penalty: 3132.293945
	Iteration 8F: 3 clusters Score -1714868 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1715241.625000 Penalty: 3132.293945
	Iteration 9Q: 3 clusters Score -1715242 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1715463.625000 Penalty: 3132.293945
	Iteration 10Q: 3 clusters Score -1715464 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1715599.000000 Penalty: 3132.293945
	Iteration 11Q: 3 clusters Score -1715599 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1715703.250000 Penalty: 3132.293945
	Iteration 12Q: 3 clusters Score -1715703 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1715789.000000 Penalty: 3132.293945
	Iteration 13Q: 3 clusters Score -1715789 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1715882.500000 Penalty: 3132.293945
	Iteration 14Q: 3 clusters Score -1715882 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1715969.375000 Penalty: 3132.293945
	Iteration 15Q: 3 clusters Score -1715969 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1716070.625000 Penalty: 3132.293945
	Iteration 16Q: 3 clusters Score -1716071 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1716152.625000 Penalty: 3132.293945
	Iteration 17Q: 3 clusters Score -1716153 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1716229.875000 Penalty: 3132.293945
	Iteration 18Q: 3 clusters Score -1716230 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1716318.375000 Penalty: 3132.293945
	Iteration 19Q: 3 clusters Score -1716318 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1716387.250000 Penalty: 3132.293945
	Iteration 20F: 3 clusters Score -1716387 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1716441.375000 Penalty: 3132.293945
	Iteration 21Q: 3 clusters Score -1716441 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1716492.625000 Penalty: 3132.293945
	Iteration 22Q: 3 clusters Score -1716493 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1716538.250000 Penalty: 3132.293945
	Iteration 23Q: 3 clusters Score -1716538 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1716577.125000 Penalty: 3132.293945
	Iteration 24Q: 3 clusters Score -1716577 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1716607.500000 Penalty: 3132.293945
	Iteration 25Q: 3 clusters Score -1716608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1716621.125000 Penalty: 3132.293945
	Iteration 26Q: 3 clusters Score -1716621 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1716635.000000 Penalty: 3132.293945
	Iteration 27Q: 3 clusters Score -1716635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1716647.625000 Penalty: 3132.293945
	Iteration 28Q: 3 clusters Score -1716648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1716654.250000 Penalty: 3132.293945
	Iteration 29Q: 3 clusters Score -1716654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1716662.500000 Penalty: 3132.293945
	Iteration 30Q: 3 clusters Score -1716662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1716668.500000 Penalty: 3132.293945
	Iteration 31Q: 3 clusters Score -1716668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1716677.125000 Penalty: 3132.293945
	Iteration 32Q: 3 clusters Score -1716677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1716676.250000 Penalty: 3132.293945
	Iteration 33Q: 3 clusters Score -1716676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1716679.250000 Penalty: 3132.293945
	Iteration 34Q: 3 clusters Score -1716679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1716679.500000 Penalty: 3132.293945
	Iteration 35Q: 3 clusters Score -1716680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1716679.875000 Penalty: 3132.293945
	Iteration 36Q: 3 clusters Score -1716680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1716679.125000 Penalty: 3132.293945
	Iteration 37Q: 3 clusters Score -1716679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1716682.625000 Penalty: 3132.293945
	Iteration 38Q: 3 clusters Score -1716683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1716686.750000 Penalty: 3132.293945
	Iteration 39Q: 3 clusters Score -1716687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1716687.500000 Penalty: 3132.293945
	Iteration 40F: 3 clusters Score -1716688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1716689.000000 Penalty: 3132.293945
	Iteration 41Q: 3 clusters Score -1716689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1716690.000000 Penalty: 3132.293945
	Iteration 42Q: 3 clusters Score -1716690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1716688.250000 Penalty: 3132.293945
	Iteration 43Q: 3 clusters Score -1716688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1716692.000000 Penalty: 3132.293945
	Iteration 44Q: 3 clusters Score -1716692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1716692.375000 Penalty: 3132.293945
	Iteration 45Q: 3 clusters Score -1716692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1716691.250000 Penalty: 3132.293945
	Iteration 46Q: 3 clusters Score -1716691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1716691.875000 Penalty: 3132.293945
	Iteration 47Q: 3 clusters Score -1716692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1716691.875000 Penalty: 3132.293945
	Iteration 48F: 3 clusters Score -1716692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12239 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25825 members 
Mstep: Class 7 contains 7411 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 3151 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73784 members 
Mstep: Class 17 contains 12183 members 
Mstep: Class 18 contains 171162 members 
Mstep: Class 19 contains 13925 members 
Entering Unmasked Estep 
Score: -41701964.000000 Penalty: 39716.023438
Splitting cluster 14 changes total score from -41702472.000000 to -41701964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Entering Unmasked Estep 
Score: -897658.875000 Penalty: 1466.558228
	Iteration 0F: 2 clusters Score -897658.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -891643.937500 Penalty: 2933.116455
	Iteration 0F: 3 clusters Score -891643.9 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -893720.687500 Penalty: 2933.116455
	Iteration 1F: 3 clusters Score -893720.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -894068.937500 Penalty: 2933.116455
	Iteration 2F: 3 clusters Score -894068.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -894348.312500 Penalty: 2933.116455
	Iteration 3F: 3 clusters Score -894348.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -894638.375000 Penalty: 2933.116455
	Iteration 4F: 3 clusters Score -894638.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -894920.562500 Penalty: 2933.116455
	Iteration 5F: 3 clusters Score -894920.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -895220.187500 Penalty: 2933.116455
	Iteration 6Q: 3 clusters Score -895220.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -895515.125000 Penalty: 2933.116455
	Iteration 7Q: 3 clusters Score -895515.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -895793.437500 Penalty: 2933.116455
	Iteration 8Q: 3 clusters Score -895793.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -896024.437500 Penalty: 2933.116455
	Iteration 9Q: 3 clusters Score -896024.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -896201.312500 Penalty: 2933.116455
	Iteration 10Q: 3 clusters Score -896201.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -896366.937500 Penalty: 2933.116455
	Iteration 11Q: 3 clusters Score -896366.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -896514.187500 Penalty: 2933.116455
	Iteration 12Q: 3 clusters Score -896514.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -896659.062500 Penalty: 2933.116455
	Iteration 13Q: 3 clusters Score -896659.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -896755.875000 Penalty: 2933.116455
	Iteration 14Q: 3 clusters Score -896755.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -896830.562500 Penalty: 2933.116455
	Iteration 15Q: 3 clusters Score -896830.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -896897.750000 Penalty: 2933.116455
	Iteration 16Q: 3 clusters Score -896897.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -896962.812500 Penalty: 2933.116455
	Iteration 17Q: 3 clusters Score -896962.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -897010.437500 Penalty: 2933.116455
	Iteration 18Q: 3 clusters Score -897010.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -897045.125000 Penalty: 2933.116455
	Iteration 19Q: 3 clusters Score -897045.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -897081.187500 Penalty: 2933.116455
	Iteration 20F: 3 clusters Score -897081.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -897112.250000 Penalty: 2933.116455
	Iteration 21Q: 3 clusters Score -897112.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -897137.750000 Penalty: 2933.116455
	Iteration 22Q: 3 clusters Score -897137.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -897157.062500 Penalty: 2933.116455
	Iteration 23Q: 3 clusters Score -897157.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -897164.750000 Penalty: 2933.116455
	Iteration 24Q: 3 clusters Score -897164.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -897177.187500 Penalty: 2933.116455
	Iteration 25Q: 3 clusters Score -897177.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -897184.625000 Penalty: 2933.116455
	Iteration 26Q: 3 clusters Score -897184.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -897189.625000 Penalty: 2933.116455
	Iteration 27Q: 3 clusters Score -897189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -897195.125000 Penalty: 2933.116455
	Iteration 28Q: 3 clusters Score -897195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -897198.062500 Penalty: 2933.116455
	Iteration 29Q: 3 clusters Score -897198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -897198.312500 Penalty: 2933.116455
	Iteration 30Q: 3 clusters Score -897198.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -897198.937500 Penalty: 2933.116455
	Iteration 31Q: 3 clusters Score -897198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -897199.500000 Penalty: 2933.116455
	Iteration 32Q: 3 clusters Score -897199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -897199.625000 Penalty: 2933.116455
	Iteration 33Q: 3 clusters Score -897199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -897201.937500 Penalty: 2933.116455
	Iteration 34Q: 3 clusters Score -897201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -897201.937500 Penalty: 2933.116455
	Iteration 35F: 3 clusters Score -897201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Entering Unmasked Estep 
Score: -8226356.000000 Penalty: 1821.445801
	Iteration 0F: 2 clusters Score -8226356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -8177047.000000 Penalty: 3642.891602
	Iteration 0F: 3 clusters Score -8177047 nChanged 35039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -8197544.500000 Penalty: 3642.891602
	Iteration 1F: 3 clusters Score -8197544 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -8198416.500000 Penalty: 3642.891602
	Iteration 2Q: 3 clusters Score -8198416 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -8199554.500000 Penalty: 3642.891602
	Iteration 3Q: 3 clusters Score -8199554 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -8201469.000000 Penalty: 3642.891602
	Iteration 4Q: 3 clusters Score -8201469 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -8204549.500000 Penalty: 3642.891602
	Iteration 5F: 3 clusters Score -8204550 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -8209000.500000 Penalty: 3642.891602
	Iteration 6F: 3 clusters Score -8209000 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -8214434.000000 Penalty: 3642.891602
	Iteration 7F: 3 clusters Score -8214434 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -8219372.500000 Penalty: 3642.891602
	Iteration 8F: 3 clusters Score -8219372 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8222544.500000 Penalty: 3642.891602
	Iteration 9Q: 3 clusters Score -8222544 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8223877.500000 Penalty: 3642.891602
	Iteration 10Q: 3 clusters Score -8223878 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8224452.500000 Penalty: 3642.891602
	Iteration 11Q: 3 clusters Score -8224452 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8224686.500000 Penalty: 3642.891602
	Iteration 12Q: 3 clusters Score -8224686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8224809.000000 Penalty: 3642.891602
	Iteration 13Q: 3 clusters Score -8224809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8224907.500000 Penalty: 3642.891602
	Iteration 14Q: 3 clusters Score -8224908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8224980.000000 Penalty: 3642.891602
	Iteration 15Q: 3 clusters Score -8224980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8225034.500000 Penalty: 3642.891602
	Iteration 16Q: 3 clusters Score -8225034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8225084.000000 Penalty: 3642.891602
	Iteration 17Q: 3 clusters Score -8225084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8225127.500000 Penalty: 3642.891602
	Iteration 18Q: 3 clusters Score -8225128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8225145.500000 Penalty: 3642.891602
	Iteration 19Q: 3 clusters Score -8225146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8225162.500000 Penalty: 3642.891602
	Iteration 20F: 3 clusters Score -8225162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8225185.500000 Penalty: 3642.891602
	Iteration 21Q: 3 clusters Score -8225186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8225189.500000 Penalty: 3642.891602
	Iteration 22Q: 3 clusters Score -8225190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8225195.000000 Penalty: 3642.891602
	Iteration 23Q: 3 clusters Score -8225195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8225205.500000 Penalty: 3642.891602
	Iteration 24Q: 3 clusters Score -8225206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8225206.000000 Penalty: 3642.891602
	Iteration 25Q: 3 clusters Score -8225206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8225211.500000 Penalty: 3642.891602
	Iteration 26Q: 3 clusters Score -8225212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8225213.000000 Penalty: 3642.891602
	Iteration 27Q: 3 clusters Score -8225213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8225212.500000 Penalty: 3642.891602
	Iteration 28Q: 3 clusters Score -8225212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8225221.000000 Penalty: 3642.891602
	Iteration 29Q: 3 clusters Score -8225221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8225217.500000 Penalty: 3642.891602
	Iteration 30Q: 3 clusters Score -8225218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8225223.000000 Penalty: 3642.891602
	Iteration 31Q: 3 clusters Score -8225223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8225224.500000 Penalty: 3642.891602
	Iteration 32Q: 3 clusters Score -8225224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8225227.000000 Penalty: 3642.891602
	Iteration 33Q: 3 clusters Score -8225227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8225230.500000 Penalty: 3642.891602
	Iteration 34Q: 3 clusters Score -8225230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8225227.500000 Penalty: 3642.891602
	Iteration 35Q: 3 clusters Score -8225228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8225229.500000 Penalty: 3642.891602
	Iteration 36Q: 3 clusters Score -8225230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8225224.000000 Penalty: 3642.891602
	Iteration 37Q: 3 clusters Score -8225224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8225230.500000 Penalty: 3642.891602
	Iteration 38Q: 3 clusters Score -8225230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8225225.500000 Penalty: 3642.891602
	Iteration 39Q: 3 clusters Score -8225226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8225226.000000 Penalty: 3642.891602
	Iteration 40F: 3 clusters Score -8225226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8225227.000000 Penalty: 3642.891602
	Iteration 41Q: 3 clusters Score -8225227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8225226.500000 Penalty: 3642.891602
	Iteration 42Q: 3 clusters Score -8225226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8225228.000000 Penalty: 3642.891602
	Iteration 43Q: 3 clusters Score -8225228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8225230.000000 Penalty: 3642.891602
	Iteration 44Q: 3 clusters Score -8225230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8225230.000000 Penalty: 3642.891602
	Iteration 45F: 3 clusters Score -8225230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (171162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Entering Unmasked Estep 
Score: -18772168.000000 Penalty: 1958.184326
	Iteration 0F: 2 clusters Score -1.877217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -18671514.000000 Penalty: 3916.368652
	Iteration 0F: 3 clusters Score -1.867151e+07 nChanged 82934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -18720602.000000 Penalty: 3916.368652
	Iteration 1F: 3 clusters Score -1.87206e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -18722238.000000 Penalty: 3916.368652
	Iteration 2Q: 3 clusters Score -1.872224e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101372 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -18724748.000000 Penalty: 3916.368652
	Iteration 3Q: 3 clusters Score -1.872475e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107028 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -18728612.000000 Penalty: 3916.368652
	Iteration 4F: 3 clusters Score -1.872861e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112885 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -18733888.000000 Penalty: 3916.368652
	Iteration 5F: 3 clusters Score -1.873389e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117666 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -18740066.000000 Penalty: 3916.368652
	Iteration 6F: 3 clusters Score -1.874007e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120703 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -18746164.000000 Penalty: 3916.368652
	Iteration 7F: 3 clusters Score -1.874616e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121795 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -18750518.000000 Penalty: 3916.368652
	Iteration 8F: 3 clusters Score -1.875052e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121591 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -18752908.000000 Penalty: 3916.368652
	Iteration 9Q: 3 clusters Score -1.875291e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120555 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -18754088.000000 Penalty: 3916.368652
	Iteration 10Q: 3 clusters Score -1.875409e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119264 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -18754470.000000 Penalty: 3916.368652
	Iteration 11Q: 3 clusters Score -1.875447e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -18754710.000000 Penalty: 3916.368652
	Iteration 12Q: 3 clusters Score -1.875471e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116296 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -18754890.000000 Penalty: 3916.368652
	Iteration 13Q: 3 clusters Score -1.875489e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114704 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -18754952.000000 Penalty: 3916.368652
	Iteration 14Q: 3 clusters Score -1.875495e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113167 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -18755206.000000 Penalty: 3916.368652
	Iteration 15Q: 3 clusters Score -1.875521e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111621 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -18755294.000000 Penalty: 3916.368652
	Iteration 16Q: 3 clusters Score -1.875529e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -18755376.000000 Penalty: 3916.368652
	Iteration 17Q: 3 clusters Score -1.875538e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -18755516.000000 Penalty: 3916.368652
	Iteration 18Q: 3 clusters Score -1.875552e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -18755650.000000 Penalty: 3916.368652
	Iteration 19Q: 3 clusters Score -1.875565e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -18755742.000000 Penalty: 3916.368652
	Iteration 20F: 3 clusters Score -1.875574e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104687 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -18755838.000000 Penalty: 3916.368652
	Iteration 21Q: 3 clusters Score -1.875584e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -18755734.000000 Penalty: 3916.368652
	Iteration 22Q: 3 clusters Score -1.875573e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -18755780.000000 Penalty: 3916.368652
	Iteration 23Q: 3 clusters Score -1.875578e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -18755814.000000 Penalty: 3916.368652
	Iteration 24Q: 3 clusters Score -1.875581e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -18755846.000000 Penalty: 3916.368652
	Iteration 25Q: 3 clusters Score -1.875585e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -18755912.000000 Penalty: 3916.368652
	Iteration 26Q: 3 clusters Score -1.875591e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -18755984.000000 Penalty: 3916.368652
	Iteration 27Q: 3 clusters Score -1.875598e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -18756034.000000 Penalty: 3916.368652
	Iteration 28Q: 3 clusters Score -1.875603e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -18756226.000000 Penalty: 3916.368652
	Iteration 29Q: 3 clusters Score -1.875623e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93517 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -18756234.000000 Penalty: 3916.368652
	Iteration 30Q: 3 clusters Score -1.875623e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -18756236.000000 Penalty: 3916.368652
	Iteration 31Q: 3 clusters Score -1.875624e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -18756270.000000 Penalty: 3916.368652
	Iteration 32Q: 3 clusters Score -1.875627e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -18756216.000000 Penalty: 3916.368652
	Iteration 33Q: 3 clusters Score -1.875622e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -18756244.000000 Penalty: 3916.368652
	Iteration 34Q: 3 clusters Score -1.875624e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -18756140.000000 Penalty: 3916.368652
	Iteration 35Q: 3 clusters Score -1.875614e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -18756026.000000 Penalty: 3916.368652
	Iteration 36Q: 3 clusters Score -1.875603e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -18756000.000000 Penalty: 3916.368652
	Iteration 37Q: 3 clusters Score -1.8756e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84126 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -18755814.000000 Penalty: 3916.368652
	Iteration 38Q: 3 clusters Score -1.875581e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -18755574.000000 Penalty: 3916.368652
	Iteration 39Q: 3 clusters Score -1.875557e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79092 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -18754818.000000 Penalty: 3916.368652
	Iteration 40F: 3 clusters Score -1.875482e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 96934 members 
Entering Unmasked Estep 
Score: -18753684.000000 Penalty: 3916.368652
	Iteration 41Q: 3 clusters Score -1.875368e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 104358 members 
Entering Unmasked Estep 
Score: -18751932.000000 Penalty: 3916.368652
	Iteration 42Q: 3 clusters Score -1.875193e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -18750114.000000 Penalty: 3916.368652
	Iteration 43F: 3 clusters Score -1.875011e+07 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 127927 members 
Entering Unmasked Estep 
Score: -18751250.000000 Penalty: 3916.368652
	Iteration 44F: 3 clusters Score -1.875125e+07 nChanged 14507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 142424 members 
Entering Unmasked Estep 
Score: -18756772.000000 Penalty: 3916.368652
	Iteration 45F: 3 clusters Score -1.875677e+07 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 155992 members 
Entering Unmasked Estep 
Score: -18763360.000000 Penalty: 3916.368652
	Iteration 46F: 3 clusters Score -1.876336e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 164111 members 
Entering Unmasked Estep 
Score: -18767510.000000 Penalty: 3916.368652
	Iteration 47Q: 3 clusters Score -1.876751e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 167555 members 
Entering Unmasked Estep 
Score: -18769182.000000 Penalty: 3916.368652
	Iteration 48Q: 3 clusters Score -1.876918e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 169010 members 
Entering Unmasked Estep 
Score: -18769864.000000 Penalty: 3916.368652
	Iteration 49Q: 3 clusters Score -1.876986e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 169686 members 
Entering Unmasked Estep 
Score: -18770118.000000 Penalty: 3916.368652
	Iteration 50Q: 3 clusters Score -1.877012e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 170050 members 
Entering Unmasked Estep 
Score: -18770294.000000 Penalty: 3916.368652
	Iteration 51Q: 3 clusters Score -1.877029e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 170260 members 
Entering Unmasked Estep 
Score: -18770426.000000 Penalty: 3916.368652
	Iteration 52Q: 3 clusters Score -1.877043e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 170388 members 
Entering Unmasked Estep 
Score: -18770478.000000 Penalty: 3916.368652
	Iteration 53Q: 3 clusters Score -1.877048e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 170463 members 
Entering Unmasked Estep 
Score: -18770494.000000 Penalty: 3916.368652
	Iteration 54Q: 3 clusters Score -1.877049e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 170511 members 
Entering Unmasked Estep 
Score: -18770514.000000 Penalty: 3916.368652
	Iteration 55Q: 3 clusters Score -1.877051e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 170543 members 
Entering Unmasked Estep 
Score: -18770506.000000 Penalty: 3916.368652
	Iteration 56Q: 3 clusters Score -1.877051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 170568 members 
Entering Unmasked Estep 
Score: -18770516.000000 Penalty: 3916.368652
	Iteration 57Q: 3 clusters Score -1.877052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 170582 members 
Entering Unmasked Estep 
Score: -18770516.000000 Penalty: 3916.368652
	Iteration 58Q: 3 clusters Score -1.877052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 170595 members 
Entering Unmasked Estep 
Score: -18770528.000000 Penalty: 3916.368652
	Iteration 59Q: 3 clusters Score -1.877053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 170606 members 
Entering Unmasked Estep 
Score: -18770514.000000 Penalty: 3916.368652
	Iteration 60F: 3 clusters Score -1.877051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -18770534.000000 Penalty: 3916.368652
	Iteration 61Q: 3 clusters Score -1.877053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 170628 members 
Entering Unmasked Estep 
Score: -18770528.000000 Penalty: 3916.368652
	Iteration 62Q: 3 clusters Score -1.877053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -18770544.000000 Penalty: 3916.368652
	Iteration 63Q: 3 clusters Score -1.877054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 170641 members 
Entering Unmasked Estep 
Score: -18770548.000000 Penalty: 3916.368652
	Iteration 64Q: 3 clusters Score -1.877055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 170646 members 
Entering Unmasked Estep 
Score: -18770558.000000 Penalty: 3916.368652
	Iteration 65Q: 3 clusters Score -1.877056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 170649 members 
Entering Unmasked Estep 
Score: -18770572.000000 Penalty: 3916.368652
	Iteration 66Q: 3 clusters Score -1.877057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 170653 members 
Entering Unmasked Estep 
Score: -18770566.000000 Penalty: 3916.368652
	Iteration 67Q: 3 clusters Score -1.877057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 170655 members 
Entering Unmasked Estep 
Score: -18770570.000000 Penalty: 3916.368652
	Iteration 68Q: 3 clusters Score -1.877057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 170658 members 
Entering Unmasked Estep 
Score: -18770572.000000 Penalty: 3916.368652
	Iteration 69Q: 3 clusters Score -1.877057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 170660 members 
Entering Unmasked Estep 
Score: -18770564.000000 Penalty: 3916.368652
	Iteration 70Q: 3 clusters Score -1.877056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -18770572.000000 Penalty: 3916.368652
	Iteration 71Q: 3 clusters Score -1.877057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -18770572.000000 Penalty: 3916.368652
	Iteration 72F: 3 clusters Score -1.877057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Entering Unmasked Estep 
Score: -1487217.125000 Penalty: 1550.484131
	Iteration 0F: 2 clusters Score -1487217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1477499.875000 Penalty: 3100.968262
	Iteration 0F: 3 clusters Score -1477500 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1480831.750000 Penalty: 3100.968262
	Iteration 1F: 3 clusters Score -1480832 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1481133.125000 Penalty: 3100.968262
	Iteration 2F: 3 clusters Score -1481133 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1481417.375000 Penalty: 3100.968262
	Iteration 3F: 3 clusters Score -1481417 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1481708.000000 Penalty: 3100.968262
	Iteration 4Q: 3 clusters Score -1481708 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1482012.250000 Penalty: 3100.968262
	Iteration 5Q: 3 clusters Score -1482012 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1482295.875000 Penalty: 3100.968262
	Iteration 6Q: 3 clusters Score -1482296 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1482551.500000 Penalty: 3100.968262
	Iteration 7Q: 3 clusters Score -1482552 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1482828.625000 Penalty: 3100.968262
	Iteration 8Q: 3 clusters Score -1482829 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1483131.750000 Penalty: 3100.968262
	Iteration 9Q: 3 clusters Score -1483132 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1483459.875000 Penalty: 3100.968262
	Iteration 10Q: 3 clusters Score -1483460 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1483786.750000 Penalty: 3100.968262
	Iteration 11Q: 3 clusters Score -1483787 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1484095.000000 Penalty: 3100.968262
	Iteration 12Q: 3 clusters Score -1484095 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1484356.500000 Penalty: 3100.968262
	Iteration 13Q: 3 clusters Score -1484356 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1484593.625000 Penalty: 3100.968262
	Iteration 14Q: 3 clusters Score -1484594 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1484801.250000 Penalty: 3100.968262
	Iteration 15Q: 3 clusters Score -1484801 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1484986.625000 Penalty: 3100.968262
	Iteration 16Q: 3 clusters Score -1484987 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1485146.250000 Penalty: 3100.968262
	Iteration 17Q: 3 clusters Score -1485146 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1485288.000000 Penalty: 3100.968262
	Iteration 18Q: 3 clusters Score -1485288 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1485406.625000 Penalty: 3100.968262
	Iteration 19Q: 3 clusters Score -1485407 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1485515.625000 Penalty: 3100.968262
	Iteration 20F: 3 clusters Score -1485516 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1485592.375000 Penalty: 3100.968262
	Iteration 21Q: 3 clusters Score -1485592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1485663.250000 Penalty: 3100.968262
	Iteration 22Q: 3 clusters Score -1485663 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1485724.500000 Penalty: 3100.968262
	Iteration 23Q: 3 clusters Score -1485724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1485778.125000 Penalty: 3100.968262
	Iteration 24Q: 3 clusters Score -1485778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1485823.250000 Penalty: 3100.968262
	Iteration 25Q: 3 clusters Score -1485823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1485856.500000 Penalty: 3100.968262
	Iteration 26Q: 3 clusters Score -1485856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1485887.500000 Penalty: 3100.968262
	Iteration 27Q: 3 clusters Score -1485888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1485922.000000 Penalty: 3100.968262
	Iteration 28Q: 3 clusters Score -1485922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1485939.625000 Penalty: 3100.968262
	Iteration 29Q: 3 clusters Score -1485940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1485945.875000 Penalty: 3100.968262
	Iteration 30Q: 3 clusters Score -1485946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1485951.125000 Penalty: 3100.968262
	Iteration 31Q: 3 clusters Score -1485951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1485950.625000 Penalty: 3100.968262
	Iteration 32Q: 3 clusters Score -1485951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1485953.000000 Penalty: 3100.968262
	Iteration 33Q: 3 clusters Score -1485953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1485952.875000 Penalty: 3100.968262
	Iteration 34Q: 3 clusters Score -1485953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1485952.875000 Penalty: 3100.968262
	Iteration 35F: 3 clusters Score -1485953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12239 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25825 members 
Mstep: Class 7 contains 7411 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73784 members 
Mstep: Class 18 contains 171162 members 
Mstep: Class 19 contains 13925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702504.000000 Penalty: 37625.707031
Iteration 319Q: 19 clusters Score -4.17025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25831 members 
Mstep: Class 7 contains 7410 members 
Mstep: Class 8 contains 3316 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11876 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73782 members 
Mstep: Class 18 contains 171168 members 
Mstep: Class 19 contains 13924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702504.000000 Penalty: 37625.707031
Iteration 320F: 19 clusters Score -4.17025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25841 members 
Mstep: Class 7 contains 7409 members 
Mstep: Class 8 contains 3306 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73779 members 
Mstep: Class 18 contains 171177 members 
Mstep: Class 19 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702444.000000 Penalty: 37625.707031
Iteration 321Q: 19 clusters Score -4.170244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 19227 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25846 members 
Mstep: Class 7 contains 7408 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73780 members 
Mstep: Class 18 contains 171183 members 
Mstep: Class 19 contains 13919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702452.000000 Penalty: 37625.707031
Iteration 322Q: 19 clusters Score -4.170245e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25854 members 
Mstep: Class 7 contains 7408 members 
Mstep: Class 8 contains 3289 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73783 members 
Mstep: Class 18 contains 171185 members 
Mstep: Class 19 contains 13915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702472.000000 Penalty: 37625.707031
Iteration 323Q: 19 clusters Score -4.170247e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12239 members 
Mstep: Class 3 contains 19227 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25850 members 
Mstep: Class 7 contains 7407 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73784 members 
Mstep: Class 18 contains 171200 members 
Mstep: Class 19 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702504.000000 Penalty: 37625.707031
Iteration 324Q: 19 clusters Score -4.17025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12241 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25849 members 
Mstep: Class 7 contains 7406 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73783 members 
Mstep: Class 18 contains 171205 members 
Mstep: Class 19 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702492.000000 Penalty: 37625.707031
Iteration 325Q: 19 clusters Score -4.170249e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12244 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25853 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3269 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73785 members 
Mstep: Class 18 contains 171208 members 
Mstep: Class 19 contains 13912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702484.000000 Penalty: 37625.707031
Iteration 326Q: 19 clusters Score -4.170248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12244 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25853 members 
Mstep: Class 7 contains 7404 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11863 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 73786 members 
Mstep: Class 18 contains 171213 members 
Mstep: Class 19 contains 13911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702480.000000 Penalty: 37625.707031
Iteration 327Q: 19 clusters Score -4.170248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12244 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25851 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73788 members 
Mstep: Class 18 contains 171217 members 
Mstep: Class 19 contains 13910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702468.000000 Penalty: 37625.707031
Iteration 328Q: 19 clusters Score -4.170247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 19227 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25850 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11861 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73787 members 
Mstep: Class 18 contains 171222 members 
Mstep: Class 19 contains 13910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702488.000000 Penalty: 37625.707031
Iteration 329Q: 19 clusters Score -4.170249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25849 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73788 members 
Mstep: Class 18 contains 171224 members 
Mstep: Class 19 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702500.000000 Penalty: 37625.707031
Iteration 330Q: 19 clusters Score -4.17025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25849 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73791 members 
Mstep: Class 18 contains 171222 members 
Mstep: Class 19 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702452.000000 Penalty: 37625.707031
Iteration 331Q: 19 clusters Score -4.170245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25848 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11861 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73792 members 
Mstep: Class 18 contains 171224 members 
Mstep: Class 19 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702452.000000 Penalty: 37625.707031
Iteration 332Q: 19 clusters Score -4.170245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25846 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73792 members 
Mstep: Class 18 contains 171226 members 
Mstep: Class 19 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702452.000000 Penalty: 37625.707031
Iteration 333Q: 19 clusters Score -4.170245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25844 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73792 members 
Mstep: Class 18 contains 171228 members 
Mstep: Class 19 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702444.000000 Penalty: 37625.707031
Iteration 334Q: 19 clusters Score -4.170244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25844 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73792 members 
Mstep: Class 18 contains 171228 members 
Mstep: Class 19 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702444.000000 Penalty: 37625.707031
Iteration 335F: 19 clusters Score -4.170244e+07 nChanged 0
Entering ConstructFrom: 
Score: -41702444.000000 Penalty: 37625.707031
Entering ConstructFrom: 
Trying to split cluster 1 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -388322.125000 Penalty: 1326.223389
	Iteration 0F: 2 clusters Score -388322.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -385304.687500 Penalty: 2652.446777
	Iteration 0F: 3 clusters Score -385304.7 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -386159.843750 Penalty: 2652.446777
	Iteration 1F: 3 clusters Score -386159.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -386330.562500 Penalty: 2652.446777
	Iteration 2F: 3 clusters Score -386330.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -386454.375000 Penalty: 2652.446777
	Iteration 3F: 3 clusters Score -386454.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -386545.156250 Penalty: 2652.446777
	Iteration 4Q: 3 clusters Score -386545.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -386616.218750 Penalty: 2652.446777
	Iteration 5Q: 3 clusters Score -386616.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -386662.656250 Penalty: 2652.446777
	Iteration 6Q: 3 clusters Score -386662.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -386699.593750 Penalty: 2652.446777
	Iteration 7Q: 3 clusters Score -386699.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -386734.562500 Penalty: 2652.446777
	Iteration 8Q: 3 clusters Score -386734.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -386778.562500 Penalty: 2652.446777
	Iteration 9Q: 3 clusters Score -386778.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -386818.375000 Penalty: 2652.446777
	Iteration 10Q: 3 clusters Score -386818.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -386850.875000 Penalty: 2652.446777
	Iteration 11Q: 3 clusters Score -386850.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -386898.812500 Penalty: 2652.446777
	Iteration 12Q: 3 clusters Score -386898.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -386955.781250 Penalty: 2652.446777
	Iteration 13Q: 3 clusters Score -386955.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -387022.281250 Penalty: 2652.446777
	Iteration 14Q: 3 clusters Score -387022.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -387085.718750 Penalty: 2652.446777
	Iteration 15Q: 3 clusters Score -387085.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -387146.750000 Penalty: 2652.446777
	Iteration 16Q: 3 clusters Score -387146.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -387201.781250 Penalty: 2652.446777
	Iteration 17Q: 3 clusters Score -387201.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -387250.718750 Penalty: 2652.446777
	Iteration 18Q: 3 clusters Score -387250.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -387296.218750 Penalty: 2652.446777
	Iteration 19Q: 3 clusters Score -387296.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -387337.281250 Penalty: 2652.446777
	Iteration 20F: 3 clusters Score -387337.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -387366.031250 Penalty: 2652.446777
	Iteration 21Q: 3 clusters Score -387366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -387389.437500 Penalty: 2652.446777
	Iteration 22Q: 3 clusters Score -387389.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -387409.812500 Penalty: 2652.446777
	Iteration 23Q: 3 clusters Score -387409.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -387425.062500 Penalty: 2652.446777
	Iteration 24Q: 3 clusters Score -387425.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -387430.812500 Penalty: 2652.446777
	Iteration 25Q: 3 clusters Score -387430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -387436.500000 Penalty: 2652.446777
	Iteration 26Q: 3 clusters Score -387436.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -387440.093750 Penalty: 2652.446777
	Iteration 27Q: 3 clusters Score -387440.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -387444.000000 Penalty: 2652.446777
	Iteration 28Q: 3 clusters Score -387444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -387447.437500 Penalty: 2652.446777
	Iteration 29Q: 3 clusters Score -387447.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -387451.218750 Penalty: 2652.446777
	Iteration 30Q: 3 clusters Score -387451.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -387454.375000 Penalty: 2652.446777
	Iteration 31Q: 3 clusters Score -387454.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -387457.250000 Penalty: 2652.446777
	Iteration 32Q: 3 clusters Score -387457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -387459.000000 Penalty: 2652.446777
	Iteration 33Q: 3 clusters Score -387459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -387460.250000 Penalty: 2652.446777
	Iteration 34Q: 3 clusters Score -387460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -387460.718750 Penalty: 2652.446777
	Iteration 35Q: 3 clusters Score -387460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -387460.937500 Penalty: 2652.446777
	Iteration 36Q: 3 clusters Score -387460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -387461.687500 Penalty: 2652.446777
	Iteration 37Q: 3 clusters Score -387461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -387461.687500 Penalty: 2652.446777
	Iteration 38F: 3 clusters Score -387461.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Entering Unmasked Estep 
Score: -1386041.750000 Penalty: 1529.591919
	Iteration 0F: 2 clusters Score -1386042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1377412.875000 Penalty: 3059.183838
	Iteration 0F: 3 clusters Score -1377413 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1380535.875000 Penalty: 3059.183838
	Iteration 1F: 3 clusters Score -1380536 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1381015.875000 Penalty: 3059.183838
	Iteration 2F: 3 clusters Score -1381016 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1381434.500000 Penalty: 3059.183838
	Iteration 3F: 3 clusters Score -1381434 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1381849.125000 Penalty: 3059.183838
	Iteration 4F: 3 clusters Score -1381849 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1382281.875000 Penalty: 3059.183838
	Iteration 5F: 3 clusters Score -1382282 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1382755.250000 Penalty: 3059.183838
	Iteration 6F: 3 clusters Score -1382755 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1383217.375000 Penalty: 3059.183838
	Iteration 7F: 3 clusters Score -1383217 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1383677.750000 Penalty: 3059.183838
	Iteration 8F: 3 clusters Score -1383678 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1384107.625000 Penalty: 3059.183838
	Iteration 9Q: 3 clusters Score -1384108 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1384486.250000 Penalty: 3059.183838
	Iteration 10Q: 3 clusters Score -1384486 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1384705.125000 Penalty: 3059.183838
	Iteration 11Q: 3 clusters Score -1384705 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1384785.500000 Penalty: 3059.183838
	Iteration 12Q: 3 clusters Score -1384786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1384855.500000 Penalty: 3059.183838
	Iteration 13Q: 3 clusters Score -1384856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1384915.625000 Penalty: 3059.183838
	Iteration 14Q: 3 clusters Score -1384916 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1384973.250000 Penalty: 3059.183838
	Iteration 15Q: 3 clusters Score -1384973 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1385012.000000 Penalty: 3059.183838
	Iteration 16Q: 3 clusters Score -1385012 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1385051.250000 Penalty: 3059.183838
	Iteration 17Q: 3 clusters Score -1385051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1385075.625000 Penalty: 3059.183838
	Iteration 18Q: 3 clusters Score -1385076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1385097.375000 Penalty: 3059.183838
	Iteration 19Q: 3 clusters Score -1385097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1385117.250000 Penalty: 3059.183838
	Iteration 20F: 3 clusters Score -1385117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1385125.625000 Penalty: 3059.183838
	Iteration 21Q: 3 clusters Score -1385126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1385135.250000 Penalty: 3059.183838
	Iteration 22Q: 3 clusters Score -1385135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1385139.875000 Penalty: 3059.183838
	Iteration 23Q: 3 clusters Score -1385140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1385149.125000 Penalty: 3059.183838
	Iteration 24Q: 3 clusters Score -1385149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1385156.000000 Penalty: 3059.183838
	Iteration 25Q: 3 clusters Score -1385156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1385158.375000 Penalty: 3059.183838
	Iteration 26Q: 3 clusters Score -1385158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1385164.750000 Penalty: 3059.183838
	Iteration 27Q: 3 clusters Score -1385165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1385170.000000 Penalty: 3059.183838
	Iteration 28Q: 3 clusters Score -1385170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1385180.500000 Penalty: 3059.183838
	Iteration 29Q: 3 clusters Score -1385180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1385183.500000 Penalty: 3059.183838
	Iteration 30Q: 3 clusters Score -1385184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1385189.000000 Penalty: 3059.183838
	Iteration 31Q: 3 clusters Score -1385189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1385192.875000 Penalty: 3059.183838
	Iteration 32Q: 3 clusters Score -1385193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1385198.750000 Penalty: 3059.183838
	Iteration 33Q: 3 clusters Score -1385199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1385203.125000 Penalty: 3059.183838
	Iteration 34Q: 3 clusters Score -1385203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1385209.000000 Penalty: 3059.183838
	Iteration 35Q: 3 clusters Score -1385209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1385216.250000 Penalty: 3059.183838
	Iteration 36Q: 3 clusters Score -1385216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1385220.625000 Penalty: 3059.183838
	Iteration 37Q: 3 clusters Score -1385221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1385223.875000 Penalty: 3059.183838
	Iteration 38Q: 3 clusters Score -1385224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1385224.000000 Penalty: 3059.183838
	Iteration 39Q: 3 clusters Score -1385224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1385227.250000 Penalty: 3059.183838
	Iteration 40F: 3 clusters Score -1385227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1385230.625000 Penalty: 3059.183838
	Iteration 41Q: 3 clusters Score -1385231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1385232.625000 Penalty: 3059.183838
	Iteration 42Q: 3 clusters Score -1385233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1385232.500000 Penalty: 3059.183838
	Iteration 43Q: 3 clusters Score -1385232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1385235.000000 Penalty: 3059.183838
	Iteration 44Q: 3 clusters Score -1385235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1385235.750000 Penalty: 3059.183838
	Iteration 45Q: 3 clusters Score -1385236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1385235.500000 Penalty: 3059.183838
	Iteration 46Q: 3 clusters Score -1385236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1385235.500000 Penalty: 3059.183838
	Iteration 47F: 3 clusters Score -1385236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Entering Unmasked Estep 
Score: -2171802.750000 Penalty: 1602.902954
	Iteration 0F: 2 clusters Score -2171803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2158726.000000 Penalty: 3205.805908
	Iteration 0F: 3 clusters Score -2158726 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2163379.250000 Penalty: 3205.805908
	Iteration 1F: 3 clusters Score -2163379 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2163732.000000 Penalty: 3205.805908
	Iteration 2Q: 3 clusters Score -2163732 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2164090.500000 Penalty: 3205.805908
	Iteration 3Q: 3 clusters Score -2164090 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2164521.000000 Penalty: 3205.805908
	Iteration 4Q: 3 clusters Score -2164521 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2165013.250000 Penalty: 3205.805908
	Iteration 5Q: 3 clusters Score -2165013 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2165648.750000 Penalty: 3205.805908
	Iteration 6F: 3 clusters Score -2165649 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2166373.000000 Penalty: 3205.805908
	Iteration 7F: 3 clusters Score -2166373 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2167173.500000 Penalty: 3205.805908
	Iteration 8F: 3 clusters Score -2167174 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2167882.000000 Penalty: 3205.805908
	Iteration 9Q: 3 clusters Score -2167882 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2168379.000000 Penalty: 3205.805908
	Iteration 10Q: 3 clusters Score -2168379 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2168713.500000 Penalty: 3205.805908
	Iteration 11Q: 3 clusters Score -2168714 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2168924.250000 Penalty: 3205.805908
	Iteration 12Q: 3 clusters Score -2168924 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2169076.250000 Penalty: 3205.805908
	Iteration 13Q: 3 clusters Score -2169076 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2169221.500000 Penalty: 3205.805908
	Iteration 14Q: 3 clusters Score -2169222 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2169339.250000 Penalty: 3205.805908
	Iteration 15Q: 3 clusters Score -2169339 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2169435.500000 Penalty: 3205.805908
	Iteration 16Q: 3 clusters Score -2169436 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2169504.000000 Penalty: 3205.805908
	Iteration 17Q: 3 clusters Score -2169504 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2169572.250000 Penalty: 3205.805908
	Iteration 18Q: 3 clusters Score -2169572 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2169633.250000 Penalty: 3205.805908
	Iteration 19Q: 3 clusters Score -2169633 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2169679.250000 Penalty: 3205.805908
	Iteration 20F: 3 clusters Score -2169679 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2169743.500000 Penalty: 3205.805908
	Iteration 21Q: 3 clusters Score -2169744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2169803.000000 Penalty: 3205.805908
	Iteration 22Q: 3 clusters Score -2169803 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2169868.250000 Penalty: 3205.805908
	Iteration 23Q: 3 clusters Score -2169868 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2169938.000000 Penalty: 3205.805908
	Iteration 24Q: 3 clusters Score -2169938 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2170012.500000 Penalty: 3205.805908
	Iteration 25Q: 3 clusters Score -2170012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2170066.250000 Penalty: 3205.805908
	Iteration 26Q: 3 clusters Score -2170066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2170119.000000 Penalty: 3205.805908
	Iteration 27Q: 3 clusters Score -2170119 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2170180.750000 Penalty: 3205.805908
	Iteration 28Q: 3 clusters Score -2170181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2170217.000000 Penalty: 3205.805908
	Iteration 29Q: 3 clusters Score -2170217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2170267.500000 Penalty: 3205.805908
	Iteration 30Q: 3 clusters Score -2170268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2170305.250000 Penalty: 3205.805908
	Iteration 31Q: 3 clusters Score -2170305 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2170352.500000 Penalty: 3205.805908
	Iteration 32Q: 3 clusters Score -2170352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2170382.500000 Penalty: 3205.805908
	Iteration 33Q: 3 clusters Score -2170382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2170399.750000 Penalty: 3205.805908
	Iteration 34Q: 3 clusters Score -2170400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2170409.500000 Penalty: 3205.805908
	Iteration 35Q: 3 clusters Score -2170410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2170415.500000 Penalty: 3205.805908
	Iteration 36Q: 3 clusters Score -2170416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2170419.250000 Penalty: 3205.805908
	Iteration 37Q: 3 clusters Score -2170419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2170425.000000 Penalty: 3205.805908
	Iteration 38Q: 3 clusters Score -2170425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2170428.000000 Penalty: 3205.805908
	Iteration 39Q: 3 clusters Score -2170428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2170424.750000 Penalty: 3205.805908
	Iteration 40F: 3 clusters Score -2170425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2170432.750000 Penalty: 3205.805908
	Iteration 41Q: 3 clusters Score -2170433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2170436.750000 Penalty: 3205.805908
	Iteration 42Q: 3 clusters Score -2170437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2170441.750000 Penalty: 3205.805908
	Iteration 43Q: 3 clusters Score -2170442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2170443.250000 Penalty: 3205.805908
	Iteration 44Q: 3 clusters Score -2170443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2170445.500000 Penalty: 3205.805908
	Iteration 45Q: 3 clusters Score -2170446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2170446.500000 Penalty: 3205.805908
	Iteration 46Q: 3 clusters Score -2170446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2170448.750000 Penalty: 3205.805908
	Iteration 47Q: 3 clusters Score -2170449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2170452.250000 Penalty: 3205.805908
	Iteration 48Q: 3 clusters Score -2170452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2170453.250000 Penalty: 3205.805908
	Iteration 49Q: 3 clusters Score -2170453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2170459.750000 Penalty: 3205.805908
	Iteration 50Q: 3 clusters Score -2170460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2170462.250000 Penalty: 3205.805908
	Iteration 51Q: 3 clusters Score -2170462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2170464.250000 Penalty: 3205.805908
	Iteration 52Q: 3 clusters Score -2170464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2170470.500000 Penalty: 3205.805908
	Iteration 53Q: 3 clusters Score -2170470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2170472.500000 Penalty: 3205.805908
	Iteration 54Q: 3 clusters Score -2170472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2170478.000000 Penalty: 3205.805908
	Iteration 55Q: 3 clusters Score -2170478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2170477.250000 Penalty: 3205.805908
	Iteration 56Q: 3 clusters Score -2170477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2170479.750000 Penalty: 3205.805908
	Iteration 57Q: 3 clusters Score -2170480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2170479.500000 Penalty: 3205.805908
	Iteration 58Q: 3 clusters Score -2170480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2170483.250000 Penalty: 3205.805908
	Iteration 59Q: 3 clusters Score -2170483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2170482.750000 Penalty: 3205.805908
	Iteration 60F: 3 clusters Score -2170483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2170482.500000 Penalty: 3205.805908
	Iteration 61Q: 3 clusters Score -2170482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2170485.750000 Penalty: 3205.805908
	Iteration 62Q: 3 clusters Score -2170486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2170485.750000 Penalty: 3205.805908
	Iteration 63F: 3 clusters Score -2170486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -497651.718750 Penalty: 1382.082031
	Iteration 0F: 2 clusters Score -497651.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -493729.781250 Penalty: 2764.164062
	Iteration 0F: 3 clusters Score -493729.8 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -494882.375000 Penalty: 2764.164062
	Iteration 1F: 3 clusters Score -494882.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -495120.187500 Penalty: 2764.164062
	Iteration 2F: 3 clusters Score -495120.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -495354.562500 Penalty: 2764.164062
	Iteration 3F: 3 clusters Score -495354.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -495541.250000 Penalty: 2764.164062
	Iteration 4F: 3 clusters Score -495541.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -495665.625000 Penalty: 2764.164062
	Iteration 5Q: 3 clusters Score -495665.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -495763.781250 Penalty: 2764.164062
	Iteration 6Q: 3 clusters Score -495763.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -495847.937500 Penalty: 2764.164062
	Iteration 7Q: 3 clusters Score -495847.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -495915.656250 Penalty: 2764.164062
	Iteration 8Q: 3 clusters Score -495915.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -495965.250000 Penalty: 2764.164062
	Iteration 9Q: 3 clusters Score -495965.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -495999.625000 Penalty: 2764.164062
	Iteration 10Q: 3 clusters Score -495999.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -496023.718750 Penalty: 2764.164062
	Iteration 11Q: 3 clusters Score -496023.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -496050.625000 Penalty: 2764.164062
	Iteration 12Q: 3 clusters Score -496050.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -496078.031250 Penalty: 2764.164062
	Iteration 13Q: 3 clusters Score -496078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -496108.312500 Penalty: 2764.164062
	Iteration 14Q: 3 clusters Score -496108.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -496131.125000 Penalty: 2764.164062
	Iteration 15Q: 3 clusters Score -496131.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -496160.125000 Penalty: 2764.164062
	Iteration 16Q: 3 clusters Score -496160.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -496191.906250 Penalty: 2764.164062
	Iteration 17Q: 3 clusters Score -496191.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -496225.875000 Penalty: 2764.164062
	Iteration 18Q: 3 clusters Score -496225.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -496257.218750 Penalty: 2764.164062
	Iteration 19Q: 3 clusters Score -496257.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -496281.343750 Penalty: 2764.164062
	Iteration 20F: 3 clusters Score -496281.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -496311.156250 Penalty: 2764.164062
	Iteration 21Q: 3 clusters Score -496311.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -496337.437500 Penalty: 2764.164062
	Iteration 22Q: 3 clusters Score -496337.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -496368.875000 Penalty: 2764.164062
	Iteration 23Q: 3 clusters Score -496368.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -496407.218750 Penalty: 2764.164062
	Iteration 24Q: 3 clusters Score -496407.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -496446.250000 Penalty: 2764.164062
	Iteration 25Q: 3 clusters Score -496446.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -496477.218750 Penalty: 2764.164062
	Iteration 26Q: 3 clusters Score -496477.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -496511.843750 Penalty: 2764.164062
	Iteration 27Q: 3 clusters Score -496511.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -496539.156250 Penalty: 2764.164062
	Iteration 28Q: 3 clusters Score -496539.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -496564.937500 Penalty: 2764.164062
	Iteration 29Q: 3 clusters Score -496564.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -496592.468750 Penalty: 2764.164062
	Iteration 30Q: 3 clusters Score -496592.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -496612.156250 Penalty: 2764.164062
	Iteration 31Q: 3 clusters Score -496612.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -496627.500000 Penalty: 2764.164062
	Iteration 32Q: 3 clusters Score -496627.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -496646.937500 Penalty: 2764.164062
	Iteration 33Q: 3 clusters Score -496646.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -496668.375000 Penalty: 2764.164062
	Iteration 34Q: 3 clusters Score -496668.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -496689.625000 Penalty: 2764.164062
	Iteration 35Q: 3 clusters Score -496689.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -496706.343750 Penalty: 2764.164062
	Iteration 36Q: 3 clusters Score -496706.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -496717.562500 Penalty: 2764.164062
	Iteration 37Q: 3 clusters Score -496717.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -496727.656250 Penalty: 2764.164062
	Iteration 38Q: 3 clusters Score -496727.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -496735.156250 Penalty: 2764.164062
	Iteration 39Q: 3 clusters Score -496735.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -496742.031250 Penalty: 2764.164062
	Iteration 40F: 3 clusters Score -496742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -496758.687500 Penalty: 2764.164062
	Iteration 41Q: 3 clusters Score -496758.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -496773.906250 Penalty: 2764.164062
	Iteration 42Q: 3 clusters Score -496773.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -496791.812500 Penalty: 2764.164062
	Iteration 43Q: 3 clusters Score -496791.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -496804.937500 Penalty: 2764.164062
	Iteration 44Q: 3 clusters Score -496804.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -496820.468750 Penalty: 2764.164062
	Iteration 45Q: 3 clusters Score -496820.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -496835.687500 Penalty: 2764.164062
	Iteration 46Q: 3 clusters Score -496835.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -496850.218750 Penalty: 2764.164062
	Iteration 47Q: 3 clusters Score -496850.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -496869.437500 Penalty: 2764.164062
	Iteration 48Q: 3 clusters Score -496869.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -496892.281250 Penalty: 2764.164062
	Iteration 49Q: 3 clusters Score -496892.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -496911.093750 Penalty: 2764.164062
	Iteration 50Q: 3 clusters Score -496911.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -496925.906250 Penalty: 2764.164062
	Iteration 51Q: 3 clusters Score -496925.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -496956.593750 Penalty: 2764.164062
	Iteration 52Q: 3 clusters Score -496956.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -496975.187500 Penalty: 2764.164062
	Iteration 53Q: 3 clusters Score -496975.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -496981.812500 Penalty: 2764.164062
	Iteration 54Q: 3 clusters Score -496981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -496988.250000 Penalty: 2764.164062
	Iteration 55Q: 3 clusters Score -496988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -496989.968750 Penalty: 2764.164062
	Iteration 56Q: 3 clusters Score -496990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -496992.187500 Penalty: 2764.164062
	Iteration 57Q: 3 clusters Score -496992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -496993.343750 Penalty: 2764.164062
	Iteration 58Q: 3 clusters Score -496993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -496993.500000 Penalty: 2764.164062
	Iteration 59Q: 3 clusters Score -496993.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -496993.500000 Penalty: 2764.164062
	Iteration 60F: 3 clusters Score -496993.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -132515.218750 Penalty: 1166.017090
	Iteration 0F: 2 clusters Score -132515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -130899.382812 Penalty: 2332.034180
	Iteration 0F: 3 clusters Score -130899.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -131247.234375 Penalty: 2332.034180
	Iteration 1F: 3 clusters Score -131247.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -131352.234375 Penalty: 2332.034180
	Iteration 2F: 3 clusters Score -131352.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131443.484375 Penalty: 2332.034180
	Iteration 3F: 3 clusters Score -131443.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131571.328125 Penalty: 2332.034180
	Iteration 4F: 3 clusters Score -131571.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -131689.890625 Penalty: 2332.034180
	Iteration 5F: 3 clusters Score -131689.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -131798.250000 Penalty: 2332.034180
	Iteration 6F: 3 clusters Score -131798.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -131920.562500 Penalty: 2332.034180
	Iteration 7F: 3 clusters Score -131920.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132017.765625 Penalty: 2332.034180
	Iteration 8F: 3 clusters Score -132017.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -132093.265625 Penalty: 2332.034180
	Iteration 9Q: 3 clusters Score -132093.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -132129.390625 Penalty: 2332.034180
	Iteration 10Q: 3 clusters Score -132129.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -132148.750000 Penalty: 2332.034180
	Iteration 11Q: 3 clusters Score -132148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -132163.921875 Penalty: 2332.034180
	Iteration 12Q: 3 clusters Score -132163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -132177.343750 Penalty: 2332.034180
	Iteration 13Q: 3 clusters Score -132177.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -132189.718750 Penalty: 2332.034180
	Iteration 14Q: 3 clusters Score -132189.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -132198.109375 Penalty: 2332.034180
	Iteration 15Q: 3 clusters Score -132198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -132203.187500 Penalty: 2332.034180
	Iteration 16Q: 3 clusters Score -132203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -132208.062500 Penalty: 2332.034180
	Iteration 17Q: 3 clusters Score -132208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -132210.875000 Penalty: 2332.034180
	Iteration 18Q: 3 clusters Score -132210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -132212.437500 Penalty: 2332.034180
	Iteration 19Q: 3 clusters Score -132212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -132212.437500 Penalty: 2332.034180
	Iteration 20F: 3 clusters Score -132212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Entering Unmasked Estep 
Score: -2794871.500000 Penalty: 1650.973022
	Iteration 0F: 2 clusters Score -2794872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2777290.000000 Penalty: 3301.946045
	Iteration 0F: 3 clusters Score -2777290 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2783919.750000 Penalty: 3301.946045
	Iteration 1F: 3 clusters Score -2783920 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2784271.500000 Penalty: 3301.946045
	Iteration 2Q: 3 clusters Score -2784272 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2784640.250000 Penalty: 3301.946045
	Iteration 3Q: 3 clusters Score -2784640 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2785042.750000 Penalty: 3301.946045
	Iteration 4Q: 3 clusters Score -2785043 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2785508.250000 Penalty: 3301.946045
	Iteration 5Q: 3 clusters Score -2785508 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2786157.500000 Penalty: 3301.946045
	Iteration 6F: 3 clusters Score -2786158 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2787137.250000 Penalty: 3301.946045
	Iteration 7F: 3 clusters Score -2787137 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2788502.250000 Penalty: 3301.946045
	Iteration 8F: 3 clusters Score -2788502 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2790021.500000 Penalty: 3301.946045
	Iteration 9F: 3 clusters Score -2790022 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2791467.000000 Penalty: 3301.946045
	Iteration 10F: 3 clusters Score -2791467 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -2792523.250000 Penalty: 3301.946045
	Iteration 11Q: 3 clusters Score -2792523 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -2793021.500000 Penalty: 3301.946045
	Iteration 12Q: 3 clusters Score -2793022 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2793233.500000 Penalty: 3301.946045
	Iteration 13Q: 3 clusters Score -2793234 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -2793344.250000 Penalty: 3301.946045
	Iteration 14Q: 3 clusters Score -2793344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -2793412.750000 Penalty: 3301.946045
	Iteration 15Q: 3 clusters Score -2793413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -2793453.000000 Penalty: 3301.946045
	Iteration 16Q: 3 clusters Score -2793453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2793480.000000 Penalty: 3301.946045
	Iteration 17Q: 3 clusters Score -2793480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -2793499.250000 Penalty: 3301.946045
	Iteration 18Q: 3 clusters Score -2793499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2793508.000000 Penalty: 3301.946045
	Iteration 19Q: 3 clusters Score -2793508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -2793511.000000 Penalty: 3301.946045
	Iteration 20F: 3 clusters Score -2793511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -2793516.000000 Penalty: 3301.946045
	Iteration 21Q: 3 clusters Score -2793516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2793526.750000 Penalty: 3301.946045
	Iteration 22Q: 3 clusters Score -2793527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2793531.250000 Penalty: 3301.946045
	Iteration 23Q: 3 clusters Score -2793531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2793531.250000 Penalty: 3301.946045
	Iteration 24Q: 3 clusters Score -2793531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2793531.250000 Penalty: 3301.946045
	Iteration 25F: 3 clusters Score -2793531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Entering Unmasked Estep 
Score: -787559.875000 Penalty: 1447.860596
	Iteration 0F: 2 clusters Score -787559.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -782026.187500 Penalty: 2895.721191
	Iteration 0F: 3 clusters Score -782026.2 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -783730.062500 Penalty: 2895.721191
	Iteration 1F: 3 clusters Score -783730.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -784017.875000 Penalty: 2895.721191
	Iteration 2F: 3 clusters Score -784017.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -784341.937500 Penalty: 2895.721191
	Iteration 3F: 3 clusters Score -784341.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -784656.625000 Penalty: 2895.721191
	Iteration 4F: 3 clusters Score -784656.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -784898.125000 Penalty: 2895.721191
	Iteration 5F: 3 clusters Score -784898.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -785081.937500 Penalty: 2895.721191
	Iteration 6Q: 3 clusters Score -785081.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -785214.625000 Penalty: 2895.721191
	Iteration 7Q: 3 clusters Score -785214.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -785326.125000 Penalty: 2895.721191
	Iteration 8Q: 3 clusters Score -785326.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -785448.562500 Penalty: 2895.721191
	Iteration 9Q: 3 clusters Score -785448.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -785562.687500 Penalty: 2895.721191
	Iteration 10Q: 3 clusters Score -785562.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -785660.875000 Penalty: 2895.721191
	Iteration 11Q: 3 clusters Score -785660.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -785759.500000 Penalty: 2895.721191
	Iteration 12Q: 3 clusters Score -785759.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -785867.000000 Penalty: 2895.721191
	Iteration 13Q: 3 clusters Score -785867 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -785963.062500 Penalty: 2895.721191
	Iteration 14Q: 3 clusters Score -785963.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -786049.062500 Penalty: 2895.721191
	Iteration 15Q: 3 clusters Score -786049.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -786110.875000 Penalty: 2895.721191
	Iteration 16Q: 3 clusters Score -786110.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -786160.250000 Penalty: 2895.721191
	Iteration 17Q: 3 clusters Score -786160.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -786214.875000 Penalty: 2895.721191
	Iteration 18Q: 3 clusters Score -786214.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -786256.562500 Penalty: 2895.721191
	Iteration 19Q: 3 clusters Score -786256.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -786289.750000 Penalty: 2895.721191
	Iteration 20F: 3 clusters Score -786289.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -786319.750000 Penalty: 2895.721191
	Iteration 21Q: 3 clusters Score -786319.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -786346.437500 Penalty: 2895.721191
	Iteration 22Q: 3 clusters Score -786346.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -786367.062500 Penalty: 2895.721191
	Iteration 23Q: 3 clusters Score -786367.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -786388.937500 Penalty: 2895.721191
	Iteration 24Q: 3 clusters Score -786388.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -786413.312500 Penalty: 2895.721191
	Iteration 25Q: 3 clusters Score -786413.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -786438.875000 Penalty: 2895.721191
	Iteration 26Q: 3 clusters Score -786438.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -786465.687500 Penalty: 2895.721191
	Iteration 27Q: 3 clusters Score -786465.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -786485.312500 Penalty: 2895.721191
	Iteration 28Q: 3 clusters Score -786485.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -786502.375000 Penalty: 2895.721191
	Iteration 29Q: 3 clusters Score -786502.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -786519.187500 Penalty: 2895.721191
	Iteration 30Q: 3 clusters Score -786519.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -786530.000000 Penalty: 2895.721191
	Iteration 31Q: 3 clusters Score -786530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -786540.062500 Penalty: 2895.721191
	Iteration 32Q: 3 clusters Score -786540.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -786552.437500 Penalty: 2895.721191
	Iteration 33Q: 3 clusters Score -786552.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -786562.562500 Penalty: 2895.721191
	Iteration 34Q: 3 clusters Score -786562.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -786575.187500 Penalty: 2895.721191
	Iteration 35Q: 3 clusters Score -786575.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -786588.125000 Penalty: 2895.721191
	Iteration 36Q: 3 clusters Score -786588.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -786599.812500 Penalty: 2895.721191
	Iteration 37Q: 3 clusters Score -786599.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -786604.375000 Penalty: 2895.721191
	Iteration 38Q: 3 clusters Score -786604.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -786606.750000 Penalty: 2895.721191
	Iteration 39Q: 3 clusters Score -786606.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -786610.875000 Penalty: 2895.721191
	Iteration 40F: 3 clusters Score -786610.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -786613.062500 Penalty: 2895.721191
	Iteration 41Q: 3 clusters Score -786613.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -786615.000000 Penalty: 2895.721191
	Iteration 42Q: 3 clusters Score -786615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -786621.687500 Penalty: 2895.721191
	Iteration 43Q: 3 clusters Score -786621.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -786623.750000 Penalty: 2895.721191
	Iteration 44Q: 3 clusters Score -786623.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -786624.187500 Penalty: 2895.721191
	Iteration 45Q: 3 clusters Score -786624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -786624.625000 Penalty: 2895.721191
	Iteration 46Q: 3 clusters Score -786624.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -786626.437500 Penalty: 2895.721191
	Iteration 47Q: 3 clusters Score -786626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -786627.187500 Penalty: 2895.721191
	Iteration 48Q: 3 clusters Score -786627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -786628.062500 Penalty: 2895.721191
	Iteration 49Q: 3 clusters Score -786628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -786629.312500 Penalty: 2895.721191
	Iteration 50Q: 3 clusters Score -786629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -786631.125000 Penalty: 2895.721191
	Iteration 51Q: 3 clusters Score -786631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -786629.562500 Penalty: 2895.721191
	Iteration 52Q: 3 clusters Score -786629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -786632.125000 Penalty: 2895.721191
	Iteration 53Q: 3 clusters Score -786632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -786633.937500 Penalty: 2895.721191
	Iteration 54Q: 3 clusters Score -786633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -786635.000000 Penalty: 2895.721191
	Iteration 55Q: 3 clusters Score -786635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -786636.250000 Penalty: 2895.721191
	Iteration 56Q: 3 clusters Score -786636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -786637.625000 Penalty: 2895.721191
	Iteration 57Q: 3 clusters Score -786637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -786640.812500 Penalty: 2895.721191
	Iteration 58Q: 3 clusters Score -786640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -786642.312500 Penalty: 2895.721191
	Iteration 59Q: 3 clusters Score -786642.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -786643.500000 Penalty: 2895.721191
	Iteration 60F: 3 clusters Score -786643.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -786645.562500 Penalty: 2895.721191
	Iteration 61Q: 3 clusters Score -786645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -786646.187500 Penalty: 2895.721191
	Iteration 62Q: 3 clusters Score -786646.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -786648.625000 Penalty: 2895.721191
	Iteration 63Q: 3 clusters Score -786648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -786652.625000 Penalty: 2895.721191
	Iteration 64Q: 3 clusters Score -786652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -786654.500000 Penalty: 2895.721191
	Iteration 65Q: 3 clusters Score -786654.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -786655.187500 Penalty: 2895.721191
	Iteration 66Q: 3 clusters Score -786655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -786657.875000 Penalty: 2895.721191
	Iteration 67Q: 3 clusters Score -786657.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -786660.062500 Penalty: 2895.721191
	Iteration 68Q: 3 clusters Score -786660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -786663.187500 Penalty: 2895.721191
	Iteration 69Q: 3 clusters Score -786663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -786663.562500 Penalty: 2895.721191
	Iteration 70Q: 3 clusters Score -786663.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -786666.250000 Penalty: 2895.721191
	Iteration 71Q: 3 clusters Score -786666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -786667.875000 Penalty: 2895.721191
	Iteration 72Q: 3 clusters Score -786667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -786671.562500 Penalty: 2895.721191
	Iteration 73Q: 3 clusters Score -786671.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -786673.500000 Penalty: 2895.721191
	Iteration 74Q: 3 clusters Score -786673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -786678.625000 Penalty: 2895.721191
	Iteration 75Q: 3 clusters Score -786678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -786679.562500 Penalty: 2895.721191
	Iteration 76Q: 3 clusters Score -786679.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -786680.937500 Penalty: 2895.721191
	Iteration 77Q: 3 clusters Score -786680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -786683.312500 Penalty: 2895.721191
	Iteration 78Q: 3 clusters Score -786683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -786683.687500 Penalty: 2895.721191
	Iteration 79Q: 3 clusters Score -786683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -786684.937500 Penalty: 2895.721191
	Iteration 80F: 3 clusters Score -786684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -786684.375000 Penalty: 2895.721191
	Iteration 81Q: 3 clusters Score -786684.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -786686.625000 Penalty: 2895.721191
	Iteration 82Q: 3 clusters Score -786686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -786688.312500 Penalty: 2895.721191
	Iteration 83Q: 3 clusters Score -786688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -786688.562500 Penalty: 2895.721191
	Iteration 84Q: 3 clusters Score -786688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -786690.062500 Penalty: 2895.721191
	Iteration 85Q: 3 clusters Score -786690.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -786692.750000 Penalty: 2895.721191
	Iteration 86Q: 3 clusters Score -786692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -786692.062500 Penalty: 2895.721191
	Iteration 87Q: 3 clusters Score -786692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -786692.562500 Penalty: 2895.721191
	Iteration 88Q: 3 clusters Score -786692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -786694.500000 Penalty: 2895.721191
	Iteration 89Q: 3 clusters Score -786694.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -786695.000000 Penalty: 2895.721191
	Iteration 90Q: 3 clusters Score -786695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -786696.500000 Penalty: 2895.721191
	Iteration 91Q: 3 clusters Score -786696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -786696.500000 Penalty: 2895.721191
	Iteration 92Q: 3 clusters Score -786696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -786696.500000 Penalty: 2895.721191
	Iteration 93Q: 3 clusters Score -786696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -786697.812500 Penalty: 2895.721191
	Iteration 94Q: 3 clusters Score -786697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -786698.687500 Penalty: 2895.721191
	Iteration 95Q: 3 clusters Score -786698.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -786700.437500 Penalty: 2895.721191
	Iteration 96Q: 3 clusters Score -786700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -786700.187500 Penalty: 2895.721191
	Iteration 97Q: 3 clusters Score -786700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -786700.812500 Penalty: 2895.721191
	Iteration 98Q: 3 clusters Score -786700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -786702.375000 Penalty: 2895.721191
	Iteration 99Q: 3 clusters Score -786702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -786702.750000 Penalty: 2895.721191
	Iteration 100F: 3 clusters Score -786702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -786701.625000 Penalty: 2895.721191
	Iteration 101Q: 3 clusters Score -786701.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -786701.625000 Penalty: 2895.721191
	Iteration 102F: 3 clusters Score -786701.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -346659.031250 Penalty: 1314.441284
	Iteration 0F: 2 clusters Score -346659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -343779.531250 Penalty: 2628.882568
	Iteration 0F: 3 clusters Score -343779.5 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -344466.343750 Penalty: 2628.882568
	Iteration 1F: 3 clusters Score -344466.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -344584.156250 Penalty: 2628.882568
	Iteration 2F: 3 clusters Score -344584.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -344650.437500 Penalty: 2628.882568
	Iteration 3Q: 3 clusters Score -344650.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -344696.125000 Penalty: 2628.882568
	Iteration 4Q: 3 clusters Score -344696.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -344726.375000 Penalty: 2628.882568
	Iteration 5Q: 3 clusters Score -344726.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -344749.281250 Penalty: 2628.882568
	Iteration 6Q: 3 clusters Score -344749.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -344772.843750 Penalty: 2628.882568
	Iteration 7Q: 3 clusters Score -344772.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -344792.500000 Penalty: 2628.882568
	Iteration 8Q: 3 clusters Score -344792.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -344804.218750 Penalty: 2628.882568
	Iteration 9Q: 3 clusters Score -344804.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -344815.375000 Penalty: 2628.882568
	Iteration 10Q: 3 clusters Score -344815.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -344825.937500 Penalty: 2628.882568
	Iteration 11Q: 3 clusters Score -344825.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -344837.656250 Penalty: 2628.882568
	Iteration 12Q: 3 clusters Score -344837.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -344845.031250 Penalty: 2628.882568
	Iteration 13Q: 3 clusters Score -344845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -344854.187500 Penalty: 2628.882568
	Iteration 14Q: 3 clusters Score -344854.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -344863.625000 Penalty: 2628.882568
	Iteration 15Q: 3 clusters Score -344863.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -344878.062500 Penalty: 2628.882568
	Iteration 16Q: 3 clusters Score -344878.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -344894.937500 Penalty: 2628.882568
	Iteration 17Q: 3 clusters Score -344894.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -344909.718750 Penalty: 2628.882568
	Iteration 18Q: 3 clusters Score -344909.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -344924.875000 Penalty: 2628.882568
	Iteration 19Q: 3 clusters Score -344924.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -344940.437500 Penalty: 2628.882568
	Iteration 20F: 3 clusters Score -344940.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -344953.906250 Penalty: 2628.882568
	Iteration 21Q: 3 clusters Score -344953.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -344973.812500 Penalty: 2628.882568
	Iteration 22Q: 3 clusters Score -344973.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -344994.062500 Penalty: 2628.882568
	Iteration 23Q: 3 clusters Score -344994.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -345012.156250 Penalty: 2628.882568
	Iteration 24Q: 3 clusters Score -345012.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -345034.562500 Penalty: 2628.882568
	Iteration 25Q: 3 clusters Score -345034.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -345052.937500 Penalty: 2628.882568
	Iteration 26Q: 3 clusters Score -345052.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -345070.968750 Penalty: 2628.882568
	Iteration 27Q: 3 clusters Score -345071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -345088.000000 Penalty: 2628.882568
	Iteration 28Q: 3 clusters Score -345088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -345111.218750 Penalty: 2628.882568
	Iteration 29Q: 3 clusters Score -345111.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -345144.156250 Penalty: 2628.882568
	Iteration 30Q: 3 clusters Score -345144.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -345182.156250 Penalty: 2628.882568
	Iteration 31Q: 3 clusters Score -345182.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -345211.406250 Penalty: 2628.882568
	Iteration 32Q: 3 clusters Score -345211.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -345244.843750 Penalty: 2628.882568
	Iteration 33Q: 3 clusters Score -345244.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -345278.875000 Penalty: 2628.882568
	Iteration 34Q: 3 clusters Score -345278.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -345309.718750 Penalty: 2628.882568
	Iteration 35Q: 3 clusters Score -345309.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -345349.875000 Penalty: 2628.882568
	Iteration 36Q: 3 clusters Score -345349.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -345390.750000 Penalty: 2628.882568
	Iteration 37Q: 3 clusters Score -345390.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -345427.031250 Penalty: 2628.882568
	Iteration 38Q: 3 clusters Score -345427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -345456.406250 Penalty: 2628.882568
	Iteration 39Q: 3 clusters Score -345456.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -345480.750000 Penalty: 2628.882568
	Iteration 40F: 3 clusters Score -345480.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -345501.062500 Penalty: 2628.882568
	Iteration 41Q: 3 clusters Score -345501.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -345516.437500 Penalty: 2628.882568
	Iteration 42Q: 3 clusters Score -345516.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -345531.593750 Penalty: 2628.882568
	Iteration 43Q: 3 clusters Score -345531.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -345543.125000 Penalty: 2628.882568
	Iteration 44Q: 3 clusters Score -345543.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -345553.406250 Penalty: 2628.882568
	Iteration 45Q: 3 clusters Score -345553.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -345563.000000 Penalty: 2628.882568
	Iteration 46Q: 3 clusters Score -345563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -345573.093750 Penalty: 2628.882568
	Iteration 47Q: 3 clusters Score -345573.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -345586.656250 Penalty: 2628.882568
	Iteration 48Q: 3 clusters Score -345586.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -345599.062500 Penalty: 2628.882568
	Iteration 49Q: 3 clusters Score -345599.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -345610.281250 Penalty: 2628.882568
	Iteration 50Q: 3 clusters Score -345610.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -345620.468750 Penalty: 2628.882568
	Iteration 51Q: 3 clusters Score -345620.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -345624.750000 Penalty: 2628.882568
	Iteration 52Q: 3 clusters Score -345624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -345625.312500 Penalty: 2628.882568
	Iteration 53Q: 3 clusters Score -345625.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -345626.843750 Penalty: 2628.882568
	Iteration 54Q: 3 clusters Score -345626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -345632.093750 Penalty: 2628.882568
	Iteration 55Q: 3 clusters Score -345632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -345638.156250 Penalty: 2628.882568
	Iteration 56Q: 3 clusters Score -345638.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -345644.937500 Penalty: 2628.882568
	Iteration 57Q: 3 clusters Score -345644.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -345658.125000 Penalty: 2628.882568
	Iteration 58Q: 3 clusters Score -345658.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -345667.093750 Penalty: 2628.882568
	Iteration 59Q: 3 clusters Score -345667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -345671.718750 Penalty: 2628.882568
	Iteration 60F: 3 clusters Score -345671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -345674.656250 Penalty: 2628.882568
	Iteration 61Q: 3 clusters Score -345674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -345680.281250 Penalty: 2628.882568
	Iteration 62Q: 3 clusters Score -345680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -345683.062500 Penalty: 2628.882568
	Iteration 63Q: 3 clusters Score -345683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -345687.250000 Penalty: 2628.882568
	Iteration 64Q: 3 clusters Score -345687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -345688.500000 Penalty: 2628.882568
	Iteration 65Q: 3 clusters Score -345688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -345689.406250 Penalty: 2628.882568
	Iteration 66Q: 3 clusters Score -345689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -345689.156250 Penalty: 2628.882568
	Iteration 67Q: 3 clusters Score -345689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -345690.843750 Penalty: 2628.882568
	Iteration 68Q: 3 clusters Score -345690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -345695.468750 Penalty: 2628.882568
	Iteration 69Q: 3 clusters Score -345695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -345697.718750 Penalty: 2628.882568
	Iteration 70Q: 3 clusters Score -345697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -345701.906250 Penalty: 2628.882568
	Iteration 71Q: 3 clusters Score -345701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -345706.562500 Penalty: 2628.882568
	Iteration 72Q: 3 clusters Score -345706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -345708.375000 Penalty: 2628.882568
	Iteration 73Q: 3 clusters Score -345708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -345711.937500 Penalty: 2628.882568
	Iteration 74Q: 3 clusters Score -345711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -345714.562500 Penalty: 2628.882568
	Iteration 75Q: 3 clusters Score -345714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -345717.468750 Penalty: 2628.882568
	Iteration 76Q: 3 clusters Score -345717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -345718.562500 Penalty: 2628.882568
	Iteration 77Q: 3 clusters Score -345718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -345719.187500 Penalty: 2628.882568
	Iteration 78Q: 3 clusters Score -345719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -345719.187500 Penalty: 2628.882568
	Iteration 79F: 3 clusters Score -345719.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -42094.738281 Penalty: 975.631653
	Iteration 0F: 2 clusters Score -42094.74 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 218 members 
Entering Unmasked Estep 
Score: -41122.648438 Penalty: 1951.263306
	Iteration 0F: 3 clusters Score -41122.65 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41513.187500 Penalty: 1951.263306
	Iteration 1F: 3 clusters Score -41513.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41597.171875 Penalty: 1951.263306
	Iteration 2F: 3 clusters Score -41597.17 nChanged 21
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: -41679.761719 Penalty: 1951.263306
	Iteration 3F: 3 clusters Score -41679.76 nChanged 16
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: -41737.050781 Penalty: 1951.263306
	Iteration 4Q: 3 clusters Score -41737.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41782.496094 Penalty: 1951.263306
	Iteration 5Q: 3 clusters Score -41782.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41837.031250 Penalty: 1951.263306
	Iteration 6Q: 3 clusters Score -41837.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41901.382812 Penalty: 1951.263306
	Iteration 7Q: 3 clusters Score -41901.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -41956.878906 Penalty: 1951.263306
	Iteration 8Q: 3 clusters Score -41956.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41991.570312 Penalty: 1951.263306
	Iteration 9Q: 3 clusters Score -41991.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42038.734375 Penalty: 1951.263306
	Iteration 10Q: 3 clusters Score -42038.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -42063.308594 Penalty: 1951.263306
	Iteration 11Q: 3 clusters Score -42063.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -42091.660156 Penalty: 1951.263306
	Iteration 12Q: 3 clusters Score -42091.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -42103.003906 Penalty: 1951.263306
	Iteration 13Q: 3 clusters Score -42103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -42107.648438 Penalty: 1951.263306
	Iteration 14Q: 3 clusters Score -42107.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -42119.332031 Penalty: 1951.263306
	Iteration 15Q: 3 clusters Score -42119.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -42133.789062 Penalty: 1951.263306
	Iteration 16Q: 3 clusters Score -42133.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42158.437500 Penalty: 1951.263306
	Iteration 17Q: 3 clusters Score -42158.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -42166.312500 Penalty: 1951.263306
	Iteration 18Q: 3 clusters Score -42166.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -42185.566406 Penalty: 1951.263306
	Iteration 19Q: 3 clusters Score -42185.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -42191.500000 Penalty: 1951.263306
	Iteration 20F: 3 clusters Score -42191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25844 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73792 members 
Mstep: Class 17 contains 101 members 
Mstep: Class 18 contains 171228 members 
Mstep: Class 19 contains 13909 members 
Entering Unmasked Estep 
Score: -41701428.000000 Penalty: 39716.023438
Splitting cluster 9 changes total score from -41702444.000000 to -41701428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Entering Unmasked Estep 
Score: -494223.531250 Penalty: 1365.690308
	Iteration 0F: 2 clusters Score -494223.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -490541.875000 Penalty: 2731.380615
	Iteration 0F: 3 clusters Score -490541.9 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -491517.312500 Penalty: 2731.380615
	Iteration 1F: 3 clusters Score -491517.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -491675.312500 Penalty: 2731.380615
	Iteration 2F: 3 clusters Score -491675.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -491804.531250 Penalty: 2731.380615
	Iteration 3F: 3 clusters Score -491804.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -491914.718750 Penalty: 2731.380615
	Iteration 4Q: 3 clusters Score -491914.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -492021.125000 Penalty: 2731.380615
	Iteration 5Q: 3 clusters Score -492021.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -492112.343750 Penalty: 2731.380615
	Iteration 6Q: 3 clusters Score -492112.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -492192.906250 Penalty: 2731.380615
	Iteration 7Q: 3 clusters Score -492192.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -492263.156250 Penalty: 2731.380615
	Iteration 8Q: 3 clusters Score -492263.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -492358.906250 Penalty: 2731.380615
	Iteration 9Q: 3 clusters Score -492358.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -492467.625000 Penalty: 2731.380615
	Iteration 10Q: 3 clusters Score -492467.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -492578.281250 Penalty: 2731.380615
	Iteration 11Q: 3 clusters Score -492578.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -492691.031250 Penalty: 2731.380615
	Iteration 12Q: 3 clusters Score -492691 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -492784.312500 Penalty: 2731.380615
	Iteration 13Q: 3 clusters Score -492784.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -492873.468750 Penalty: 2731.380615
	Iteration 14Q: 3 clusters Score -492873.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -492946.656250 Penalty: 2731.380615
	Iteration 15Q: 3 clusters Score -492946.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -493007.281250 Penalty: 2731.380615
	Iteration 16Q: 3 clusters Score -493007.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -493046.375000 Penalty: 2731.380615
	Iteration 17Q: 3 clusters Score -493046.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -493076.281250 Penalty: 2731.380615
	Iteration 18Q: 3 clusters Score -493076.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -493097.781250 Penalty: 2731.380615
	Iteration 19Q: 3 clusters Score -493097.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -493114.750000 Penalty: 2731.380615
	Iteration 20F: 3 clusters Score -493114.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -493134.656250 Penalty: 2731.380615
	Iteration 21Q: 3 clusters Score -493134.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -493143.968750 Penalty: 2731.380615
	Iteration 22Q: 3 clusters Score -493144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -493149.906250 Penalty: 2731.380615
	Iteration 23Q: 3 clusters Score -493149.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -493154.906250 Penalty: 2731.380615
	Iteration 24Q: 3 clusters Score -493154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -493163.031250 Penalty: 2731.380615
	Iteration 25Q: 3 clusters Score -493163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -493171.687500 Penalty: 2731.380615
	Iteration 26Q: 3 clusters Score -493171.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -493177.687500 Penalty: 2731.380615
	Iteration 27Q: 3 clusters Score -493177.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -493181.343750 Penalty: 2731.380615
	Iteration 28Q: 3 clusters Score -493181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -493186.406250 Penalty: 2731.380615
	Iteration 29Q: 3 clusters Score -493186.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -493189.281250 Penalty: 2731.380615
	Iteration 30Q: 3 clusters Score -493189.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -493193.281250 Penalty: 2731.380615
	Iteration 31Q: 3 clusters Score -493193.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -493197.187500 Penalty: 2731.380615
	Iteration 32Q: 3 clusters Score -493197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -493198.937500 Penalty: 2731.380615
	Iteration 33Q: 3 clusters Score -493198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -493199.875000 Penalty: 2731.380615
	Iteration 34Q: 3 clusters Score -493199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -493200.625000 Penalty: 2731.380615
	Iteration 35Q: 3 clusters Score -493200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -493203.343750 Penalty: 2731.380615
	Iteration 36Q: 3 clusters Score -493203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -493205.812500 Penalty: 2731.380615
	Iteration 37Q: 3 clusters Score -493205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -493207.968750 Penalty: 2731.380615
	Iteration 38Q: 3 clusters Score -493208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -493207.968750 Penalty: 2731.380615
	Iteration 39Q: 3 clusters Score -493208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -493207.968750 Penalty: 2731.380615
	Iteration 40F: 3 clusters Score -493208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -1334258.250000 Penalty: 1524.427979
	Iteration 0F: 2 clusters Score -1334258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1325893.000000 Penalty: 3048.855957
	Iteration 0F: 3 clusters Score -1325893 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1328834.750000 Penalty: 3048.855957
	Iteration 1F: 3 clusters Score -1328835 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1329241.000000 Penalty: 3048.855957
	Iteration 2F: 3 clusters Score -1329241 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1329664.375000 Penalty: 3048.855957
	Iteration 3F: 3 clusters Score -1329664 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1330081.625000 Penalty: 3048.855957
	Iteration 4F: 3 clusters Score -1330082 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1330506.875000 Penalty: 3048.855957
	Iteration 5F: 3 clusters Score -1330507 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1330979.125000 Penalty: 3048.855957
	Iteration 6F: 3 clusters Score -1330979 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1331433.500000 Penalty: 3048.855957
	Iteration 7F: 3 clusters Score -1331434 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1331844.875000 Penalty: 3048.855957
	Iteration 8Q: 3 clusters Score -1331845 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1332226.500000 Penalty: 3048.855957
	Iteration 9Q: 3 clusters Score -1332226 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1332505.125000 Penalty: 3048.855957
	Iteration 10Q: 3 clusters Score -1332505 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1332692.625000 Penalty: 3048.855957
	Iteration 11Q: 3 clusters Score -1332693 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1332825.750000 Penalty: 3048.855957
	Iteration 12Q: 3 clusters Score -1332826 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1332905.875000 Penalty: 3048.855957
	Iteration 13Q: 3 clusters Score -1332906 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1332951.375000 Penalty: 3048.855957
	Iteration 14Q: 3 clusters Score -1332951 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1332981.750000 Penalty: 3048.855957
	Iteration 15Q: 3 clusters Score -1332982 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1332998.500000 Penalty: 3048.855957
	Iteration 16Q: 3 clusters Score -1332998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1333016.500000 Penalty: 3048.855957
	Iteration 17Q: 3 clusters Score -1333016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1333026.750000 Penalty: 3048.855957
	Iteration 18Q: 3 clusters Score -1333027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1333040.625000 Penalty: 3048.855957
	Iteration 19Q: 3 clusters Score -1333041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1333048.625000 Penalty: 3048.855957
	Iteration 20F: 3 clusters Score -1333049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1333057.750000 Penalty: 3048.855957
	Iteration 21Q: 3 clusters Score -1333058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1333064.500000 Penalty: 3048.855957
	Iteration 22Q: 3 clusters Score -1333064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1333070.250000 Penalty: 3048.855957
	Iteration 23Q: 3 clusters Score -1333070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1333076.250000 Penalty: 3048.855957
	Iteration 24Q: 3 clusters Score -1333076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1333080.500000 Penalty: 3048.855957
	Iteration 25Q: 3 clusters Score -1333080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1333091.375000 Penalty: 3048.855957
	Iteration 26Q: 3 clusters Score -1333091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1333095.250000 Penalty: 3048.855957
	Iteration 27Q: 3 clusters Score -1333095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1333105.750000 Penalty: 3048.855957
	Iteration 28Q: 3 clusters Score -1333106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1333116.875000 Penalty: 3048.855957
	Iteration 29Q: 3 clusters Score -1333117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1333130.750000 Penalty: 3048.855957
	Iteration 30Q: 3 clusters Score -1333131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1333150.500000 Penalty: 3048.855957
	Iteration 31Q: 3 clusters Score -1333150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1333161.750000 Penalty: 3048.855957
	Iteration 32Q: 3 clusters Score -1333162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1333171.375000 Penalty: 3048.855957
	Iteration 33Q: 3 clusters Score -1333171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1333184.250000 Penalty: 3048.855957
	Iteration 34Q: 3 clusters Score -1333184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1333198.500000 Penalty: 3048.855957
	Iteration 35Q: 3 clusters Score -1333198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1333217.500000 Penalty: 3048.855957
	Iteration 36Q: 3 clusters Score -1333218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1333233.375000 Penalty: 3048.855957
	Iteration 37Q: 3 clusters Score -1333233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1333250.750000 Penalty: 3048.855957
	Iteration 38Q: 3 clusters Score -1333251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1333276.375000 Penalty: 3048.855957
	Iteration 39Q: 3 clusters Score -1333276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1333298.125000 Penalty: 3048.855957
	Iteration 40F: 3 clusters Score -1333298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1333320.875000 Penalty: 3048.855957
	Iteration 41Q: 3 clusters Score -1333321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1333340.625000 Penalty: 3048.855957
	Iteration 42Q: 3 clusters Score -1333341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1333363.000000 Penalty: 3048.855957
	Iteration 43Q: 3 clusters Score -1333363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1333379.000000 Penalty: 3048.855957
	Iteration 44Q: 3 clusters Score -1333379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1333404.000000 Penalty: 3048.855957
	Iteration 45Q: 3 clusters Score -1333404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1333420.750000 Penalty: 3048.855957
	Iteration 46Q: 3 clusters Score -1333421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1333429.125000 Penalty: 3048.855957
	Iteration 47Q: 3 clusters Score -1333429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1333445.750000 Penalty: 3048.855957
	Iteration 48Q: 3 clusters Score -1333446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1333462.875000 Penalty: 3048.855957
	Iteration 49Q: 3 clusters Score -1333463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1333479.625000 Penalty: 3048.855957
	Iteration 50Q: 3 clusters Score -1333480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1333496.250000 Penalty: 3048.855957
	Iteration 51Q: 3 clusters Score -1333496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1333508.875000 Penalty: 3048.855957
	Iteration 52Q: 3 clusters Score -1333509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1333522.125000 Penalty: 3048.855957
	Iteration 53Q: 3 clusters Score -1333522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1333533.500000 Penalty: 3048.855957
	Iteration 54Q: 3 clusters Score -1333534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1333540.750000 Penalty: 3048.855957
	Iteration 55Q: 3 clusters Score -1333541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1333542.625000 Penalty: 3048.855957
	Iteration 56Q: 3 clusters Score -1333543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1333551.375000 Penalty: 3048.855957
	Iteration 57Q: 3 clusters Score -1333551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1333553.500000 Penalty: 3048.855957
	Iteration 58Q: 3 clusters Score -1333554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1333553.125000 Penalty: 3048.855957
	Iteration 59Q: 3 clusters Score -1333553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1333553.750000 Penalty: 3048.855957
	Iteration 60F: 3 clusters Score -1333554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -33230.953125 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -33230.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32275.474609 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -32275.47 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32424.810547 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -32424.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32462.607422 Penalty: 1922.765625
	Iteration 2Q: 3 clusters Score -32462.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32478.804688 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -32478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32481.546875 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -32481.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32484.525391 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -32484.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32485.677734 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -32485.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32487.226562 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -32487.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32487.226562 Penalty: 1922.765625
	Iteration 8F: 3 clusters Score -32487.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Entering Unmasked Estep 
Score: -947173.250000 Penalty: 1471.072021
	Iteration 0F: 2 clusters Score -947173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -940897.062500 Penalty: 2942.144043
	Iteration 0F: 3 clusters Score -940897.1 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -942933.187500 Penalty: 2942.144043
	Iteration 1F: 3 clusters Score -942933.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -943241.250000 Penalty: 2942.144043
	Iteration 2F: 3 clusters Score -943241.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -943528.375000 Penalty: 2942.144043
	Iteration 3F: 3 clusters Score -943528.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -943811.062500 Penalty: 2942.144043
	Iteration 4F: 3 clusters Score -943811.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -944092.750000 Penalty: 2942.144043
	Iteration 5F: 3 clusters Score -944092.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -944338.375000 Penalty: 2942.144043
	Iteration 6Q: 3 clusters Score -944338.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -944581.000000 Penalty: 2942.144043
	Iteration 7Q: 3 clusters Score -944581 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -944812.187500 Penalty: 2942.144043
	Iteration 8Q: 3 clusters Score -944812.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -945026.187500 Penalty: 2942.144043
	Iteration 9Q: 3 clusters Score -945026.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -945190.437500 Penalty: 2942.144043
	Iteration 10Q: 3 clusters Score -945190.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -945325.250000 Penalty: 2942.144043
	Iteration 11Q: 3 clusters Score -945325.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -945430.875000 Penalty: 2942.144043
	Iteration 12Q: 3 clusters Score -945430.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -945517.375000 Penalty: 2942.144043
	Iteration 13Q: 3 clusters Score -945517.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -945598.625000 Penalty: 2942.144043
	Iteration 14Q: 3 clusters Score -945598.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -945697.500000 Penalty: 2942.144043
	Iteration 15Q: 3 clusters Score -945697.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -945764.562500 Penalty: 2942.144043
	Iteration 16Q: 3 clusters Score -945764.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -945814.937500 Penalty: 2942.144043
	Iteration 17Q: 3 clusters Score -945814.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -945839.187500 Penalty: 2942.144043
	Iteration 18Q: 3 clusters Score -945839.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -945854.500000 Penalty: 2942.144043
	Iteration 19Q: 3 clusters Score -945854.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -945867.187500 Penalty: 2942.144043
	Iteration 20F: 3 clusters Score -945867.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -945876.812500 Penalty: 2942.144043
	Iteration 21Q: 3 clusters Score -945876.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -945880.875000 Penalty: 2942.144043
	Iteration 22Q: 3 clusters Score -945880.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -945884.000000 Penalty: 2942.144043
	Iteration 23Q: 3 clusters Score -945884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -945885.250000 Penalty: 2942.144043
	Iteration 24Q: 3 clusters Score -945885.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -945887.687500 Penalty: 2942.144043
	Iteration 25Q: 3 clusters Score -945887.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -945890.437500 Penalty: 2942.144043
	Iteration 26Q: 3 clusters Score -945890.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -945895.250000 Penalty: 2942.144043
	Iteration 27Q: 3 clusters Score -945895.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -945898.125000 Penalty: 2942.144043
	Iteration 28Q: 3 clusters Score -945898.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -945904.500000 Penalty: 2942.144043
	Iteration 29Q: 3 clusters Score -945904.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -945912.312500 Penalty: 2942.144043
	Iteration 30Q: 3 clusters Score -945912.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -945914.562500 Penalty: 2942.144043
	Iteration 31Q: 3 clusters Score -945914.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -945919.062500 Penalty: 2942.144043
	Iteration 32Q: 3 clusters Score -945919.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -945921.937500 Penalty: 2942.144043
	Iteration 33Q: 3 clusters Score -945921.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -945928.000000 Penalty: 2942.144043
	Iteration 34Q: 3 clusters Score -945928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -945935.062500 Penalty: 2942.144043
	Iteration 35Q: 3 clusters Score -945935.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -945942.250000 Penalty: 2942.144043
	Iteration 36Q: 3 clusters Score -945942.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -945953.500000 Penalty: 2942.144043
	Iteration 37Q: 3 clusters Score -945953.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -945962.750000 Penalty: 2942.144043
	Iteration 38Q: 3 clusters Score -945962.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -945974.937500 Penalty: 2942.144043
	Iteration 39Q: 3 clusters Score -945974.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -945995.875000 Penalty: 2942.144043
	Iteration 40F: 3 clusters Score -945995.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -946022.937500 Penalty: 2942.144043
	Iteration 41Q: 3 clusters Score -946022.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -946063.500000 Penalty: 2942.144043
	Iteration 42Q: 3 clusters Score -946063.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -946110.937500 Penalty: 2942.144043
	Iteration 43Q: 3 clusters Score -946110.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -946153.125000 Penalty: 2942.144043
	Iteration 44Q: 3 clusters Score -946153.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -946214.437500 Penalty: 2942.144043
	Iteration 45Q: 3 clusters Score -946214.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -946307.812500 Penalty: 2942.144043
	Iteration 46Q: 3 clusters Score -946307.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -946430.812500 Penalty: 2942.144043
	Iteration 47Q: 3 clusters Score -946430.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -946579.687500 Penalty: 2942.144043
	Iteration 48Q: 3 clusters Score -946579.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -946722.062500 Penalty: 2942.144043
	Iteration 49Q: 3 clusters Score -946722.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -946817.937500 Penalty: 2942.144043
	Iteration 50Q: 3 clusters Score -946817.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -946876.250000 Penalty: 2942.144043
	Iteration 51Q: 3 clusters Score -946876.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -946913.750000 Penalty: 2942.144043
	Iteration 52Q: 3 clusters Score -946913.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -946931.687500 Penalty: 2942.144043
	Iteration 53Q: 3 clusters Score -946931.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -946939.500000 Penalty: 2942.144043
	Iteration 54Q: 3 clusters Score -946939.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -946939.187500 Penalty: 2942.144043
	Iteration 55Q: 3 clusters Score -946939.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -946944.312500 Penalty: 2942.144043
	Iteration 56Q: 3 clusters Score -946944.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -946943.125000 Penalty: 2942.144043
	Iteration 57Q: 3 clusters Score -946943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -946944.500000 Penalty: 2942.144043
	Iteration 58Q: 3 clusters Score -946944.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -946944.500000 Penalty: 2942.144043
	Iteration 59Q: 3 clusters Score -946944.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -946963.875000 Penalty: 2942.144043
	Iteration 60F: 3 clusters Score -946963.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -946970.625000 Penalty: 2942.144043
	Iteration 61Q: 3 clusters Score -946970.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -946975.187500 Penalty: 2942.144043
	Iteration 62Q: 3 clusters Score -946975.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -946974.312500 Penalty: 2942.144043
	Iteration 63Q: 3 clusters Score -946974.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -946976.250000 Penalty: 2942.144043
	Iteration 64Q: 3 clusters Score -946976.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -946976.125000 Penalty: 2942.144043
	Iteration 65Q: 3 clusters Score -946976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -946977.687500 Penalty: 2942.144043
	Iteration 66Q: 3 clusters Score -946977.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -946979.187500 Penalty: 2942.144043
	Iteration 67Q: 3 clusters Score -946979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -946980.062500 Penalty: 2942.144043
	Iteration 68Q: 3 clusters Score -946980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -946980.562500 Penalty: 2942.144043
	Iteration 69Q: 3 clusters Score -946980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -946980.562500 Penalty: 2942.144043
	Iteration 70F: 3 clusters Score -946980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Entering Unmasked Estep 
Score: -1716443.750000 Penalty: 1566.125854
	Iteration 0F: 2 clusters Score -1716444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1705793.625000 Penalty: 3132.251709
	Iteration 0F: 3 clusters Score -1705794 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1709538.500000 Penalty: 3132.251709
	Iteration 1F: 3 clusters Score -1709538 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1709844.500000 Penalty: 3132.251709
	Iteration 2F: 3 clusters Score -1709844 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1710181.250000 Penalty: 3132.251709
	Iteration 3Q: 3 clusters Score -1710181 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1710626.250000 Penalty: 3132.251709
	Iteration 4F: 3 clusters Score -1710626 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1711140.000000 Penalty: 3132.251709
	Iteration 5F: 3 clusters Score -1711140 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1711778.125000 Penalty: 3132.251709
	Iteration 6F: 3 clusters Score -1711778 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1712454.125000 Penalty: 3132.251709
	Iteration 7F: 3 clusters Score -1712454 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1713090.375000 Penalty: 3132.251709
	Iteration 8F: 3 clusters Score -1713090 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1713736.000000 Penalty: 3132.251709
	Iteration 9F: 3 clusters Score -1713736 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1714341.625000 Penalty: 3132.251709
	Iteration 10Q: 3 clusters Score -1714342 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1714840.875000 Penalty: 3132.251709
	Iteration 11Q: 3 clusters Score -1714841 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1715355.750000 Penalty: 3132.251709
	Iteration 12Q: 3 clusters Score -1715356 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1715950.000000 Penalty: 3132.251709
	Iteration 13Q: 3 clusters Score -1715950 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1716278.750000 Penalty: 3132.251709
	Iteration 14Q: 3 clusters Score -1716279 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1716399.875000 Penalty: 3132.251709
	Iteration 15Q: 3 clusters Score -1716400 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1716452.250000 Penalty: 3132.251709
	Iteration 16Q: 3 clusters Score -1716452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1716465.250000 Penalty: 3132.251709
	Iteration 17Q: 3 clusters Score -1716465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1716469.750000 Penalty: 3132.251709
	Iteration 18Q: 3 clusters Score -1716470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1716472.125000 Penalty: 3132.251709
	Iteration 19Q: 3 clusters Score -1716472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1716476.625000 Penalty: 3132.251709
	Iteration 20F: 3 clusters Score -1716477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1716474.250000 Penalty: 3132.251709
	Iteration 21Q: 3 clusters Score -1716474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1716476.750000 Penalty: 3132.251709
	Iteration 22Q: 3 clusters Score -1716477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1716477.875000 Penalty: 3132.251709
	Iteration 23Q: 3 clusters Score -1716478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1716477.625000 Penalty: 3132.251709
	Iteration 24Q: 3 clusters Score -1716478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1716479.500000 Penalty: 3132.251709
	Iteration 25Q: 3 clusters Score -1716480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1716478.375000 Penalty: 3132.251709
	Iteration 26Q: 3 clusters Score -1716478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1716478.375000 Penalty: 3132.251709
	Iteration 27F: 3 clusters Score -1716478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 25844 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 8542 members 
Mstep: Class 14 contains 12362 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 73792 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 171228 members 
Mstep: Class 19 contains 13909 members 
Entering Unmasked Estep 
Score: -41701952.000000 Penalty: 39716.023438
Splitting cluster 14 changes total score from -41702444.000000 to -41701952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Entering Unmasked Estep 
Score: -897556.812500 Penalty: 1466.538696
	Iteration 0F: 2 clusters Score -897556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -891478.375000 Penalty: 2933.077393
	Iteration 0F: 3 clusters Score -891478.4 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -893634.875000 Penalty: 2933.077393
	Iteration 1F: 3 clusters Score -893634.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -894215.875000 Penalty: 2933.077393
	Iteration 2F: 3 clusters Score -894215.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -894798.437500 Penalty: 2933.077393
	Iteration 3F: 3 clusters Score -894798.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -895391.125000 Penalty: 2933.077393
	Iteration 4F: 3 clusters Score -895391.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -895906.187500 Penalty: 2933.077393
	Iteration 5F: 3 clusters Score -895906.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -896265.750000 Penalty: 2933.077393
	Iteration 6F: 3 clusters Score -896265.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -896504.125000 Penalty: 2933.077393
	Iteration 7Q: 3 clusters Score -896504.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -896662.500000 Penalty: 2933.077393
	Iteration 8Q: 3 clusters Score -896662.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -896797.125000 Penalty: 2933.077393
	Iteration 9Q: 3 clusters Score -896797.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -896910.062500 Penalty: 2933.077393
	Iteration 10Q: 3 clusters Score -896910.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -896997.312500 Penalty: 2933.077393
	Iteration 11Q: 3 clusters Score -896997.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -897068.562500 Penalty: 2933.077393
	Iteration 12Q: 3 clusters Score -897068.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -897117.937500 Penalty: 2933.077393
	Iteration 13Q: 3 clusters Score -897117.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -897176.625000 Penalty: 2933.077393
	Iteration 14Q: 3 clusters Score -897176.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -897217.750000 Penalty: 2933.077393
	Iteration 15Q: 3 clusters Score -897217.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -897255.937500 Penalty: 2933.077393
	Iteration 16Q: 3 clusters Score -897255.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -897280.875000 Penalty: 2933.077393
	Iteration 17Q: 3 clusters Score -897280.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -897303.312500 Penalty: 2933.077393
	Iteration 18Q: 3 clusters Score -897303.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -897312.125000 Penalty: 2933.077393
	Iteration 19Q: 3 clusters Score -897312.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -897326.125000 Penalty: 2933.077393
	Iteration 20F: 3 clusters Score -897326.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -897336.687500 Penalty: 2933.077393
	Iteration 21Q: 3 clusters Score -897336.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -897343.500000 Penalty: 2933.077393
	Iteration 22Q: 3 clusters Score -897343.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -897344.250000 Penalty: 2933.077393
	Iteration 23Q: 3 clusters Score -897344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -897345.000000 Penalty: 2933.077393
	Iteration 24Q: 3 clusters Score -897345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -897345.187500 Penalty: 2933.077393
	Iteration 25Q: 3 clusters Score -897345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -897345.187500 Penalty: 2933.077393
	Iteration 26F: 3 clusters Score -897345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Entering Unmasked Estep 
Score: -8227285.500000 Penalty: 1821.463379
	Iteration 0F: 2 clusters Score -8227286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -8177845.500000 Penalty: 3642.926758
	Iteration 0F: 3 clusters Score -8177846 nChanged 35090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -8198221.000000 Penalty: 3642.926758
	Iteration 1F: 3 clusters Score -8198221 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -8198877.000000 Penalty: 3642.926758
	Iteration 2Q: 3 clusters Score -8198877 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -8199694.500000 Penalty: 3642.926758
	Iteration 3Q: 3 clusters Score -8199694 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -8200834.000000 Penalty: 3642.926758
	Iteration 4Q: 3 clusters Score -8200834 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -8202583.000000 Penalty: 3642.926758
	Iteration 5Q: 3 clusters Score -8202583 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -8205205.500000 Penalty: 3642.926758
	Iteration 6F: 3 clusters Score -8205206 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -8208757.500000 Penalty: 3642.926758
	Iteration 7F: 3 clusters Score -8208758 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -8212846.500000 Penalty: 3642.926758
	Iteration 8F: 3 clusters Score -8212846 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -8216304.000000 Penalty: 3642.926758
	Iteration 9F: 3 clusters Score -8216304 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -8218375.000000 Penalty: 3642.926758
	Iteration 10Q: 3 clusters Score -8218375 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -8219502.000000 Penalty: 3642.926758
	Iteration 11Q: 3 clusters Score -8219502 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -8220117.500000 Penalty: 3642.926758
	Iteration 12Q: 3 clusters Score -8220118 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -8220582.000000 Penalty: 3642.926758
	Iteration 13Q: 3 clusters Score -8220582 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -8220975.500000 Penalty: 3642.926758
	Iteration 14Q: 3 clusters Score -8220976 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -8221361.000000 Penalty: 3642.926758
	Iteration 15Q: 3 clusters Score -8221361 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -8221760.000000 Penalty: 3642.926758
	Iteration 16Q: 3 clusters Score -8221760 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -8222188.500000 Penalty: 3642.926758
	Iteration 17Q: 3 clusters Score -8222188 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -8222572.000000 Penalty: 3642.926758
	Iteration 18Q: 3 clusters Score -8222572 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -8222927.000000 Penalty: 3642.926758
	Iteration 19Q: 3 clusters Score -8222927 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -8223336.000000 Penalty: 3642.926758
	Iteration 20F: 3 clusters Score -8223336 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -8223768.500000 Penalty: 3642.926758
	Iteration 21Q: 3 clusters Score -8223768 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -8224090.500000 Penalty: 3642.926758
	Iteration 22Q: 3 clusters Score -8224090 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -8224417.500000 Penalty: 3642.926758
	Iteration 23Q: 3 clusters Score -8224418 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8224707.500000 Penalty: 3642.926758
	Iteration 24Q: 3 clusters Score -8224708 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -8224951.500000 Penalty: 3642.926758
	Iteration 25Q: 3 clusters Score -8224952 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -8225108.000000 Penalty: 3642.926758
	Iteration 26Q: 3 clusters Score -8225108 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -8225283.500000 Penalty: 3642.926758
	Iteration 27Q: 3 clusters Score -8225284 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -8225376.500000 Penalty: 3642.926758
	Iteration 28Q: 3 clusters Score -8225376 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -8225469.500000 Penalty: 3642.926758
	Iteration 29Q: 3 clusters Score -8225470 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -8225559.000000 Penalty: 3642.926758
	Iteration 30Q: 3 clusters Score -8225559 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -8225624.500000 Penalty: 3642.926758
	Iteration 31Q: 3 clusters Score -8225624 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -8225662.000000 Penalty: 3642.926758
	Iteration 32Q: 3 clusters Score -8225662 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -8225699.000000 Penalty: 3642.926758
	Iteration 33Q: 3 clusters Score -8225699 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -8225748.000000 Penalty: 3642.926758
	Iteration 34Q: 3 clusters Score -8225748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -8225765.000000 Penalty: 3642.926758
	Iteration 35Q: 3 clusters Score -8225765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -8225781.000000 Penalty: 3642.926758
	Iteration 36Q: 3 clusters Score -8225781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -8225803.500000 Penalty: 3642.926758
	Iteration 37Q: 3 clusters Score -8225804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -8225815.000000 Penalty: 3642.926758
	Iteration 38Q: 3 clusters Score -8225815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -8225820.000000 Penalty: 3642.926758
	Iteration 39Q: 3 clusters Score -8225820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -8225834.500000 Penalty: 3642.926758
	Iteration 40F: 3 clusters Score -8225834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -8225848.000000 Penalty: 3642.926758
	Iteration 41Q: 3 clusters Score -8225848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -8225855.000000 Penalty: 3642.926758
	Iteration 42Q: 3 clusters Score -8225855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -8225864.500000 Penalty: 3642.926758
	Iteration 43Q: 3 clusters Score -8225864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -8225876.000000 Penalty: 3642.926758
	Iteration 44Q: 3 clusters Score -8225876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -8225873.500000 Penalty: 3642.926758
	Iteration 45Q: 3 clusters Score -8225874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -8225883.000000 Penalty: 3642.926758
	Iteration 46Q: 3 clusters Score -8225883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -8225895.500000 Penalty: 3642.926758
	Iteration 47Q: 3 clusters Score -8225896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -8225901.000000 Penalty: 3642.926758
	Iteration 48Q: 3 clusters Score -8225901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -8225900.000000 Penalty: 3642.926758
	Iteration 49Q: 3 clusters Score -8225900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 72285 members 
Entering Unmasked Estep 
Score: -8225917.500000 Penalty: 3642.926758
	Iteration 50Q: 3 clusters Score -8225918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -8225913.500000 Penalty: 3642.926758
	Iteration 51Q: 3 clusters Score -8225914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -8225909.500000 Penalty: 3642.926758
	Iteration 52Q: 3 clusters Score -8225910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -8225913.500000 Penalty: 3642.926758
	Iteration 53Q: 3 clusters Score -8225914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 72303 members 
Entering Unmasked Estep 
Score: -8225912.500000 Penalty: 3642.926758
	Iteration 54Q: 3 clusters Score -8225912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -8225922.000000 Penalty: 3642.926758
	Iteration 55Q: 3 clusters Score -8225922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -8225921.000000 Penalty: 3642.926758
	Iteration 56Q: 3 clusters Score -8225921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -8225921.000000 Penalty: 3642.926758
	Iteration 57Q: 3 clusters Score -8225921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -8225921.000000 Penalty: 3642.926758
	Iteration 58F: 3 clusters Score -8225921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (171228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171228 members 
Entering Unmasked Estep 
Score: -18779144.000000 Penalty: 1958.247192
	Iteration 0F: 2 clusters Score -1.877914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -18678688.000000 Penalty: 3916.494385
	Iteration 0F: 3 clusters Score -1.867869e+07 nChanged 82652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83802 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -18727670.000000 Penalty: 3916.494385
	Iteration 1F: 3 clusters Score -1.872767e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -18728970.000000 Penalty: 3916.494385
	Iteration 2Q: 3 clusters Score -1.872897e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -18730754.000000 Penalty: 3916.494385
	Iteration 3Q: 3 clusters Score -1.873075e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -18733836.000000 Penalty: 3916.494385
	Iteration 4Q: 3 clusters Score -1.873384e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -18738638.000000 Penalty: 3916.494385
	Iteration 5F: 3 clusters Score -1.873864e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -18745882.000000 Penalty: 3916.494385
	Iteration 6F: 3 clusters Score -1.874588e+07 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -18754318.000000 Penalty: 3916.494385
	Iteration 7F: 3 clusters Score -1.875432e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -18759226.000000 Penalty: 3916.494385
	Iteration 8F: 3 clusters Score -1.875923e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -18760822.000000 Penalty: 3916.494385
	Iteration 9Q: 3 clusters Score -1.876082e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -18761072.000000 Penalty: 3916.494385
	Iteration 10Q: 3 clusters Score -1.876107e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 94307 members 
Entering Unmasked Estep 
Score: -18761216.000000 Penalty: 3916.494385
	Iteration 11Q: 3 clusters Score -1.876122e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 93856 members 
Entering Unmasked Estep 
Score: -18761158.000000 Penalty: 3916.494385
	Iteration 12Q: 3 clusters Score -1.876116e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -18761102.000000 Penalty: 3916.494385
	Iteration 13Q: 3 clusters Score -1.87611e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 92884 members 
Entering Unmasked Estep 
Score: -18761110.000000 Penalty: 3916.494385
	Iteration 14Q: 3 clusters Score -1.876111e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 92312 members 
Entering Unmasked Estep 
Score: -18761150.000000 Penalty: 3916.494385
	Iteration 15Q: 3 clusters Score -1.876115e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -18761222.000000 Penalty: 3916.494385
	Iteration 16Q: 3 clusters Score -1.876122e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -18761280.000000 Penalty: 3916.494385
	Iteration 17Q: 3 clusters Score -1.876128e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -18761260.000000 Penalty: 3916.494385
	Iteration 18Q: 3 clusters Score -1.876126e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -18761286.000000 Penalty: 3916.494385
	Iteration 19Q: 3 clusters Score -1.876129e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -18761334.000000 Penalty: 3916.494385
	Iteration 20F: 3 clusters Score -1.876133e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -18761344.000000 Penalty: 3916.494385
	Iteration 21Q: 3 clusters Score -1.876134e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -18761458.000000 Penalty: 3916.494385
	Iteration 22Q: 3 clusters Score -1.876146e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -18761446.000000 Penalty: 3916.494385
	Iteration 23Q: 3 clusters Score -1.876145e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84903 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -18761476.000000 Penalty: 3916.494385
	Iteration 24Q: 3 clusters Score -1.876148e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -18761532.000000 Penalty: 3916.494385
	Iteration 25Q: 3 clusters Score -1.876153e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -18761498.000000 Penalty: 3916.494385
	Iteration 26Q: 3 clusters Score -1.87615e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -18761472.000000 Penalty: 3916.494385
	Iteration 27Q: 3 clusters Score -1.876147e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -18761520.000000 Penalty: 3916.494385
	Iteration 28Q: 3 clusters Score -1.876152e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -18761494.000000 Penalty: 3916.494385
	Iteration 29Q: 3 clusters Score -1.876149e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -18761472.000000 Penalty: 3916.494385
	Iteration 30Q: 3 clusters Score -1.876147e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -18761428.000000 Penalty: 3916.494385
	Iteration 31Q: 3 clusters Score -1.876143e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96727 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -18761426.000000 Penalty: 3916.494385
	Iteration 32Q: 3 clusters Score -1.876143e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -18761390.000000 Penalty: 3916.494385
	Iteration 33Q: 3 clusters Score -1.876139e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -18761504.000000 Penalty: 3916.494385
	Iteration 34Q: 3 clusters Score -1.87615e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106756 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -18761644.000000 Penalty: 3916.494385
	Iteration 35Q: 3 clusters Score -1.876164e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110505 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -18761726.000000 Penalty: 3916.494385
	Iteration 36Q: 3 clusters Score -1.876173e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -18761946.000000 Penalty: 3916.494385
	Iteration 37Q: 3 clusters Score -1.876195e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117797 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -18762118.000000 Penalty: 3916.494385
	Iteration 38Q: 3 clusters Score -1.876212e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121023 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -18762370.000000 Penalty: 3916.494385
	Iteration 39Q: 3 clusters Score -1.876237e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123997 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -18762814.000000 Penalty: 3916.494385
	Iteration 40F: 3 clusters Score -1.876281e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126853 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -18763096.000000 Penalty: 3916.494385
	Iteration 41Q: 3 clusters Score -1.87631e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -18763604.000000 Penalty: 3916.494385
	Iteration 42Q: 3 clusters Score -1.87636e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131731 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -18763730.000000 Penalty: 3916.494385
	Iteration 43Q: 3 clusters Score -1.876373e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134008 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -18764256.000000 Penalty: 3916.494385
	Iteration 44Q: 3 clusters Score -1.876426e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136106 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -18764522.000000 Penalty: 3916.494385
	Iteration 45Q: 3 clusters Score -1.876452e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138023 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -18764724.000000 Penalty: 3916.494385
	Iteration 46Q: 3 clusters Score -1.876472e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139824 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -18765006.000000 Penalty: 3916.494385
	Iteration 47Q: 3 clusters Score -1.876501e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -18765274.000000 Penalty: 3916.494385
	Iteration 48Q: 3 clusters Score -1.876527e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143187 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -18765632.000000 Penalty: 3916.494385
	Iteration 49Q: 3 clusters Score -1.876563e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144731 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -18766120.000000 Penalty: 3916.494385
	Iteration 50Q: 3 clusters Score -1.876612e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146237 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -18766424.000000 Penalty: 3916.494385
	Iteration 51Q: 3 clusters Score -1.876642e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147660 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -18766912.000000 Penalty: 3916.494385
	Iteration 52Q: 3 clusters Score -1.876691e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149045 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -18767228.000000 Penalty: 3916.494385
	Iteration 53Q: 3 clusters Score -1.876723e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150371 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -18767566.000000 Penalty: 3916.494385
	Iteration 54Q: 3 clusters Score -1.876757e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151707 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -18768020.000000 Penalty: 3916.494385
	Iteration 55Q: 3 clusters Score -1.876802e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152996 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -18768426.000000 Penalty: 3916.494385
	Iteration 56Q: 3 clusters Score -1.876843e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154175 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -18768740.000000 Penalty: 3916.494385
	Iteration 57Q: 3 clusters Score -1.876874e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155323 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -18769136.000000 Penalty: 3916.494385
	Iteration 58Q: 3 clusters Score -1.876914e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156401 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -18769642.000000 Penalty: 3916.494385
	Iteration 59Q: 3 clusters Score -1.876964e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -18770106.000000 Penalty: 3916.494385
	Iteration 60F: 3 clusters Score -1.877011e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158533 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -18770490.000000 Penalty: 3916.494385
	Iteration 61Q: 3 clusters Score -1.877049e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -18771012.000000 Penalty: 3916.494385
	Iteration 62Q: 3 clusters Score -1.877101e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160399 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -18771516.000000 Penalty: 3916.494385
	Iteration 63Q: 3 clusters Score -1.877152e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -18771930.000000 Penalty: 3916.494385
	Iteration 64Q: 3 clusters Score -1.877193e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162017 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -18772318.000000 Penalty: 3916.494385
	Iteration 65Q: 3 clusters Score -1.877232e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162688 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -18772594.000000 Penalty: 3916.494385
	Iteration 66Q: 3 clusters Score -1.877259e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163350 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -18772910.000000 Penalty: 3916.494385
	Iteration 67Q: 3 clusters Score -1.877291e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163971 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -18773278.000000 Penalty: 3916.494385
	Iteration 68Q: 3 clusters Score -1.877328e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -18773500.000000 Penalty: 3916.494385
	Iteration 69Q: 3 clusters Score -1.87735e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165060 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -18773742.000000 Penalty: 3916.494385
	Iteration 70Q: 3 clusters Score -1.877374e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165570 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -18774086.000000 Penalty: 3916.494385
	Iteration 71Q: 3 clusters Score -1.877409e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166003 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -18774458.000000 Penalty: 3916.494385
	Iteration 72Q: 3 clusters Score -1.877446e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166375 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -18774650.000000 Penalty: 3916.494385
	Iteration 73Q: 3 clusters Score -1.877465e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166723 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -18774896.000000 Penalty: 3916.494385
	Iteration 74Q: 3 clusters Score -1.87749e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167039 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -18775108.000000 Penalty: 3916.494385
	Iteration 75Q: 3 clusters Score -1.877511e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167348 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -18775336.000000 Penalty: 3916.494385
	Iteration 76Q: 3 clusters Score -1.877534e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167607 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -18775526.000000 Penalty: 3916.494385
	Iteration 77Q: 3 clusters Score -1.877553e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167851 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -18775660.000000 Penalty: 3916.494385
	Iteration 78Q: 3 clusters Score -1.877566e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -18775848.000000 Penalty: 3916.494385
	Iteration 79Q: 3 clusters Score -1.877585e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168295 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -18775990.000000 Penalty: 3916.494385
	Iteration 80F: 3 clusters Score -1.877599e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168477 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -18776094.000000 Penalty: 3916.494385
	Iteration 81Q: 3 clusters Score -1.877609e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168637 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -18776172.000000 Penalty: 3916.494385
	Iteration 82Q: 3 clusters Score -1.877617e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168773 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -18776220.000000 Penalty: 3916.494385
	Iteration 83Q: 3 clusters Score -1.877622e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168892 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -18776304.000000 Penalty: 3916.494385
	Iteration 84Q: 3 clusters Score -1.87763e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -18776412.000000 Penalty: 3916.494385
	Iteration 85Q: 3 clusters Score -1.877641e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -18776442.000000 Penalty: 3916.494385
	Iteration 86Q: 3 clusters Score -1.877644e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -18776476.000000 Penalty: 3916.494385
	Iteration 87Q: 3 clusters Score -1.877648e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169249 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -18776530.000000 Penalty: 3916.494385
	Iteration 88Q: 3 clusters Score -1.877653e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169312 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -18776556.000000 Penalty: 3916.494385
	Iteration 89Q: 3 clusters Score -1.877656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169356 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -18776568.000000 Penalty: 3916.494385
	Iteration 90Q: 3 clusters Score -1.877657e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169395 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18776622.000000 Penalty: 3916.494385
	Iteration 91Q: 3 clusters Score -1.877662e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169436 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -18776646.000000 Penalty: 3916.494385
	Iteration 92Q: 3 clusters Score -1.877665e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169465 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -18776674.000000 Penalty: 3916.494385
	Iteration 93Q: 3 clusters Score -1.877667e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -18776676.000000 Penalty: 3916.494385
	Iteration 94Q: 3 clusters Score -1.877668e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169520 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -18776682.000000 Penalty: 3916.494385
	Iteration 95Q: 3 clusters Score -1.877668e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169548 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -18776720.000000 Penalty: 3916.494385
	Iteration 96Q: 3 clusters Score -1.877672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169568 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -18776732.000000 Penalty: 3916.494385
	Iteration 97Q: 3 clusters Score -1.877673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -18776736.000000 Penalty: 3916.494385
	Iteration 98Q: 3 clusters Score -1.877674e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169603 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -18776746.000000 Penalty: 3916.494385
	Iteration 99Q: 3 clusters Score -1.877675e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -18776776.000000 Penalty: 3916.494385
	Iteration 100F: 3 clusters Score -1.877678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -18776782.000000 Penalty: 3916.494385
	Iteration 101Q: 3 clusters Score -1.877678e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169675 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -18776818.000000 Penalty: 3916.494385
	Iteration 102Q: 3 clusters Score -1.877682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169701 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -18776834.000000 Penalty: 3916.494385
	Iteration 103Q: 3 clusters Score -1.877683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169722 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -18776846.000000 Penalty: 3916.494385
	Iteration 104Q: 3 clusters Score -1.877685e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -18776846.000000 Penalty: 3916.494385
	Iteration 105Q: 3 clusters Score -1.877685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169758 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -18776876.000000 Penalty: 3916.494385
	Iteration 106Q: 3 clusters Score -1.877688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169768 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -18776890.000000 Penalty: 3916.494385
	Iteration 107Q: 3 clusters Score -1.877689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -18776892.000000 Penalty: 3916.494385
	Iteration 108Q: 3 clusters Score -1.877689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169798 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -18776916.000000 Penalty: 3916.494385
	Iteration 109Q: 3 clusters Score -1.877692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -18776932.000000 Penalty: 3916.494385
	Iteration 110Q: 3 clusters Score -1.877693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169824 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -18776956.000000 Penalty: 3916.494385
	Iteration 111Q: 3 clusters Score -1.877696e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169842 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -18776966.000000 Penalty: 3916.494385
	Iteration 112Q: 3 clusters Score -1.877697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -18776986.000000 Penalty: 3916.494385
	Iteration 113Q: 3 clusters Score -1.877699e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169865 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -18776992.000000 Penalty: 3916.494385
	Iteration 114Q: 3 clusters Score -1.877699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -18777002.000000 Penalty: 3916.494385
	Iteration 115Q: 3 clusters Score -1.8777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169890 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -18777026.000000 Penalty: 3916.494385
	Iteration 116Q: 3 clusters Score -1.877703e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169899 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -18777026.000000 Penalty: 3916.494385
	Iteration 117Q: 3 clusters Score -1.877703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169903 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -18777038.000000 Penalty: 3916.494385
	Iteration 118Q: 3 clusters Score -1.877704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169913 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -18777048.000000 Penalty: 3916.494385
	Iteration 119Q: 3 clusters Score -1.877705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169918 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -18777036.000000 Penalty: 3916.494385
	Iteration 120F: 3 clusters Score -1.877704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169923 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -18777044.000000 Penalty: 3916.494385
	Iteration 121Q: 3 clusters Score -1.877704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169930 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -18777032.000000 Penalty: 3916.494385
	Iteration 122Q: 3 clusters Score -1.877703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169937 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -18777052.000000 Penalty: 3916.494385
	Iteration 123Q: 3 clusters Score -1.877705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169942 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -18777056.000000 Penalty: 3916.494385
	Iteration 124Q: 3 clusters Score -1.877706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169944 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -18777060.000000 Penalty: 3916.494385
	Iteration 125Q: 3 clusters Score -1.877706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -18777050.000000 Penalty: 3916.494385
	Iteration 126Q: 3 clusters Score -1.877705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169949 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -18777054.000000 Penalty: 3916.494385
	Iteration 127Q: 3 clusters Score -1.877705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -18777060.000000 Penalty: 3916.494385
	Iteration 128Q: 3 clusters Score -1.877706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169946 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -18777060.000000 Penalty: 3916.494385
	Iteration 129Q: 3 clusters Score -1.877706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169946 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -18777060.000000 Penalty: 3916.494385
	Iteration 130F: 3 clusters Score -1.877706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Entering Unmasked Estep 
Score: -1485498.125000 Penalty: 1550.297363
	Iteration 0F: 2 clusters Score -1485498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1475792.125000 Penalty: 3100.594727
	Iteration 0F: 3 clusters Score -1475792 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1479281.750000 Penalty: 3100.594727
	Iteration 1F: 3 clusters Score -1479282 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1479647.500000 Penalty: 3100.594727
	Iteration 2F: 3 clusters Score -1479648 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1480013.125000 Penalty: 3100.594727
	Iteration 3F: 3 clusters Score -1480013 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1480385.250000 Penalty: 3100.594727
	Iteration 4F: 3 clusters Score -1480385 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1480703.750000 Penalty: 3100.594727
	Iteration 5Q: 3 clusters Score -1480704 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1480971.875000 Penalty: 3100.594727
	Iteration 6Q: 3 clusters Score -1480972 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1481222.500000 Penalty: 3100.594727
	Iteration 7Q: 3 clusters Score -1481222 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1481472.375000 Penalty: 3100.594727
	Iteration 8Q: 3 clusters Score -1481472 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1481737.500000 Penalty: 3100.594727
	Iteration 9Q: 3 clusters Score -1481738 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1481978.375000 Penalty: 3100.594727
	Iteration 10Q: 3 clusters Score -1481978 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1482287.375000 Penalty: 3100.594727
	Iteration 11Q: 3 clusters Score -1482287 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1482628.625000 Penalty: 3100.594727
	Iteration 12Q: 3 clusters Score -1482629 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1482945.750000 Penalty: 3100.594727
	Iteration 13Q: 3 clusters Score -1482946 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1483222.000000 Penalty: 3100.594727
	Iteration 14Q: 3 clusters Score -1483222 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1483424.375000 Penalty: 3100.594727
	Iteration 15Q: 3 clusters Score -1483424 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1483579.250000 Penalty: 3100.594727
	Iteration 16Q: 3 clusters Score -1483579 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1483682.625000 Penalty: 3100.594727
	Iteration 17Q: 3 clusters Score -1483683 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1483776.875000 Penalty: 3100.594727
	Iteration 18Q: 3 clusters Score -1483777 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1483863.375000 Penalty: 3100.594727
	Iteration 19Q: 3 clusters Score -1483863 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1483954.000000 Penalty: 3100.594727
	Iteration 20F: 3 clusters Score -1483954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1484003.000000 Penalty: 3100.594727
	Iteration 21Q: 3 clusters Score -1484003 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1484047.125000 Penalty: 3100.594727
	Iteration 22Q: 3 clusters Score -1484047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1484086.250000 Penalty: 3100.594727
	Iteration 23Q: 3 clusters Score -1484086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1484130.375000 Penalty: 3100.594727
	Iteration 24Q: 3 clusters Score -1484130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1484163.250000 Penalty: 3100.594727
	Iteration 25Q: 3 clusters Score -1484163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1484183.875000 Penalty: 3100.594727
	Iteration 26Q: 3 clusters Score -1484184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1484201.750000 Penalty: 3100.594727
	Iteration 27Q: 3 clusters Score -1484202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1484216.875000 Penalty: 3100.594727
	Iteration 28Q: 3 clusters Score -1484217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1484222.000000 Penalty: 3100.594727
	Iteration 29Q: 3 clusters Score -1484222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1484230.750000 Penalty: 3100.594727
	Iteration 30Q: 3 clusters Score -1484231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1484239.125000 Penalty: 3100.594727
	Iteration 31Q: 3 clusters Score -1484239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1484247.875000 Penalty: 3100.594727
	Iteration 32Q: 3 clusters Score -1484248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1484251.000000 Penalty: 3100.594727
	Iteration 33Q: 3 clusters Score -1484251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1484254.375000 Penalty: 3100.594727
	Iteration 34Q: 3 clusters Score -1484254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1484258.750000 Penalty: 3100.594727
	Iteration 35Q: 3 clusters Score -1484259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1484262.500000 Penalty: 3100.594727
	Iteration 36Q: 3 clusters Score -1484262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1484264.750000 Penalty: 3100.594727
	Iteration 37Q: 3 clusters Score -1484265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1484265.625000 Penalty: 3100.594727
	Iteration 38Q: 3 clusters Score -1484266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1484267.750000 Penalty: 3100.594727
	Iteration 39Q: 3 clusters Score -1484268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1484267.375000 Penalty: 3100.594727
	Iteration 40F: 3 clusters Score -1484267 nChanged 0
--- Evaluating fit on full set of 1157882 points ---
Entering Unmasked Estep 
Score: -125195632.000000 Penalty: 40839.152344
20->19 Clusters: Score -125195632.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 385960 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 19077 members 
Mstep: Class 3 contains 19403 members 
Mstep: Class 4 contains 19343 members 
Mstep: Class 5 contains 19352 members 
Mstep: Class 6 contains 19364 members 
Mstep: Class 7 contains 19245 members 
Mstep: Class 8 contains 19268 members 
Mstep: Class 9 contains 19117 members 
Mstep: Class 10 contains 19489 members 
Mstep: Class 11 contains 19204 members 
Mstep: Class 12 contains 19330 members 
Mstep: Class 13 contains 19226 members 
Mstep: Class 14 contains 19500 members 
Mstep: Class 15 contains 19420 members 
Mstep: Class 16 contains 19132 members 
Mstep: Class 17 contains 19360 members 
Mstep: Class 18 contains 19216 members 
Mstep: Class 19 contains 19147 members 
Mstep: Class 20 contains 19423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 478.226746 but Gain 2090.316406
Score: -40307900.000000 Penalty: 39716.023438
Iteration 0F: 20 clusters Score -4.03079e+07 nChanged 364851
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 11857 members 
Mstep: Class 3 contains 27051 members 
Mstep: Class 4 contains 8377 members 
Mstep: Class 5 contains 10359 members 
Mstep: Class 6 contains 19030 members 
Mstep: Class 8 contains 13969 members 
Mstep: Class 9 contains 40361 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 35146 members 
Mstep: Class 12 contains 21809 members 
Mstep: Class 13 contains 11190 members 
Mstep: Class 14 contains 44176 members 
Mstep: Class 15 contains 24581 members 
Mstep: Class 16 contains 29249 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 14172 members 
Mstep: Class 19 contains 44023 members 
Mstep: Class 20 contains 10140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41201120.000000 Penalty: 39716.023438
Iteration 1F: 20 clusters Score -4.120112e+07 nChanged 138972
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 9448 members 
Mstep: Class 3 contains 29372 members 
Mstep: Class 4 contains 6671 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 12244 members 
Mstep: Class 8 contains 12713 members 
Mstep: Class 9 contains 49277 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 34246 members 
Mstep: Class 12 contains 19823 members 
Mstep: Class 13 contains 7097 members 
Mstep: Class 14 contains 62742 members 
Mstep: Class 15 contains 22706 members 
Mstep: Class 16 contains 25364 members 
Mstep: Class 17 contains 4730 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 51428 members 
Mstep: Class 20 contains 7967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41372388.000000 Penalty: 39716.023438
Iteration 2F: 20 clusters Score -4.137239e+07 nChanged 86551
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 26931 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 8954 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 52155 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 33945 members 
Mstep: Class 12 contains 17083 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 72751 members 
Mstep: Class 15 contains 26226 members 
Mstep: Class 16 contains 22471 members 
Mstep: Class 17 contains 4006 members 
Mstep: Class 18 contains 7043 members 
Mstep: Class 19 contains 58969 members 
Mstep: Class 20 contains 7361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41455680.000000 Penalty: 39716.023438
Iteration 3F: 20 clusters Score -4.145568e+07 nChanged 64944
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 6712 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 8 contains 11855 members 
Mstep: Class 9 contains 52582 members 
Mstep: Class 10 contains 3459 members 
Mstep: Class 11 contains 33392 members 
Mstep: Class 12 contains 14019 members 
Mstep: Class 13 contains 4251 members 
Mstep: Class 14 contains 78804 members 
Mstep: Class 15 contains 31303 members 
Mstep: Class 16 contains 19749 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 68043 members 
Mstep: Class 20 contains 7318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41512200.000000 Penalty: 39716.023438
Iteration 4F: 20 clusters Score -4.15122e+07 nChanged 53149
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 22014 members 
Mstep: Class 4 contains 6944 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 6 contains 5762 members 
Mstep: Class 8 contains 10786 members 
Mstep: Class 9 contains 51072 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 32880 members 
Mstep: Class 12 contains 11024 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 82299 members 
Mstep: Class 15 contains 35073 members 
Mstep: Class 16 contains 16922 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 3636 members 
Mstep: Class 19 contains 78724 members 
Mstep: Class 20 contains 7207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1680.067505 but Gain 2090.316406
Score: -41555428.000000 Penalty: 37625.707031
Iteration 5F: 19 clusters Score -4.155543e+07 nChanged 46108
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 7300 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 8 contains 9904 members 
Mstep: Class 9 contains 48252 members 
Mstep: Class 10 contains 1905 members 
Mstep: Class 11 contains 32267 members 
Mstep: Class 12 contains 8557 members 
Mstep: Class 13 contains 3938 members 
Mstep: Class 14 contains 84075 members 
Mstep: Class 15 contains 37948 members 
Mstep: Class 16 contains 14174 members 
Mstep: Class 18 contains 3128 members 
Mstep: Class 19 contains 90584 members 
Mstep: Class 20 contains 7041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1570.658936 but Gain 2090.316406
Score: -41590688.000000 Penalty: 35535.390625
Iteration 6F: 18 clusters Score -4.159069e+07 nChanged 38554
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 20583 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 8 contains 9310 members 
Mstep: Class 9 contains 44193 members 
Mstep: Class 11 contains 31209 members 
Mstep: Class 12 contains 6157 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 14 contains 84467 members 
Mstep: Class 15 contains 39478 members 
Mstep: Class 16 contains 11761 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 103209 members 
Mstep: Class 20 contains 6763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41616396.000000 Penalty: 35535.390625
Iteration 7F: 18 clusters Score -4.16164e+07 nChanged 31506
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 20810 members 
Mstep: Class 4 contains 7890 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 39252 members 
Mstep: Class 11 contains 29373 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 4201 members 
Mstep: Class 14 contains 83594 members 
Mstep: Class 15 contains 39318 members 
Mstep: Class 16 contains 9792 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 116515 members 
Mstep: Class 20 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41633408.000000 Penalty: 35535.390625
Iteration 8F: 18 clusters Score -4.163341e+07 nChanged 27726
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 21308 members 
Mstep: Class 4 contains 8084 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 8 contains 7999 members 
Mstep: Class 9 contains 33392 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 82328 members 
Mstep: Class 15 contains 37942 members 
Mstep: Class 16 contains 8501 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 130755 members 
Mstep: Class 20 contains 6129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1664.591797 but Gain 2090.320312
Score: -41646392.000000 Penalty: 33445.070312
Iteration 9F: 17 clusters Score -4.164639e+07 nChanged 25454
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 21940 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 8 contains 7589 members 
Mstep: Class 9 contains 27775 members 
Mstep: Class 11 contains 24365 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 81153 members 
Mstep: Class 15 contains 36422 members 
Mstep: Class 16 contains 7699 members 
Mstep: Class 18 contains 2701 members 
Mstep: Class 19 contains 144849 members 
Mstep: Class 20 contains 6107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41657604.000000 Penalty: 33445.070312
Iteration 10F: 17 clusters Score -4.16576e+07 nChanged 18776
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 22501 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 23375 members 
Mstep: Class 11 contains 21958 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 80262 members 
Mstep: Class 15 contains 34101 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 154956 members 
Mstep: Class 20 contains 6092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41663864.000000 Penalty: 33445.070312
Iteration 11Q: 17 clusters Score -4.166386e+07 nChanged 14673
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 23080 members 
Mstep: Class 4 contains 8315 members 
Mstep: Class 5 contains 3075 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 8 contains 7069 members 
Mstep: Class 9 contains 20184 members 
Mstep: Class 11 contains 19903 members 
Mstep: Class 13 contains 4832 members 
Mstep: Class 14 contains 79640 members 
Mstep: Class 15 contains 32241 members 
Mstep: Class 16 contains 7005 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 162285 members 
Mstep: Class 20 contains 6160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667844.000000 Penalty: 33445.070312
Iteration 12Q: 17 clusters Score -4.166784e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 23603 members 
Mstep: Class 4 contains 8329 members 
Mstep: Class 5 contains 3199 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 8 contains 7000 members 
Mstep: Class 9 contains 17769 members 
Mstep: Class 11 contains 18290 members 
Mstep: Class 13 contains 4849 members 
Mstep: Class 14 contains 79250 members 
Mstep: Class 15 contains 30932 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 167414 members 
Mstep: Class 20 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670644.000000 Penalty: 33445.070312
Iteration 13Q: 17 clusters Score -4.167064e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 24087 members 
Mstep: Class 4 contains 8332 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 16061 members 
Mstep: Class 11 contains 16974 members 
Mstep: Class 13 contains 4864 members 
Mstep: Class 14 contains 79047 members 
Mstep: Class 15 contains 29951 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 170802 members 
Mstep: Class 20 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41672488.000000 Penalty: 33445.070312
Iteration 14Q: 17 clusters Score -4.167249e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 24565 members 
Mstep: Class 4 contains 8331 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 14722 members 
Mstep: Class 11 contains 16020 members 
Mstep: Class 13 contains 4881 members 
Mstep: Class 14 contains 79038 members 
Mstep: Class 15 contains 29299 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 172884 members 
Mstep: Class 20 contains 6471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674088.000000 Penalty: 33445.070312
Iteration 15Q: 17 clusters Score -4.167409e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 24960 members 
Mstep: Class 4 contains 8296 members 
Mstep: Class 5 contains 3530 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 8 contains 7199 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 11 contains 15294 members 
Mstep: Class 13 contains 4897 members 
Mstep: Class 14 contains 79040 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 6661 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 174126 members 
Mstep: Class 20 contains 6593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41675252.000000 Penalty: 33445.070312
Iteration 16Q: 17 clusters Score -4.167525e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 25291 members 
Mstep: Class 4 contains 8252 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 11 contains 14708 members 
Mstep: Class 13 contains 4912 members 
Mstep: Class 14 contains 79064 members 
Mstep: Class 15 contains 28565 members 
Mstep: Class 16 contains 6595 members 
Mstep: Class 18 contains 4508 members 
Mstep: Class 19 contains 174914 members 
Mstep: Class 20 contains 6705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41676668.000000 Penalty: 33445.070312
Iteration 17Q: 17 clusters Score -4.167667e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 25486 members 
Mstep: Class 4 contains 8206 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 11 contains 14243 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 79106 members 
Mstep: Class 15 contains 28350 members 
Mstep: Class 16 contains 6571 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 175248 members 
Mstep: Class 20 contains 6862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41678096.000000 Penalty: 33445.070312
Iteration 18Q: 17 clusters Score -4.16781e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 25569 members 
Mstep: Class 4 contains 8157 members 
Mstep: Class 5 contains 3663 members 
Mstep: Class 6 contains 1793 members 
Mstep: Class 8 contains 7459 members 
Mstep: Class 9 contains 12278 members 
Mstep: Class 11 contains 13878 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 79076 members 
Mstep: Class 15 contains 28199 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 18 contains 5171 members 
Mstep: Class 19 contains 175362 members 
Mstep: Class 20 contains 7024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41678892.000000 Penalty: 33445.070312
Iteration 19Q: 17 clusters Score -4.167889e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5373 members 
Mstep: Class 3 contains 25525 members 
Mstep: Class 4 contains 8104 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 8 contains 7470 members 
Mstep: Class 9 contains 12217 members 
Mstep: Class 11 contains 13592 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 78977 members 
Mstep: Class 15 contains 28081 members 
Mstep: Class 16 contains 6571 members 
Mstep: Class 18 contains 5515 members 
Mstep: Class 19 contains 175323 members 
Mstep: Class 20 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41680424.000000 Penalty: 33445.070312
Iteration 20F: 17 clusters Score -4.168042e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 25330 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 8 contains 7446 members 
Mstep: Class 9 contains 12255 members 
Mstep: Class 11 contains 13362 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 78825 members 
Mstep: Class 15 contains 27971 members 
Mstep: Class 16 contains 6628 members 
Mstep: Class 18 contains 5914 members 
Mstep: Class 19 contains 175321 members 
Mstep: Class 20 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41682036.000000 Penalty: 33445.070312
Iteration 21Q: 17 clusters Score -4.168204e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5756 members 
Mstep: Class 3 contains 25049 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 8 contains 7415 members 
Mstep: Class 9 contains 12472 members 
Mstep: Class 11 contains 13165 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 78661 members 
Mstep: Class 15 contains 27897 members 
Mstep: Class 16 contains 6653 members 
Mstep: Class 18 contains 6298 members 
Mstep: Class 19 contains 175229 members 
Mstep: Class 20 contains 7452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41683464.000000 Penalty: 33445.070312
Iteration 22Q: 17 clusters Score -4.168346e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5934 members 
Mstep: Class 3 contains 24674 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 8 contains 7346 members 
Mstep: Class 9 contains 12792 members 
Mstep: Class 11 contains 12987 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 78365 members 
Mstep: Class 15 contains 27854 members 
Mstep: Class 16 contains 6747 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 175166 members 
Mstep: Class 20 contains 7562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41684692.000000 Penalty: 33445.070312
Iteration 23Q: 17 clusters Score -4.168469e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 24280 members 
Mstep: Class 4 contains 7943 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 9 contains 13252 members 
Mstep: Class 11 contains 12837 members 
Mstep: Class 13 contains 4911 members 
Mstep: Class 14 contains 77919 members 
Mstep: Class 15 contains 27827 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 175095 members 
Mstep: Class 20 contains 7669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685928.000000 Penalty: 33445.070312
Iteration 24Q: 17 clusters Score -4.168593e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6248 members 
Mstep: Class 3 contains 23875 members 
Mstep: Class 4 contains 7911 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 8 contains 7231 members 
Mstep: Class 9 contains 13779 members 
Mstep: Class 11 contains 12720 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 77391 members 
Mstep: Class 15 contains 27815 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 175079 members 
Mstep: Class 20 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686816.000000 Penalty: 33445.070312
Iteration 25Q: 17 clusters Score -4.168682e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6358 members 
Mstep: Class 3 contains 23494 members 
Mstep: Class 4 contains 7887 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 8 contains 7175 members 
Mstep: Class 9 contains 14368 members 
Mstep: Class 11 contains 12611 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 76814 members 
Mstep: Class 15 contains 27807 members 
Mstep: Class 16 contains 6803 members 
Mstep: Class 18 contains 8089 members 
Mstep: Class 19 contains 175054 members 
Mstep: Class 20 contains 7841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687848.000000 Penalty: 33445.070312
Iteration 26Q: 17 clusters Score -4.168785e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6441 members 
Mstep: Class 3 contains 23174 members 
Mstep: Class 4 contains 7858 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 8 contains 7112 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 11 contains 12510 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 76234 members 
Mstep: Class 15 contains 27758 members 
Mstep: Class 16 contains 6773 members 
Mstep: Class 18 contains 8538 members 
Mstep: Class 19 contains 175156 members 
Mstep: Class 20 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688360.000000 Penalty: 33445.070312
Iteration 27Q: 17 clusters Score -4.168836e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 22941 members 
Mstep: Class 4 contains 7812 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 15306 members 
Mstep: Class 11 contains 12426 members 
Mstep: Class 13 contains 4881 members 
Mstep: Class 14 contains 75634 members 
Mstep: Class 15 contains 27698 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 18 contains 8988 members 
Mstep: Class 19 contains 175262 members 
Mstep: Class 20 contains 7966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688864.000000 Penalty: 33445.070312
Iteration 28Q: 17 clusters Score -4.168886e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6582 members 
Mstep: Class 3 contains 22751 members 
Mstep: Class 4 contains 7785 members 
Mstep: Class 5 contains 4243 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 8 contains 6988 members 
Mstep: Class 9 contains 15667 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 75005 members 
Mstep: Class 15 contains 27649 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 18 contains 9407 members 
Mstep: Class 19 contains 175452 members 
Mstep: Class 20 contains 8016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689332.000000 Penalty: 33445.070312
Iteration 29Q: 17 clusters Score -4.168933e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 22578 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 1574 members 
Mstep: Class 8 contains 6939 members 
Mstep: Class 9 contains 16022 members 
Mstep: Class 11 contains 12314 members 
Mstep: Class 13 contains 4864 members 
Mstep: Class 14 contains 74320 members 
Mstep: Class 15 contains 27613 members 
Mstep: Class 16 contains 6584 members 
Mstep: Class 18 contains 9804 members 
Mstep: Class 19 contains 175683 members 
Mstep: Class 20 contains 8069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689468.000000 Penalty: 33445.070312
Iteration 30Q: 17 clusters Score -4.168947e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 22457 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 4278 members 
Mstep: Class 6 contains 1556 members 
Mstep: Class 8 contains 6876 members 
Mstep: Class 9 contains 16333 members 
Mstep: Class 11 contains 12278 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 73614 members 
Mstep: Class 15 contains 27584 members 
Mstep: Class 16 contains 6508 members 
Mstep: Class 18 contains 10171 members 
Mstep: Class 19 contains 175941 members 
Mstep: Class 20 contains 8121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689708.000000 Penalty: 33445.070312
Iteration 31Q: 17 clusters Score -4.168971e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6780 members 
Mstep: Class 3 contains 22391 members 
Mstep: Class 4 contains 7698 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 1541 members 
Mstep: Class 8 contains 6809 members 
Mstep: Class 9 contains 16574 members 
Mstep: Class 11 contains 12254 members 
Mstep: Class 13 contains 4850 members 
Mstep: Class 14 contains 72961 members 
Mstep: Class 15 contains 27570 members 
Mstep: Class 16 contains 6463 members 
Mstep: Class 18 contains 10510 members 
Mstep: Class 19 contains 176176 members 
Mstep: Class 20 contains 8163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689968.000000 Penalty: 33445.070312
Iteration 32Q: 17 clusters Score -4.168997e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 22317 members 
Mstep: Class 4 contains 7676 members 
Mstep: Class 5 contains 4310 members 
Mstep: Class 6 contains 1532 members 
Mstep: Class 8 contains 6737 members 
Mstep: Class 9 contains 16794 members 
Mstep: Class 11 contains 12237 members 
Mstep: Class 13 contains 4852 members 
Mstep: Class 14 contains 72301 members 
Mstep: Class 15 contains 27543 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 18 contains 10775 members 
Mstep: Class 19 contains 176493 members 
Mstep: Class 20 contains 8203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690120.000000 Penalty: 33445.070312
Iteration 33Q: 17 clusters Score -4.169012e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6901 members 
Mstep: Class 3 contains 22247 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 8 contains 6668 members 
Mstep: Class 9 contains 16977 members 
Mstep: Class 11 contains 12223 members 
Mstep: Class 13 contains 4854 members 
Mstep: Class 14 contains 71724 members 
Mstep: Class 15 contains 27529 members 
Mstep: Class 16 contains 6392 members 
Mstep: Class 18 contains 10988 members 
Mstep: Class 19 contains 176790 members 
Mstep: Class 20 contains 8235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689944.000000 Penalty: 33445.070312
Iteration 34Q: 17 clusters Score -4.168994e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 22196 members 
Mstep: Class 4 contains 7628 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 8 contains 6619 members 
Mstep: Class 9 contains 17140 members 
Mstep: Class 11 contains 12205 members 
Mstep: Class 13 contains 4845 members 
Mstep: Class 14 contains 71248 members 
Mstep: Class 15 contains 27515 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 18 contains 11176 members 
Mstep: Class 19 contains 177015 members 
Mstep: Class 20 contains 8273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690004.000000 Penalty: 33445.070312
Iteration 35Q: 17 clusters Score -4.169e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7015 members 
Mstep: Class 3 contains 22140 members 
Mstep: Class 4 contains 7611 members 
Mstep: Class 5 contains 4359 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 8 contains 6562 members 
Mstep: Class 9 contains 17285 members 
Mstep: Class 11 contains 12184 members 
Mstep: Class 13 contains 4825 members 
Mstep: Class 14 contains 70792 members 
Mstep: Class 15 contains 27490 members 
Mstep: Class 16 contains 6330 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 177304 members 
Mstep: Class 20 contains 8303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690136.000000 Penalty: 33445.070312
Iteration 36Q: 17 clusters Score -4.169014e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 22083 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 4368 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 17408 members 
Mstep: Class 11 contains 12176 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 14 contains 70415 members 
Mstep: Class 15 contains 27480 members 
Mstep: Class 16 contains 6304 members 
Mstep: Class 18 contains 11433 members 
Mstep: Class 19 contains 177524 members 
Mstep: Class 20 contains 8329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690124.000000 Penalty: 33445.070312
Iteration 37Q: 17 clusters Score -4.169012e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7128 members 
Mstep: Class 3 contains 22046 members 
Mstep: Class 4 contains 7583 members 
Mstep: Class 5 contains 4373 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 8 contains 6473 members 
Mstep: Class 9 contains 17492 members 
Mstep: Class 11 contains 12176 members 
Mstep: Class 13 contains 4805 members 
Mstep: Class 14 contains 70078 members 
Mstep: Class 15 contains 27469 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 177722 members 
Mstep: Class 20 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690124.000000 Penalty: 33445.070312
Iteration 38Q: 17 clusters Score -4.169012e+07 nChanged 799
Entering ConstructFrom: 
Score: -41690124.000000 Penalty: 33445.070312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -82944.914062 Penalty: 1106.468872
	Iteration 0F: 2 clusters Score -82944.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81689.460938 Penalty: 2212.937744
	Iteration 0F: 3 clusters Score -81689.46 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -82069.882812 Penalty: 2212.937744
	Iteration 1F: 3 clusters Score -82069.88 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -82240.679688 Penalty: 2212.937744
	Iteration 2F: 3 clusters Score -82240.68 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -82378.320312 Penalty: 2212.937744
	Iteration 3F: 3 clusters Score -82378.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -82507.781250 Penalty: 2212.937744
	Iteration 4F: 3 clusters Score -82507.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -82684.335938 Penalty: 2212.937744
	Iteration 5Q: 3 clusters Score -82684.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -82814.234375 Penalty: 2212.937744
	Iteration 6Q: 3 clusters Score -82814.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82894.578125 Penalty: 2212.937744
	Iteration 7Q: 3 clusters Score -82894.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -82956.382812 Penalty: 2212.937744
	Iteration 8Q: 3 clusters Score -82956.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -82982.101562 Penalty: 2212.937744
	Iteration 9Q: 3 clusters Score -82982.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -82990.648438 Penalty: 2212.937744
	Iteration 10Q: 3 clusters Score -82990.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -83001.242188 Penalty: 2212.937744
	Iteration 11Q: 3 clusters Score -83001.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -83020.734375 Penalty: 2212.937744
	Iteration 12Q: 3 clusters Score -83020.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -83035.148438 Penalty: 2212.937744
	Iteration 13Q: 3 clusters Score -83035.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -83039.492188 Penalty: 2212.937744
	Iteration 14Q: 3 clusters Score -83039.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -83042.546875 Penalty: 2212.937744
	Iteration 15Q: 3 clusters Score -83042.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -83043.851562 Penalty: 2212.937744
	Iteration 16F: 3 clusters Score -83043.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -83069.750000 Penalty: 2212.937744
	Iteration 17Q: 3 clusters Score -83069.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -83075.984375 Penalty: 2212.937744
	Iteration 18Q: 3 clusters Score -83075.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -83080.960938 Penalty: 2212.937744
	Iteration 19Q: 3 clusters Score -83080.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -83083.875000 Penalty: 2212.937744
	Iteration 20F: 3 clusters Score -83083.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -83086.468750 Penalty: 2212.937744
	Iteration 21Q: 3 clusters Score -83086.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -83086.468750 Penalty: 2212.937744
	Iteration 22F: 3 clusters Score -83086.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 3 contains 21989 members 
Mstep: Class 4 contains 7585 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 6414 members 
Mstep: Class 9 contains 17578 members 
Mstep: Class 11 contains 12172 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 69775 members 
Mstep: Class 15 contains 27450 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 18 contains 11626 members 
Mstep: Class 19 contains 177915 members 
Mstep: Class 20 contains 8390 members 
Entering Unmasked Estep 
Score: -41689084.000000 Penalty: 35535.390625
Splitting cluster 1 changes total score from -41690124.000000 to -41689084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -781688.062500 Penalty: 1442.733154
	Iteration 0F: 2 clusters Score -781688.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -776287.562500 Penalty: 2885.466309
	Iteration 0F: 3 clusters Score -776287.6 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -777941.437500 Penalty: 2885.466309
	Iteration 1F: 3 clusters Score -777941.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -778165.562500 Penalty: 2885.466309
	Iteration 2F: 3 clusters Score -778165.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -778375.187500 Penalty: 2885.466309
	Iteration 3F: 3 clusters Score -778375.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -778604.500000 Penalty: 2885.466309
	Iteration 4F: 3 clusters Score -778604.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -778830.250000 Penalty: 2885.466309
	Iteration 5F: 3 clusters Score -778830.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -779015.625000 Penalty: 2885.466309
	Iteration 6Q: 3 clusters Score -779015.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -779192.875000 Penalty: 2885.466309
	Iteration 7Q: 3 clusters Score -779192.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -779340.125000 Penalty: 2885.466309
	Iteration 8Q: 3 clusters Score -779340.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -779459.375000 Penalty: 2885.466309
	Iteration 9Q: 3 clusters Score -779459.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -779543.000000 Penalty: 2885.466309
	Iteration 10Q: 3 clusters Score -779543 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -779617.812500 Penalty: 2885.466309
	Iteration 11Q: 3 clusters Score -779617.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -779687.750000 Penalty: 2885.466309
	Iteration 12Q: 3 clusters Score -779687.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -779745.500000 Penalty: 2885.466309
	Iteration 13Q: 3 clusters Score -779745.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -779795.812500 Penalty: 2885.466309
	Iteration 14Q: 3 clusters Score -779795.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -779865.437500 Penalty: 2885.466309
	Iteration 15Q: 3 clusters Score -779865.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -779917.562500 Penalty: 2885.466309
	Iteration 16Q: 3 clusters Score -779917.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -779957.000000 Penalty: 2885.466309
	Iteration 17Q: 3 clusters Score -779957 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -780006.125000 Penalty: 2885.466309
	Iteration 18Q: 3 clusters Score -780006.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -780049.437500 Penalty: 2885.466309
	Iteration 19Q: 3 clusters Score -780049.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -780083.562500 Penalty: 2885.466309
	Iteration 20F: 3 clusters Score -780083.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -780119.375000 Penalty: 2885.466309
	Iteration 21Q: 3 clusters Score -780119.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -780148.375000 Penalty: 2885.466309
	Iteration 22Q: 3 clusters Score -780148.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -780181.312500 Penalty: 2885.466309
	Iteration 23Q: 3 clusters Score -780181.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -780211.062500 Penalty: 2885.466309
	Iteration 24Q: 3 clusters Score -780211.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -780221.250000 Penalty: 2885.466309
	Iteration 25Q: 3 clusters Score -780221.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -780232.000000 Penalty: 2885.466309
	Iteration 26Q: 3 clusters Score -780232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -780242.562500 Penalty: 2885.466309
	Iteration 27Q: 3 clusters Score -780242.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -780250.625000 Penalty: 2885.466309
	Iteration 28Q: 3 clusters Score -780250.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -780261.562500 Penalty: 2885.466309
	Iteration 29Q: 3 clusters Score -780261.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -780264.812500 Penalty: 2885.466309
	Iteration 30Q: 3 clusters Score -780264.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -780271.437500 Penalty: 2885.466309
	Iteration 31Q: 3 clusters Score -780271.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -780279.062500 Penalty: 2885.466309
	Iteration 32Q: 3 clusters Score -780279.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -780287.812500 Penalty: 2885.466309
	Iteration 33Q: 3 clusters Score -780287.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -780298.937500 Penalty: 2885.466309
	Iteration 34Q: 3 clusters Score -780298.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -780311.812500 Penalty: 2885.466309
	Iteration 35Q: 3 clusters Score -780311.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -780326.625000 Penalty: 2885.466309
	Iteration 36Q: 3 clusters Score -780326.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -780342.250000 Penalty: 2885.466309
	Iteration 37Q: 3 clusters Score -780342.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -780361.375000 Penalty: 2885.466309
	Iteration 38Q: 3 clusters Score -780361.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -780376.062500 Penalty: 2885.466309
	Iteration 39Q: 3 clusters Score -780376.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -780392.812500 Penalty: 2885.466309
	Iteration 40F: 3 clusters Score -780392.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -780405.687500 Penalty: 2885.466309
	Iteration 41Q: 3 clusters Score -780405.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -780418.000000 Penalty: 2885.466309
	Iteration 42Q: 3 clusters Score -780418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -780426.500000 Penalty: 2885.466309
	Iteration 43Q: 3 clusters Score -780426.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -780429.812500 Penalty: 2885.466309
	Iteration 44Q: 3 clusters Score -780429.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -780433.625000 Penalty: 2885.466309
	Iteration 45Q: 3 clusters Score -780433.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -780440.687500 Penalty: 2885.466309
	Iteration 46Q: 3 clusters Score -780440.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -780441.750000 Penalty: 2885.466309
	Iteration 47Q: 3 clusters Score -780441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -780446.625000 Penalty: 2885.466309
	Iteration 48Q: 3 clusters Score -780446.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -780448.500000 Penalty: 2885.466309
	Iteration 49Q: 3 clusters Score -780448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -780450.187500 Penalty: 2885.466309
	Iteration 50Q: 3 clusters Score -780450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -780452.812500 Penalty: 2885.466309
	Iteration 51Q: 3 clusters Score -780452.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -780457.125000 Penalty: 2885.466309
	Iteration 52Q: 3 clusters Score -780457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -780457.875000 Penalty: 2885.466309
	Iteration 53Q: 3 clusters Score -780457.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -780458.312500 Penalty: 2885.466309
	Iteration 54Q: 3 clusters Score -780458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -780457.437500 Penalty: 2885.466309
	Iteration 55Q: 3 clusters Score -780457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -780460.250000 Penalty: 2885.466309
	Iteration 56Q: 3 clusters Score -780460.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -780460.875000 Penalty: 2885.466309
	Iteration 57Q: 3 clusters Score -780460.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -780465.187500 Penalty: 2885.466309
	Iteration 58Q: 3 clusters Score -780465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -780467.062500 Penalty: 2885.466309
	Iteration 59Q: 3 clusters Score -780467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -780470.000000 Penalty: 2885.466309
	Iteration 60F: 3 clusters Score -780470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -780471.250000 Penalty: 2885.466309
	Iteration 61Q: 3 clusters Score -780471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -780470.875000 Penalty: 2885.466309
	Iteration 62Q: 3 clusters Score -780470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -780470.875000 Penalty: 2885.466309
	Iteration 63F: 3 clusters Score -780470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Entering Unmasked Estep 
Score: -2469992.500000 Penalty: 1624.723389
	Iteration 0F: 2 clusters Score -2469992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2455053.250000 Penalty: 3249.446777
	Iteration 0F: 3 clusters Score -2455053 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2460682.250000 Penalty: 3249.446777
	Iteration 1F: 3 clusters Score -2460682 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2461181.500000 Penalty: 3249.446777
	Iteration 2F: 3 clusters Score -2461182 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2461730.250000 Penalty: 3249.446777
	Iteration 3F: 3 clusters Score -2461730 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2462339.750000 Penalty: 3249.446777
	Iteration 4F: 3 clusters Score -2462340 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2463041.250000 Penalty: 3249.446777
	Iteration 5F: 3 clusters Score -2463041 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2463793.250000 Penalty: 3249.446777
	Iteration 6F: 3 clusters Score -2463793 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2464690.500000 Penalty: 3249.446777
	Iteration 7F: 3 clusters Score -2464690 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2465665.000000 Penalty: 3249.446777
	Iteration 8F: 3 clusters Score -2465665 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2466342.500000 Penalty: 3249.446777
	Iteration 9Q: 3 clusters Score -2466342 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2466751.250000 Penalty: 3249.446777
	Iteration 10Q: 3 clusters Score -2466751 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2467033.250000 Penalty: 3249.446777
	Iteration 11Q: 3 clusters Score -2467033 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2467244.500000 Penalty: 3249.446777
	Iteration 12Q: 3 clusters Score -2467244 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2467402.750000 Penalty: 3249.446777
	Iteration 13Q: 3 clusters Score -2467403 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2467510.500000 Penalty: 3249.446777
	Iteration 14Q: 3 clusters Score -2467510 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2467611.750000 Penalty: 3249.446777
	Iteration 15Q: 3 clusters Score -2467612 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2467687.500000 Penalty: 3249.446777
	Iteration 16Q: 3 clusters Score -2467688 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2467745.750000 Penalty: 3249.446777
	Iteration 17Q: 3 clusters Score -2467746 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2467810.000000 Penalty: 3249.446777
	Iteration 18Q: 3 clusters Score -2467810 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2467876.750000 Penalty: 3249.446777
	Iteration 19Q: 3 clusters Score -2467877 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2467963.750000 Penalty: 3249.446777
	Iteration 20F: 3 clusters Score -2467964 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2468064.750000 Penalty: 3249.446777
	Iteration 21Q: 3 clusters Score -2468065 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2468162.750000 Penalty: 3249.446777
	Iteration 22Q: 3 clusters Score -2468163 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2468265.000000 Penalty: 3249.446777
	Iteration 23Q: 3 clusters Score -2468265 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2468374.500000 Penalty: 3249.446777
	Iteration 24Q: 3 clusters Score -2468374 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2468502.750000 Penalty: 3249.446777
	Iteration 25Q: 3 clusters Score -2468503 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2468657.500000 Penalty: 3249.446777
	Iteration 26Q: 3 clusters Score -2468658 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2468811.750000 Penalty: 3249.446777
	Iteration 27Q: 3 clusters Score -2468812 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2468979.750000 Penalty: 3249.446777
	Iteration 28Q: 3 clusters Score -2468980 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2469148.250000 Penalty: 3249.446777
	Iteration 29Q: 3 clusters Score -2469148 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2469306.750000 Penalty: 3249.446777
	Iteration 30Q: 3 clusters Score -2469307 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2469446.000000 Penalty: 3249.446777
	Iteration 31Q: 3 clusters Score -2469446 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2469551.750000 Penalty: 3249.446777
	Iteration 32Q: 3 clusters Score -2469552 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2469629.750000 Penalty: 3249.446777
	Iteration 33Q: 3 clusters Score -2469630 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2469699.750000 Penalty: 3249.446777
	Iteration 34Q: 3 clusters Score -2469700 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2469766.500000 Penalty: 3249.446777
	Iteration 35Q: 3 clusters Score -2469766 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2469839.000000 Penalty: 3249.446777
	Iteration 36Q: 3 clusters Score -2469839 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2469901.750000 Penalty: 3249.446777
	Iteration 37Q: 3 clusters Score -2469902 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2469957.250000 Penalty: 3249.446777
	Iteration 38Q: 3 clusters Score -2469957 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2469997.250000 Penalty: 3249.446777
	Iteration 39Q: 3 clusters Score -2469997 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2470064.250000 Penalty: 3249.446777
	Iteration 40F: 3 clusters Score -2470064 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2470097.000000 Penalty: 3249.446777
	Iteration 41Q: 3 clusters Score -2470097 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2470127.500000 Penalty: 3249.446777
	Iteration 42Q: 3 clusters Score -2470128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2470153.250000 Penalty: 3249.446777
	Iteration 43Q: 3 clusters Score -2470153 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2470193.750000 Penalty: 3249.446777
	Iteration 44Q: 3 clusters Score -2470194 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2470233.500000 Penalty: 3249.446777
	Iteration 45Q: 3 clusters Score -2470234 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2470286.500000 Penalty: 3249.446777
	Iteration 46Q: 3 clusters Score -2470286 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2470366.750000 Penalty: 3249.446777
	Iteration 47Q: 3 clusters Score -2470367 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2470454.750000 Penalty: 3249.446777
	Iteration 48Q: 3 clusters Score -2470455 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2470536.000000 Penalty: 3249.446777
	Iteration 49Q: 3 clusters Score -2470536 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2470637.000000 Penalty: 3249.446777
	Iteration 50Q: 3 clusters Score -2470637 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2470750.000000 Penalty: 3249.446777
	Iteration 51Q: 3 clusters Score -2470750 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2470877.750000 Penalty: 3249.446777
	Iteration 52Q: 3 clusters Score -2470878 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2471009.750000 Penalty: 3249.446777
	Iteration 53Q: 3 clusters Score -2471010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2471091.000000 Penalty: 3249.446777
	Iteration 54Q: 3 clusters Score -2471091 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2471141.000000 Penalty: 3249.446777
	Iteration 55Q: 3 clusters Score -2471141 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2471168.000000 Penalty: 3249.446777
	Iteration 56Q: 3 clusters Score -2471168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2471184.250000 Penalty: 3249.446777
	Iteration 57Q: 3 clusters Score -2471184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2471187.750000 Penalty: 3249.446777
	Iteration 58Q: 3 clusters Score -2471188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2471205.500000 Penalty: 3249.446777
	Iteration 59Q: 3 clusters Score -2471206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2471211.250000 Penalty: 3249.446777
	Iteration 60F: 3 clusters Score -2471211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2471212.750000 Penalty: 3249.446777
	Iteration 61Q: 3 clusters Score -2471213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2471215.250000 Penalty: 3249.446777
	Iteration 62Q: 3 clusters Score -2471215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2471220.750000 Penalty: 3249.446777
	Iteration 63Q: 3 clusters Score -2471221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2471221.000000 Penalty: 3249.446777
	Iteration 64Q: 3 clusters Score -2471221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2471218.750000 Penalty: 3249.446777
	Iteration 65Q: 3 clusters Score -2471219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2471217.750000 Penalty: 3249.446777
	Iteration 66Q: 3 clusters Score -2471218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2471218.750000 Penalty: 3249.446777
	Iteration 67Q: 3 clusters Score -2471219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2471220.250000 Penalty: 3249.446777
	Iteration 68Q: 3 clusters Score -2471220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2471222.750000 Penalty: 3249.446777
	Iteration 69Q: 3 clusters Score -2471223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2471221.500000 Penalty: 3249.446777
	Iteration 70Q: 3 clusters Score -2471222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2471223.000000 Penalty: 3249.446777
	Iteration 71Q: 3 clusters Score -2471223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2471220.750000 Penalty: 3249.446777
	Iteration 72Q: 3 clusters Score -2471221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2471219.250000 Penalty: 3249.446777
	Iteration 73Q: 3 clusters Score -2471219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2471219.250000 Penalty: 3249.446777
	Iteration 74F: 3 clusters Score -2471219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 7585 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 18292 members 
Mstep: Class 8 contains 6414 members 
Mstep: Class 9 contains 17578 members 
Mstep: Class 11 contains 12172 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 69775 members 
Mstep: Class 15 contains 27450 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 18 contains 11626 members 
Mstep: Class 19 contains 177915 members 
Mstep: Class 20 contains 8390 members 
Entering Unmasked Estep 
Score: -41690844.000000 Penalty: 35535.390625
Splitting cluster 3 changes total score from -41690124.000000 to -41690844.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 4 (7585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Entering Unmasked Estep 
Score: -836421.375000 Penalty: 1451.763184
	Iteration 0F: 2 clusters Score -836421.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -830758.875000 Penalty: 2903.526367
	Iteration 0F: 3 clusters Score -830758.9 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -832469.687500 Penalty: 2903.526367
	Iteration 1F: 3 clusters Score -832469.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -832716.312500 Penalty: 2903.526367
	Iteration 2F: 3 clusters Score -832716.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -832912.875000 Penalty: 2903.526367
	Iteration 3F: 3 clusters Score -832912.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -833105.187500 Penalty: 2903.526367
	Iteration 4F: 3 clusters Score -833105.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -833310.687500 Penalty: 2903.526367
	Iteration 5F: 3 clusters Score -833310.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -833529.875000 Penalty: 2903.526367
	Iteration 6Q: 3 clusters Score -833529.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -833777.625000 Penalty: 2903.526367
	Iteration 7F: 3 clusters Score -833777.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -834039.500000 Penalty: 2903.526367
	Iteration 8F: 3 clusters Score -834039.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -834293.562500 Penalty: 2903.526367
	Iteration 9Q: 3 clusters Score -834293.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -834523.187500 Penalty: 2903.526367
	Iteration 10Q: 3 clusters Score -834523.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -834715.062500 Penalty: 2903.526367
	Iteration 11Q: 3 clusters Score -834715.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -834870.437500 Penalty: 2903.526367
	Iteration 12Q: 3 clusters Score -834870.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -834994.625000 Penalty: 2903.526367
	Iteration 13Q: 3 clusters Score -834994.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -835088.437500 Penalty: 2903.526367
	Iteration 14Q: 3 clusters Score -835088.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -835166.625000 Penalty: 2903.526367
	Iteration 15Q: 3 clusters Score -835166.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -835232.187500 Penalty: 2903.526367
	Iteration 16Q: 3 clusters Score -835232.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -835274.562500 Penalty: 2903.526367
	Iteration 17Q: 3 clusters Score -835274.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -835298.687500 Penalty: 2903.526367
	Iteration 18Q: 3 clusters Score -835298.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -835317.937500 Penalty: 2903.526367
	Iteration 19Q: 3 clusters Score -835317.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -835332.250000 Penalty: 2903.526367
	Iteration 20F: 3 clusters Score -835332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -835339.125000 Penalty: 2903.526367
	Iteration 21Q: 3 clusters Score -835339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -835341.812500 Penalty: 2903.526367
	Iteration 22Q: 3 clusters Score -835341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -835342.687500 Penalty: 2903.526367
	Iteration 23Q: 3 clusters Score -835342.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -835342.687500 Penalty: 2903.526367
	Iteration 24F: 3 clusters Score -835342.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -443526.593750 Penalty: 1362.382202
	Iteration 0F: 2 clusters Score -443526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -439940.968750 Penalty: 2724.764404
	Iteration 0F: 3 clusters Score -439941 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -440878.437500 Penalty: 2724.764404
	Iteration 1F: 3 clusters Score -440878.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -441120.750000 Penalty: 2724.764404
	Iteration 2F: 3 clusters Score -441120.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -441341.406250 Penalty: 2724.764404
	Iteration 3F: 3 clusters Score -441341.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -441539.718750 Penalty: 2724.764404
	Iteration 4F: 3 clusters Score -441539.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -441689.625000 Penalty: 2724.764404
	Iteration 5F: 3 clusters Score -441689.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -441818.031250 Penalty: 2724.764404
	Iteration 6Q: 3 clusters Score -441818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -441932.406250 Penalty: 2724.764404
	Iteration 7Q: 3 clusters Score -441932.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -442036.375000 Penalty: 2724.764404
	Iteration 8Q: 3 clusters Score -442036.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -442127.843750 Penalty: 2724.764404
	Iteration 9Q: 3 clusters Score -442127.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -442194.812500 Penalty: 2724.764404
	Iteration 10Q: 3 clusters Score -442194.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -442249.000000 Penalty: 2724.764404
	Iteration 11Q: 3 clusters Score -442249 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -442288.625000 Penalty: 2724.764404
	Iteration 12Q: 3 clusters Score -442288.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -442327.656250 Penalty: 2724.764404
	Iteration 13Q: 3 clusters Score -442327.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -442379.843750 Penalty: 2724.764404
	Iteration 14Q: 3 clusters Score -442379.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -442434.281250 Penalty: 2724.764404
	Iteration 15Q: 3 clusters Score -442434.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -442481.656250 Penalty: 2724.764404
	Iteration 16Q: 3 clusters Score -442481.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -442518.750000 Penalty: 2724.764404
	Iteration 17Q: 3 clusters Score -442518.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -442552.937500 Penalty: 2724.764404
	Iteration 18Q: 3 clusters Score -442552.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -442580.156250 Penalty: 2724.764404
	Iteration 19Q: 3 clusters Score -442580.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -442610.531250 Penalty: 2724.764404
	Iteration 20F: 3 clusters Score -442610.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -442643.562500 Penalty: 2724.764404
	Iteration 21Q: 3 clusters Score -442643.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -442669.750000 Penalty: 2724.764404
	Iteration 22Q: 3 clusters Score -442669.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -442684.968750 Penalty: 2724.764404
	Iteration 23Q: 3 clusters Score -442685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -442699.687500 Penalty: 2724.764404
	Iteration 24Q: 3 clusters Score -442699.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -442713.562500 Penalty: 2724.764404
	Iteration 25Q: 3 clusters Score -442713.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -442731.281250 Penalty: 2724.764404
	Iteration 26Q: 3 clusters Score -442731.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -442749.000000 Penalty: 2724.764404
	Iteration 27Q: 3 clusters Score -442749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -442768.062500 Penalty: 2724.764404
	Iteration 28Q: 3 clusters Score -442768.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -442791.625000 Penalty: 2724.764404
	Iteration 29Q: 3 clusters Score -442791.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -442816.562500 Penalty: 2724.764404
	Iteration 30Q: 3 clusters Score -442816.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -442833.531250 Penalty: 2724.764404
	Iteration 31Q: 3 clusters Score -442833.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -442849.343750 Penalty: 2724.764404
	Iteration 32Q: 3 clusters Score -442849.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -442863.625000 Penalty: 2724.764404
	Iteration 33Q: 3 clusters Score -442863.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -442880.531250 Penalty: 2724.764404
	Iteration 34Q: 3 clusters Score -442880.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -442889.093750 Penalty: 2724.764404
	Iteration 35Q: 3 clusters Score -442889.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -442893.687500 Penalty: 2724.764404
	Iteration 36Q: 3 clusters Score -442893.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -442898.093750 Penalty: 2724.764404
	Iteration 37Q: 3 clusters Score -442898.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -442903.843750 Penalty: 2724.764404
	Iteration 38Q: 3 clusters Score -442903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -442907.375000 Penalty: 2724.764404
	Iteration 39Q: 3 clusters Score -442907.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -442912.250000 Penalty: 2724.764404
	Iteration 40F: 3 clusters Score -442912.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -442917.187500 Penalty: 2724.764404
	Iteration 41Q: 3 clusters Score -442917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -442919.937500 Penalty: 2724.764404
	Iteration 42Q: 3 clusters Score -442919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -442922.531250 Penalty: 2724.764404
	Iteration 43Q: 3 clusters Score -442922.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -442923.031250 Penalty: 2724.764404
	Iteration 44Q: 3 clusters Score -442923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -442923.343750 Penalty: 2724.764404
	Iteration 45Q: 3 clusters Score -442923.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -442923.343750 Penalty: 2724.764404
	Iteration 46F: 3 clusters Score -442923.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -155910.937500 Penalty: 1189.800537
	Iteration 0F: 2 clusters Score -155910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -154139.671875 Penalty: 2379.601074
	Iteration 0F: 3 clusters Score -154139.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -154527.500000 Penalty: 2379.601074
	Iteration 1F: 3 clusters Score -154527.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -154647.531250 Penalty: 2379.601074
	Iteration 2F: 3 clusters Score -154647.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -154724.781250 Penalty: 2379.601074
	Iteration 3F: 3 clusters Score -154724.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154770.687500 Penalty: 2379.601074
	Iteration 4Q: 3 clusters Score -154770.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154813.562500 Penalty: 2379.601074
	Iteration 5Q: 3 clusters Score -154813.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154838.921875 Penalty: 2379.601074
	Iteration 6Q: 3 clusters Score -154838.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -154855.437500 Penalty: 2379.601074
	Iteration 7Q: 3 clusters Score -154855.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -154877.734375 Penalty: 2379.601074
	Iteration 8Q: 3 clusters Score -154877.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -154905.390625 Penalty: 2379.601074
	Iteration 9Q: 3 clusters Score -154905.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -154936.281250 Penalty: 2379.601074
	Iteration 10Q: 3 clusters Score -154936.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -154974.218750 Penalty: 2379.601074
	Iteration 11Q: 3 clusters Score -154974.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -154994.875000 Penalty: 2379.601074
	Iteration 12Q: 3 clusters Score -154994.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -155005.203125 Penalty: 2379.601074
	Iteration 13Q: 3 clusters Score -155005.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155010.484375 Penalty: 2379.601074
	Iteration 14Q: 3 clusters Score -155010.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -155014.390625 Penalty: 2379.601074
	Iteration 15Q: 3 clusters Score -155014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -155017.578125 Penalty: 2379.601074
	Iteration 16Q: 3 clusters Score -155017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -155019.734375 Penalty: 2379.601074
	Iteration 17Q: 3 clusters Score -155019.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -155020.406250 Penalty: 2379.601074
	Iteration 18Q: 3 clusters Score -155020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -155021.203125 Penalty: 2379.601074
	Iteration 19Q: 3 clusters Score -155021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -155022.421875 Penalty: 2379.601074
	Iteration 20F: 3 clusters Score -155022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -155026.265625 Penalty: 2379.601074
	Iteration 21Q: 3 clusters Score -155026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -155026.515625 Penalty: 2379.601074
	Iteration 22Q: 3 clusters Score -155026.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -155026.515625 Penalty: 2379.601074
	Iteration 23F: 3 clusters Score -155026.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -667387.562500 Penalty: 1424.513672
	Iteration 0F: 2 clusters Score -667387.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -662481.875000 Penalty: 2849.027344
	Iteration 0F: 3 clusters Score -662481.9 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -664208.250000 Penalty: 2849.027344
	Iteration 1F: 3 clusters Score -664208.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -664594.875000 Penalty: 2849.027344
	Iteration 2F: 3 clusters Score -664594.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -664944.750000 Penalty: 2849.027344
	Iteration 3F: 3 clusters Score -664944.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -665284.000000 Penalty: 2849.027344
	Iteration 4F: 3 clusters Score -665284 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -665657.125000 Penalty: 2849.027344
	Iteration 5F: 3 clusters Score -665657.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -666006.000000 Penalty: 2849.027344
	Iteration 6F: 3 clusters Score -666006 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -666342.562500 Penalty: 2849.027344
	Iteration 7F: 3 clusters Score -666342.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -666636.500000 Penalty: 2849.027344
	Iteration 8Q: 3 clusters Score -666636.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -666871.687500 Penalty: 2849.027344
	Iteration 9Q: 3 clusters Score -666871.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -667026.562500 Penalty: 2849.027344
	Iteration 10Q: 3 clusters Score -667026.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -667158.687500 Penalty: 2849.027344
	Iteration 11Q: 3 clusters Score -667158.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -667233.062500 Penalty: 2849.027344
	Iteration 12Q: 3 clusters Score -667233.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -667278.062500 Penalty: 2849.027344
	Iteration 13Q: 3 clusters Score -667278.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -667307.437500 Penalty: 2849.027344
	Iteration 14Q: 3 clusters Score -667307.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -667324.187500 Penalty: 2849.027344
	Iteration 15Q: 3 clusters Score -667324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -667333.250000 Penalty: 2849.027344
	Iteration 16Q: 3 clusters Score -667333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -667337.312500 Penalty: 2849.027344
	Iteration 17Q: 3 clusters Score -667337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -667343.812500 Penalty: 2849.027344
	Iteration 18Q: 3 clusters Score -667343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -667344.375000 Penalty: 2849.027344
	Iteration 19Q: 3 clusters Score -667344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -667347.187500 Penalty: 2849.027344
	Iteration 20F: 3 clusters Score -667347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -667348.000000 Penalty: 2849.027344
	Iteration 21Q: 3 clusters Score -667348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -667350.312500 Penalty: 2849.027344
	Iteration 22Q: 3 clusters Score -667350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -667350.125000 Penalty: 2849.027344
	Iteration 23Q: 3 clusters Score -667350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -667350.125000 Penalty: 2849.027344
	Iteration 24F: 3 clusters Score -667350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Entering Unmasked Estep 
Score: -1991714.625000 Penalty: 1588.340576
	Iteration 0F: 2 clusters Score -1991715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1979701.500000 Penalty: 3176.681152
	Iteration 0F: 3 clusters Score -1979702 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1983895.875000 Penalty: 3176.681152
	Iteration 1F: 3 clusters Score -1983896 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1984186.875000 Penalty: 3176.681152
	Iteration 2Q: 3 clusters Score -1984187 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1984502.625000 Penalty: 3176.681152
	Iteration 3Q: 3 clusters Score -1984503 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1984846.250000 Penalty: 3176.681152
	Iteration 4Q: 3 clusters Score -1984846 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1985347.750000 Penalty: 3176.681152
	Iteration 5F: 3 clusters Score -1985348 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1985964.875000 Penalty: 3176.681152
	Iteration 6F: 3 clusters Score -1985965 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1986639.375000 Penalty: 3176.681152
	Iteration 7F: 3 clusters Score -1986639 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1987405.625000 Penalty: 3176.681152
	Iteration 8F: 3 clusters Score -1987406 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1988181.000000 Penalty: 3176.681152
	Iteration 9F: 3 clusters Score -1988181 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1988782.750000 Penalty: 3176.681152
	Iteration 10Q: 3 clusters Score -1988783 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1989201.250000 Penalty: 3176.681152
	Iteration 11Q: 3 clusters Score -1989201 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1989508.625000 Penalty: 3176.681152
	Iteration 12Q: 3 clusters Score -1989509 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1989760.750000 Penalty: 3176.681152
	Iteration 13Q: 3 clusters Score -1989761 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1989966.125000 Penalty: 3176.681152
	Iteration 14Q: 3 clusters Score -1989966 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1990147.500000 Penalty: 3176.681152
	Iteration 15Q: 3 clusters Score -1990148 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1990275.625000 Penalty: 3176.681152
	Iteration 16Q: 3 clusters Score -1990276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1990354.750000 Penalty: 3176.681152
	Iteration 17Q: 3 clusters Score -1990355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1990406.500000 Penalty: 3176.681152
	Iteration 18Q: 3 clusters Score -1990406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1990439.250000 Penalty: 3176.681152
	Iteration 19Q: 3 clusters Score -1990439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1990454.625000 Penalty: 3176.681152
	Iteration 20F: 3 clusters Score -1990455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1990472.375000 Penalty: 3176.681152
	Iteration 21Q: 3 clusters Score -1990472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1990479.125000 Penalty: 3176.681152
	Iteration 22Q: 3 clusters Score -1990479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1990482.875000 Penalty: 3176.681152
	Iteration 23Q: 3 clusters Score -1990483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1990487.750000 Penalty: 3176.681152
	Iteration 24Q: 3 clusters Score -1990488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1990489.250000 Penalty: 3176.681152
	Iteration 25Q: 3 clusters Score -1990489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1990499.125000 Penalty: 3176.681152
	Iteration 26Q: 3 clusters Score -1990499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1990500.500000 Penalty: 3176.681152
	Iteration 27Q: 3 clusters Score -1990500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1990498.875000 Penalty: 3176.681152
	Iteration 28Q: 3 clusters Score -1990499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1990500.125000 Penalty: 3176.681152
	Iteration 29Q: 3 clusters Score -1990500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1990499.125000 Penalty: 3176.681152
	Iteration 30Q: 3 clusters Score -1990499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1990501.875000 Penalty: 3176.681152
	Iteration 31Q: 3 clusters Score -1990502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1990499.375000 Penalty: 3176.681152
	Iteration 32Q: 3 clusters Score -1990499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1990501.375000 Penalty: 3176.681152
	Iteration 33Q: 3 clusters Score -1990501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1990504.125000 Penalty: 3176.681152
	Iteration 34Q: 3 clusters Score -1990504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1990504.125000 Penalty: 3176.681152
	Iteration 35F: 3 clusters Score -1990504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Entering Unmasked Estep 
Score: -1369799.625000 Penalty: 1528.620239
	Iteration 0F: 2 clusters Score -1369800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1361216.625000 Penalty: 3057.240479
	Iteration 0F: 3 clusters Score -1361217 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1364142.250000 Penalty: 3057.240479
	Iteration 1F: 3 clusters Score -1364142 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1364476.875000 Penalty: 3057.240479
	Iteration 2F: 3 clusters Score -1364477 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1364925.750000 Penalty: 3057.240479
	Iteration 3F: 3 clusters Score -1364926 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1365472.250000 Penalty: 3057.240479
	Iteration 4F: 3 clusters Score -1365472 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1366122.875000 Penalty: 3057.240479
	Iteration 5F: 3 clusters Score -1366123 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1366870.500000 Penalty: 3057.240479
	Iteration 6F: 3 clusters Score -1366870 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1367594.250000 Penalty: 3057.240479
	Iteration 7F: 3 clusters Score -1367594 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1368156.500000 Penalty: 3057.240479
	Iteration 8F: 3 clusters Score -1368156 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1368511.625000 Penalty: 3057.240479
	Iteration 9Q: 3 clusters Score -1368512 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1368726.375000 Penalty: 3057.240479
	Iteration 10Q: 3 clusters Score -1368726 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1368848.875000 Penalty: 3057.240479
	Iteration 11Q: 3 clusters Score -1368849 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1368917.750000 Penalty: 3057.240479
	Iteration 12Q: 3 clusters Score -1368918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1368966.500000 Penalty: 3057.240479
	Iteration 13Q: 3 clusters Score -1368966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1368990.000000 Penalty: 3057.240479
	Iteration 14Q: 3 clusters Score -1368990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1369003.125000 Penalty: 3057.240479
	Iteration 15Q: 3 clusters Score -1369003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1369011.500000 Penalty: 3057.240479
	Iteration 16Q: 3 clusters Score -1369012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1369019.375000 Penalty: 3057.240479
	Iteration 17Q: 3 clusters Score -1369019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1369024.375000 Penalty: 3057.240479
	Iteration 18Q: 3 clusters Score -1369024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1369024.125000 Penalty: 3057.240479
	Iteration 19Q: 3 clusters Score -1369024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1369028.000000 Penalty: 3057.240479
	Iteration 20F: 3 clusters Score -1369028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1369029.875000 Penalty: 3057.240479
	Iteration 21Q: 3 clusters Score -1369030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1369029.250000 Penalty: 3057.240479
	Iteration 22Q: 3 clusters Score -1369029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1369032.125000 Penalty: 3057.240479
	Iteration 23Q: 3 clusters Score -1369032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1369033.500000 Penalty: 3057.240479
	Iteration 24Q: 3 clusters Score -1369034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1369033.500000 Penalty: 3057.240479
	Iteration 25Q: 3 clusters Score -1369034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1369037.750000 Penalty: 3057.240479
	Iteration 26Q: 3 clusters Score -1369038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1369038.625000 Penalty: 3057.240479
	Iteration 27Q: 3 clusters Score -1369039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1369039.875000 Penalty: 3057.240479
	Iteration 28Q: 3 clusters Score -1369040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1369042.125000 Penalty: 3057.240479
	Iteration 29Q: 3 clusters Score -1369042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1369044.250000 Penalty: 3057.240479
	Iteration 30Q: 3 clusters Score -1369044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1369044.250000 Penalty: 3057.240479
	Iteration 31F: 3 clusters Score -1369044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Entering Unmasked Estep 
Score: -536168.437500 Penalty: 1377.207031
	Iteration 0F: 2 clusters Score -536168.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -532284.875000 Penalty: 2754.414062
	Iteration 0F: 3 clusters Score -532284.9 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -533360.625000 Penalty: 2754.414062
	Iteration 1F: 3 clusters Score -533360.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -533542.250000 Penalty: 2754.414062
	Iteration 2F: 3 clusters Score -533542.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -533674.062500 Penalty: 2754.414062
	Iteration 3F: 3 clusters Score -533674.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -533776.000000 Penalty: 2754.414062
	Iteration 4Q: 3 clusters Score -533776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -533855.562500 Penalty: 2754.414062
	Iteration 5Q: 3 clusters Score -533855.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -533905.125000 Penalty: 2754.414062
	Iteration 6Q: 3 clusters Score -533905.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -533951.750000 Penalty: 2754.414062
	Iteration 7Q: 3 clusters Score -533951.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -534000.625000 Penalty: 2754.414062
	Iteration 8Q: 3 clusters Score -534000.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -534047.687500 Penalty: 2754.414062
	Iteration 9Q: 3 clusters Score -534047.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -534082.125000 Penalty: 2754.414062
	Iteration 10Q: 3 clusters Score -534082.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -534120.000000 Penalty: 2754.414062
	Iteration 11Q: 3 clusters Score -534120 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -534153.125000 Penalty: 2754.414062
	Iteration 12Q: 3 clusters Score -534153.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -534182.750000 Penalty: 2754.414062
	Iteration 13Q: 3 clusters Score -534182.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -534217.875000 Penalty: 2754.414062
	Iteration 14Q: 3 clusters Score -534217.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -534243.062500 Penalty: 2754.414062
	Iteration 15Q: 3 clusters Score -534243.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -534261.125000 Penalty: 2754.414062
	Iteration 16Q: 3 clusters Score -534261.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -534288.437500 Penalty: 2754.414062
	Iteration 17Q: 3 clusters Score -534288.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -534315.062500 Penalty: 2754.414062
	Iteration 18Q: 3 clusters Score -534315.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -534334.125000 Penalty: 2754.414062
	Iteration 19Q: 3 clusters Score -534334.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -534352.000000 Penalty: 2754.414062
	Iteration 20F: 3 clusters Score -534352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -534370.250000 Penalty: 2754.414062
	Iteration 21Q: 3 clusters Score -534370.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -534397.750000 Penalty: 2754.414062
	Iteration 22Q: 3 clusters Score -534397.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -534421.875000 Penalty: 2754.414062
	Iteration 23Q: 3 clusters Score -534421.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -534443.875000 Penalty: 2754.414062
	Iteration 24Q: 3 clusters Score -534443.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -534469.250000 Penalty: 2754.414062
	Iteration 25Q: 3 clusters Score -534469.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -534499.312500 Penalty: 2754.414062
	Iteration 26Q: 3 clusters Score -534499.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -534530.000000 Penalty: 2754.414062
	Iteration 27Q: 3 clusters Score -534530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -534561.562500 Penalty: 2754.414062
	Iteration 28Q: 3 clusters Score -534561.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -534600.875000 Penalty: 2754.414062
	Iteration 29Q: 3 clusters Score -534600.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -534639.625000 Penalty: 2754.414062
	Iteration 30Q: 3 clusters Score -534639.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -534665.875000 Penalty: 2754.414062
	Iteration 31Q: 3 clusters Score -534665.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -534691.500000 Penalty: 2754.414062
	Iteration 32Q: 3 clusters Score -534691.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -534721.187500 Penalty: 2754.414062
	Iteration 33Q: 3 clusters Score -534721.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -534750.187500 Penalty: 2754.414062
	Iteration 34Q: 3 clusters Score -534750.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -534779.500000 Penalty: 2754.414062
	Iteration 35Q: 3 clusters Score -534779.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -534806.312500 Penalty: 2754.414062
	Iteration 36Q: 3 clusters Score -534806.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -534822.000000 Penalty: 2754.414062
	Iteration 37Q: 3 clusters Score -534822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -534832.250000 Penalty: 2754.414062
	Iteration 38Q: 3 clusters Score -534832.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -534845.375000 Penalty: 2754.414062
	Iteration 39Q: 3 clusters Score -534845.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -534854.750000 Penalty: 2754.414062
	Iteration 40F: 3 clusters Score -534854.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -534863.750000 Penalty: 2754.414062
	Iteration 41Q: 3 clusters Score -534863.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -534870.562500 Penalty: 2754.414062
	Iteration 42Q: 3 clusters Score -534870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -534873.312500 Penalty: 2754.414062
	Iteration 43Q: 3 clusters Score -534873.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -534875.125000 Penalty: 2754.414062
	Iteration 44Q: 3 clusters Score -534875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -534882.062500 Penalty: 2754.414062
	Iteration 45Q: 3 clusters Score -534882.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -534887.562500 Penalty: 2754.414062
	Iteration 46Q: 3 clusters Score -534887.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -534894.125000 Penalty: 2754.414062
	Iteration 47Q: 3 clusters Score -534894.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -534898.437500 Penalty: 2754.414062
	Iteration 48Q: 3 clusters Score -534898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -534902.500000 Penalty: 2754.414062
	Iteration 49Q: 3 clusters Score -534902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -534906.062500 Penalty: 2754.414062
	Iteration 50Q: 3 clusters Score -534906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -534910.062500 Penalty: 2754.414062
	Iteration 51Q: 3 clusters Score -534910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -534914.312500 Penalty: 2754.414062
	Iteration 52Q: 3 clusters Score -534914.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -534920.125000 Penalty: 2754.414062
	Iteration 53Q: 3 clusters Score -534920.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -534926.750000 Penalty: 2754.414062
	Iteration 54Q: 3 clusters Score -534926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -534934.812500 Penalty: 2754.414062
	Iteration 55Q: 3 clusters Score -534934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -534941.250000 Penalty: 2754.414062
	Iteration 56Q: 3 clusters Score -534941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -534945.687500 Penalty: 2754.414062
	Iteration 57Q: 3 clusters Score -534945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -534951.875000 Penalty: 2754.414062
	Iteration 58Q: 3 clusters Score -534951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -534956.500000 Penalty: 2754.414062
	Iteration 59Q: 3 clusters Score -534956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -534957.500000 Penalty: 2754.414062
	Iteration 60F: 3 clusters Score -534957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -534962.437500 Penalty: 2754.414062
	Iteration 61Q: 3 clusters Score -534962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -534964.312500 Penalty: 2754.414062
	Iteration 62Q: 3 clusters Score -534964.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -534966.125000 Penalty: 2754.414062
	Iteration 63Q: 3 clusters Score -534966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -534966.125000 Penalty: 2754.414062
	Iteration 64F: 3 clusters Score -534966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Entering Unmasked Estep 
Score: -7767179.500000 Penalty: 1812.367554
	Iteration 0F: 2 clusters Score -7767180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -7720623.000000 Penalty: 3624.735107
	Iteration 0F: 3 clusters Score -7720623 nChanged 33126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -7739927.500000 Penalty: 3624.735107
	Iteration 1F: 3 clusters Score -7739928 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -7740834.500000 Penalty: 3624.735107
	Iteration 2Q: 3 clusters Score -7740834 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -7742068.500000 Penalty: 3624.735107
	Iteration 3Q: 3 clusters Score -7742068 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -7743736.500000 Penalty: 3624.735107
	Iteration 4F: 3 clusters Score -7743736 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -7746364.000000 Penalty: 3624.735107
	Iteration 5F: 3 clusters Score -7746364 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -7750026.500000 Penalty: 3624.735107
	Iteration 6F: 3 clusters Score -7750026 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -7754531.500000 Penalty: 3624.735107
	Iteration 7F: 3 clusters Score -7754532 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -7758428.000000 Penalty: 3624.735107
	Iteration 8F: 3 clusters Score -7758428 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -7761001.500000 Penalty: 3624.735107
	Iteration 9Q: 3 clusters Score -7761002 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -7762519.000000 Penalty: 3624.735107
	Iteration 10Q: 3 clusters Score -7762519 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -7763342.000000 Penalty: 3624.735107
	Iteration 11Q: 3 clusters Score -7763342 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -7763928.000000 Penalty: 3624.735107
	Iteration 12Q: 3 clusters Score -7763928 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -7764312.000000 Penalty: 3624.735107
	Iteration 13Q: 3 clusters Score -7764312 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -7764578.500000 Penalty: 3624.735107
	Iteration 14Q: 3 clusters Score -7764578 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7764784.000000 Penalty: 3624.735107
	Iteration 15Q: 3 clusters Score -7764784 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7764933.500000 Penalty: 3624.735107
	Iteration 16Q: 3 clusters Score -7764934 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7765048.500000 Penalty: 3624.735107
	Iteration 17Q: 3 clusters Score -7765048 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7765148.500000 Penalty: 3624.735107
	Iteration 18Q: 3 clusters Score -7765148 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7765228.000000 Penalty: 3624.735107
	Iteration 19Q: 3 clusters Score -7765228 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7765323.000000 Penalty: 3624.735107
	Iteration 20F: 3 clusters Score -7765323 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7765403.500000 Penalty: 3624.735107
	Iteration 21Q: 3 clusters Score -7765404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7765425.500000 Penalty: 3624.735107
	Iteration 22Q: 3 clusters Score -7765426 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7765487.000000 Penalty: 3624.735107
	Iteration 23Q: 3 clusters Score -7765487 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7765527.500000 Penalty: 3624.735107
	Iteration 24Q: 3 clusters Score -7765528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7765575.000000 Penalty: 3624.735107
	Iteration 25Q: 3 clusters Score -7765575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7765602.500000 Penalty: 3624.735107
	Iteration 26Q: 3 clusters Score -7765602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7765619.500000 Penalty: 3624.735107
	Iteration 27Q: 3 clusters Score -7765620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7765636.500000 Penalty: 3624.735107
	Iteration 28Q: 3 clusters Score -7765636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7765658.500000 Penalty: 3624.735107
	Iteration 29Q: 3 clusters Score -7765658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7765660.500000 Penalty: 3624.735107
	Iteration 30Q: 3 clusters Score -7765660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7765670.000000 Penalty: 3624.735107
	Iteration 31Q: 3 clusters Score -7765670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7765675.000000 Penalty: 3624.735107
	Iteration 32Q: 3 clusters Score -7765675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7765688.000000 Penalty: 3624.735107
	Iteration 33Q: 3 clusters Score -7765688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7765701.500000 Penalty: 3624.735107
	Iteration 34Q: 3 clusters Score -7765702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7765706.000000 Penalty: 3624.735107
	Iteration 35Q: 3 clusters Score -7765706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7765711.000000 Penalty: 3624.735107
	Iteration 36Q: 3 clusters Score -7765711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7765713.000000 Penalty: 3624.735107
	Iteration 37Q: 3 clusters Score -7765713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7765717.500000 Penalty: 3624.735107
	Iteration 38Q: 3 clusters Score -7765718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7765722.500000 Penalty: 3624.735107
	Iteration 39Q: 3 clusters Score -7765722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7765726.500000 Penalty: 3624.735107
	Iteration 40F: 3 clusters Score -7765726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7765729.500000 Penalty: 3624.735107
	Iteration 41Q: 3 clusters Score -7765730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7765732.500000 Penalty: 3624.735107
	Iteration 42Q: 3 clusters Score -7765732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68643 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7765733.500000 Penalty: 3624.735107
	Iteration 43Q: 3 clusters Score -7765734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7765738.000000 Penalty: 3624.735107
	Iteration 44Q: 3 clusters Score -7765738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7765755.000000 Penalty: 3624.735107
	Iteration 45Q: 3 clusters Score -7765755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7765756.000000 Penalty: 3624.735107
	Iteration 46Q: 3 clusters Score -7765756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7765749.000000 Penalty: 3624.735107
	Iteration 47Q: 3 clusters Score -7765749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7765762.500000 Penalty: 3624.735107
	Iteration 48Q: 3 clusters Score -7765762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7765753.000000 Penalty: 3624.735107
	Iteration 49Q: 3 clusters Score -7765753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7765756.000000 Penalty: 3624.735107
	Iteration 50Q: 3 clusters Score -7765756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7765757.500000 Penalty: 3624.735107
	Iteration 51Q: 3 clusters Score -7765758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7765761.000000 Penalty: 3624.735107
	Iteration 52Q: 3 clusters Score -7765761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7765767.500000 Penalty: 3624.735107
	Iteration 53Q: 3 clusters Score -7765768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7765758.500000 Penalty: 3624.735107
	Iteration 54Q: 3 clusters Score -7765758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7765769.000000 Penalty: 3624.735107
	Iteration 55Q: 3 clusters Score -7765769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7765769.000000 Penalty: 3624.735107
	Iteration 56F: 3 clusters Score -7765769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Entering Unmasked Estep 
Score: -2954649.750000 Penalty: 1660.769775
	Iteration 0F: 2 clusters Score -2954650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2936191.000000 Penalty: 3321.539551
	Iteration 0F: 3 clusters Score -2936191 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2943082.000000 Penalty: 3321.539551
	Iteration 1F: 3 clusters Score -2943082 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2943557.750000 Penalty: 3321.539551
	Iteration 2Q: 3 clusters Score -2943558 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2944090.500000 Penalty: 3321.539551
	Iteration 3Q: 3 clusters Score -2944090 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2944728.500000 Penalty: 3321.539551
	Iteration 4Q: 3 clusters Score -2944728 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2945429.000000 Penalty: 3321.539551
	Iteration 5F: 3 clusters Score -2945429 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2946175.500000 Penalty: 3321.539551
	Iteration 6F: 3 clusters Score -2946176 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2946950.500000 Penalty: 3321.539551
	Iteration 7F: 3 clusters Score -2946950 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2947722.500000 Penalty: 3321.539551
	Iteration 8F: 3 clusters Score -2947722 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2948345.250000 Penalty: 3321.539551
	Iteration 9Q: 3 clusters Score -2948345 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2948773.500000 Penalty: 3321.539551
	Iteration 10Q: 3 clusters Score -2948774 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2949045.000000 Penalty: 3321.539551
	Iteration 11Q: 3 clusters Score -2949045 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2949227.750000 Penalty: 3321.539551
	Iteration 12Q: 3 clusters Score -2949228 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2949374.500000 Penalty: 3321.539551
	Iteration 13Q: 3 clusters Score -2949374 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2949514.750000 Penalty: 3321.539551
	Iteration 14Q: 3 clusters Score -2949515 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2949633.000000 Penalty: 3321.539551
	Iteration 15Q: 3 clusters Score -2949633 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2949788.250000 Penalty: 3321.539551
	Iteration 16Q: 3 clusters Score -2949788 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2949974.500000 Penalty: 3321.539551
	Iteration 17Q: 3 clusters Score -2949974 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2950182.250000 Penalty: 3321.539551
	Iteration 18Q: 3 clusters Score -2950182 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2950459.250000 Penalty: 3321.539551
	Iteration 19Q: 3 clusters Score -2950459 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2950923.750000 Penalty: 3321.539551
	Iteration 20F: 3 clusters Score -2950924 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2951665.500000 Penalty: 3321.539551
	Iteration 21Q: 3 clusters Score -2951666 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2952356.000000 Penalty: 3321.539551
	Iteration 22Q: 3 clusters Score -2952356 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2952730.750000 Penalty: 3321.539551
	Iteration 23Q: 3 clusters Score -2952731 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2952964.500000 Penalty: 3321.539551
	Iteration 24Q: 3 clusters Score -2952964 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2953116.750000 Penalty: 3321.539551
	Iteration 25Q: 3 clusters Score -2953117 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2953216.250000 Penalty: 3321.539551
	Iteration 26Q: 3 clusters Score -2953216 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2953300.000000 Penalty: 3321.539551
	Iteration 27Q: 3 clusters Score -2953300 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2953365.500000 Penalty: 3321.539551
	Iteration 28Q: 3 clusters Score -2953366 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2953417.000000 Penalty: 3321.539551
	Iteration 29Q: 3 clusters Score -2953417 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2953460.500000 Penalty: 3321.539551
	Iteration 30Q: 3 clusters Score -2953460 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2953488.500000 Penalty: 3321.539551
	Iteration 31Q: 3 clusters Score -2953488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2953510.000000 Penalty: 3321.539551
	Iteration 32Q: 3 clusters Score -2953510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2953519.000000 Penalty: 3321.539551
	Iteration 33Q: 3 clusters Score -2953519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2953537.000000 Penalty: 3321.539551
	Iteration 34Q: 3 clusters Score -2953537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2953552.750000 Penalty: 3321.539551
	Iteration 35Q: 3 clusters Score -2953553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2953560.750000 Penalty: 3321.539551
	Iteration 36Q: 3 clusters Score -2953561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2953571.250000 Penalty: 3321.539551
	Iteration 37Q: 3 clusters Score -2953571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2953579.000000 Penalty: 3321.539551
	Iteration 38Q: 3 clusters Score -2953579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2953582.500000 Penalty: 3321.539551
	Iteration 39Q: 3 clusters Score -2953582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2953592.250000 Penalty: 3321.539551
	Iteration 40F: 3 clusters Score -2953592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2953597.500000 Penalty: 3321.539551
	Iteration 41Q: 3 clusters Score -2953598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2953602.000000 Penalty: 3321.539551
	Iteration 42Q: 3 clusters Score -2953602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2953602.750000 Penalty: 3321.539551
	Iteration 43Q: 3 clusters Score -2953603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2953612.250000 Penalty: 3321.539551
	Iteration 44Q: 3 clusters Score -2953612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2953611.750000 Penalty: 3321.539551
	Iteration 45Q: 3 clusters Score -2953612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2953624.500000 Penalty: 3321.539551
	Iteration 46Q: 3 clusters Score -2953624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2953617.000000 Penalty: 3321.539551
	Iteration 47Q: 3 clusters Score -2953617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2953628.500000 Penalty: 3321.539551
	Iteration 48Q: 3 clusters Score -2953628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2953623.750000 Penalty: 3321.539551
	Iteration 49Q: 3 clusters Score -2953624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2953636.250000 Penalty: 3321.539551
	Iteration 50Q: 3 clusters Score -2953636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2953641.000000 Penalty: 3321.539551
	Iteration 51Q: 3 clusters Score -2953641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2953643.500000 Penalty: 3321.539551
	Iteration 52Q: 3 clusters Score -2953644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2953650.750000 Penalty: 3321.539551
	Iteration 53Q: 3 clusters Score -2953651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2953654.250000 Penalty: 3321.539551
	Iteration 54Q: 3 clusters Score -2953654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2953659.500000 Penalty: 3321.539551
	Iteration 55Q: 3 clusters Score -2953660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2953658.250000 Penalty: 3321.539551
	Iteration 56Q: 3 clusters Score -2953658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2953659.500000 Penalty: 3321.539551
	Iteration 57Q: 3 clusters Score -2953660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2953665.000000 Penalty: 3321.539551
	Iteration 58Q: 3 clusters Score -2953665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2953668.750000 Penalty: 3321.539551
	Iteration 59Q: 3 clusters Score -2953669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2953667.500000 Penalty: 3321.539551
	Iteration 60F: 3 clusters Score -2953668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2953673.250000 Penalty: 3321.539551
	Iteration 61Q: 3 clusters Score -2953673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2953676.250000 Penalty: 3321.539551
	Iteration 62Q: 3 clusters Score -2953676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2953677.000000 Penalty: 3321.539551
	Iteration 63Q: 3 clusters Score -2953677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2953675.250000 Penalty: 3321.539551
	Iteration 64Q: 3 clusters Score -2953675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2953678.750000 Penalty: 3321.539551
	Iteration 65Q: 3 clusters Score -2953679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2953678.000000 Penalty: 3321.539551
	Iteration 66Q: 3 clusters Score -2953678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2953678.000000 Penalty: 3321.539551
	Iteration 67F: 3 clusters Score -2953678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Entering Unmasked Estep 
Score: -671760.562500 Penalty: 1421.186279
	Iteration 0F: 2 clusters Score -671760.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -666899.187500 Penalty: 2842.372559
	Iteration 0F: 3 clusters Score -666899.2 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -668510.187500 Penalty: 2842.372559
	Iteration 1F: 3 clusters Score -668510.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -668973.812500 Penalty: 2842.372559
	Iteration 2F: 3 clusters Score -668973.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -669487.812500 Penalty: 2842.372559
	Iteration 3F: 3 clusters Score -669487.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -669981.875000 Penalty: 2842.372559
	Iteration 4F: 3 clusters Score -669981.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -670319.375000 Penalty: 2842.372559
	Iteration 5F: 3 clusters Score -670319.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -670527.250000 Penalty: 2842.372559
	Iteration 6Q: 3 clusters Score -670527.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -670661.875000 Penalty: 2842.372559
	Iteration 7Q: 3 clusters Score -670661.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -670733.500000 Penalty: 2842.372559
	Iteration 8Q: 3 clusters Score -670733.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -670775.937500 Penalty: 2842.372559
	Iteration 9Q: 3 clusters Score -670775.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -670814.812500 Penalty: 2842.372559
	Iteration 10Q: 3 clusters Score -670814.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -670849.687500 Penalty: 2842.372559
	Iteration 11Q: 3 clusters Score -670849.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -670888.500000 Penalty: 2842.372559
	Iteration 12Q: 3 clusters Score -670888.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -670922.125000 Penalty: 2842.372559
	Iteration 13Q: 3 clusters Score -670922.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -670950.625000 Penalty: 2842.372559
	Iteration 14Q: 3 clusters Score -670950.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -670990.500000 Penalty: 2842.372559
	Iteration 15Q: 3 clusters Score -670990.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -671029.437500 Penalty: 2842.372559
	Iteration 16Q: 3 clusters Score -671029.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -671066.500000 Penalty: 2842.372559
	Iteration 17Q: 3 clusters Score -671066.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -671089.250000 Penalty: 2842.372559
	Iteration 18Q: 3 clusters Score -671089.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -671107.875000 Penalty: 2842.372559
	Iteration 19Q: 3 clusters Score -671107.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -671123.625000 Penalty: 2842.372559
	Iteration 20F: 3 clusters Score -671123.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -671143.187500 Penalty: 2842.372559
	Iteration 21Q: 3 clusters Score -671143.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -671161.500000 Penalty: 2842.372559
	Iteration 22Q: 3 clusters Score -671161.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -671174.687500 Penalty: 2842.372559
	Iteration 23Q: 3 clusters Score -671174.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -671183.687500 Penalty: 2842.372559
	Iteration 24Q: 3 clusters Score -671183.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -671192.500000 Penalty: 2842.372559
	Iteration 25Q: 3 clusters Score -671192.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -671198.437500 Penalty: 2842.372559
	Iteration 26Q: 3 clusters Score -671198.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -671206.062500 Penalty: 2842.372559
	Iteration 27Q: 3 clusters Score -671206.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -671215.125000 Penalty: 2842.372559
	Iteration 28Q: 3 clusters Score -671215.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -671222.500000 Penalty: 2842.372559
	Iteration 29Q: 3 clusters Score -671222.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -671228.250000 Penalty: 2842.372559
	Iteration 30Q: 3 clusters Score -671228.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -671232.687500 Penalty: 2842.372559
	Iteration 31Q: 3 clusters Score -671232.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -671237.187500 Penalty: 2842.372559
	Iteration 32Q: 3 clusters Score -671237.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -671241.937500 Penalty: 2842.372559
	Iteration 33Q: 3 clusters Score -671241.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -671248.437500 Penalty: 2842.372559
	Iteration 34Q: 3 clusters Score -671248.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -671253.875000 Penalty: 2842.372559
	Iteration 35Q: 3 clusters Score -671253.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -671259.000000 Penalty: 2842.372559
	Iteration 36Q: 3 clusters Score -671259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -671263.312500 Penalty: 2842.372559
	Iteration 37Q: 3 clusters Score -671263.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -671267.062500 Penalty: 2842.372559
	Iteration 38Q: 3 clusters Score -671267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -671269.812500 Penalty: 2842.372559
	Iteration 39Q: 3 clusters Score -671269.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -671273.312500 Penalty: 2842.372559
	Iteration 40F: 3 clusters Score -671273.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -671276.437500 Penalty: 2842.372559
	Iteration 41Q: 3 clusters Score -671276.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -671276.625000 Penalty: 2842.372559
	Iteration 42Q: 3 clusters Score -671276.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -671280.687500 Penalty: 2842.372559
	Iteration 43Q: 3 clusters Score -671280.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -671281.687500 Penalty: 2842.372559
	Iteration 44Q: 3 clusters Score -671281.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -671284.437500 Penalty: 2842.372559
	Iteration 45Q: 3 clusters Score -671284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -671285.250000 Penalty: 2842.372559
	Iteration 46Q: 3 clusters Score -671285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -671285.625000 Penalty: 2842.372559
	Iteration 47Q: 3 clusters Score -671285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -671286.437500 Penalty: 2842.372559
	Iteration 48Q: 3 clusters Score -671286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -671285.250000 Penalty: 2842.372559
	Iteration 49Q: 3 clusters Score -671285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -671285.250000 Penalty: 2842.372559
	Iteration 50F: 3 clusters Score -671285.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Entering Unmasked Estep 
Score: -1316923.375000 Penalty: 1521.162354
	Iteration 0F: 2 clusters Score -1316923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1308664.500000 Penalty: 3042.324707
	Iteration 0F: 3 clusters Score -1308664 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1311325.875000 Penalty: 3042.324707
	Iteration 1F: 3 clusters Score -1311326 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1311626.375000 Penalty: 3042.324707
	Iteration 2F: 3 clusters Score -1311626 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1312006.375000 Penalty: 3042.324707
	Iteration 3F: 3 clusters Score -1312006 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1312384.250000 Penalty: 3042.324707
	Iteration 4F: 3 clusters Score -1312384 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1312716.750000 Penalty: 3042.324707
	Iteration 5F: 3 clusters Score -1312717 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1313049.125000 Penalty: 3042.324707
	Iteration 6F: 3 clusters Score -1313049 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1313441.750000 Penalty: 3042.324707
	Iteration 7F: 3 clusters Score -1313442 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1313827.750000 Penalty: 3042.324707
	Iteration 8F: 3 clusters Score -1313828 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1314187.125000 Penalty: 3042.324707
	Iteration 9Q: 3 clusters Score -1314187 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1314532.625000 Penalty: 3042.324707
	Iteration 10Q: 3 clusters Score -1314533 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1314806.500000 Penalty: 3042.324707
	Iteration 11Q: 3 clusters Score -1314806 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1315015.750000 Penalty: 3042.324707
	Iteration 12Q: 3 clusters Score -1315016 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1315171.875000 Penalty: 3042.324707
	Iteration 13Q: 3 clusters Score -1315172 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1315309.750000 Penalty: 3042.324707
	Iteration 14Q: 3 clusters Score -1315310 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1315428.250000 Penalty: 3042.324707
	Iteration 15Q: 3 clusters Score -1315428 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1315542.750000 Penalty: 3042.324707
	Iteration 16Q: 3 clusters Score -1315543 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1315643.750000 Penalty: 3042.324707
	Iteration 17Q: 3 clusters Score -1315644 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1315735.375000 Penalty: 3042.324707
	Iteration 18Q: 3 clusters Score -1315735 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1315827.125000 Penalty: 3042.324707
	Iteration 19Q: 3 clusters Score -1315827 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1315911.500000 Penalty: 3042.324707
	Iteration 20F: 3 clusters Score -1315912 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1315985.500000 Penalty: 3042.324707
	Iteration 21Q: 3 clusters Score -1315986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1316043.125000 Penalty: 3042.324707
	Iteration 22Q: 3 clusters Score -1316043 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1316099.375000 Penalty: 3042.324707
	Iteration 23Q: 3 clusters Score -1316099 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1316145.250000 Penalty: 3042.324707
	Iteration 24Q: 3 clusters Score -1316145 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1316184.000000 Penalty: 3042.324707
	Iteration 25Q: 3 clusters Score -1316184 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1316204.125000 Penalty: 3042.324707
	Iteration 26Q: 3 clusters Score -1316204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1316224.625000 Penalty: 3042.324707
	Iteration 27Q: 3 clusters Score -1316225 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1316234.625000 Penalty: 3042.324707
	Iteration 28Q: 3 clusters Score -1316235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1316253.000000 Penalty: 3042.324707
	Iteration 29Q: 3 clusters Score -1316253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1316265.000000 Penalty: 3042.324707
	Iteration 30Q: 3 clusters Score -1316265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1316280.875000 Penalty: 3042.324707
	Iteration 31Q: 3 clusters Score -1316281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1316293.375000 Penalty: 3042.324707
	Iteration 32Q: 3 clusters Score -1316293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1316296.500000 Penalty: 3042.324707
	Iteration 33Q: 3 clusters Score -1316296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1316304.250000 Penalty: 3042.324707
	Iteration 34Q: 3 clusters Score -1316304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1316308.500000 Penalty: 3042.324707
	Iteration 35Q: 3 clusters Score -1316308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1316312.250000 Penalty: 3042.324707
	Iteration 36Q: 3 clusters Score -1316312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1316316.125000 Penalty: 3042.324707
	Iteration 37Q: 3 clusters Score -1316316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1316318.625000 Penalty: 3042.324707
	Iteration 38Q: 3 clusters Score -1316319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1316322.000000 Penalty: 3042.324707
	Iteration 39Q: 3 clusters Score -1316322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1316322.625000 Penalty: 3042.324707
	Iteration 40F: 3 clusters Score -1316323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1316324.250000 Penalty: 3042.324707
	Iteration 41Q: 3 clusters Score -1316324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1316324.875000 Penalty: 3042.324707
	Iteration 42Q: 3 clusters Score -1316325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1316324.125000 Penalty: 3042.324707
	Iteration 43Q: 3 clusters Score -1316324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1316325.625000 Penalty: 3042.324707
	Iteration 44Q: 3 clusters Score -1316326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1316325.500000 Penalty: 3042.324707
	Iteration 45Q: 3 clusters Score -1316326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1316324.500000 Penalty: 3042.324707
	Iteration 46Q: 3 clusters Score -1316324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1316324.500000 Penalty: 3042.324707
	Iteration 47F: 3 clusters Score -1316324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177915 members 
Entering Unmasked Estep 
Score: -19487186.000000 Penalty: 1964.472412
	Iteration 0F: 2 clusters Score -1.948719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -19383164.000000 Penalty: 3928.944824
	Iteration 0F: 3 clusters Score -1.938316e+07 nChanged 86126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -19433918.000000 Penalty: 3928.944824
	Iteration 1F: 3 clusters Score -1.943392e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -19434870.000000 Penalty: 3928.944824
	Iteration 2Q: 3 clusters Score -1.943487e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -19436126.000000 Penalty: 3928.944824
	Iteration 3Q: 3 clusters Score -1.943613e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -19438144.000000 Penalty: 3928.944824
	Iteration 4Q: 3 clusters Score -1.943814e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -19440784.000000 Penalty: 3928.944824
	Iteration 5Q: 3 clusters Score -1.944078e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75320 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -19444164.000000 Penalty: 3928.944824
	Iteration 6Q: 3 clusters Score -1.944416e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 110057 members 
Entering Unmasked Estep 
Score: -19448716.000000 Penalty: 3928.944824
	Iteration 7F: 3 clusters Score -1.944872e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 119957 members 
Entering Unmasked Estep 
Score: -19454408.000000 Penalty: 3928.944824
	Iteration 8F: 3 clusters Score -1.945441e+07 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 131970 members 
Entering Unmasked Estep 
Score: -19461238.000000 Penalty: 3928.944824
	Iteration 9F: 3 clusters Score -1.946124e+07 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 144778 members 
Entering Unmasked Estep 
Score: -19468776.000000 Penalty: 3928.944824
	Iteration 10F: 3 clusters Score -1.946878e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 156867 members 
Entering Unmasked Estep 
Score: -19475856.000000 Penalty: 3928.944824
	Iteration 11F: 3 clusters Score -1.947586e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 166300 members 
Entering Unmasked Estep 
Score: -19481268.000000 Penalty: 3928.944824
	Iteration 12F: 3 clusters Score -1.948127e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 172362 members 
Entering Unmasked Estep 
Score: -19484110.000000 Penalty: 3928.944824
	Iteration 13Q: 3 clusters Score -1.948411e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 175425 members 
Entering Unmasked Estep 
Score: -19485110.000000 Penalty: 3928.944824
	Iteration 14Q: 3 clusters Score -1.948511e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 176683 members 
Entering Unmasked Estep 
Score: -19485470.000000 Penalty: 3928.944824
	Iteration 15Q: 3 clusters Score -1.948547e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 177112 members 
Entering Unmasked Estep 
Score: -19485720.000000 Penalty: 3928.944824
	Iteration 16Q: 3 clusters Score -1.948572e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 177243 members 
Entering Unmasked Estep 
Score: -19485898.000000 Penalty: 3928.944824
	Iteration 17Q: 3 clusters Score -1.94859e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 177287 members 
Entering Unmasked Estep 
Score: -19486050.000000 Penalty: 3928.944824
	Iteration 18Q: 3 clusters Score -1.948605e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 177285 members 
Entering Unmasked Estep 
Score: -19486162.000000 Penalty: 3928.944824
	Iteration 19Q: 3 clusters Score -1.948616e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 177286 members 
Entering Unmasked Estep 
Score: -19486244.000000 Penalty: 3928.944824
	Iteration 20F: 3 clusters Score -1.948624e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 177266 members 
Entering Unmasked Estep 
Score: -19486294.000000 Penalty: 3928.944824
	Iteration 21Q: 3 clusters Score -1.948629e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 177244 members 
Entering Unmasked Estep 
Score: -19486338.000000 Penalty: 3928.944824
	Iteration 22Q: 3 clusters Score -1.948634e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 177206 members 
Entering Unmasked Estep 
Score: -19486420.000000 Penalty: 3928.944824
	Iteration 23Q: 3 clusters Score -1.948642e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 177171 members 
Entering Unmasked Estep 
Score: -19486452.000000 Penalty: 3928.944824
	Iteration 24Q: 3 clusters Score -1.948645e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 177127 members 
Entering Unmasked Estep 
Score: -19486510.000000 Penalty: 3928.944824
	Iteration 25Q: 3 clusters Score -1.948651e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 177092 members 
Entering Unmasked Estep 
Score: -19486528.000000 Penalty: 3928.944824
	Iteration 26Q: 3 clusters Score -1.948653e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 177061 members 
Entering Unmasked Estep 
Score: -19486566.000000 Penalty: 3928.944824
	Iteration 27Q: 3 clusters Score -1.948657e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 177024 members 
Entering Unmasked Estep 
Score: -19486606.000000 Penalty: 3928.944824
	Iteration 28Q: 3 clusters Score -1.948661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 176992 members 
Entering Unmasked Estep 
Score: -19486644.000000 Penalty: 3928.944824
	Iteration 29Q: 3 clusters Score -1.948664e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 176957 members 
Entering Unmasked Estep 
Score: -19486690.000000 Penalty: 3928.944824
	Iteration 30Q: 3 clusters Score -1.948669e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 176928 members 
Entering Unmasked Estep 
Score: -19486710.000000 Penalty: 3928.944824
	Iteration 31Q: 3 clusters Score -1.948671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 176892 members 
Entering Unmasked Estep 
Score: -19486738.000000 Penalty: 3928.944824
	Iteration 32Q: 3 clusters Score -1.948674e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 176862 members 
Entering Unmasked Estep 
Score: -19486784.000000 Penalty: 3928.944824
	Iteration 33Q: 3 clusters Score -1.948678e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 176835 members 
Entering Unmasked Estep 
Score: -19486816.000000 Penalty: 3928.944824
	Iteration 34Q: 3 clusters Score -1.948682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 176821 members 
Entering Unmasked Estep 
Score: -19486854.000000 Penalty: 3928.944824
	Iteration 35Q: 3 clusters Score -1.948685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 176807 members 
Entering Unmasked Estep 
Score: -19486866.000000 Penalty: 3928.944824
	Iteration 36Q: 3 clusters Score -1.948687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 176792 members 
Entering Unmasked Estep 
Score: -19486880.000000 Penalty: 3928.944824
	Iteration 37Q: 3 clusters Score -1.948688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 176775 members 
Entering Unmasked Estep 
Score: -19486882.000000 Penalty: 3928.944824
	Iteration 38Q: 3 clusters Score -1.948688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 176761 members 
Entering Unmasked Estep 
Score: -19486894.000000 Penalty: 3928.944824
	Iteration 39Q: 3 clusters Score -1.948689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 176748 members 
Entering Unmasked Estep 
Score: -19486902.000000 Penalty: 3928.944824
	Iteration 40F: 3 clusters Score -1.94869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 176728 members 
Entering Unmasked Estep 
Score: -19486904.000000 Penalty: 3928.944824
	Iteration 41Q: 3 clusters Score -1.94869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 176708 members 
Entering Unmasked Estep 
Score: -19486910.000000 Penalty: 3928.944824
	Iteration 42Q: 3 clusters Score -1.948691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 176696 members 
Entering Unmasked Estep 
Score: -19486922.000000 Penalty: 3928.944824
	Iteration 43Q: 3 clusters Score -1.948692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 176690 members 
Entering Unmasked Estep 
Score: -19486916.000000 Penalty: 3928.944824
	Iteration 44Q: 3 clusters Score -1.948692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 176690 members 
Entering Unmasked Estep 
Score: -19486914.000000 Penalty: 3928.944824
	Iteration 45Q: 3 clusters Score -1.948691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 176685 members 
Entering Unmasked Estep 
Score: -19486920.000000 Penalty: 3928.944824
	Iteration 46Q: 3 clusters Score -1.948692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 176683 members 
Entering Unmasked Estep 
Score: -19486936.000000 Penalty: 3928.944824
	Iteration 47Q: 3 clusters Score -1.948694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 176681 members 
Entering Unmasked Estep 
Score: -19486916.000000 Penalty: 3928.944824
	Iteration 48Q: 3 clusters Score -1.948692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 176679 members 
Entering Unmasked Estep 
Score: -19486920.000000 Penalty: 3928.944824
	Iteration 49Q: 3 clusters Score -1.948692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 176679 members 
Entering Unmasked Estep 
Score: -19486920.000000 Penalty: 3928.944824
	Iteration 50F: 3 clusters Score -1.948692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Entering Unmasked Estep 
Score: -894263.500000 Penalty: 1468.154297
	Iteration 0F: 2 clusters Score -894263.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -888094.937500 Penalty: 2936.308594
	Iteration 0F: 3 clusters Score -888094.9 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -890151.437500 Penalty: 2936.308594
	Iteration 1F: 3 clusters Score -890151.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -890521.312500 Penalty: 2936.308594
	Iteration 2F: 3 clusters Score -890521.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -890789.062500 Penalty: 2936.308594
	Iteration 3F: 3 clusters Score -890789.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -891041.375000 Penalty: 2936.308594
	Iteration 4F: 3 clusters Score -891041.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -891281.250000 Penalty: 2936.308594
	Iteration 5Q: 3 clusters Score -891281.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -891528.000000 Penalty: 2936.308594
	Iteration 6Q: 3 clusters Score -891528 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -891799.687500 Penalty: 2936.308594
	Iteration 7Q: 3 clusters Score -891799.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -892126.812500 Penalty: 2936.308594
	Iteration 8F: 3 clusters Score -892126.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -892502.812500 Penalty: 2936.308594
	Iteration 9F: 3 clusters Score -892502.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -892843.500000 Penalty: 2936.308594
	Iteration 10Q: 3 clusters Score -892843.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -893162.625000 Penalty: 2936.308594
	Iteration 11Q: 3 clusters Score -893162.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -893403.437500 Penalty: 2936.308594
	Iteration 12Q: 3 clusters Score -893403.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -893606.500000 Penalty: 2936.308594
	Iteration 13Q: 3 clusters Score -893606.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -893737.562500 Penalty: 2936.308594
	Iteration 14Q: 3 clusters Score -893737.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -893788.437500 Penalty: 2936.308594
	Iteration 15Q: 3 clusters Score -893788.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -893856.375000 Penalty: 2936.308594
	Iteration 16Q: 3 clusters Score -893856.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -893920.875000 Penalty: 2936.308594
	Iteration 17Q: 3 clusters Score -893920.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -893991.125000 Penalty: 2936.308594
	Iteration 18Q: 3 clusters Score -893991.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -894046.437500 Penalty: 2936.308594
	Iteration 19Q: 3 clusters Score -894046.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -894499.250000 Penalty: 2936.308594
	Iteration 20F: 3 clusters Score -894499.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -894874.625000 Penalty: 2936.308594
	Iteration 21Q: 3 clusters Score -894874.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -895024.625000 Penalty: 2936.308594
	Iteration 22Q: 3 clusters Score -895024.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -895122.500000 Penalty: 2936.308594
	Iteration 23Q: 3 clusters Score -895122.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -895172.562500 Penalty: 2936.308594
	Iteration 24Q: 3 clusters Score -895172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -895186.062500 Penalty: 2936.308594
	Iteration 25Q: 3 clusters Score -895186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -895192.312500 Penalty: 2936.308594
	Iteration 26Q: 3 clusters Score -895192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -895192.437500 Penalty: 2936.308594
	Iteration 27Q: 3 clusters Score -895192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -895192.250000 Penalty: 2936.308594
	Iteration 28Q: 3 clusters Score -895192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -895192.250000 Penalty: 2936.308594
	Iteration 29F: 3 clusters Score -895192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 7585 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 18292 members 
Mstep: Class 8 contains 6414 members 
Mstep: Class 9 contains 17578 members 
Mstep: Class 10 contains 293 members 
Mstep: Class 11 contains 12172 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 69775 members 
Mstep: Class 15 contains 27450 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 18 contains 11626 members 
Mstep: Class 19 contains 177915 members 
Mstep: Class 20 contains 8097 members 
Entering Unmasked Estep 
Score: -41691096.000000 Penalty: 37625.707031
Splitting cluster 20 changes total score from -41690124.000000 to -41691096.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 7585 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 8 contains 6414 members 
Mstep: Class 9 contains 17578 members 
Mstep: Class 11 contains 12172 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 69775 members 
Mstep: Class 15 contains 27450 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 18 contains 11626 members 
Mstep: Class 19 contains 177915 members 
Mstep: Class 20 contains 8097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692664.000000 Penalty: 37625.707031
Iteration 39Q: 19 clusters Score -4.169266e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7215 members 
Mstep: Class 3 contains 3779 members 
Mstep: Class 4 contains 7572 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 18315 members 
Mstep: Class 8 contains 6340 members 
Mstep: Class 9 contains 17650 members 
Mstep: Class 10 contains 288 members 
Mstep: Class 11 contains 12175 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 69655 members 
Mstep: Class 15 contains 27336 members 
Mstep: Class 16 contains 6223 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 177753 members 
Mstep: Class 20 contains 8365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694032.000000 Penalty: 37625.707031
Iteration 40F: 19 clusters Score -4.169403e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 7571 members 
Mstep: Class 5 contains 4370 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 18287 members 
Mstep: Class 8 contains 6250 members 
Mstep: Class 9 contains 17798 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 12151 members 
Mstep: Class 13 contains 4756 members 
Mstep: Class 14 contains 69476 members 
Mstep: Class 15 contains 27244 members 
Mstep: Class 16 contains 6100 members 
Mstep: Class 18 contains 11816 members 
Mstep: Class 19 contains 177682 members 
Mstep: Class 20 contains 8598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694572.000000 Penalty: 37625.707031
Iteration 41Q: 19 clusters Score -4.169457e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 3917 members 
Mstep: Class 4 contains 7573 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 18259 members 
Mstep: Class 8 contains 6152 members 
Mstep: Class 9 contains 17887 members 
Mstep: Class 10 contains 329 members 
Mstep: Class 11 contains 12145 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 69292 members 
Mstep: Class 15 contains 27160 members 
Mstep: Class 16 contains 6035 members 
Mstep: Class 18 contains 11904 members 
Mstep: Class 19 contains 177608 members 
Mstep: Class 20 contains 8850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695028.000000 Penalty: 37625.707031
Iteration 42Q: 19 clusters Score -4.169503e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7388 members 
Mstep: Class 3 contains 3954 members 
Mstep: Class 4 contains 7572 members 
Mstep: Class 5 contains 4409 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 18247 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 17942 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12128 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 69088 members 
Mstep: Class 15 contains 27086 members 
Mstep: Class 16 contains 5987 members 
Mstep: Class 18 contains 11978 members 
Mstep: Class 19 contains 177595 members 
Mstep: Class 20 contains 9075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695376.000000 Penalty: 37625.707031
Iteration 43Q: 19 clusters Score -4.169538e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 7566 members 
Mstep: Class 5 contains 4416 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 7 contains 18246 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 17995 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12111 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 68897 members 
Mstep: Class 15 contains 27032 members 
Mstep: Class 16 contains 5923 members 
Mstep: Class 18 contains 12024 members 
Mstep: Class 19 contains 177632 members 
Mstep: Class 20 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695520.000000 Penalty: 37625.707031
Iteration 44Q: 19 clusters Score -4.169552e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7539 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 1713 members 
Mstep: Class 7 contains 18252 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 9 contains 18050 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12094 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 68708 members 
Mstep: Class 15 contains 26983 members 
Mstep: Class 16 contains 5861 members 
Mstep: Class 18 contains 12071 members 
Mstep: Class 19 contains 177651 members 
Mstep: Class 20 contains 9479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695528.000000 Penalty: 37625.707031
Iteration 45Q: 19 clusters Score -4.169553e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7611 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 7546 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 18252 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 18089 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12084 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 68561 members 
Mstep: Class 15 contains 26936 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 18 contains 12111 members 
Mstep: Class 19 contains 177689 members 
Mstep: Class 20 contains 9643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695528.000000 Penalty: 37625.707031
Iteration 46Q: 19 clusters Score -4.169553e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7681 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 4468 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 18251 members 
Mstep: Class 8 contains 5797 members 
Mstep: Class 9 contains 18132 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12077 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 68438 members 
Mstep: Class 15 contains 26902 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 18 contains 12127 members 
Mstep: Class 19 contains 177717 members 
Mstep: Class 20 contains 9759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695584.000000 Penalty: 37625.707031
Iteration 47Q: 19 clusters Score -4.169558e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7760 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 18233 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 18154 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12065 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 14 contains 68351 members 
Mstep: Class 15 contains 26879 members 
Mstep: Class 16 contains 5660 members 
Mstep: Class 18 contains 12142 members 
Mstep: Class 19 contains 177745 members 
Mstep: Class 20 contains 9877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695524.000000 Penalty: 37625.707031
Iteration 48Q: 19 clusters Score -4.169552e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7833 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 7531 members 
Mstep: Class 5 contains 4494 members 
Mstep: Class 6 contains 1742 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 5662 members 
Mstep: Class 9 contains 18170 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12045 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 68271 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 18 contains 12145 members 
Mstep: Class 19 contains 177739 members 
Mstep: Class 20 contains 9961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695684.000000 Penalty: 37625.707031
Iteration 49Q: 19 clusters Score -4.169568e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7907 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 7527 members 
Mstep: Class 5 contains 4502 members 
Mstep: Class 6 contains 1752 members 
Mstep: Class 7 contains 18221 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 18183 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12028 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 68206 members 
Mstep: Class 15 contains 26859 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 18 contains 12156 members 
Mstep: Class 19 contains 177746 members 
Mstep: Class 20 contains 10051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695664.000000 Penalty: 37625.707031
Iteration 50Q: 19 clusters Score -4.169566e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7980 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 4510 members 
Mstep: Class 6 contains 1759 members 
Mstep: Class 7 contains 18202 members 
Mstep: Class 8 contains 5567 members 
Mstep: Class 9 contains 18203 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12019 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 68144 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 16 contains 5566 members 
Mstep: Class 18 contains 12165 members 
Mstep: Class 19 contains 177719 members 
Mstep: Class 20 contains 10135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695940.000000 Penalty: 37625.707031
Iteration 51Q: 19 clusters Score -4.169594e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 4514 members 
Mstep: Class 6 contains 1765 members 
Mstep: Class 7 contains 18183 members 
Mstep: Class 8 contains 5498 members 
Mstep: Class 9 contains 18204 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12011 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 68100 members 
Mstep: Class 15 contains 26846 members 
Mstep: Class 16 contains 5588 members 
Mstep: Class 18 contains 12169 members 
Mstep: Class 19 contains 177697 members 
Mstep: Class 20 contains 10207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696040.000000 Penalty: 37625.707031
Iteration 52Q: 19 clusters Score -4.169604e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8055 members 
Mstep: Class 3 contains 4050 members 
Mstep: Class 4 contains 7524 members 
Mstep: Class 5 contains 4528 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 18173 members 
Mstep: Class 8 contains 5412 members 
Mstep: Class 9 contains 18205 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12004 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 68080 members 
Mstep: Class 15 contains 26846 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 18 contains 12176 members 
Mstep: Class 19 contains 177654 members 
Mstep: Class 20 contains 10282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696144.000000 Penalty: 37625.707031
Iteration 53Q: 19 clusters Score -4.169614e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 4059 members 
Mstep: Class 4 contains 7527 members 
Mstep: Class 5 contains 4541 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 18160 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 18208 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12008 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 68038 members 
Mstep: Class 15 contains 26847 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 18 contains 12180 members 
Mstep: Class 19 contains 177597 members 
Mstep: Class 20 contains 10352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696272.000000 Penalty: 37625.707031
Iteration 54Q: 19 clusters Score -4.169627e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8083 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 7526 members 
Mstep: Class 5 contains 4542 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 18169 members 
Mstep: Class 8 contains 5258 members 
Mstep: Class 9 contains 18204 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 12007 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 68006 members 
Mstep: Class 15 contains 26843 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 18 contains 12178 members 
Mstep: Class 19 contains 177529 members 
Mstep: Class 20 contains 10424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696280.000000 Penalty: 37625.707031
Iteration 55Q: 19 clusters Score -4.169628e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 7525 members 
Mstep: Class 5 contains 4543 members 
Mstep: Class 6 contains 1789 members 
Mstep: Class 7 contains 18178 members 
Mstep: Class 8 contains 5205 members 
Mstep: Class 9 contains 18186 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 12004 members 
Mstep: Class 13 contains 4574 members 
Mstep: Class 14 contains 67969 members 
Mstep: Class 15 contains 26847 members 
Mstep: Class 16 contains 5865 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 177469 members 
Mstep: Class 20 contains 10496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696356.000000 Penalty: 37625.707031
Iteration 56Q: 19 clusters Score -4.169636e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8111 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 4545 members 
Mstep: Class 6 contains 1793 members 
Mstep: Class 7 contains 18185 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 18175 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11992 members 
Mstep: Class 13 contains 4562 members 
Mstep: Class 14 contains 67929 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 18 contains 12180 members 
Mstep: Class 19 contains 177418 members 
Mstep: Class 20 contains 10565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696364.000000 Penalty: 37625.707031
Iteration 57Q: 19 clusters Score -4.169636e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8114 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 7523 members 
Mstep: Class 5 contains 4549 members 
Mstep: Class 6 contains 1794 members 
Mstep: Class 7 contains 18189 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 18157 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11985 members 
Mstep: Class 13 contains 4554 members 
Mstep: Class 14 contains 67892 members 
Mstep: Class 15 contains 26841 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 18 contains 12178 members 
Mstep: Class 19 contains 177371 members 
Mstep: Class 20 contains 10631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696400.000000 Penalty: 37625.707031
Iteration 58Q: 19 clusters Score -4.16964e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8108 members 
Mstep: Class 3 contains 4107 members 
Mstep: Class 4 contains 7526 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 1796 members 
Mstep: Class 7 contains 18184 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 18134 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11980 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 14 contains 67855 members 
Mstep: Class 15 contains 26834 members 
Mstep: Class 16 contains 6088 members 
Mstep: Class 18 contains 12184 members 
Mstep: Class 19 contains 177349 members 
Mstep: Class 20 contains 10686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696336.000000 Penalty: 37625.707031
Iteration 59Q: 19 clusters Score -4.169634e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8112 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 1799 members 
Mstep: Class 7 contains 18186 members 
Mstep: Class 8 contains 5057 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11977 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 67812 members 
Mstep: Class 15 contains 26834 members 
Mstep: Class 16 contains 6153 members 
Mstep: Class 18 contains 12184 members 
Mstep: Class 19 contains 177310 members 
Mstep: Class 20 contains 10742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696412.000000 Penalty: 37625.707031
Iteration 60F: 19 clusters Score -4.169641e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8116 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 18191 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 18089 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 67775 members 
Mstep: Class 15 contains 26834 members 
Mstep: Class 16 contains 6225 members 
Mstep: Class 18 contains 12183 members 
Mstep: Class 19 contains 177293 members 
Mstep: Class 20 contains 10790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696496.000000 Penalty: 37625.707031
Iteration 61Q: 19 clusters Score -4.16965e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8117 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 7527 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 1853 members 
Mstep: Class 7 contains 18192 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 18064 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 13 contains 4510 members 
Mstep: Class 14 contains 67747 members 
Mstep: Class 15 contains 26843 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 18 contains 12183 members 
Mstep: Class 19 contains 177268 members 
Mstep: Class 20 contains 10835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696396.000000 Penalty: 37625.707031
Iteration 62Q: 19 clusters Score -4.16964e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 18192 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 18049 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11958 members 
Mstep: Class 13 contains 4503 members 
Mstep: Class 14 contains 67714 members 
Mstep: Class 15 contains 26840 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 177244 members 
Mstep: Class 20 contains 10893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696440.000000 Penalty: 37625.707031
Iteration 63Q: 19 clusters Score -4.169644e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8121 members 
Mstep: Class 3 contains 4168 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 4569 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 18191 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 18039 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 13 contains 4495 members 
Mstep: Class 14 contains 67689 members 
Mstep: Class 15 contains 26832 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 177234 members 
Mstep: Class 20 contains 10951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696524.000000 Penalty: 37625.707031
Iteration 64Q: 19 clusters Score -4.169652e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8121 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 7529 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 18190 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 18033 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11944 members 
Mstep: Class 13 contains 4490 members 
Mstep: Class 14 contains 67670 members 
Mstep: Class 15 contains 26829 members 
Mstep: Class 16 contains 6434 members 
Mstep: Class 18 contains 12185 members 
Mstep: Class 19 contains 177205 members 
Mstep: Class 20 contains 10996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696516.000000 Penalty: 37625.707031
Iteration 65Q: 19 clusters Score -4.169652e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 4191 members 
Mstep: Class 4 contains 7527 members 
Mstep: Class 5 contains 4572 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 18190 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 18024 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11943 members 
Mstep: Class 13 contains 4480 members 
Mstep: Class 14 contains 67646 members 
Mstep: Class 15 contains 26822 members 
Mstep: Class 16 contains 6478 members 
Mstep: Class 18 contains 12185 members 
Mstep: Class 19 contains 177187 members 
Mstep: Class 20 contains 11040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696512.000000 Penalty: 37625.707031
Iteration 66Q: 19 clusters Score -4.169651e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 4196 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 4581 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 18193 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 18019 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11940 members 
Mstep: Class 13 contains 4473 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 26811 members 
Mstep: Class 16 contains 6532 members 
Mstep: Class 18 contains 12184 members 
Mstep: Class 19 contains 177164 members 
Mstep: Class 20 contains 11074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696592.000000 Penalty: 37625.707031
Iteration 67Q: 19 clusters Score -4.169659e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 4203 members 
Mstep: Class 4 contains 7529 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 6 contains 1858 members 
Mstep: Class 7 contains 18199 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 18009 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11936 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 14 contains 67594 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 18 contains 12183 members 
Mstep: Class 19 contains 177150 members 
Mstep: Class 20 contains 11102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696624.000000 Penalty: 37625.707031
Iteration 68Q: 19 clusters Score -4.169662e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 4214 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 4622 members 
Mstep: Class 6 contains 1855 members 
Mstep: Class 7 contains 18201 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11938 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 67555 members 
Mstep: Class 15 contains 26798 members 
Mstep: Class 16 contains 6624 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 177123 members 
Mstep: Class 20 contains 11131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696712.000000 Penalty: 37625.707031
Iteration 69Q: 19 clusters Score -4.169671e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 7534 members 
Mstep: Class 5 contains 4645 members 
Mstep: Class 6 contains 1851 members 
Mstep: Class 7 contains 18202 members 
Mstep: Class 8 contains 4732 members 
Mstep: Class 9 contains 17988 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11936 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 67512 members 
Mstep: Class 15 contains 26790 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 18 contains 12179 members 
Mstep: Class 19 contains 177104 members 
Mstep: Class 20 contains 11146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696760.000000 Penalty: 37625.707031
Iteration 70Q: 19 clusters Score -4.169676e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 4231 members 
Mstep: Class 4 contains 7531 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 6 contains 1846 members 
Mstep: Class 7 contains 18205 members 
Mstep: Class 8 contains 4722 members 
Mstep: Class 9 contains 17982 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11928 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 26803 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 18 contains 12177 members 
Mstep: Class 19 contains 177069 members 
Mstep: Class 20 contains 11157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696816.000000 Penalty: 37625.707031
Iteration 71Q: 19 clusters Score -4.169682e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 4235 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 4668 members 
Mstep: Class 6 contains 1851 members 
Mstep: Class 7 contains 18209 members 
Mstep: Class 8 contains 4718 members 
Mstep: Class 9 contains 17968 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11921 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 67448 members 
Mstep: Class 15 contains 26803 members 
Mstep: Class 16 contains 6798 members 
Mstep: Class 18 contains 12175 members 
Mstep: Class 19 contains 177035 members 
Mstep: Class 20 contains 11172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696864.000000 Penalty: 37625.707031
Iteration 72Q: 19 clusters Score -4.169686e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 4239 members 
Mstep: Class 4 contains 7535 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 1860 members 
Mstep: Class 7 contains 18218 members 
Mstep: Class 8 contains 4720 members 
Mstep: Class 9 contains 17945 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11919 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 67420 members 
Mstep: Class 15 contains 26806 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 18 contains 12174 members 
Mstep: Class 19 contains 176995 members 
Mstep: Class 20 contains 11188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696932.000000 Penalty: 37625.707031
Iteration 73Q: 19 clusters Score -4.169693e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 4244 members 
Mstep: Class 4 contains 7534 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 18219 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 17932 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11920 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 67391 members 
Mstep: Class 15 contains 26811 members 
Mstep: Class 16 contains 6889 members 
Mstep: Class 18 contains 12174 members 
Mstep: Class 19 contains 176954 members 
Mstep: Class 20 contains 11205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696952.000000 Penalty: 37625.707031
Iteration 74Q: 19 clusters Score -4.169695e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 1870 members 
Mstep: Class 7 contains 18219 members 
Mstep: Class 8 contains 4704 members 
Mstep: Class 9 contains 17919 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11918 members 
Mstep: Class 13 contains 4422 members 
Mstep: Class 14 contains 67359 members 
Mstep: Class 15 contains 26809 members 
Mstep: Class 16 contains 6951 members 
Mstep: Class 18 contains 12172 members 
Mstep: Class 19 contains 176917 members 
Mstep: Class 20 contains 11228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697020.000000 Penalty: 37625.707031
Iteration 75Q: 19 clusters Score -4.169702e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 4260 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 18223 members 
Mstep: Class 8 contains 4699 members 
Mstep: Class 9 contains 17912 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11915 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 67317 members 
Mstep: Class 15 contains 26811 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 18 contains 12169 members 
Mstep: Class 19 contains 176874 members 
Mstep: Class 20 contains 11247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697136.000000 Penalty: 37625.707031
Iteration 76Q: 19 clusters Score -4.169714e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8155 members 
Mstep: Class 3 contains 4263 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18227 members 
Mstep: Class 8 contains 4699 members 
Mstep: Class 9 contains 17903 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11911 members 
Mstep: Class 13 contains 4414 members 
Mstep: Class 14 contains 67266 members 
Mstep: Class 15 contains 26809 members 
Mstep: Class 16 contains 7062 members 
Mstep: Class 18 contains 12170 members 
Mstep: Class 19 contains 176841 members 
Mstep: Class 20 contains 11264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697164.000000 Penalty: 37625.707031
Iteration 77Q: 19 clusters Score -4.169716e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8165 members 
Mstep: Class 3 contains 4263 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 18231 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 17894 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 67220 members 
Mstep: Class 15 contains 26814 members 
Mstep: Class 16 contains 7117 members 
Mstep: Class 18 contains 12171 members 
Mstep: Class 19 contains 176810 members 
Mstep: Class 20 contains 11278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697176.000000 Penalty: 37625.707031
Iteration 78Q: 19 clusters Score -4.169718e+07 nChanged 316
Entering ConstructFrom: 
Score: -41697176.000000 Penalty: 37625.707031
Entering ConstructFrom: 
Trying to split cluster 1 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -44443.875000 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -44443.88 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 245 members 
Entering Unmasked Estep 
Score: -43450.589844 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -43450.59 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43719.445312 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -43719.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43875.656250 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -43875.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43984.453125 Penalty: 2021.691772
	Iteration 3F: 3 clusters Score -43984.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44101.710938 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -44101.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44261.214844 Penalty: 2021.691772
	Iteration 5F: 3 clusters Score -44261.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44359.089844 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -44359.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44412.023438 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -44412.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44444.871094 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -44444.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44455.531250 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -44455.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44461.042969 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -44461.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44467.109375 Penalty: 2021.691772
	Iteration 11Q: 3 clusters Score -44467.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44471.417969 Penalty: 2021.691772
	Iteration 12Q: 3 clusters Score -44471.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44474.289062 Penalty: 2021.691772
	Iteration 13Q: 3 clusters Score -44474.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44478.339844 Penalty: 2021.691772
	Iteration 14Q: 3 clusters Score -44478.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44478.339844 Penalty: 2021.691772
	Iteration 15F: 3 clusters Score -44478.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8172 members 
Mstep: Class 3 contains 4263 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 17870 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11907 members 
Mstep: Class 12 contains 324 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 67172 members 
Mstep: Class 15 contains 26820 members 
Mstep: Class 16 contains 7194 members 
Mstep: Class 18 contains 12167 members 
Mstep: Class 19 contains 176779 members 
Mstep: Class 20 contains 11295 members 
Entering Unmasked Estep 
Score: -41696100.000000 Penalty: 39716.023438
Splitting cluster 1 changes total score from -41697176.000000 to -41696100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Entering Unmasked Estep 
Score: -885644.750000 Penalty: 1463.876099
	Iteration 0F: 2 clusters Score -885644.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -879730.875000 Penalty: 2927.752197
	Iteration 0F: 3 clusters Score -879730.9 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -881717.375000 Penalty: 2927.752197
	Iteration 1F: 3 clusters Score -881717.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -882247.562500 Penalty: 2927.752197
	Iteration 2F: 3 clusters Score -882247.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -882826.812500 Penalty: 2927.752197
	Iteration 3F: 3 clusters Score -882826.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -883424.125000 Penalty: 2927.752197
	Iteration 4F: 3 clusters Score -883424.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -883866.500000 Penalty: 2927.752197
	Iteration 5F: 3 clusters Score -883866.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -884136.500000 Penalty: 2927.752197
	Iteration 6F: 3 clusters Score -884136.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -884314.750000 Penalty: 2927.752197
	Iteration 7Q: 3 clusters Score -884314.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -884409.875000 Penalty: 2927.752197
	Iteration 8Q: 3 clusters Score -884409.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -884495.687500 Penalty: 2927.752197
	Iteration 9Q: 3 clusters Score -884495.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -884567.312500 Penalty: 2927.752197
	Iteration 10Q: 3 clusters Score -884567.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -884647.500000 Penalty: 2927.752197
	Iteration 11Q: 3 clusters Score -884647.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -884731.187500 Penalty: 2927.752197
	Iteration 12Q: 3 clusters Score -884731.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -884793.937500 Penalty: 2927.752197
	Iteration 13Q: 3 clusters Score -884793.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -884834.687500 Penalty: 2927.752197
	Iteration 14Q: 3 clusters Score -884834.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -884863.125000 Penalty: 2927.752197
	Iteration 15Q: 3 clusters Score -884863.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -884894.937500 Penalty: 2927.752197
	Iteration 16Q: 3 clusters Score -884894.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -884913.250000 Penalty: 2927.752197
	Iteration 17Q: 3 clusters Score -884913.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -884926.500000 Penalty: 2927.752197
	Iteration 18Q: 3 clusters Score -884926.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -884936.312500 Penalty: 2927.752197
	Iteration 19Q: 3 clusters Score -884936.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -884943.937500 Penalty: 2927.752197
	Iteration 20F: 3 clusters Score -884943.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -884951.625000 Penalty: 2927.752197
	Iteration 21Q: 3 clusters Score -884951.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -884959.062500 Penalty: 2927.752197
	Iteration 22Q: 3 clusters Score -884959.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -884966.625000 Penalty: 2927.752197
	Iteration 23Q: 3 clusters Score -884966.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -884973.562500 Penalty: 2927.752197
	Iteration 24Q: 3 clusters Score -884973.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -884975.375000 Penalty: 2927.752197
	Iteration 25Q: 3 clusters Score -884975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -884976.375000 Penalty: 2927.752197
	Iteration 26Q: 3 clusters Score -884976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -884978.125000 Penalty: 2927.752197
	Iteration 27Q: 3 clusters Score -884978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -884980.125000 Penalty: 2927.752197
	Iteration 28Q: 3 clusters Score -884980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -884983.750000 Penalty: 2927.752197
	Iteration 29Q: 3 clusters Score -884983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -884983.000000 Penalty: 2927.752197
	Iteration 30Q: 3 clusters Score -884983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -884982.437500 Penalty: 2927.752197
	Iteration 31Q: 3 clusters Score -884982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -884984.375000 Penalty: 2927.752197
	Iteration 32Q: 3 clusters Score -884984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -884984.312500 Penalty: 2927.752197
	Iteration 33Q: 3 clusters Score -884984.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -884984.187500 Penalty: 2927.752197
	Iteration 34Q: 3 clusters Score -884984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -884984.187500 Penalty: 2927.752197
	Iteration 35F: 3 clusters Score -884984.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Entering Unmasked Estep 
Score: -474169.968750 Penalty: 1358.130859
	Iteration 0F: 2 clusters Score -474170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -470632.937500 Penalty: 2716.261719
	Iteration 0F: 3 clusters Score -470632.9 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -471540.562500 Penalty: 2716.261719
	Iteration 1F: 3 clusters Score -471540.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -471706.062500 Penalty: 2716.261719
	Iteration 2F: 3 clusters Score -471706.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -471836.281250 Penalty: 2716.261719
	Iteration 3F: 3 clusters Score -471836.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -471939.031250 Penalty: 2716.261719
	Iteration 4Q: 3 clusters Score -471939 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -472033.656250 Penalty: 2716.261719
	Iteration 5Q: 3 clusters Score -472033.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -472119.000000 Penalty: 2716.261719
	Iteration 6Q: 3 clusters Score -472119 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -472193.468750 Penalty: 2716.261719
	Iteration 7Q: 3 clusters Score -472193.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -472259.218750 Penalty: 2716.261719
	Iteration 8Q: 3 clusters Score -472259.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -472331.593750 Penalty: 2716.261719
	Iteration 9Q: 3 clusters Score -472331.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -472406.843750 Penalty: 2716.261719
	Iteration 10Q: 3 clusters Score -472406.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -472481.093750 Penalty: 2716.261719
	Iteration 11Q: 3 clusters Score -472481.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -472536.718750 Penalty: 2716.261719
	Iteration 12Q: 3 clusters Score -472536.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -472579.937500 Penalty: 2716.261719
	Iteration 13Q: 3 clusters Score -472579.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -472608.125000 Penalty: 2716.261719
	Iteration 14Q: 3 clusters Score -472608.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -472636.437500 Penalty: 2716.261719
	Iteration 15Q: 3 clusters Score -472636.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -472665.218750 Penalty: 2716.261719
	Iteration 16Q: 3 clusters Score -472665.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -472686.937500 Penalty: 2716.261719
	Iteration 17Q: 3 clusters Score -472686.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -472703.562500 Penalty: 2716.261719
	Iteration 18Q: 3 clusters Score -472703.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -472717.718750 Penalty: 2716.261719
	Iteration 19Q: 3 clusters Score -472717.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -472732.750000 Penalty: 2716.261719
	Iteration 20F: 3 clusters Score -472732.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -472741.656250 Penalty: 2716.261719
	Iteration 21Q: 3 clusters Score -472741.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -472751.437500 Penalty: 2716.261719
	Iteration 22Q: 3 clusters Score -472751.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -472762.906250 Penalty: 2716.261719
	Iteration 23Q: 3 clusters Score -472762.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -472778.531250 Penalty: 2716.261719
	Iteration 24Q: 3 clusters Score -472778.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -472795.031250 Penalty: 2716.261719
	Iteration 25Q: 3 clusters Score -472795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -472812.031250 Penalty: 2716.261719
	Iteration 26Q: 3 clusters Score -472812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -472825.781250 Penalty: 2716.261719
	Iteration 27Q: 3 clusters Score -472825.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -472837.031250 Penalty: 2716.261719
	Iteration 28Q: 3 clusters Score -472837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -472843.656250 Penalty: 2716.261719
	Iteration 29Q: 3 clusters Score -472843.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -472849.562500 Penalty: 2716.261719
	Iteration 30Q: 3 clusters Score -472849.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -472854.593750 Penalty: 2716.261719
	Iteration 31Q: 3 clusters Score -472854.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -472862.656250 Penalty: 2716.261719
	Iteration 32Q: 3 clusters Score -472862.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -472868.906250 Penalty: 2716.261719
	Iteration 33Q: 3 clusters Score -472868.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -472875.343750 Penalty: 2716.261719
	Iteration 34Q: 3 clusters Score -472875.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -472881.218750 Penalty: 2716.261719
	Iteration 35Q: 3 clusters Score -472881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -472883.562500 Penalty: 2716.261719
	Iteration 36Q: 3 clusters Score -472883.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -472887.781250 Penalty: 2716.261719
	Iteration 37Q: 3 clusters Score -472887.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -472893.156250 Penalty: 2716.261719
	Iteration 38Q: 3 clusters Score -472893.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -472899.937500 Penalty: 2716.261719
	Iteration 39Q: 3 clusters Score -472899.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -472908.468750 Penalty: 2716.261719
	Iteration 40F: 3 clusters Score -472908.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -472915.375000 Penalty: 2716.261719
	Iteration 41Q: 3 clusters Score -472915.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -472921.218750 Penalty: 2716.261719
	Iteration 42Q: 3 clusters Score -472921.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -472927.250000 Penalty: 2716.261719
	Iteration 43Q: 3 clusters Score -472927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -472932.781250 Penalty: 2716.261719
	Iteration 44Q: 3 clusters Score -472932.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -472939.031250 Penalty: 2716.261719
	Iteration 45Q: 3 clusters Score -472939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -472943.375000 Penalty: 2716.261719
	Iteration 46Q: 3 clusters Score -472943.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -472948.531250 Penalty: 2716.261719
	Iteration 47Q: 3 clusters Score -472948.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -472953.937500 Penalty: 2716.261719
	Iteration 48Q: 3 clusters Score -472953.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -472958.968750 Penalty: 2716.261719
	Iteration 49Q: 3 clusters Score -472959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -472964.656250 Penalty: 2716.261719
	Iteration 50Q: 3 clusters Score -472964.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -472973.031250 Penalty: 2716.261719
	Iteration 51Q: 3 clusters Score -472973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -472974.906250 Penalty: 2716.261719
	Iteration 52Q: 3 clusters Score -472974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -472975.781250 Penalty: 2716.261719
	Iteration 53Q: 3 clusters Score -472975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -472978.593750 Penalty: 2716.261719
	Iteration 54Q: 3 clusters Score -472978.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -472978.593750 Penalty: 2716.261719
	Iteration 55F: 3 clusters Score -472978.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Entering Unmasked Estep 
Score: -831652.000000 Penalty: 1450.774780
	Iteration 0F: 2 clusters Score -831652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -825987.375000 Penalty: 2901.549561
	Iteration 0F: 3 clusters Score -825987.4 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -827713.937500 Penalty: 2901.549561
	Iteration 1F: 3 clusters Score -827713.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -827987.437500 Penalty: 2901.549561
	Iteration 2F: 3 clusters Score -827987.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -828207.750000 Penalty: 2901.549561
	Iteration 3F: 3 clusters Score -828207.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -828426.125000 Penalty: 2901.549561
	Iteration 4Q: 3 clusters Score -828426.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -828619.375000 Penalty: 2901.549561
	Iteration 5Q: 3 clusters Score -828619.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -828799.875000 Penalty: 2901.549561
	Iteration 6Q: 3 clusters Score -828799.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -828988.812500 Penalty: 2901.549561
	Iteration 7Q: 3 clusters Score -828988.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -829203.812500 Penalty: 2901.549561
	Iteration 8Q: 3 clusters Score -829203.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -829402.062500 Penalty: 2901.549561
	Iteration 9Q: 3 clusters Score -829402.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -829613.625000 Penalty: 2901.549561
	Iteration 10Q: 3 clusters Score -829613.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -829912.750000 Penalty: 2901.549561
	Iteration 11Q: 3 clusters Score -829912.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -830409.750000 Penalty: 2901.549561
	Iteration 12Q: 3 clusters Score -830409.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -831430.437500 Penalty: 2901.549561
	Iteration 13F: 3 clusters Score -831430.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -832784.187500 Penalty: 2901.549561
	Iteration 14F: 3 clusters Score -832784.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -833779.625000 Penalty: 2901.549561
	Iteration 15Q: 3 clusters Score -833779.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -834514.750000 Penalty: 2901.549561
	Iteration 16Q: 3 clusters Score -834514.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -834672.437500 Penalty: 2901.549561
	Iteration 17Q: 3 clusters Score -834672.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -834685.750000 Penalty: 2901.549561
	Iteration 18Q: 3 clusters Score -834685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -834688.687500 Penalty: 2901.549561
	Iteration 19Q: 3 clusters Score -834688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -834688.687500 Penalty: 2901.549561
	Iteration 20F: 3 clusters Score -834688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8172 members 
Mstep: Class 3 contains 4263 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 17870 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11907 members 
Mstep: Class 12 contains 3966 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 67172 members 
Mstep: Class 15 contains 26820 members 
Mstep: Class 16 contains 7194 members 
Mstep: Class 18 contains 12167 members 
Mstep: Class 19 contains 176779 members 
Mstep: Class 20 contains 11295 members 
Entering Unmasked Estep 
Score: -41699488.000000 Penalty: 39716.023438
Splitting cluster 4 changes total score from -41697176.000000 to -41699488.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 5 (4695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Entering Unmasked Estep 
Score: -475611.656250 Penalty: 1373.816162
	Iteration 0F: 2 clusters Score -475611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -471879.406250 Penalty: 2747.632324
	Iteration 0F: 3 clusters Score -471879.4 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -472959.250000 Penalty: 2747.632324
	Iteration 1F: 3 clusters Score -472959.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -473219.500000 Penalty: 2747.632324
	Iteration 2F: 3 clusters Score -473219.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -473435.375000 Penalty: 2747.632324
	Iteration 3F: 3 clusters Score -473435.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -473655.218750 Penalty: 2747.632324
	Iteration 4F: 3 clusters Score -473655.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -473806.625000 Penalty: 2747.632324
	Iteration 5F: 3 clusters Score -473806.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -473905.906250 Penalty: 2747.632324
	Iteration 6Q: 3 clusters Score -473905.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -473967.281250 Penalty: 2747.632324
	Iteration 7Q: 3 clusters Score -473967.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -474017.937500 Penalty: 2747.632324
	Iteration 8Q: 3 clusters Score -474017.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -474057.218750 Penalty: 2747.632324
	Iteration 9Q: 3 clusters Score -474057.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -474092.312500 Penalty: 2747.632324
	Iteration 10Q: 3 clusters Score -474092.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -474122.000000 Penalty: 2747.632324
	Iteration 11Q: 3 clusters Score -474122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -474146.406250 Penalty: 2747.632324
	Iteration 12Q: 3 clusters Score -474146.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -474166.375000 Penalty: 2747.632324
	Iteration 13Q: 3 clusters Score -474166.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -474188.875000 Penalty: 2747.632324
	Iteration 14Q: 3 clusters Score -474188.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -474214.843750 Penalty: 2747.632324
	Iteration 15Q: 3 clusters Score -474214.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -474235.625000 Penalty: 2747.632324
	Iteration 16Q: 3 clusters Score -474235.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -474252.718750 Penalty: 2747.632324
	Iteration 17Q: 3 clusters Score -474252.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -474266.187500 Penalty: 2747.632324
	Iteration 18Q: 3 clusters Score -474266.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -474281.781250 Penalty: 2747.632324
	Iteration 19Q: 3 clusters Score -474281.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -474300.687500 Penalty: 2747.632324
	Iteration 20F: 3 clusters Score -474300.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -474323.718750 Penalty: 2747.632324
	Iteration 21Q: 3 clusters Score -474323.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -474349.406250 Penalty: 2747.632324
	Iteration 22Q: 3 clusters Score -474349.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -474374.750000 Penalty: 2747.632324
	Iteration 23Q: 3 clusters Score -474374.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -474410.781250 Penalty: 2747.632324
	Iteration 24Q: 3 clusters Score -474410.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -474452.250000 Penalty: 2747.632324
	Iteration 25Q: 3 clusters Score -474452.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -474493.937500 Penalty: 2747.632324
	Iteration 26Q: 3 clusters Score -474493.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -474542.718750 Penalty: 2747.632324
	Iteration 27Q: 3 clusters Score -474542.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -474580.031250 Penalty: 2747.632324
	Iteration 28Q: 3 clusters Score -474580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -474611.031250 Penalty: 2747.632324
	Iteration 29Q: 3 clusters Score -474611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -474642.125000 Penalty: 2747.632324
	Iteration 30Q: 3 clusters Score -474642.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -474669.500000 Penalty: 2747.632324
	Iteration 31Q: 3 clusters Score -474669.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -474692.718750 Penalty: 2747.632324
	Iteration 32Q: 3 clusters Score -474692.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -474710.875000 Penalty: 2747.632324
	Iteration 33Q: 3 clusters Score -474710.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -474716.875000 Penalty: 2747.632324
	Iteration 34Q: 3 clusters Score -474716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -474720.531250 Penalty: 2747.632324
	Iteration 35Q: 3 clusters Score -474720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -474721.718750 Penalty: 2747.632324
	Iteration 36Q: 3 clusters Score -474721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -474722.625000 Penalty: 2747.632324
	Iteration 37Q: 3 clusters Score -474722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -474724.375000 Penalty: 2747.632324
	Iteration 38Q: 3 clusters Score -474724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -474728.468750 Penalty: 2747.632324
	Iteration 39Q: 3 clusters Score -474728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -474748.375000 Penalty: 2747.632324
	Iteration 40F: 3 clusters Score -474748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -474763.250000 Penalty: 2747.632324
	Iteration 41Q: 3 clusters Score -474763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -474772.812500 Penalty: 2747.632324
	Iteration 42Q: 3 clusters Score -474772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -474787.562500 Penalty: 2747.632324
	Iteration 43Q: 3 clusters Score -474787.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -474803.562500 Penalty: 2747.632324
	Iteration 44Q: 3 clusters Score -474803.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -474813.843750 Penalty: 2747.632324
	Iteration 45Q: 3 clusters Score -474813.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -474818.062500 Penalty: 2747.632324
	Iteration 46Q: 3 clusters Score -474818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -474822.718750 Penalty: 2747.632324
	Iteration 47Q: 3 clusters Score -474822.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -474827.468750 Penalty: 2747.632324
	Iteration 48Q: 3 clusters Score -474827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -474832.500000 Penalty: 2747.632324
	Iteration 49Q: 3 clusters Score -474832.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -474836.562500 Penalty: 2747.632324
	Iteration 50Q: 3 clusters Score -474836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -474838.062500 Penalty: 2747.632324
	Iteration 51Q: 3 clusters Score -474838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -474839.343750 Penalty: 2747.632324
	Iteration 52Q: 3 clusters Score -474839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -474841.687500 Penalty: 2747.632324
	Iteration 53Q: 3 clusters Score -474841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -474842.281250 Penalty: 2747.632324
	Iteration 54Q: 3 clusters Score -474842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -474843.625000 Penalty: 2747.632324
	Iteration 55Q: 3 clusters Score -474843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -474845.812500 Penalty: 2747.632324
	Iteration 56Q: 3 clusters Score -474845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -474848.593750 Penalty: 2747.632324
	Iteration 57Q: 3 clusters Score -474848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -474851.781250 Penalty: 2747.632324
	Iteration 58Q: 3 clusters Score -474851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -474853.562500 Penalty: 2747.632324
	Iteration 59Q: 3 clusters Score -474853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -474857.781250 Penalty: 2747.632324
	Iteration 60F: 3 clusters Score -474857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -474862.218750 Penalty: 2747.632324
	Iteration 61Q: 3 clusters Score -474862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -474866.125000 Penalty: 2747.632324
	Iteration 62Q: 3 clusters Score -474866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -474867.781250 Penalty: 2747.632324
	Iteration 63Q: 3 clusters Score -474867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -474871.156250 Penalty: 2747.632324
	Iteration 64Q: 3 clusters Score -474871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -474874.312500 Penalty: 2747.632324
	Iteration 65Q: 3 clusters Score -474874.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -474877.312500 Penalty: 2747.632324
	Iteration 66Q: 3 clusters Score -474877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -474881.312500 Penalty: 2747.632324
	Iteration 67Q: 3 clusters Score -474881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -474883.468750 Penalty: 2747.632324
	Iteration 68Q: 3 clusters Score -474883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -474883.875000 Penalty: 2747.632324
	Iteration 69Q: 3 clusters Score -474883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -474885.625000 Penalty: 2747.632324
	Iteration 70Q: 3 clusters Score -474885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -474886.187500 Penalty: 2747.632324
	Iteration 71Q: 3 clusters Score -474886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -474886.187500 Penalty: 2747.632324
	Iteration 72F: 3 clusters Score -474886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -194791.687500 Penalty: 1227.409058
	Iteration 0F: 2 clusters Score -194791.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -192729.687500 Penalty: 2454.818115
	Iteration 0F: 3 clusters Score -192729.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -193150.843750 Penalty: 2454.818115
	Iteration 1F: 3 clusters Score -193150.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -193256.687500 Penalty: 2454.818115
	Iteration 2F: 3 clusters Score -193256.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -193303.328125 Penalty: 2454.818115
	Iteration 3Q: 3 clusters Score -193303.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193332.125000 Penalty: 2454.818115
	Iteration 4Q: 3 clusters Score -193332.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -193347.593750 Penalty: 2454.818115
	Iteration 5Q: 3 clusters Score -193347.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -193359.390625 Penalty: 2454.818115
	Iteration 6Q: 3 clusters Score -193359.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -193370.906250 Penalty: 2454.818115
	Iteration 7Q: 3 clusters Score -193370.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -193378.671875 Penalty: 2454.818115
	Iteration 8Q: 3 clusters Score -193378.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -193384.125000 Penalty: 2454.818115
	Iteration 9Q: 3 clusters Score -193384.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -193389.890625 Penalty: 2454.818115
	Iteration 10Q: 3 clusters Score -193389.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -193394.843750 Penalty: 2454.818115
	Iteration 11Q: 3 clusters Score -193394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -193398.703125 Penalty: 2454.818115
	Iteration 12Q: 3 clusters Score -193398.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -193403.453125 Penalty: 2454.818115
	Iteration 13Q: 3 clusters Score -193403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -193404.843750 Penalty: 2454.818115
	Iteration 14Q: 3 clusters Score -193404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -193406.781250 Penalty: 2454.818115
	Iteration 15Q: 3 clusters Score -193406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -193408.390625 Penalty: 2454.818115
	Iteration 16Q: 3 clusters Score -193408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -193411.671875 Penalty: 2454.818115
	Iteration 17Q: 3 clusters Score -193411.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -193413.906250 Penalty: 2454.818115
	Iteration 18Q: 3 clusters Score -193413.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -193418.828125 Penalty: 2454.818115
	Iteration 19Q: 3 clusters Score -193418.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193421.750000 Penalty: 2454.818115
	Iteration 20F: 3 clusters Score -193421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -193424.203125 Penalty: 2454.818115
	Iteration 21Q: 3 clusters Score -193424.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -193429.515625 Penalty: 2454.818115
	Iteration 22Q: 3 clusters Score -193429.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193434.468750 Penalty: 2454.818115
	Iteration 23Q: 3 clusters Score -193434.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -193441.906250 Penalty: 2454.818115
	Iteration 24Q: 3 clusters Score -193441.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193452.625000 Penalty: 2454.818115
	Iteration 25Q: 3 clusters Score -193452.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -193469.656250 Penalty: 2454.818115
	Iteration 26Q: 3 clusters Score -193469.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -193490.062500 Penalty: 2454.818115
	Iteration 27Q: 3 clusters Score -193490.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -193517.421875 Penalty: 2454.818115
	Iteration 28Q: 3 clusters Score -193517.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -193562.312500 Penalty: 2454.818115
	Iteration 29Q: 3 clusters Score -193562.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -193610.796875 Penalty: 2454.818115
	Iteration 30Q: 3 clusters Score -193610.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -193667.781250 Penalty: 2454.818115
	Iteration 31Q: 3 clusters Score -193667.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -193718.968750 Penalty: 2454.818115
	Iteration 32Q: 3 clusters Score -193719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -193757.453125 Penalty: 2454.818115
	Iteration 33Q: 3 clusters Score -193757.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -193792.843750 Penalty: 2454.818115
	Iteration 34Q: 3 clusters Score -193792.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -193832.046875 Penalty: 2454.818115
	Iteration 35Q: 3 clusters Score -193832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -193866.203125 Penalty: 2454.818115
	Iteration 36Q: 3 clusters Score -193866.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -193895.687500 Penalty: 2454.818115
	Iteration 37Q: 3 clusters Score -193895.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -193913.281250 Penalty: 2454.818115
	Iteration 38Q: 3 clusters Score -193913.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -193925.984375 Penalty: 2454.818115
	Iteration 39Q: 3 clusters Score -193926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -193937.609375 Penalty: 2454.818115
	Iteration 40F: 3 clusters Score -193937.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -193954.484375 Penalty: 2454.818115
	Iteration 41Q: 3 clusters Score -193954.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -193964.718750 Penalty: 2454.818115
	Iteration 42Q: 3 clusters Score -193964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -193971.609375 Penalty: 2454.818115
	Iteration 43Q: 3 clusters Score -193971.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -193976.156250 Penalty: 2454.818115
	Iteration 44Q: 3 clusters Score -193976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -193977.750000 Penalty: 2454.818115
	Iteration 45Q: 3 clusters Score -193977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -193980.875000 Penalty: 2454.818115
	Iteration 46Q: 3 clusters Score -193980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -193983.390625 Penalty: 2454.818115
	Iteration 47Q: 3 clusters Score -193983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -193987.375000 Penalty: 2454.818115
	Iteration 48Q: 3 clusters Score -193987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -193991.734375 Penalty: 2454.818115
	Iteration 49Q: 3 clusters Score -193991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -193993.625000 Penalty: 2454.818115
	Iteration 50Q: 3 clusters Score -193993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -193994.453125 Penalty: 2454.818115
	Iteration 51Q: 3 clusters Score -193994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -193995.046875 Penalty: 2454.818115
	Iteration 52Q: 3 clusters Score -193995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -193994.906250 Penalty: 2454.818115
	Iteration 53Q: 3 clusters Score -193994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -193995.718750 Penalty: 2454.818115
	Iteration 54Q: 3 clusters Score -193995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -193995.812500 Penalty: 2454.818115
	Iteration 55Q: 3 clusters Score -193995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -193995.812500 Penalty: 2454.818115
	Iteration 56F: 3 clusters Score -193995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Entering Unmasked Estep 
Score: -2063122.750000 Penalty: 1594.330078
	Iteration 0F: 2 clusters Score -2063123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2050670.125000 Penalty: 3188.660156
	Iteration 0F: 3 clusters Score -2050670 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2055051.125000 Penalty: 3188.660156
	Iteration 1F: 3 clusters Score -2055051 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2055375.375000 Penalty: 3188.660156
	Iteration 2Q: 3 clusters Score -2055375 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2055686.125000 Penalty: 3188.660156
	Iteration 3Q: 3 clusters Score -2055686 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2055996.000000 Penalty: 3188.660156
	Iteration 4Q: 3 clusters Score -2055996 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2056357.500000 Penalty: 3188.660156
	Iteration 5Q: 3 clusters Score -2056358 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2056817.875000 Penalty: 3188.660156
	Iteration 6Q: 3 clusters Score -2056818 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2057313.000000 Penalty: 3188.660156
	Iteration 7Q: 3 clusters Score -2057313 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2057893.875000 Penalty: 3188.660156
	Iteration 8Q: 3 clusters Score -2057894 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2058473.125000 Penalty: 3188.660156
	Iteration 9Q: 3 clusters Score -2058473 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2059032.375000 Penalty: 3188.660156
	Iteration 10Q: 3 clusters Score -2059032 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2059454.750000 Penalty: 3188.660156
	Iteration 11Q: 3 clusters Score -2059455 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2059715.625000 Penalty: 3188.660156
	Iteration 12Q: 3 clusters Score -2059716 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2059867.500000 Penalty: 3188.660156
	Iteration 13Q: 3 clusters Score -2059868 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2059970.125000 Penalty: 3188.660156
	Iteration 14Q: 3 clusters Score -2059970 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2060046.125000 Penalty: 3188.660156
	Iteration 15Q: 3 clusters Score -2060046 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2060114.875000 Penalty: 3188.660156
	Iteration 16Q: 3 clusters Score -2060115 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2060180.375000 Penalty: 3188.660156
	Iteration 17Q: 3 clusters Score -2060180 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2060243.625000 Penalty: 3188.660156
	Iteration 18Q: 3 clusters Score -2060244 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2060324.750000 Penalty: 3188.660156
	Iteration 19Q: 3 clusters Score -2060325 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2060393.500000 Penalty: 3188.660156
	Iteration 20F: 3 clusters Score -2060394 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2060449.750000 Penalty: 3188.660156
	Iteration 21Q: 3 clusters Score -2060450 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2060520.000000 Penalty: 3188.660156
	Iteration 22Q: 3 clusters Score -2060520 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2060579.125000 Penalty: 3188.660156
	Iteration 23Q: 3 clusters Score -2060579 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2060648.375000 Penalty: 3188.660156
	Iteration 24Q: 3 clusters Score -2060648 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2060724.875000 Penalty: 3188.660156
	Iteration 25Q: 3 clusters Score -2060725 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2060803.000000 Penalty: 3188.660156
	Iteration 26Q: 3 clusters Score -2060803 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2060883.875000 Penalty: 3188.660156
	Iteration 27Q: 3 clusters Score -2060884 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2060956.500000 Penalty: 3188.660156
	Iteration 28Q: 3 clusters Score -2060956 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2061030.875000 Penalty: 3188.660156
	Iteration 29Q: 3 clusters Score -2061031 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2061098.625000 Penalty: 3188.660156
	Iteration 30Q: 3 clusters Score -2061099 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2061164.000000 Penalty: 3188.660156
	Iteration 31Q: 3 clusters Score -2061164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2061231.125000 Penalty: 3188.660156
	Iteration 32Q: 3 clusters Score -2061231 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2061289.750000 Penalty: 3188.660156
	Iteration 33Q: 3 clusters Score -2061290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2061337.500000 Penalty: 3188.660156
	Iteration 34Q: 3 clusters Score -2061338 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2061380.375000 Penalty: 3188.660156
	Iteration 35Q: 3 clusters Score -2061380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2061428.500000 Penalty: 3188.660156
	Iteration 36Q: 3 clusters Score -2061428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2061461.000000 Penalty: 3188.660156
	Iteration 37Q: 3 clusters Score -2061461 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2061500.125000 Penalty: 3188.660156
	Iteration 38Q: 3 clusters Score -2061500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2061540.625000 Penalty: 3188.660156
	Iteration 39Q: 3 clusters Score -2061541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2061574.250000 Penalty: 3188.660156
	Iteration 40F: 3 clusters Score -2061574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2061605.000000 Penalty: 3188.660156
	Iteration 41Q: 3 clusters Score -2061605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2061638.125000 Penalty: 3188.660156
	Iteration 42Q: 3 clusters Score -2061638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2061653.875000 Penalty: 3188.660156
	Iteration 43Q: 3 clusters Score -2061654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2061673.500000 Penalty: 3188.660156
	Iteration 44Q: 3 clusters Score -2061674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2061694.625000 Penalty: 3188.660156
	Iteration 45Q: 3 clusters Score -2061695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2061711.500000 Penalty: 3188.660156
	Iteration 46Q: 3 clusters Score -2061712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2061735.875000 Penalty: 3188.660156
	Iteration 47Q: 3 clusters Score -2061736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2061747.125000 Penalty: 3188.660156
	Iteration 48Q: 3 clusters Score -2061747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2061761.250000 Penalty: 3188.660156
	Iteration 49Q: 3 clusters Score -2061761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2061767.875000 Penalty: 3188.660156
	Iteration 50Q: 3 clusters Score -2061768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2061777.875000 Penalty: 3188.660156
	Iteration 51Q: 3 clusters Score -2061778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2061782.125000 Penalty: 3188.660156
	Iteration 52Q: 3 clusters Score -2061782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2061785.000000 Penalty: 3188.660156
	Iteration 53Q: 3 clusters Score -2061785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2061787.250000 Penalty: 3188.660156
	Iteration 54Q: 3 clusters Score -2061787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2061790.375000 Penalty: 3188.660156
	Iteration 55Q: 3 clusters Score -2061790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2061794.000000 Penalty: 3188.660156
	Iteration 56Q: 3 clusters Score -2061794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2061795.000000 Penalty: 3188.660156
	Iteration 57Q: 3 clusters Score -2061795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2061796.500000 Penalty: 3188.660156
	Iteration 58Q: 3 clusters Score -2061796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2061796.500000 Penalty: 3188.660156
	Iteration 59Q: 3 clusters Score -2061796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2061798.625000 Penalty: 3188.660156
	Iteration 60F: 3 clusters Score -2061799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2061800.250000 Penalty: 3188.660156
	Iteration 61Q: 3 clusters Score -2061800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2061801.625000 Penalty: 3188.660156
	Iteration 62Q: 3 clusters Score -2061802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2061799.625000 Penalty: 3188.660156
	Iteration 63Q: 3 clusters Score -2061800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2061799.625000 Penalty: 3188.660156
	Iteration 64F: 3 clusters Score -2061800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Entering Unmasked Estep 
Score: -484435.625000 Penalty: 1373.400391
	Iteration 0F: 2 clusters Score -484435.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -480664.718750 Penalty: 2746.800781
	Iteration 0F: 3 clusters Score -480664.7 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -481892.062500 Penalty: 2746.800781
	Iteration 1F: 3 clusters Score -481892.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -482214.500000 Penalty: 2746.800781
	Iteration 2F: 3 clusters Score -482214.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -482442.562500 Penalty: 2746.800781
	Iteration 3F: 3 clusters Score -482442.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -482653.343750 Penalty: 2746.800781
	Iteration 4F: 3 clusters Score -482653.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -482876.812500 Penalty: 2746.800781
	Iteration 5F: 3 clusters Score -482876.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -483070.375000 Penalty: 2746.800781
	Iteration 6F: 3 clusters Score -483070.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -483214.531250 Penalty: 2746.800781
	Iteration 7Q: 3 clusters Score -483214.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -483315.062500 Penalty: 2746.800781
	Iteration 8Q: 3 clusters Score -483315.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -483393.187500 Penalty: 2746.800781
	Iteration 9Q: 3 clusters Score -483393.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -483443.500000 Penalty: 2746.800781
	Iteration 10Q: 3 clusters Score -483443.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -483476.437500 Penalty: 2746.800781
	Iteration 11Q: 3 clusters Score -483476.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -483502.843750 Penalty: 2746.800781
	Iteration 12Q: 3 clusters Score -483502.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -483524.500000 Penalty: 2746.800781
	Iteration 13Q: 3 clusters Score -483524.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -483538.718750 Penalty: 2746.800781
	Iteration 14Q: 3 clusters Score -483538.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -483548.406250 Penalty: 2746.800781
	Iteration 15Q: 3 clusters Score -483548.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -483555.937500 Penalty: 2746.800781
	Iteration 16Q: 3 clusters Score -483555.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -483566.000000 Penalty: 2746.800781
	Iteration 17Q: 3 clusters Score -483566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -483581.937500 Penalty: 2746.800781
	Iteration 18Q: 3 clusters Score -483581.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -483596.906250 Penalty: 2746.800781
	Iteration 19Q: 3 clusters Score -483596.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -483612.875000 Penalty: 2746.800781
	Iteration 20F: 3 clusters Score -483612.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -483635.687500 Penalty: 2746.800781
	Iteration 21Q: 3 clusters Score -483635.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -483657.093750 Penalty: 2746.800781
	Iteration 22Q: 3 clusters Score -483657.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -483679.406250 Penalty: 2746.800781
	Iteration 23Q: 3 clusters Score -483679.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -483719.625000 Penalty: 2746.800781
	Iteration 24Q: 3 clusters Score -483719.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -483777.093750 Penalty: 2746.800781
	Iteration 25Q: 3 clusters Score -483777.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -483847.187500 Penalty: 2746.800781
	Iteration 26Q: 3 clusters Score -483847.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -483893.875000 Penalty: 2746.800781
	Iteration 27Q: 3 clusters Score -483893.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -483943.375000 Penalty: 2746.800781
	Iteration 28Q: 3 clusters Score -483943.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -483988.875000 Penalty: 2746.800781
	Iteration 29Q: 3 clusters Score -483988.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -484016.031250 Penalty: 2746.800781
	Iteration 30Q: 3 clusters Score -484016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -484039.343750 Penalty: 2746.800781
	Iteration 31Q: 3 clusters Score -484039.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -484056.500000 Penalty: 2746.800781
	Iteration 32Q: 3 clusters Score -484056.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -484071.093750 Penalty: 2746.800781
	Iteration 33Q: 3 clusters Score -484071.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -484091.937500 Penalty: 2746.800781
	Iteration 34Q: 3 clusters Score -484091.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -484116.781250 Penalty: 2746.800781
	Iteration 35Q: 3 clusters Score -484116.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -484144.468750 Penalty: 2746.800781
	Iteration 36Q: 3 clusters Score -484144.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -484170.343750 Penalty: 2746.800781
	Iteration 37Q: 3 clusters Score -484170.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -484195.406250 Penalty: 2746.800781
	Iteration 38Q: 3 clusters Score -484195.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -484211.562500 Penalty: 2746.800781
	Iteration 39Q: 3 clusters Score -484211.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -484223.968750 Penalty: 2746.800781
	Iteration 40F: 3 clusters Score -484224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -484232.468750 Penalty: 2746.800781
	Iteration 41Q: 3 clusters Score -484232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -484241.937500 Penalty: 2746.800781
	Iteration 42Q: 3 clusters Score -484241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -484248.437500 Penalty: 2746.800781
	Iteration 43Q: 3 clusters Score -484248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -484253.656250 Penalty: 2746.800781
	Iteration 44Q: 3 clusters Score -484253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -484259.156250 Penalty: 2746.800781
	Iteration 45Q: 3 clusters Score -484259.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -484262.625000 Penalty: 2746.800781
	Iteration 46Q: 3 clusters Score -484262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -484266.906250 Penalty: 2746.800781
	Iteration 47Q: 3 clusters Score -484266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -484267.781250 Penalty: 2746.800781
	Iteration 48Q: 3 clusters Score -484267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -484267.281250 Penalty: 2746.800781
	Iteration 49Q: 3 clusters Score -484267.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -484267.281250 Penalty: 2746.800781
	Iteration 50F: 3 clusters Score -484267.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Entering Unmasked Estep 
Score: -2024702.500000 Penalty: 1591.017700
	Iteration 0F: 2 clusters Score -2024702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2012421.875000 Penalty: 3182.035400
	Iteration 0F: 3 clusters Score -2012422 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2016731.750000 Penalty: 3182.035400
	Iteration 1F: 3 clusters Score -2016732 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2017070.625000 Penalty: 3182.035400
	Iteration 2Q: 3 clusters Score -2017071 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2017398.625000 Penalty: 3182.035400
	Iteration 3Q: 3 clusters Score -2017399 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2017777.375000 Penalty: 3182.035400
	Iteration 4Q: 3 clusters Score -2017777 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2018249.250000 Penalty: 3182.035400
	Iteration 5Q: 3 clusters Score -2018249 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2018726.625000 Penalty: 3182.035400
	Iteration 6Q: 3 clusters Score -2018727 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2019226.750000 Penalty: 3182.035400
	Iteration 7F: 3 clusters Score -2019227 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2019765.750000 Penalty: 3182.035400
	Iteration 8F: 3 clusters Score -2019766 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2020264.750000 Penalty: 3182.035400
	Iteration 9Q: 3 clusters Score -2020265 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2020718.125000 Penalty: 3182.035400
	Iteration 10Q: 3 clusters Score -2020718 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2021042.750000 Penalty: 3182.035400
	Iteration 11Q: 3 clusters Score -2021043 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2021211.125000 Penalty: 3182.035400
	Iteration 12Q: 3 clusters Score -2021211 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2021312.250000 Penalty: 3182.035400
	Iteration 13Q: 3 clusters Score -2021312 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2021359.625000 Penalty: 3182.035400
	Iteration 14Q: 3 clusters Score -2021360 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2021391.875000 Penalty: 3182.035400
	Iteration 15Q: 3 clusters Score -2021392 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2021424.500000 Penalty: 3182.035400
	Iteration 16Q: 3 clusters Score -2021424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2021439.875000 Penalty: 3182.035400
	Iteration 17Q: 3 clusters Score -2021440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2021452.500000 Penalty: 3182.035400
	Iteration 18Q: 3 clusters Score -2021452 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2021455.375000 Penalty: 3182.035400
	Iteration 19Q: 3 clusters Score -2021455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2021470.250000 Penalty: 3182.035400
	Iteration 20F: 3 clusters Score -2021470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2021475.375000 Penalty: 3182.035400
	Iteration 21Q: 3 clusters Score -2021475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2021478.500000 Penalty: 3182.035400
	Iteration 22Q: 3 clusters Score -2021478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2021482.375000 Penalty: 3182.035400
	Iteration 23Q: 3 clusters Score -2021482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2021495.500000 Penalty: 3182.035400
	Iteration 24Q: 3 clusters Score -2021496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2021497.250000 Penalty: 3182.035400
	Iteration 25Q: 3 clusters Score -2021497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2021509.750000 Penalty: 3182.035400
	Iteration 26Q: 3 clusters Score -2021510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2021515.750000 Penalty: 3182.035400
	Iteration 27Q: 3 clusters Score -2021516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2021514.750000 Penalty: 3182.035400
	Iteration 28Q: 3 clusters Score -2021515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2021525.125000 Penalty: 3182.035400
	Iteration 29Q: 3 clusters Score -2021525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2021530.250000 Penalty: 3182.035400
	Iteration 30Q: 3 clusters Score -2021530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2021529.375000 Penalty: 3182.035400
	Iteration 31Q: 3 clusters Score -2021529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2021534.625000 Penalty: 3182.035400
	Iteration 32Q: 3 clusters Score -2021535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2021542.750000 Penalty: 3182.035400
	Iteration 33Q: 3 clusters Score -2021543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2021542.750000 Penalty: 3182.035400
	Iteration 34Q: 3 clusters Score -2021543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2021553.000000 Penalty: 3182.035400
	Iteration 35Q: 3 clusters Score -2021553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2021562.125000 Penalty: 3182.035400
	Iteration 36Q: 3 clusters Score -2021562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2021557.250000 Penalty: 3182.035400
	Iteration 37Q: 3 clusters Score -2021557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2021559.625000 Penalty: 3182.035400
	Iteration 38Q: 3 clusters Score -2021560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2021562.000000 Penalty: 3182.035400
	Iteration 39Q: 3 clusters Score -2021562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2021564.375000 Penalty: 3182.035400
	Iteration 40F: 3 clusters Score -2021564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2021563.875000 Penalty: 3182.035400
	Iteration 41Q: 3 clusters Score -2021564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2021562.375000 Penalty: 3182.035400
	Iteration 42Q: 3 clusters Score -2021562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2021566.500000 Penalty: 3182.035400
	Iteration 43Q: 3 clusters Score -2021566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2021566.500000 Penalty: 3182.035400
	Iteration 44Q: 3 clusters Score -2021566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2021571.125000 Penalty: 3182.035400
	Iteration 45Q: 3 clusters Score -2021571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2021573.000000 Penalty: 3182.035400
	Iteration 46Q: 3 clusters Score -2021573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2021585.375000 Penalty: 3182.035400
	Iteration 47Q: 3 clusters Score -2021585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2021589.125000 Penalty: 3182.035400
	Iteration 48Q: 3 clusters Score -2021589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2021593.000000 Penalty: 3182.035400
	Iteration 49Q: 3 clusters Score -2021593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2021592.875000 Penalty: 3182.035400
	Iteration 50Q: 3 clusters Score -2021593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2021589.625000 Penalty: 3182.035400
	Iteration 51Q: 3 clusters Score -2021590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2021592.000000 Penalty: 3182.035400
	Iteration 52Q: 3 clusters Score -2021592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2021595.625000 Penalty: 3182.035400
	Iteration 53Q: 3 clusters Score -2021596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2021594.750000 Penalty: 3182.035400
	Iteration 54Q: 3 clusters Score -2021595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2021590.625000 Penalty: 3182.035400
	Iteration 55Q: 3 clusters Score -2021591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2021597.750000 Penalty: 3182.035400
	Iteration 56Q: 3 clusters Score -2021598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2021594.875000 Penalty: 3182.035400
	Iteration 57Q: 3 clusters Score -2021595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2021599.500000 Penalty: 3182.035400
	Iteration 58Q: 3 clusters Score -2021600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2021604.875000 Penalty: 3182.035400
	Iteration 59Q: 3 clusters Score -2021605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2021604.750000 Penalty: 3182.035400
	Iteration 60F: 3 clusters Score -2021605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2021604.500000 Penalty: 3182.035400
	Iteration 61Q: 3 clusters Score -2021604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2021603.250000 Penalty: 3182.035400
	Iteration 62Q: 3 clusters Score -2021603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2021606.500000 Penalty: 3182.035400
	Iteration 63Q: 3 clusters Score -2021606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2021608.875000 Penalty: 3182.035400
	Iteration 64Q: 3 clusters Score -2021609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2021611.375000 Penalty: 3182.035400
	Iteration 65Q: 3 clusters Score -2021611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2021614.125000 Penalty: 3182.035400
	Iteration 66Q: 3 clusters Score -2021614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2021617.000000 Penalty: 3182.035400
	Iteration 67Q: 3 clusters Score -2021617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2021620.625000 Penalty: 3182.035400
	Iteration 68Q: 3 clusters Score -2021621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2021626.250000 Penalty: 3182.035400
	Iteration 69Q: 3 clusters Score -2021626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2021629.750000 Penalty: 3182.035400
	Iteration 70Q: 3 clusters Score -2021630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2021629.625000 Penalty: 3182.035400
	Iteration 71Q: 3 clusters Score -2021630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2021631.250000 Penalty: 3182.035400
	Iteration 72Q: 3 clusters Score -2021631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2021630.500000 Penalty: 3182.035400
	Iteration 73Q: 3 clusters Score -2021630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2021638.500000 Penalty: 3182.035400
	Iteration 74Q: 3 clusters Score -2021638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2021640.375000 Penalty: 3182.035400
	Iteration 75Q: 3 clusters Score -2021640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2021639.500000 Penalty: 3182.035400
	Iteration 76Q: 3 clusters Score -2021640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2021638.000000 Penalty: 3182.035400
	Iteration 77Q: 3 clusters Score -2021638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2021635.375000 Penalty: 3182.035400
	Iteration 78Q: 3 clusters Score -2021635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2021637.000000 Penalty: 3182.035400
	Iteration 79Q: 3 clusters Score -2021637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2021644.125000 Penalty: 3182.035400
	Iteration 80F: 3 clusters Score -2021644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2021646.375000 Penalty: 3182.035400
	Iteration 81Q: 3 clusters Score -2021646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2021648.625000 Penalty: 3182.035400
	Iteration 82Q: 3 clusters Score -2021649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2021651.875000 Penalty: 3182.035400
	Iteration 83Q: 3 clusters Score -2021652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2021659.000000 Penalty: 3182.035400
	Iteration 84Q: 3 clusters Score -2021659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2021661.000000 Penalty: 3182.035400
	Iteration 85Q: 3 clusters Score -2021661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2021663.375000 Penalty: 3182.035400
	Iteration 86Q: 3 clusters Score -2021663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2021670.875000 Penalty: 3182.035400
	Iteration 87Q: 3 clusters Score -2021671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2021676.250000 Penalty: 3182.035400
	Iteration 88Q: 3 clusters Score -2021676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2021681.250000 Penalty: 3182.035400
	Iteration 89Q: 3 clusters Score -2021681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2021686.625000 Penalty: 3182.035400
	Iteration 90Q: 3 clusters Score -2021687 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2021693.750000 Penalty: 3182.035400
	Iteration 91Q: 3 clusters Score -2021694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2021700.125000 Penalty: 3182.035400
	Iteration 92Q: 3 clusters Score -2021700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2021716.875000 Penalty: 3182.035400
	Iteration 93Q: 3 clusters Score -2021717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2021726.750000 Penalty: 3182.035400
	Iteration 94Q: 3 clusters Score -2021727 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2021742.375000 Penalty: 3182.035400
	Iteration 95Q: 3 clusters Score -2021742 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2021756.125000 Penalty: 3182.035400
	Iteration 96Q: 3 clusters Score -2021756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2021774.375000 Penalty: 3182.035400
	Iteration 97Q: 3 clusters Score -2021774 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2021800.750000 Penalty: 3182.035400
	Iteration 98Q: 3 clusters Score -2021801 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2021830.625000 Penalty: 3182.035400
	Iteration 99Q: 3 clusters Score -2021831 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2021850.000000 Penalty: 3182.035400
	Iteration 100F: 3 clusters Score -2021850 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2021883.250000 Penalty: 3182.035400
	Iteration 101Q: 3 clusters Score -2021883 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2021930.625000 Penalty: 3182.035400
	Iteration 102Q: 3 clusters Score -2021931 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2021982.875000 Penalty: 3182.035400
	Iteration 103Q: 3 clusters Score -2021983 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2022040.625000 Penalty: 3182.035400
	Iteration 104Q: 3 clusters Score -2022041 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2022097.375000 Penalty: 3182.035400
	Iteration 105Q: 3 clusters Score -2022097 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2022172.625000 Penalty: 3182.035400
	Iteration 106Q: 3 clusters Score -2022173 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2022241.750000 Penalty: 3182.035400
	Iteration 107Q: 3 clusters Score -2022242 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2022297.000000 Penalty: 3182.035400
	Iteration 108Q: 3 clusters Score -2022297 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2022354.375000 Penalty: 3182.035400
	Iteration 109Q: 3 clusters Score -2022354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2022386.375000 Penalty: 3182.035400
	Iteration 110Q: 3 clusters Score -2022386 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2022424.125000 Penalty: 3182.035400
	Iteration 111Q: 3 clusters Score -2022424 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2022468.875000 Penalty: 3182.035400
	Iteration 112Q: 3 clusters Score -2022469 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2022514.375000 Penalty: 3182.035400
	Iteration 113Q: 3 clusters Score -2022514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2022570.750000 Penalty: 3182.035400
	Iteration 114Q: 3 clusters Score -2022571 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2022632.250000 Penalty: 3182.035400
	Iteration 115Q: 3 clusters Score -2022632 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2022692.500000 Penalty: 3182.035400
	Iteration 116Q: 3 clusters Score -2022692 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2022743.625000 Penalty: 3182.035400
	Iteration 117Q: 3 clusters Score -2022744 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2022818.125000 Penalty: 3182.035400
	Iteration 118Q: 3 clusters Score -2022818 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2022888.875000 Penalty: 3182.035400
	Iteration 119Q: 3 clusters Score -2022889 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2022941.625000 Penalty: 3182.035400
	Iteration 120F: 3 clusters Score -2022942 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2022992.750000 Penalty: 3182.035400
	Iteration 121Q: 3 clusters Score -2022993 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2023028.125000 Penalty: 3182.035400
	Iteration 122Q: 3 clusters Score -2023028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2023063.875000 Penalty: 3182.035400
	Iteration 123Q: 3 clusters Score -2023064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2023098.875000 Penalty: 3182.035400
	Iteration 124Q: 3 clusters Score -2023099 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2023133.500000 Penalty: 3182.035400
	Iteration 125Q: 3 clusters Score -2023134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2023162.500000 Penalty: 3182.035400
	Iteration 126Q: 3 clusters Score -2023162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2023181.625000 Penalty: 3182.035400
	Iteration 127Q: 3 clusters Score -2023182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2023193.875000 Penalty: 3182.035400
	Iteration 128Q: 3 clusters Score -2023194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2023198.375000 Penalty: 3182.035400
	Iteration 129Q: 3 clusters Score -2023198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2023205.125000 Penalty: 3182.035400
	Iteration 130Q: 3 clusters Score -2023205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2023207.125000 Penalty: 3182.035400
	Iteration 131Q: 3 clusters Score -2023207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2023213.500000 Penalty: 3182.035400
	Iteration 132Q: 3 clusters Score -2023214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2023218.875000 Penalty: 3182.035400
	Iteration 133Q: 3 clusters Score -2023219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2023228.375000 Penalty: 3182.035400
	Iteration 134Q: 3 clusters Score -2023228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2023238.375000 Penalty: 3182.035400
	Iteration 135Q: 3 clusters Score -2023238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2023254.000000 Penalty: 3182.035400
	Iteration 136Q: 3 clusters Score -2023254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2023272.375000 Penalty: 3182.035400
	Iteration 137Q: 3 clusters Score -2023272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2023287.875000 Penalty: 3182.035400
	Iteration 138Q: 3 clusters Score -2023288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2023303.125000 Penalty: 3182.035400
	Iteration 139Q: 3 clusters Score -2023303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2023315.375000 Penalty: 3182.035400
	Iteration 140F: 3 clusters Score -2023315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2023335.625000 Penalty: 3182.035400
	Iteration 141Q: 3 clusters Score -2023336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2023347.375000 Penalty: 3182.035400
	Iteration 142Q: 3 clusters Score -2023347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2023357.250000 Penalty: 3182.035400
	Iteration 143Q: 3 clusters Score -2023357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2023361.250000 Penalty: 3182.035400
	Iteration 144Q: 3 clusters Score -2023361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2023363.375000 Penalty: 3182.035400
	Iteration 145Q: 3 clusters Score -2023363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2023366.625000 Penalty: 3182.035400
	Iteration 146Q: 3 clusters Score -2023367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2023367.625000 Penalty: 3182.035400
	Iteration 147Q: 3 clusters Score -2023368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2023369.750000 Penalty: 3182.035400
	Iteration 148Q: 3 clusters Score -2023370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2023372.625000 Penalty: 3182.035400
	Iteration 149Q: 3 clusters Score -2023373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2023375.250000 Penalty: 3182.035400
	Iteration 150Q: 3 clusters Score -2023375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2023375.000000 Penalty: 3182.035400
	Iteration 151Q: 3 clusters Score -2023375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2023381.625000 Penalty: 3182.035400
	Iteration 152Q: 3 clusters Score -2023382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2023384.750000 Penalty: 3182.035400
	Iteration 153Q: 3 clusters Score -2023385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2023384.625000 Penalty: 3182.035400
	Iteration 154Q: 3 clusters Score -2023385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2023388.625000 Penalty: 3182.035400
	Iteration 155Q: 3 clusters Score -2023389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2023388.625000 Penalty: 3182.035400
	Iteration 156Q: 3 clusters Score -2023389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2023390.375000 Penalty: 3182.035400
	Iteration 157Q: 3 clusters Score -2023390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2023392.875000 Penalty: 3182.035400
	Iteration 158Q: 3 clusters Score -2023393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2023395.750000 Penalty: 3182.035400
	Iteration 159Q: 3 clusters Score -2023396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2023397.000000 Penalty: 3182.035400
	Iteration 160F: 3 clusters Score -2023397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2023396.375000 Penalty: 3182.035400
	Iteration 161Q: 3 clusters Score -2023396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2023398.250000 Penalty: 3182.035400
	Iteration 162Q: 3 clusters Score -2023398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2023398.625000 Penalty: 3182.035400
	Iteration 163Q: 3 clusters Score -2023399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2023399.875000 Penalty: 3182.035400
	Iteration 164Q: 3 clusters Score -2023400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2023399.875000 Penalty: 3182.035400
	Iteration 165F: 3 clusters Score -2023400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -35790.375000 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -35790.38 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 152 members 
Entering Unmasked Estep 
Score: -34830.683594 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -34830.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34945.625000 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -34945.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34976.097656 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -34976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34994.617188 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -34994.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35000.546875 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -35000.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35002.339844 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -35002.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35004.156250 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -35004.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35004.156250 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -35004.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Entering Unmasked Estep 
Score: -1340289.375000 Penalty: 1525.043335
	Iteration 0F: 2 clusters Score -1340289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1331972.000000 Penalty: 3050.086670
	Iteration 0F: 3 clusters Score -1331972 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1334714.250000 Penalty: 3050.086670
	Iteration 1F: 3 clusters Score -1334714 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1335005.875000 Penalty: 3050.086670
	Iteration 2F: 3 clusters Score -1335006 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1335269.500000 Penalty: 3050.086670
	Iteration 3Q: 3 clusters Score -1335270 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1335511.000000 Penalty: 3050.086670
	Iteration 4Q: 3 clusters Score -1335511 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1335770.750000 Penalty: 3050.086670
	Iteration 5Q: 3 clusters Score -1335771 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1336018.125000 Penalty: 3050.086670
	Iteration 6Q: 3 clusters Score -1336018 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1336265.375000 Penalty: 3050.086670
	Iteration 7Q: 3 clusters Score -1336265 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1336521.000000 Penalty: 3050.086670
	Iteration 8Q: 3 clusters Score -1336521 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1336814.875000 Penalty: 3050.086670
	Iteration 9Q: 3 clusters Score -1336815 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1337121.750000 Penalty: 3050.086670
	Iteration 10Q: 3 clusters Score -1337122 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1337492.125000 Penalty: 3050.086670
	Iteration 11Q: 3 clusters Score -1337492 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1337900.000000 Penalty: 3050.086670
	Iteration 12Q: 3 clusters Score -1337900 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1338337.625000 Penalty: 3050.086670
	Iteration 13Q: 3 clusters Score -1338338 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1338635.375000 Penalty: 3050.086670
	Iteration 14Q: 3 clusters Score -1338635 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1338824.500000 Penalty: 3050.086670
	Iteration 15Q: 3 clusters Score -1338824 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1338996.625000 Penalty: 3050.086670
	Iteration 16Q: 3 clusters Score -1338997 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1339138.625000 Penalty: 3050.086670
	Iteration 17Q: 3 clusters Score -1339139 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1339216.250000 Penalty: 3050.086670
	Iteration 18Q: 3 clusters Score -1339216 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1339272.375000 Penalty: 3050.086670
	Iteration 19Q: 3 clusters Score -1339272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1339321.500000 Penalty: 3050.086670
	Iteration 20F: 3 clusters Score -1339322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1339353.500000 Penalty: 3050.086670
	Iteration 21Q: 3 clusters Score -1339354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1339373.750000 Penalty: 3050.086670
	Iteration 22Q: 3 clusters Score -1339374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1339387.000000 Penalty: 3050.086670
	Iteration 23Q: 3 clusters Score -1339387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1339400.875000 Penalty: 3050.086670
	Iteration 24Q: 3 clusters Score -1339401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1339406.500000 Penalty: 3050.086670
	Iteration 25Q: 3 clusters Score -1339406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1339411.750000 Penalty: 3050.086670
	Iteration 26Q: 3 clusters Score -1339412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1339416.250000 Penalty: 3050.086670
	Iteration 27Q: 3 clusters Score -1339416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1339417.000000 Penalty: 3050.086670
	Iteration 28Q: 3 clusters Score -1339417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1339419.875000 Penalty: 3050.086670
	Iteration 29Q: 3 clusters Score -1339420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1339419.250000 Penalty: 3050.086670
	Iteration 30Q: 3 clusters Score -1339419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1339422.125000 Penalty: 3050.086670
	Iteration 31Q: 3 clusters Score -1339422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1339423.250000 Penalty: 3050.086670
	Iteration 32Q: 3 clusters Score -1339423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1339426.875000 Penalty: 3050.086670
	Iteration 33Q: 3 clusters Score -1339427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1339430.250000 Penalty: 3050.086670
	Iteration 34Q: 3 clusters Score -1339430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1339431.875000 Penalty: 3050.086670
	Iteration 35Q: 3 clusters Score -1339432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1339433.375000 Penalty: 3050.086670
	Iteration 36Q: 3 clusters Score -1339433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1339431.000000 Penalty: 3050.086670
	Iteration 37Q: 3 clusters Score -1339431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1339431.375000 Penalty: 3050.086670
	Iteration 38Q: 3 clusters Score -1339431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1339433.125000 Penalty: 3050.086670
	Iteration 39Q: 3 clusters Score -1339433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1339432.125000 Penalty: 3050.086670
	Iteration 40F: 3 clusters Score -1339432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1339434.125000 Penalty: 3050.086670
	Iteration 41Q: 3 clusters Score -1339434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1339433.250000 Penalty: 3050.086670
	Iteration 42Q: 3 clusters Score -1339433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1339434.750000 Penalty: 3050.086670
	Iteration 43Q: 3 clusters Score -1339435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1339437.875000 Penalty: 3050.086670
	Iteration 44Q: 3 clusters Score -1339438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1339437.250000 Penalty: 3050.086670
	Iteration 45Q: 3 clusters Score -1339437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1339437.250000 Penalty: 3050.086670
	Iteration 46Q: 3 clusters Score -1339437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1339437.250000 Penalty: 3050.086670
	Iteration 47F: 3 clusters Score -1339437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -493463.031250 Penalty: 1363.344849
	Iteration 0F: 2 clusters Score -493463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -489844.312500 Penalty: 2726.689697
	Iteration 0F: 3 clusters Score -489844.3 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -490762.343750 Penalty: 2726.689697
	Iteration 1F: 3 clusters Score -490762.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -490941.218750 Penalty: 2726.689697
	Iteration 2F: 3 clusters Score -490941.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -491071.625000 Penalty: 2726.689697
	Iteration 3F: 3 clusters Score -491071.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -491149.781250 Penalty: 2726.689697
	Iteration 4Q: 3 clusters Score -491149.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -491219.000000 Penalty: 2726.689697
	Iteration 5Q: 3 clusters Score -491219 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -491272.156250 Penalty: 2726.689697
	Iteration 6Q: 3 clusters Score -491272.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -491313.031250 Penalty: 2726.689697
	Iteration 7Q: 3 clusters Score -491313 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -491353.375000 Penalty: 2726.689697
	Iteration 8Q: 3 clusters Score -491353.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -491391.718750 Penalty: 2726.689697
	Iteration 9Q: 3 clusters Score -491391.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -491418.937500 Penalty: 2726.689697
	Iteration 10Q: 3 clusters Score -491418.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -491444.531250 Penalty: 2726.689697
	Iteration 11Q: 3 clusters Score -491444.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -491467.468750 Penalty: 2726.689697
	Iteration 12Q: 3 clusters Score -491467.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -491487.437500 Penalty: 2726.689697
	Iteration 13Q: 3 clusters Score -491487.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -491509.531250 Penalty: 2726.689697
	Iteration 14Q: 3 clusters Score -491509.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -491531.281250 Penalty: 2726.689697
	Iteration 15Q: 3 clusters Score -491531.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -491558.250000 Penalty: 2726.689697
	Iteration 16Q: 3 clusters Score -491558.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -491593.125000 Penalty: 2726.689697
	Iteration 17Q: 3 clusters Score -491593.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -491626.218750 Penalty: 2726.689697
	Iteration 18Q: 3 clusters Score -491626.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -491657.156250 Penalty: 2726.689697
	Iteration 19Q: 3 clusters Score -491657.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -491696.343750 Penalty: 2726.689697
	Iteration 20F: 3 clusters Score -491696.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -491730.500000 Penalty: 2726.689697
	Iteration 21Q: 3 clusters Score -491730.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -491765.531250 Penalty: 2726.689697
	Iteration 22Q: 3 clusters Score -491765.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -491798.250000 Penalty: 2726.689697
	Iteration 23Q: 3 clusters Score -491798.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -491825.187500 Penalty: 2726.689697
	Iteration 24Q: 3 clusters Score -491825.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -491859.531250 Penalty: 2726.689697
	Iteration 25Q: 3 clusters Score -491859.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -491890.500000 Penalty: 2726.689697
	Iteration 26Q: 3 clusters Score -491890.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -491922.750000 Penalty: 2726.689697
	Iteration 27Q: 3 clusters Score -491922.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -491956.343750 Penalty: 2726.689697
	Iteration 28Q: 3 clusters Score -491956.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -491983.593750 Penalty: 2726.689697
	Iteration 29Q: 3 clusters Score -491983.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -492003.593750 Penalty: 2726.689697
	Iteration 30Q: 3 clusters Score -492003.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -492018.093750 Penalty: 2726.689697
	Iteration 31Q: 3 clusters Score -492018.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -492031.656250 Penalty: 2726.689697
	Iteration 32Q: 3 clusters Score -492031.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -492048.437500 Penalty: 2726.689697
	Iteration 33Q: 3 clusters Score -492048.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -492062.687500 Penalty: 2726.689697
	Iteration 34Q: 3 clusters Score -492062.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -492074.312500 Penalty: 2726.689697
	Iteration 35Q: 3 clusters Score -492074.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -492087.968750 Penalty: 2726.689697
	Iteration 36Q: 3 clusters Score -492088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -492104.656250 Penalty: 2726.689697
	Iteration 37Q: 3 clusters Score -492104.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -492118.031250 Penalty: 2726.689697
	Iteration 38Q: 3 clusters Score -492118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -492129.093750 Penalty: 2726.689697
	Iteration 39Q: 3 clusters Score -492129.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -492139.437500 Penalty: 2726.689697
	Iteration 40F: 3 clusters Score -492139.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -492146.937500 Penalty: 2726.689697
	Iteration 41Q: 3 clusters Score -492146.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -492158.562500 Penalty: 2726.689697
	Iteration 42Q: 3 clusters Score -492158.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -492171.375000 Penalty: 2726.689697
	Iteration 43Q: 3 clusters Score -492171.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -492184.687500 Penalty: 2726.689697
	Iteration 44Q: 3 clusters Score -492184.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -492194.062500 Penalty: 2726.689697
	Iteration 45Q: 3 clusters Score -492194.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -492200.531250 Penalty: 2726.689697
	Iteration 46Q: 3 clusters Score -492200.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -492206.687500 Penalty: 2726.689697
	Iteration 47Q: 3 clusters Score -492206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -492209.437500 Penalty: 2726.689697
	Iteration 48Q: 3 clusters Score -492209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -492212.437500 Penalty: 2726.689697
	Iteration 49Q: 3 clusters Score -492212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -492218.062500 Penalty: 2726.689697
	Iteration 50Q: 3 clusters Score -492218.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -492222.687500 Penalty: 2726.689697
	Iteration 51Q: 3 clusters Score -492222.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -492229.000000 Penalty: 2726.689697
	Iteration 52Q: 3 clusters Score -492229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -492233.718750 Penalty: 2726.689697
	Iteration 53Q: 3 clusters Score -492233.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -492239.875000 Penalty: 2726.689697
	Iteration 54Q: 3 clusters Score -492239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -492241.000000 Penalty: 2726.689697
	Iteration 55Q: 3 clusters Score -492241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -492243.187500 Penalty: 2726.689697
	Iteration 56Q: 3 clusters Score -492243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -492245.031250 Penalty: 2726.689697
	Iteration 57Q: 3 clusters Score -492245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -492246.781250 Penalty: 2726.689697
	Iteration 58Q: 3 clusters Score -492246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -492250.000000 Penalty: 2726.689697
	Iteration 59Q: 3 clusters Score -492250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -492255.187500 Penalty: 2726.689697
	Iteration 60F: 3 clusters Score -492255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -492258.562500 Penalty: 2726.689697
	Iteration 61Q: 3 clusters Score -492258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -492259.500000 Penalty: 2726.689697
	Iteration 62Q: 3 clusters Score -492259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -492260.312500 Penalty: 2726.689697
	Iteration 63Q: 3 clusters Score -492260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -492260.812500 Penalty: 2726.689697
	Iteration 64Q: 3 clusters Score -492260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -492261.250000 Penalty: 2726.689697
	Iteration 65Q: 3 clusters Score -492261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -492263.906250 Penalty: 2726.689697
	Iteration 66Q: 3 clusters Score -492263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -492265.343750 Penalty: 2726.689697
	Iteration 67Q: 3 clusters Score -492265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -492269.406250 Penalty: 2726.689697
	Iteration 68Q: 3 clusters Score -492269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -492271.593750 Penalty: 2726.689697
	Iteration 69Q: 3 clusters Score -492271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -492273.406250 Penalty: 2726.689697
	Iteration 70Q: 3 clusters Score -492273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -492275.562500 Penalty: 2726.689697
	Iteration 71Q: 3 clusters Score -492275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -492276.000000 Penalty: 2726.689697
	Iteration 72Q: 3 clusters Score -492276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -492276.000000 Penalty: 2726.689697
	Iteration 73F: 3 clusters Score -492276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Entering Unmasked Estep 
Score: -7483599.500000 Penalty: 1806.189453
	Iteration 0F: 2 clusters Score -7483600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -7438760.000000 Penalty: 3612.378906
	Iteration 0F: 3 clusters Score -7438760 nChanged 31843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -7457594.500000 Penalty: 3612.378906
	Iteration 1F: 3 clusters Score -7457594 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -7458557.500000 Penalty: 3612.378906
	Iteration 2Q: 3 clusters Score -7458558 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -7459706.000000 Penalty: 3612.378906
	Iteration 3Q: 3 clusters Score -7459706 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -7461115.000000 Penalty: 3612.378906
	Iteration 4Q: 3 clusters Score -7461115 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -7463009.500000 Penalty: 3612.378906
	Iteration 5F: 3 clusters Score -7463010 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -7465252.500000 Penalty: 3612.378906
	Iteration 6F: 3 clusters Score -7465252 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -7467870.000000 Penalty: 3612.378906
	Iteration 7F: 3 clusters Score -7467870 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -7470667.500000 Penalty: 3612.378906
	Iteration 8F: 3 clusters Score -7470668 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -7472899.000000 Penalty: 3612.378906
	Iteration 9F: 3 clusters Score -7472899 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -7474207.500000 Penalty: 3612.378906
	Iteration 10Q: 3 clusters Score -7474208 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -7475073.500000 Penalty: 3612.378906
	Iteration 11Q: 3 clusters Score -7475074 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -7475562.500000 Penalty: 3612.378906
	Iteration 12Q: 3 clusters Score -7475562 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -7475924.000000 Penalty: 3612.378906
	Iteration 13Q: 3 clusters Score -7475924 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -7476236.500000 Penalty: 3612.378906
	Iteration 14Q: 3 clusters Score -7476236 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -7476458.000000 Penalty: 3612.378906
	Iteration 15Q: 3 clusters Score -7476458 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -7476674.500000 Penalty: 3612.378906
	Iteration 16Q: 3 clusters Score -7476674 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -7476961.000000 Penalty: 3612.378906
	Iteration 17Q: 3 clusters Score -7476961 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -7477258.500000 Penalty: 3612.378906
	Iteration 18Q: 3 clusters Score -7477258 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -7477586.500000 Penalty: 3612.378906
	Iteration 19Q: 3 clusters Score -7477586 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -7478012.500000 Penalty: 3612.378906
	Iteration 20F: 3 clusters Score -7478012 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -7478572.500000 Penalty: 3612.378906
	Iteration 21Q: 3 clusters Score -7478572 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -7479165.500000 Penalty: 3612.378906
	Iteration 22Q: 3 clusters Score -7479166 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -7479848.000000 Penalty: 3612.378906
	Iteration 23Q: 3 clusters Score -7479848 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -7480671.000000 Penalty: 3612.378906
	Iteration 24Q: 3 clusters Score -7480671 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -7481407.500000 Penalty: 3612.378906
	Iteration 25Q: 3 clusters Score -7481408 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -7481862.000000 Penalty: 3612.378906
	Iteration 26Q: 3 clusters Score -7481862 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -7482169.500000 Penalty: 3612.378906
	Iteration 27Q: 3 clusters Score -7482170 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -7482320.500000 Penalty: 3612.378906
	Iteration 28Q: 3 clusters Score -7482320 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -7482413.500000 Penalty: 3612.378906
	Iteration 29Q: 3 clusters Score -7482414 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -7482428.000000 Penalty: 3612.378906
	Iteration 30Q: 3 clusters Score -7482428 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -7482445.000000 Penalty: 3612.378906
	Iteration 31Q: 3 clusters Score -7482445 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -7482474.500000 Penalty: 3612.378906
	Iteration 32Q: 3 clusters Score -7482474 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -7482473.000000 Penalty: 3612.378906
	Iteration 33Q: 3 clusters Score -7482473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -7482496.000000 Penalty: 3612.378906
	Iteration 34Q: 3 clusters Score -7482496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -7482501.000000 Penalty: 3612.378906
	Iteration 35Q: 3 clusters Score -7482501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -7482491.500000 Penalty: 3612.378906
	Iteration 36Q: 3 clusters Score -7482492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -7482502.000000 Penalty: 3612.378906
	Iteration 37Q: 3 clusters Score -7482502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -7482502.000000 Penalty: 3612.378906
	Iteration 38Q: 3 clusters Score -7482502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -7482497.000000 Penalty: 3612.378906
	Iteration 39Q: 3 clusters Score -7482497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -7482506.000000 Penalty: 3612.378906
	Iteration 40F: 3 clusters Score -7482506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -7482527.500000 Penalty: 3612.378906
	Iteration 41Q: 3 clusters Score -7482528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -7482533.000000 Penalty: 3612.378906
	Iteration 42Q: 3 clusters Score -7482533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -7482528.000000 Penalty: 3612.378906
	Iteration 43Q: 3 clusters Score -7482528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -7482535.500000 Penalty: 3612.378906
	Iteration 44Q: 3 clusters Score -7482536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -7482541.500000 Penalty: 3612.378906
	Iteration 45Q: 3 clusters Score -7482542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -7482541.000000 Penalty: 3612.378906
	Iteration 46Q: 3 clusters Score -7482541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -7482539.500000 Penalty: 3612.378906
	Iteration 47Q: 3 clusters Score -7482540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -7482556.500000 Penalty: 3612.378906
	Iteration 48Q: 3 clusters Score -7482556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -7482558.000000 Penalty: 3612.378906
	Iteration 49Q: 3 clusters Score -7482558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -7482558.500000 Penalty: 3612.378906
	Iteration 50Q: 3 clusters Score -7482558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -7482556.500000 Penalty: 3612.378906
	Iteration 51Q: 3 clusters Score -7482556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -7482557.500000 Penalty: 3612.378906
	Iteration 52Q: 3 clusters Score -7482558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -7482548.000000 Penalty: 3612.378906
	Iteration 53Q: 3 clusters Score -7482548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -7482552.000000 Penalty: 3612.378906
	Iteration 54Q: 3 clusters Score -7482552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -7482545.000000 Penalty: 3612.378906
	Iteration 55Q: 3 clusters Score -7482545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -7482549.000000 Penalty: 3612.378906
	Iteration 56Q: 3 clusters Score -7482549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -7482547.000000 Penalty: 3612.378906
	Iteration 57Q: 3 clusters Score -7482547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -7482549.000000 Penalty: 3612.378906
	Iteration 58Q: 3 clusters Score -7482549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -7482553.000000 Penalty: 3612.378906
	Iteration 59Q: 3 clusters Score -7482553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -7482548.000000 Penalty: 3612.378906
	Iteration 60F: 3 clusters Score -7482548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -7482543.500000 Penalty: 3612.378906
	Iteration 61Q: 3 clusters Score -7482544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -7482543.500000 Penalty: 3612.378906
	Iteration 62Q: 3 clusters Score -7482544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -7482542.000000 Penalty: 3612.378906
	Iteration 63Q: 3 clusters Score -7482542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -7482552.000000 Penalty: 3612.378906
	Iteration 64Q: 3 clusters Score -7482552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -7482559.500000 Penalty: 3612.378906
	Iteration 65Q: 3 clusters Score -7482560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -7482547.500000 Penalty: 3612.378906
	Iteration 66Q: 3 clusters Score -7482548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -7482546.000000 Penalty: 3612.378906
	Iteration 67Q: 3 clusters Score -7482546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -7482553.500000 Penalty: 3612.378906
	Iteration 68Q: 3 clusters Score -7482554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -7482549.000000 Penalty: 3612.378906
	Iteration 69Q: 3 clusters Score -7482549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -7482554.500000 Penalty: 3612.378906
	Iteration 70Q: 3 clusters Score -7482554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -7482549.000000 Penalty: 3612.378906
	Iteration 71Q: 3 clusters Score -7482549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -7482552.000000 Penalty: 3612.378906
	Iteration 72Q: 3 clusters Score -7482552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -7482545.500000 Penalty: 3612.378906
	Iteration 73Q: 3 clusters Score -7482546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -7482549.500000 Penalty: 3612.378906
	Iteration 74Q: 3 clusters Score -7482550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -7482549.500000 Penalty: 3612.378906
	Iteration 75F: 3 clusters Score -7482550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Entering Unmasked Estep 
Score: -2888280.500000 Penalty: 1656.996826
	Iteration 0F: 2 clusters Score -2888280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2870070.500000 Penalty: 3313.993652
	Iteration 0F: 3 clusters Score -2870070 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2876970.500000 Penalty: 3313.993652
	Iteration 1F: 3 clusters Score -2876970 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2877511.000000 Penalty: 3313.993652
	Iteration 2Q: 3 clusters Score -2877511 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2878234.250000 Penalty: 3313.993652
	Iteration 3F: 3 clusters Score -2878234 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2879158.000000 Penalty: 3313.993652
	Iteration 4F: 3 clusters Score -2879158 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2880303.500000 Penalty: 3313.993652
	Iteration 5F: 3 clusters Score -2880304 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2881504.250000 Penalty: 3313.993652
	Iteration 6F: 3 clusters Score -2881504 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2882516.000000 Penalty: 3313.993652
	Iteration 7F: 3 clusters Score -2882516 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2883269.250000 Penalty: 3313.993652
	Iteration 8Q: 3 clusters Score -2883269 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2883894.500000 Penalty: 3313.993652
	Iteration 9Q: 3 clusters Score -2883894 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2884434.000000 Penalty: 3313.993652
	Iteration 10Q: 3 clusters Score -2884434 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2884966.250000 Penalty: 3313.993652
	Iteration 11Q: 3 clusters Score -2884966 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2885661.500000 Penalty: 3313.993652
	Iteration 12Q: 3 clusters Score -2885662 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2886116.750000 Penalty: 3313.993652
	Iteration 13Q: 3 clusters Score -2886117 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2886325.500000 Penalty: 3313.993652
	Iteration 14Q: 3 clusters Score -2886326 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2886518.500000 Penalty: 3313.993652
	Iteration 15Q: 3 clusters Score -2886518 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2886699.500000 Penalty: 3313.993652
	Iteration 16Q: 3 clusters Score -2886700 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2886836.500000 Penalty: 3313.993652
	Iteration 17Q: 3 clusters Score -2886836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -2886958.750000 Penalty: 3313.993652
	Iteration 18Q: 3 clusters Score -2886959 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2887030.750000 Penalty: 3313.993652
	Iteration 19Q: 3 clusters Score -2887031 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -2887084.000000 Penalty: 3313.993652
	Iteration 20F: 3 clusters Score -2887084 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2887122.000000 Penalty: 3313.993652
	Iteration 21Q: 3 clusters Score -2887122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2887150.750000 Penalty: 3313.993652
	Iteration 22Q: 3 clusters Score -2887151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2887164.500000 Penalty: 3313.993652
	Iteration 23Q: 3 clusters Score -2887164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2887179.250000 Penalty: 3313.993652
	Iteration 24Q: 3 clusters Score -2887179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2887188.500000 Penalty: 3313.993652
	Iteration 25Q: 3 clusters Score -2887188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -2887175.500000 Penalty: 3313.993652
	Iteration 26Q: 3 clusters Score -2887176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2887182.000000 Penalty: 3313.993652
	Iteration 27Q: 3 clusters Score -2887182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2887190.000000 Penalty: 3313.993652
	Iteration 28Q: 3 clusters Score -2887190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2887191.750000 Penalty: 3313.993652
	Iteration 29Q: 3 clusters Score -2887192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -2887192.750000 Penalty: 3313.993652
	Iteration 30Q: 3 clusters Score -2887193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2887192.250000 Penalty: 3313.993652
	Iteration 31Q: 3 clusters Score -2887192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2887191.000000 Penalty: 3313.993652
	Iteration 32Q: 3 clusters Score -2887191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -2887191.000000 Penalty: 3313.993652
	Iteration 33Q: 3 clusters Score -2887191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2887194.500000 Penalty: 3313.993652
	Iteration 34Q: 3 clusters Score -2887194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2887197.750000 Penalty: 3313.993652
	Iteration 35Q: 3 clusters Score -2887198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -2887203.000000 Penalty: 3313.993652
	Iteration 36Q: 3 clusters Score -2887203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -2887203.500000 Penalty: 3313.993652
	Iteration 37Q: 3 clusters Score -2887204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2887207.750000 Penalty: 3313.993652
	Iteration 38Q: 3 clusters Score -2887208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2887199.250000 Penalty: 3313.993652
	Iteration 39Q: 3 clusters Score -2887199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -2887201.500000 Penalty: 3313.993652
	Iteration 40F: 3 clusters Score -2887202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2887205.500000 Penalty: 3313.993652
	Iteration 41Q: 3 clusters Score -2887206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -2887206.000000 Penalty: 3313.993652
	Iteration 42Q: 3 clusters Score -2887206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -2887202.000000 Penalty: 3313.993652
	Iteration 43Q: 3 clusters Score -2887202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -2887204.750000 Penalty: 3313.993652
	Iteration 44Q: 3 clusters Score -2887205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -2887202.500000 Penalty: 3313.993652
	Iteration 45Q: 3 clusters Score -2887202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -2887204.500000 Penalty: 3313.993652
	Iteration 46Q: 3 clusters Score -2887204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2887205.500000 Penalty: 3313.993652
	Iteration 47Q: 3 clusters Score -2887206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -2887204.250000 Penalty: 3313.993652
	Iteration 48Q: 3 clusters Score -2887204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -2887202.500000 Penalty: 3313.993652
	Iteration 49Q: 3 clusters Score -2887202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2887203.500000 Penalty: 3313.993652
	Iteration 50Q: 3 clusters Score -2887204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -2887206.000000 Penalty: 3313.993652
	Iteration 51Q: 3 clusters Score -2887206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -2887211.000000 Penalty: 3313.993652
	Iteration 52Q: 3 clusters Score -2887211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2887212.500000 Penalty: 3313.993652
	Iteration 53Q: 3 clusters Score -2887212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -2887205.750000 Penalty: 3313.993652
	Iteration 54Q: 3 clusters Score -2887206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2887211.750000 Penalty: 3313.993652
	Iteration 55Q: 3 clusters Score -2887212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2887214.250000 Penalty: 3313.993652
	Iteration 56Q: 3 clusters Score -2887214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2887215.750000 Penalty: 3313.993652
	Iteration 57Q: 3 clusters Score -2887216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -2887222.000000 Penalty: 3313.993652
	Iteration 58Q: 3 clusters Score -2887222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -2887221.250000 Penalty: 3313.993652
	Iteration 59Q: 3 clusters Score -2887221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -2887221.750000 Penalty: 3313.993652
	Iteration 60F: 3 clusters Score -2887222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2887225.750000 Penalty: 3313.993652
	Iteration 61Q: 3 clusters Score -2887226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2887220.000000 Penalty: 3313.993652
	Iteration 62Q: 3 clusters Score -2887220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -2887224.750000 Penalty: 3313.993652
	Iteration 63Q: 3 clusters Score -2887225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2887226.500000 Penalty: 3313.993652
	Iteration 64Q: 3 clusters Score -2887226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -2887224.250000 Penalty: 3313.993652
	Iteration 65Q: 3 clusters Score -2887224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -2887226.250000 Penalty: 3313.993652
	Iteration 66Q: 3 clusters Score -2887226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2887227.500000 Penalty: 3313.993652
	Iteration 67Q: 3 clusters Score -2887228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2887227.750000 Penalty: 3313.993652
	Iteration 68Q: 3 clusters Score -2887228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -2887227.000000 Penalty: 3313.993652
	Iteration 69Q: 3 clusters Score -2887227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -2887237.500000 Penalty: 3313.993652
	Iteration 70Q: 3 clusters Score -2887238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -2887236.750000 Penalty: 3313.993652
	Iteration 71Q: 3 clusters Score -2887237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2887238.250000 Penalty: 3313.993652
	Iteration 72Q: 3 clusters Score -2887238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2887242.000000 Penalty: 3313.993652
	Iteration 73Q: 3 clusters Score -2887242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2887238.000000 Penalty: 3313.993652
	Iteration 74Q: 3 clusters Score -2887238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2887242.750000 Penalty: 3313.993652
	Iteration 75Q: 3 clusters Score -2887243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -2887238.250000 Penalty: 3313.993652
	Iteration 76Q: 3 clusters Score -2887238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -2887240.000000 Penalty: 3313.993652
	Iteration 77Q: 3 clusters Score -2887240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -2887242.500000 Penalty: 3313.993652
	Iteration 78Q: 3 clusters Score -2887242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -2887242.250000 Penalty: 3313.993652
	Iteration 79Q: 3 clusters Score -2887242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -2887242.500000 Penalty: 3313.993652
	Iteration 80F: 3 clusters Score -2887242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2887245.750000 Penalty: 3313.993652
	Iteration 81Q: 3 clusters Score -2887246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -2887245.000000 Penalty: 3313.993652
	Iteration 82Q: 3 clusters Score -2887245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2887243.500000 Penalty: 3313.993652
	Iteration 83Q: 3 clusters Score -2887244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -2887243.250000 Penalty: 3313.993652
	Iteration 84Q: 3 clusters Score -2887243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2887243.500000 Penalty: 3313.993652
	Iteration 85Q: 3 clusters Score -2887244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2887243.750000 Penalty: 3313.993652
	Iteration 86Q: 3 clusters Score -2887244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2887243.750000 Penalty: 3313.993652
	Iteration 87F: 3 clusters Score -2887244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -775687.812500 Penalty: 1443.162842
	Iteration 0F: 2 clusters Score -775687.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -770286.937500 Penalty: 2886.325684
	Iteration 0F: 3 clusters Score -770286.9 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -772099.000000 Penalty: 2886.325684
	Iteration 1F: 3 clusters Score -772099 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -772534.562500 Penalty: 2886.325684
	Iteration 2F: 3 clusters Score -772534.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -772930.687500 Penalty: 2886.325684
	Iteration 3F: 3 clusters Score -772930.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -773244.375000 Penalty: 2886.325684
	Iteration 4F: 3 clusters Score -773244.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -773468.812500 Penalty: 2886.325684
	Iteration 5F: 3 clusters Score -773468.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -773651.125000 Penalty: 2886.325684
	Iteration 6Q: 3 clusters Score -773651.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -773798.250000 Penalty: 2886.325684
	Iteration 7Q: 3 clusters Score -773798.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -773937.125000 Penalty: 2886.325684
	Iteration 8Q: 3 clusters Score -773937.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -774063.875000 Penalty: 2886.325684
	Iteration 9Q: 3 clusters Score -774063.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -774195.312500 Penalty: 2886.325684
	Iteration 10Q: 3 clusters Score -774195.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -774324.187500 Penalty: 2886.325684
	Iteration 11Q: 3 clusters Score -774324.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -774490.750000 Penalty: 2886.325684
	Iteration 12Q: 3 clusters Score -774490.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -774644.625000 Penalty: 2886.325684
	Iteration 13Q: 3 clusters Score -774644.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -774714.312500 Penalty: 2886.325684
	Iteration 14Q: 3 clusters Score -774714.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -774741.062500 Penalty: 2886.325684
	Iteration 15Q: 3 clusters Score -774741.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -774754.437500 Penalty: 2886.325684
	Iteration 16Q: 3 clusters Score -774754.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -774768.875000 Penalty: 2886.325684
	Iteration 17Q: 3 clusters Score -774768.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -774782.937500 Penalty: 2886.325684
	Iteration 18Q: 3 clusters Score -774782.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -774788.937500 Penalty: 2886.325684
	Iteration 19Q: 3 clusters Score -774788.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -774799.687500 Penalty: 2886.325684
	Iteration 20F: 3 clusters Score -774799.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -774810.625000 Penalty: 2886.325684
	Iteration 21Q: 3 clusters Score -774810.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -774811.187500 Penalty: 2886.325684
	Iteration 22Q: 3 clusters Score -774811.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -774817.125000 Penalty: 2886.325684
	Iteration 23Q: 3 clusters Score -774817.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -774822.625000 Penalty: 2886.325684
	Iteration 24Q: 3 clusters Score -774822.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -774829.750000 Penalty: 2886.325684
	Iteration 25Q: 3 clusters Score -774829.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -774832.812500 Penalty: 2886.325684
	Iteration 26Q: 3 clusters Score -774832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -774837.250000 Penalty: 2886.325684
	Iteration 27Q: 3 clusters Score -774837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -774839.375000 Penalty: 2886.325684
	Iteration 28Q: 3 clusters Score -774839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -774845.125000 Penalty: 2886.325684
	Iteration 29Q: 3 clusters Score -774845.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -774844.375000 Penalty: 2886.325684
	Iteration 30Q: 3 clusters Score -774844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -774846.437500 Penalty: 2886.325684
	Iteration 31Q: 3 clusters Score -774846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -774847.625000 Penalty: 2886.325684
	Iteration 32Q: 3 clusters Score -774847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -774850.437500 Penalty: 2886.325684
	Iteration 33Q: 3 clusters Score -774850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -774853.375000 Penalty: 2886.325684
	Iteration 34Q: 3 clusters Score -774853.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -774858.875000 Penalty: 2886.325684
	Iteration 35Q: 3 clusters Score -774858.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -774859.125000 Penalty: 2886.325684
	Iteration 36Q: 3 clusters Score -774859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -774859.000000 Penalty: 2886.325684
	Iteration 37Q: 3 clusters Score -774859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -774861.875000 Penalty: 2886.325684
	Iteration 38Q: 3 clusters Score -774861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -774864.500000 Penalty: 2886.325684
	Iteration 39Q: 3 clusters Score -774864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -774867.875000 Penalty: 2886.325684
	Iteration 40F: 3 clusters Score -774867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -774870.937500 Penalty: 2886.325684
	Iteration 41Q: 3 clusters Score -774870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -774872.625000 Penalty: 2886.325684
	Iteration 42Q: 3 clusters Score -774872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -774874.875000 Penalty: 2886.325684
	Iteration 43Q: 3 clusters Score -774874.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -774879.750000 Penalty: 2886.325684
	Iteration 44Q: 3 clusters Score -774879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -774884.000000 Penalty: 2886.325684
	Iteration 45Q: 3 clusters Score -774884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -774884.750000 Penalty: 2886.325684
	Iteration 46Q: 3 clusters Score -774884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -774885.875000 Penalty: 2886.325684
	Iteration 47Q: 3 clusters Score -774885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -774885.687500 Penalty: 2886.325684
	Iteration 48Q: 3 clusters Score -774885.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -774885.687500 Penalty: 2886.325684
	Iteration 49F: 3 clusters Score -774885.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Entering Unmasked Estep 
Score: -1377459.250000 Penalty: 1528.553467
	Iteration 0F: 2 clusters Score -1377459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1368950.000000 Penalty: 3057.106934
	Iteration 0F: 3 clusters Score -1368950 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1371692.500000 Penalty: 3057.106934
	Iteration 1F: 3 clusters Score -1371692 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1371985.625000 Penalty: 3057.106934
	Iteration 2F: 3 clusters Score -1371986 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1372234.125000 Penalty: 3057.106934
	Iteration 3Q: 3 clusters Score -1372234 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1372531.125000 Penalty: 3057.106934
	Iteration 4Q: 3 clusters Score -1372531 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1372869.750000 Penalty: 3057.106934
	Iteration 5Q: 3 clusters Score -1372870 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1373187.625000 Penalty: 3057.106934
	Iteration 6Q: 3 clusters Score -1373188 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1373462.500000 Penalty: 3057.106934
	Iteration 7Q: 3 clusters Score -1373462 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1373723.500000 Penalty: 3057.106934
	Iteration 8Q: 3 clusters Score -1373724 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1373953.750000 Penalty: 3057.106934
	Iteration 9Q: 3 clusters Score -1373954 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1374212.125000 Penalty: 3057.106934
	Iteration 10Q: 3 clusters Score -1374212 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1374499.375000 Penalty: 3057.106934
	Iteration 11Q: 3 clusters Score -1374499 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1374817.750000 Penalty: 3057.106934
	Iteration 12Q: 3 clusters Score -1374818 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1375135.750000 Penalty: 3057.106934
	Iteration 13Q: 3 clusters Score -1375136 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1375403.375000 Penalty: 3057.106934
	Iteration 14Q: 3 clusters Score -1375403 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1375625.125000 Penalty: 3057.106934
	Iteration 15Q: 3 clusters Score -1375625 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1375796.625000 Penalty: 3057.106934
	Iteration 16Q: 3 clusters Score -1375797 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1375910.875000 Penalty: 3057.106934
	Iteration 17Q: 3 clusters Score -1375911 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1375986.750000 Penalty: 3057.106934
	Iteration 18Q: 3 clusters Score -1375987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1376035.000000 Penalty: 3057.106934
	Iteration 19Q: 3 clusters Score -1376035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1376068.000000 Penalty: 3057.106934
	Iteration 20F: 3 clusters Score -1376068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1376095.750000 Penalty: 3057.106934
	Iteration 21Q: 3 clusters Score -1376096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1376119.375000 Penalty: 3057.106934
	Iteration 22Q: 3 clusters Score -1376119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1376129.500000 Penalty: 3057.106934
	Iteration 23Q: 3 clusters Score -1376130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1376137.000000 Penalty: 3057.106934
	Iteration 24Q: 3 clusters Score -1376137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1376148.375000 Penalty: 3057.106934
	Iteration 25Q: 3 clusters Score -1376148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1376153.500000 Penalty: 3057.106934
	Iteration 26Q: 3 clusters Score -1376154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1376161.125000 Penalty: 3057.106934
	Iteration 27Q: 3 clusters Score -1376161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1376165.750000 Penalty: 3057.106934
	Iteration 28Q: 3 clusters Score -1376166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1376166.000000 Penalty: 3057.106934
	Iteration 29Q: 3 clusters Score -1376166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1376166.875000 Penalty: 3057.106934
	Iteration 30Q: 3 clusters Score -1376167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1376169.625000 Penalty: 3057.106934
	Iteration 31Q: 3 clusters Score -1376170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1376172.875000 Penalty: 3057.106934
	Iteration 32Q: 3 clusters Score -1376173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1376174.125000 Penalty: 3057.106934
	Iteration 33Q: 3 clusters Score -1376174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1376174.125000 Penalty: 3057.106934
	Iteration 34F: 3 clusters Score -1376174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176779 members 
Entering Unmasked Estep 
Score: -19371514.000000 Penalty: 1963.431641
	Iteration 0F: 2 clusters Score -1.937151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88531 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -19268652.000000 Penalty: 3926.863281
	Iteration 0F: 3 clusters Score -1.926865e+07 nChanged 85576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -19318606.000000 Penalty: 3926.863281
	Iteration 1F: 3 clusters Score -1.931861e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 86083 members 
Entering Unmasked Estep 
Score: -19319422.000000 Penalty: 3926.863281
	Iteration 2Q: 3 clusters Score -1.931942e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -19320184.000000 Penalty: 3926.863281
	Iteration 3Q: 3 clusters Score -1.932018e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 85746 members 
Entering Unmasked Estep 
Score: -19321264.000000 Penalty: 3926.863281
	Iteration 4Q: 3 clusters Score -1.932126e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -19322998.000000 Penalty: 3926.863281
	Iteration 5Q: 3 clusters Score -1.9323e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -19325598.000000 Penalty: 3926.863281
	Iteration 6Q: 3 clusters Score -1.93256e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -19329670.000000 Penalty: 3926.863281
	Iteration 7Q: 3 clusters Score -1.932967e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -19335090.000000 Penalty: 3926.863281
	Iteration 8F: 3 clusters Score -1.933509e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -19341174.000000 Penalty: 3926.863281
	Iteration 9F: 3 clusters Score -1.934117e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -19346730.000000 Penalty: 3926.863281
	Iteration 10F: 3 clusters Score -1.934673e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -19349948.000000 Penalty: 3926.863281
	Iteration 11Q: 3 clusters Score -1.934995e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 103265 members 
Entering Unmasked Estep 
Score: -19351030.000000 Penalty: 3926.863281
	Iteration 12Q: 3 clusters Score -1.935103e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 111131 members 
Entering Unmasked Estep 
Score: -19351260.000000 Penalty: 3926.863281
	Iteration 13Q: 3 clusters Score -1.935126e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 120448 members 
Entering Unmasked Estep 
Score: -19351836.000000 Penalty: 3926.863281
	Iteration 14F: 3 clusters Score -1.935184e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 130475 members 
Entering Unmasked Estep 
Score: -19353138.000000 Penalty: 3926.863281
	Iteration 15F: 3 clusters Score -1.935314e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 140183 members 
Entering Unmasked Estep 
Score: -19355250.000000 Penalty: 3926.863281
	Iteration 16F: 3 clusters Score -1.935525e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 148804 members 
Entering Unmasked Estep 
Score: -19357948.000000 Penalty: 3926.863281
	Iteration 17Q: 3 clusters Score -1.935795e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 156055 members 
Entering Unmasked Estep 
Score: -19360516.000000 Penalty: 3926.863281
	Iteration 18Q: 3 clusters Score -1.936052e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 161825 members 
Entering Unmasked Estep 
Score: -19362982.000000 Penalty: 3926.863281
	Iteration 19Q: 3 clusters Score -1.936298e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 166220 members 
Entering Unmasked Estep 
Score: -19365076.000000 Penalty: 3926.863281
	Iteration 20F: 3 clusters Score -1.936508e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 169575 members 
Entering Unmasked Estep 
Score: -19366464.000000 Penalty: 3926.863281
	Iteration 21Q: 3 clusters Score -1.936646e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 171976 members 
Entering Unmasked Estep 
Score: -19367608.000000 Penalty: 3926.863281
	Iteration 22Q: 3 clusters Score -1.936761e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 173742 members 
Entering Unmasked Estep 
Score: -19368330.000000 Penalty: 3926.863281
	Iteration 23Q: 3 clusters Score -1.936833e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 174862 members 
Entering Unmasked Estep 
Score: -19368882.000000 Penalty: 3926.863281
	Iteration 24Q: 3 clusters Score -1.936888e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 175535 members 
Entering Unmasked Estep 
Score: -19369194.000000 Penalty: 3926.863281
	Iteration 25Q: 3 clusters Score -1.936919e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 175920 members 
Entering Unmasked Estep 
Score: -19369460.000000 Penalty: 3926.863281
	Iteration 26Q: 3 clusters Score -1.936946e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 176127 members 
Entering Unmasked Estep 
Score: -19369572.000000 Penalty: 3926.863281
	Iteration 27Q: 3 clusters Score -1.936957e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 176243 members 
Entering Unmasked Estep 
Score: -19369682.000000 Penalty: 3926.863281
	Iteration 28Q: 3 clusters Score -1.936968e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 176309 members 
Entering Unmasked Estep 
Score: -19369720.000000 Penalty: 3926.863281
	Iteration 29Q: 3 clusters Score -1.936972e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 176352 members 
Entering Unmasked Estep 
Score: -19369752.000000 Penalty: 3926.863281
	Iteration 30Q: 3 clusters Score -1.936975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 176377 members 
Entering Unmasked Estep 
Score: -19369738.000000 Penalty: 3926.863281
	Iteration 31Q: 3 clusters Score -1.936974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 176396 members 
Entering Unmasked Estep 
Score: -19369772.000000 Penalty: 3926.863281
	Iteration 32Q: 3 clusters Score -1.936977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 176407 members 
Entering Unmasked Estep 
Score: -19369788.000000 Penalty: 3926.863281
	Iteration 33Q: 3 clusters Score -1.936979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 176411 members 
Entering Unmasked Estep 
Score: -19369798.000000 Penalty: 3926.863281
	Iteration 34Q: 3 clusters Score -1.93698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 176421 members 
Entering Unmasked Estep 
Score: -19369800.000000 Penalty: 3926.863281
	Iteration 35Q: 3 clusters Score -1.93698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 176423 members 
Entering Unmasked Estep 
Score: -19369804.000000 Penalty: 3926.863281
	Iteration 36Q: 3 clusters Score -1.93698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 176430 members 
Entering Unmasked Estep 
Score: -19369814.000000 Penalty: 3926.863281
	Iteration 37Q: 3 clusters Score -1.936981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 176438 members 
Entering Unmasked Estep 
Score: -19369822.000000 Penalty: 3926.863281
	Iteration 38Q: 3 clusters Score -1.936982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 176445 members 
Entering Unmasked Estep 
Score: -19369836.000000 Penalty: 3926.863281
	Iteration 39Q: 3 clusters Score -1.936984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 176450 members 
Entering Unmasked Estep 
Score: -19369846.000000 Penalty: 3926.863281
	Iteration 40F: 3 clusters Score -1.936985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 176455 members 
Entering Unmasked Estep 
Score: -19369816.000000 Penalty: 3926.863281
	Iteration 41Q: 3 clusters Score -1.936982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 176459 members 
Entering Unmasked Estep 
Score: -19369814.000000 Penalty: 3926.863281
	Iteration 42Q: 3 clusters Score -1.936981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 176459 members 
Entering Unmasked Estep 
Score: -19369820.000000 Penalty: 3926.863281
	Iteration 43Q: 3 clusters Score -1.936982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 176460 members 
Entering Unmasked Estep 
Score: -19369830.000000 Penalty: 3926.863281
	Iteration 44Q: 3 clusters Score -1.936983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -19369828.000000 Penalty: 3926.863281
	Iteration 45Q: 3 clusters Score -1.936983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 176462 members 
Entering Unmasked Estep 
Score: -19369824.000000 Penalty: 3926.863281
	Iteration 46Q: 3 clusters Score -1.936982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 176462 members 
Entering Unmasked Estep 
Score: -19369824.000000 Penalty: 3926.863281
	Iteration 47F: 3 clusters Score -1.936982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Entering Unmasked Estep 
Score: -1212019.375000 Penalty: 1516.468750
	Iteration 0F: 2 clusters Score -1212019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1203995.125000 Penalty: 3032.937500
	Iteration 0F: 3 clusters Score -1203995 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1206720.875000 Penalty: 3032.937500
	Iteration 1F: 3 clusters Score -1206721 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1207102.875000 Penalty: 3032.937500
	Iteration 2F: 3 clusters Score -1207103 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1207476.625000 Penalty: 3032.937500
	Iteration 3F: 3 clusters Score -1207477 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1207845.750000 Penalty: 3032.937500
	Iteration 4F: 3 clusters Score -1207846 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1208232.000000 Penalty: 3032.937500
	Iteration 5F: 3 clusters Score -1208232 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1208570.000000 Penalty: 3032.937500
	Iteration 6F: 3 clusters Score -1208570 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1208803.625000 Penalty: 3032.937500
	Iteration 7Q: 3 clusters Score -1208804 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1208973.500000 Penalty: 3032.937500
	Iteration 8Q: 3 clusters Score -1208974 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1209100.875000 Penalty: 3032.937500
	Iteration 9Q: 3 clusters Score -1209101 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1209197.875000 Penalty: 3032.937500
	Iteration 10Q: 3 clusters Score -1209198 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1209270.250000 Penalty: 3032.937500
	Iteration 11Q: 3 clusters Score -1209270 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1209327.375000 Penalty: 3032.937500
	Iteration 12Q: 3 clusters Score -1209327 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1209382.625000 Penalty: 3032.937500
	Iteration 13Q: 3 clusters Score -1209383 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1209438.750000 Penalty: 3032.937500
	Iteration 14Q: 3 clusters Score -1209439 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1209505.125000 Penalty: 3032.937500
	Iteration 15Q: 3 clusters Score -1209505 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1209588.000000 Penalty: 3032.937500
	Iteration 16Q: 3 clusters Score -1209588 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1209691.750000 Penalty: 3032.937500
	Iteration 17Q: 3 clusters Score -1209692 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1209799.125000 Penalty: 3032.937500
	Iteration 18Q: 3 clusters Score -1209799 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1209950.250000 Penalty: 3032.937500
	Iteration 19Q: 3 clusters Score -1209950 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1210132.000000 Penalty: 3032.937500
	Iteration 20F: 3 clusters Score -1210132 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1210341.500000 Penalty: 3032.937500
	Iteration 21Q: 3 clusters Score -1210342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1210474.875000 Penalty: 3032.937500
	Iteration 22Q: 3 clusters Score -1210475 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1210554.625000 Penalty: 3032.937500
	Iteration 23Q: 3 clusters Score -1210555 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1210606.875000 Penalty: 3032.937500
	Iteration 24Q: 3 clusters Score -1210607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1210646.250000 Penalty: 3032.937500
	Iteration 25Q: 3 clusters Score -1210646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1210659.500000 Penalty: 3032.937500
	Iteration 26Q: 3 clusters Score -1210660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1210674.875000 Penalty: 3032.937500
	Iteration 27Q: 3 clusters Score -1210675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1210681.750000 Penalty: 3032.937500
	Iteration 28Q: 3 clusters Score -1210682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1210686.875000 Penalty: 3032.937500
	Iteration 29Q: 3 clusters Score -1210687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1210693.000000 Penalty: 3032.937500
	Iteration 30Q: 3 clusters Score -1210693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1210701.500000 Penalty: 3032.937500
	Iteration 31Q: 3 clusters Score -1210702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1210707.000000 Penalty: 3032.937500
	Iteration 32Q: 3 clusters Score -1210707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1210709.125000 Penalty: 3032.937500
	Iteration 33Q: 3 clusters Score -1210709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1210714.125000 Penalty: 3032.937500
	Iteration 34Q: 3 clusters Score -1210714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1210716.500000 Penalty: 3032.937500
	Iteration 35Q: 3 clusters Score -1210716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1210721.375000 Penalty: 3032.937500
	Iteration 36Q: 3 clusters Score -1210721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1210724.875000 Penalty: 3032.937500
	Iteration 37Q: 3 clusters Score -1210725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1210727.250000 Penalty: 3032.937500
	Iteration 38Q: 3 clusters Score -1210727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1210730.750000 Penalty: 3032.937500
	Iteration 39Q: 3 clusters Score -1210731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1210730.500000 Penalty: 3032.937500
	Iteration 40F: 3 clusters Score -1210730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1210733.875000 Penalty: 3032.937500
	Iteration 41Q: 3 clusters Score -1210734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1210732.625000 Penalty: 3032.937500
	Iteration 42Q: 3 clusters Score -1210733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1210732.625000 Penalty: 3032.937500
	Iteration 43F: 3 clusters Score -1210733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8172 members 
Mstep: Class 3 contains 4263 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 17870 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11907 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 67172 members 
Mstep: Class 15 contains 26820 members 
Mstep: Class 16 contains 7194 members 
Mstep: Class 18 contains 12167 members 
Mstep: Class 19 contains 176779 members 
Mstep: Class 20 contains 11295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699824.000000 Penalty: 39716.023438
Iteration 79Q: 20 clusters Score -4.169982e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8182 members 
Mstep: Class 3 contains 4261 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 1915 members 
Mstep: Class 7 contains 18250 members 
Mstep: Class 8 contains 4635 members 
Mstep: Class 9 contains 17846 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11910 members 
Mstep: Class 12 contains 3852 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 67280 members 
Mstep: Class 15 contains 26822 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 18 contains 12167 members 
Mstep: Class 19 contains 176739 members 
Mstep: Class 20 contains 11310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700240.000000 Penalty: 39716.023438
Iteration 80F: 20 clusters Score -4.170024e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8193 members 
Mstep: Class 3 contains 4266 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 1923 members 
Mstep: Class 7 contains 18245 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 17820 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11898 members 
Mstep: Class 12 contains 3963 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 67278 members 
Mstep: Class 15 contains 26822 members 
Mstep: Class 16 contains 7296 members 
Mstep: Class 18 contains 12147 members 
Mstep: Class 19 contains 176676 members 
Mstep: Class 20 contains 11329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700356.000000 Penalty: 39716.023438
Iteration 81Q: 20 clusters Score -4.170036e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8204 members 
Mstep: Class 3 contains 4267 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 18249 members 
Mstep: Class 8 contains 4549 members 
Mstep: Class 9 contains 17798 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11892 members 
Mstep: Class 12 contains 4002 members 
Mstep: Class 13 contains 4400 members 
Mstep: Class 14 contains 67272 members 
Mstep: Class 15 contains 26830 members 
Mstep: Class 16 contains 7351 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176639 members 
Mstep: Class 20 contains 11339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700400.000000 Penalty: 39716.023438
Iteration 82Q: 20 clusters Score -4.17004e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8212 members 
Mstep: Class 3 contains 4270 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 18244 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 17781 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11887 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 67229 members 
Mstep: Class 15 contains 26835 members 
Mstep: Class 16 contains 7412 members 
Mstep: Class 18 contains 12136 members 
Mstep: Class 19 contains 176616 members 
Mstep: Class 20 contains 11352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700532.000000 Penalty: 39716.023438
Iteration 83Q: 20 clusters Score -4.170053e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8217 members 
Mstep: Class 3 contains 4271 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 1932 members 
Mstep: Class 7 contains 18244 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 17767 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4044 members 
Mstep: Class 13 contains 4390 members 
Mstep: Class 14 contains 67187 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 18 contains 12135 members 
Mstep: Class 19 contains 176604 members 
Mstep: Class 20 contains 11368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700508.000000 Penalty: 39716.023438
Iteration 84Q: 20 clusters Score -4.170051e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8226 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 18247 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 17756 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 4047 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 67139 members 
Mstep: Class 15 contains 26848 members 
Mstep: Class 16 contains 7493 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176594 members 
Mstep: Class 20 contains 11372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700648.000000 Penalty: 39716.023438
Iteration 85Q: 20 clusters Score -4.170065e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8238 members 
Mstep: Class 3 contains 4279 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 1937 members 
Mstep: Class 7 contains 18248 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11876 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 4382 members 
Mstep: Class 14 contains 67084 members 
Mstep: Class 15 contains 26848 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176590 members 
Mstep: Class 20 contains 11387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700656.000000 Penalty: 39716.023438
Iteration 86Q: 20 clusters Score -4.170066e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8248 members 
Mstep: Class 3 contains 4281 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 18245 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 17742 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 14 contains 67050 members 
Mstep: Class 15 contains 26851 members 
Mstep: Class 16 contains 7579 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 176591 members 
Mstep: Class 20 contains 11397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700608.000000 Penalty: 39716.023438
Iteration 87Q: 20 clusters Score -4.170061e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 4280 members 
Mstep: Class 4 contains 3557 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 18250 members 
Mstep: Class 8 contains 4482 members 
Mstep: Class 9 contains 17733 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11870 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 67019 members 
Mstep: Class 15 contains 26848 members 
Mstep: Class 16 contains 7606 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 176589 members 
Mstep: Class 20 contains 11411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700660.000000 Penalty: 39716.023438
Iteration 88Q: 20 clusters Score -4.170066e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8270 members 
Mstep: Class 3 contains 4279 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 18252 members 
Mstep: Class 8 contains 4463 members 
Mstep: Class 9 contains 17720 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 4035 members 
Mstep: Class 13 contains 4373 members 
Mstep: Class 14 contains 66991 members 
Mstep: Class 15 contains 26845 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 176594 members 
Mstep: Class 20 contains 11422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700680.000000 Penalty: 39716.023438
Iteration 89Q: 20 clusters Score -4.170068e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8278 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 18250 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 17710 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11870 members 
Mstep: Class 12 contains 4036 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 66954 members 
Mstep: Class 15 contains 26846 members 
Mstep: Class 16 contains 7690 members 
Mstep: Class 18 contains 12141 members 
Mstep: Class 19 contains 176599 members 
Mstep: Class 20 contains 11430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700712.000000 Penalty: 39716.023438
Iteration 90Q: 20 clusters Score -4.170071e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8281 members 
Mstep: Class 3 contains 4283 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 18247 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 17701 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 4036 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 66917 members 
Mstep: Class 15 contains 26848 members 
Mstep: Class 16 contains 7730 members 
Mstep: Class 18 contains 12141 members 
Mstep: Class 19 contains 176609 members 
Mstep: Class 20 contains 11435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700668.000000 Penalty: 39716.023438
Iteration 91Q: 20 clusters Score -4.170067e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8285 members 
Mstep: Class 3 contains 4284 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 18246 members 
Mstep: Class 8 contains 4423 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4036 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66899 members 
Mstep: Class 15 contains 26850 members 
Mstep: Class 16 contains 7760 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176618 members 
Mstep: Class 20 contains 11440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700656.000000 Penalty: 39716.023438
Iteration 92Q: 20 clusters Score -4.170066e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8286 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 18244 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 17681 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66886 members 
Mstep: Class 15 contains 26854 members 
Mstep: Class 16 contains 7800 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 176601 members 
Mstep: Class 20 contains 11453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700740.000000 Penalty: 39716.023438
Iteration 93Q: 20 clusters Score -4.170074e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 3 contains 4280 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18242 members 
Mstep: Class 8 contains 4386 members 
Mstep: Class 9 contains 17671 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11859 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 66874 members 
Mstep: Class 15 contains 26858 members 
Mstep: Class 16 contains 7842 members 
Mstep: Class 18 contains 12135 members 
Mstep: Class 19 contains 176591 members 
Mstep: Class 20 contains 11463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700728.000000 Penalty: 39716.023438
Iteration 94Q: 20 clusters Score -4.170073e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 3 contains 4279 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 4711 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18244 members 
Mstep: Class 8 contains 4366 members 
Mstep: Class 9 contains 17658 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 66864 members 
Mstep: Class 15 contains 26861 members 
Mstep: Class 16 contains 7881 members 
Mstep: Class 18 contains 12133 members 
Mstep: Class 19 contains 176582 members 
Mstep: Class 20 contains 11474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700760.000000 Penalty: 39716.023438
Iteration 95Q: 20 clusters Score -4.170076e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 4717 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18242 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 17656 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11861 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 66859 members 
Mstep: Class 15 contains 26869 members 
Mstep: Class 16 contains 7906 members 
Mstep: Class 18 contains 12129 members 
Mstep: Class 19 contains 176563 members 
Mstep: Class 20 contains 11480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700844.000000 Penalty: 39716.023438
Iteration 96Q: 20 clusters Score -4.170084e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8296 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 4720 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 18243 members 
Mstep: Class 8 contains 4328 members 
Mstep: Class 9 contains 17651 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11863 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 66849 members 
Mstep: Class 15 contains 26867 members 
Mstep: Class 16 contains 7926 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 176562 members 
Mstep: Class 20 contains 11489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700892.000000 Penalty: 39716.023438
Iteration 97Q: 20 clusters Score -4.170089e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8298 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 18242 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 17644 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 4041 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 66841 members 
Mstep: Class 15 contains 26870 members 
Mstep: Class 16 contains 7951 members 
Mstep: Class 18 contains 12133 members 
Mstep: Class 19 contains 176559 members 
Mstep: Class 20 contains 11497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700876.000000 Penalty: 39716.023438
Iteration 98Q: 20 clusters Score -4.170088e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8301 members 
Mstep: Class 3 contains 4279 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 17642 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11860 members 
Mstep: Class 12 contains 4044 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 66822 members 
Mstep: Class 15 contains 26871 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 18 contains 12133 members 
Mstep: Class 19 contains 176564 members 
Mstep: Class 20 contains 11505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700936.000000 Penalty: 39716.023438
Iteration 99Q: 20 clusters Score -4.170094e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 18241 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 17638 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 66800 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 7981 members 
Mstep: Class 18 contains 12135 members 
Mstep: Class 19 contains 176567 members 
Mstep: Class 20 contains 11515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700940.000000 Penalty: 39716.023438
Iteration 100F: 20 clusters Score -4.170094e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8310 members 
Mstep: Class 3 contains 4279 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 18242 members 
Mstep: Class 8 contains 4249 members 
Mstep: Class 9 contains 17634 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 66789 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 8000 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176557 members 
Mstep: Class 20 contains 11530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700904.000000 Penalty: 39716.023438
Iteration 101Q: 20 clusters Score -4.17009e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8311 members 
Mstep: Class 3 contains 4280 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 18243 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 17632 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4043 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 66774 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 8010 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176562 members 
Mstep: Class 20 contains 11537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700916.000000 Penalty: 39716.023438
Iteration 102Q: 20 clusters Score -4.170092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 4282 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 18245 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 17632 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11865 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 16 contains 8020 members 
Mstep: Class 18 contains 12135 members 
Mstep: Class 19 contains 176565 members 
Mstep: Class 20 contains 11544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700936.000000 Penalty: 39716.023438
Iteration 103Q: 20 clusters Score -4.170094e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8312 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 3567 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 18242 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 17634 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 66744 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 18 contains 12136 members 
Mstep: Class 19 contains 176565 members 
Mstep: Class 20 contains 11553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700856.000000 Penalty: 39716.023438
Iteration 104Q: 20 clusters Score -4.170086e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 4721 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 17634 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11865 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 66733 members 
Mstep: Class 15 contains 26893 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176560 members 
Mstep: Class 20 contains 11561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700856.000000 Penalty: 39716.023438
Iteration 105Q: 20 clusters Score -4.170086e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4721 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 17632 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4043 members 
Mstep: Class 13 contains 4360 members 
Mstep: Class 14 contains 66724 members 
Mstep: Class 15 contains 26896 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 176555 members 
Mstep: Class 20 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700840.000000 Penalty: 39716.023438
Iteration 106Q: 20 clusters Score -4.170084e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8312 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4190 members 
Mstep: Class 9 contains 17632 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 66715 members 
Mstep: Class 15 contains 26900 members 
Mstep: Class 16 contains 8046 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176558 members 
Mstep: Class 20 contains 11573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700884.000000 Penalty: 39716.023438
Iteration 107Q: 20 clusters Score -4.170088e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4180 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4047 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 66714 members 
Mstep: Class 15 contains 26907 members 
Mstep: Class 16 contains 8048 members 
Mstep: Class 18 contains 12136 members 
Mstep: Class 19 contains 176552 members 
Mstep: Class 20 contains 11577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700916.000000 Penalty: 39716.023438
Iteration 108Q: 20 clusters Score -4.170092e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8316 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4734 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 66707 members 
Mstep: Class 15 contains 26907 members 
Mstep: Class 16 contains 8052 members 
Mstep: Class 18 contains 12136 members 
Mstep: Class 19 contains 176559 members 
Mstep: Class 20 contains 11580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700920.000000 Penalty: 39716.023438
Iteration 109Q: 20 clusters Score -4.170092e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4049 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 66701 members 
Mstep: Class 15 contains 26907 members 
Mstep: Class 16 contains 8064 members 
Mstep: Class 18 contains 12136 members 
Mstep: Class 19 contains 176557 members 
Mstep: Class 20 contains 11578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700884.000000 Penalty: 39716.023438
Iteration 110Q: 20 clusters Score -4.170088e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4051 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 66697 members 
Mstep: Class 15 contains 26906 members 
Mstep: Class 16 contains 8067 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176552 members 
Mstep: Class 20 contains 11579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700892.000000 Penalty: 39716.023438
Iteration 111Q: 20 clusters Score -4.170089e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8329 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4051 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 66693 members 
Mstep: Class 15 contains 26908 members 
Mstep: Class 16 contains 8070 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176543 members 
Mstep: Class 20 contains 11585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700884.000000 Penalty: 39716.023438
Iteration 112Q: 20 clusters Score -4.170088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 66692 members 
Mstep: Class 15 contains 26905 members 
Mstep: Class 16 contains 8071 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176537 members 
Mstep: Class 20 contains 11592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700928.000000 Penalty: 39716.023438
Iteration 113Q: 20 clusters Score -4.170093e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 18240 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 66690 members 
Mstep: Class 15 contains 26902 members 
Mstep: Class 16 contains 8074 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176531 members 
Mstep: Class 20 contains 11601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700952.000000 Penalty: 39716.023438
Iteration 114Q: 20 clusters Score -4.170095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8333 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 66687 members 
Mstep: Class 15 contains 26902 members 
Mstep: Class 16 contains 8078 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176533 members 
Mstep: Class 20 contains 11606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700944.000000 Penalty: 39716.023438
Iteration 115Q: 20 clusters Score -4.170094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8334 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 18240 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4047 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 66684 members 
Mstep: Class 15 contains 26902 members 
Mstep: Class 16 contains 8078 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176533 members 
Mstep: Class 20 contains 11607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700888.000000 Penalty: 39716.023438
Iteration 116Q: 20 clusters Score -4.170089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8335 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18240 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 17630 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66681 members 
Mstep: Class 15 contains 26902 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176523 members 
Mstep: Class 20 contains 11614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700876.000000 Penalty: 39716.023438
Iteration 117Q: 20 clusters Score -4.170088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18240 members 
Mstep: Class 8 contains 4122 members 
Mstep: Class 9 contains 17630 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66679 members 
Mstep: Class 15 contains 26903 members 
Mstep: Class 16 contains 8080 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176516 members 
Mstep: Class 20 contains 11621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700908.000000 Penalty: 39716.023438
Iteration 118Q: 20 clusters Score -4.170091e+07 nChanged 20
Entering ConstructFrom: 
Score: -41700908.000000 Penalty: 39716.023438
Entering ConstructFrom: 
Trying to split cluster 1 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -44441.593750 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -44441.59 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 250 members 
Entering Unmasked Estep 
Score: -43433.988281 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -43433.99 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43706.210938 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -43706.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43888.226562 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -43888.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -44000.714844 Penalty: 2021.691772
	Iteration 3F: 3 clusters Score -44000.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -44107.031250 Penalty: 2021.691772
	Iteration 4F: 3 clusters Score -44107.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -44240.859375 Penalty: 2021.691772
	Iteration 5F: 3 clusters Score -44240.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44424.003906 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -44424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44504.175781 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -44504.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44525.125000 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -44525.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44533.507812 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -44533.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44546.261719 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -44546.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44556.179688 Penalty: 2021.691772
	Iteration 11Q: 3 clusters Score -44556.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44556.179688 Penalty: 2021.691772
	Iteration 12F: 3 clusters Score -44556.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66679 members 
Mstep: Class 15 contains 26904 members 
Mstep: Class 16 contains 8080 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176510 members 
Mstep: Class 20 contains 11628 members 
Entering Unmasked Estep 
Score: -41699956.000000 Penalty: 41806.339844
Splitting cluster 1 changes total score from -41700908.000000 to -41699956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Entering Unmasked Estep 
Score: -902438.437500 Penalty: 1467.104980
	Iteration 0F: 2 clusters Score -902438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -896294.562500 Penalty: 2934.209961
	Iteration 0F: 3 clusters Score -896294.6 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -898427.562500 Penalty: 2934.209961
	Iteration 1F: 3 clusters Score -898427.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -899134.312500 Penalty: 2934.209961
	Iteration 2F: 3 clusters Score -899134.3 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -899818.875000 Penalty: 2934.209961
	Iteration 3F: 3 clusters Score -899818.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -900357.687500 Penalty: 2934.209961
	Iteration 4F: 3 clusters Score -900357.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -900737.625000 Penalty: 2934.209961
	Iteration 5F: 3 clusters Score -900737.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -900983.125000 Penalty: 2934.209961
	Iteration 6F: 3 clusters Score -900983.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -901150.875000 Penalty: 2934.209961
	Iteration 7Q: 3 clusters Score -901150.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -901296.812500 Penalty: 2934.209961
	Iteration 8Q: 3 clusters Score -901296.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -901403.500000 Penalty: 2934.209961
	Iteration 9Q: 3 clusters Score -901403.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -901488.250000 Penalty: 2934.209961
	Iteration 10Q: 3 clusters Score -901488.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -901577.750000 Penalty: 2934.209961
	Iteration 11Q: 3 clusters Score -901577.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -901653.812500 Penalty: 2934.209961
	Iteration 12Q: 3 clusters Score -901653.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -901727.437500 Penalty: 2934.209961
	Iteration 13Q: 3 clusters Score -901727.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -901790.625000 Penalty: 2934.209961
	Iteration 14Q: 3 clusters Score -901790.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -901830.687500 Penalty: 2934.209961
	Iteration 15Q: 3 clusters Score -901830.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -901863.812500 Penalty: 2934.209961
	Iteration 16Q: 3 clusters Score -901863.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -901893.500000 Penalty: 2934.209961
	Iteration 17Q: 3 clusters Score -901893.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -901927.312500 Penalty: 2934.209961
	Iteration 18Q: 3 clusters Score -901927.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -901964.375000 Penalty: 2934.209961
	Iteration 19Q: 3 clusters Score -901964.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -901998.875000 Penalty: 2934.209961
	Iteration 20F: 3 clusters Score -901998.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -902029.812500 Penalty: 2934.209961
	Iteration 21Q: 3 clusters Score -902029.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -902049.125000 Penalty: 2934.209961
	Iteration 22Q: 3 clusters Score -902049.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -902060.750000 Penalty: 2934.209961
	Iteration 23Q: 3 clusters Score -902060.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -902066.562500 Penalty: 2934.209961
	Iteration 24Q: 3 clusters Score -902066.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -902067.812500 Penalty: 2934.209961
	Iteration 25Q: 3 clusters Score -902067.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -902070.687500 Penalty: 2934.209961
	Iteration 26Q: 3 clusters Score -902070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -902072.125000 Penalty: 2934.209961
	Iteration 27Q: 3 clusters Score -902072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -902073.750000 Penalty: 2934.209961
	Iteration 28Q: 3 clusters Score -902073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -902074.562500 Penalty: 2934.209961
	Iteration 29Q: 3 clusters Score -902074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -902075.250000 Penalty: 2934.209961
	Iteration 30Q: 3 clusters Score -902075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -902075.625000 Penalty: 2934.209961
	Iteration 31Q: 3 clusters Score -902075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -902075.687500 Penalty: 2934.209961
	Iteration 32Q: 3 clusters Score -902075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -902075.000000 Penalty: 2934.209961
	Iteration 33Q: 3 clusters Score -902075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -902075.000000 Penalty: 2934.209961
	Iteration 34F: 3 clusters Score -902075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -476691.437500 Penalty: 1359.081055
	Iteration 0F: 2 clusters Score -476691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -473131.562500 Penalty: 2718.162109
	Iteration 0F: 3 clusters Score -473131.6 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -474023.625000 Penalty: 2718.162109
	Iteration 1F: 3 clusters Score -474023.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -474206.250000 Penalty: 2718.162109
	Iteration 2F: 3 clusters Score -474206.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -474317.406250 Penalty: 2718.162109
	Iteration 3F: 3 clusters Score -474317.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -474407.000000 Penalty: 2718.162109
	Iteration 4Q: 3 clusters Score -474407 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -474470.031250 Penalty: 2718.162109
	Iteration 5Q: 3 clusters Score -474470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -474516.062500 Penalty: 2718.162109
	Iteration 6Q: 3 clusters Score -474516.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -474554.093750 Penalty: 2718.162109
	Iteration 7Q: 3 clusters Score -474554.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -474596.000000 Penalty: 2718.162109
	Iteration 8Q: 3 clusters Score -474596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -474633.093750 Penalty: 2718.162109
	Iteration 9Q: 3 clusters Score -474633.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -474672.875000 Penalty: 2718.162109
	Iteration 10Q: 3 clusters Score -474672.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -474711.312500 Penalty: 2718.162109
	Iteration 11Q: 3 clusters Score -474711.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -474741.656250 Penalty: 2718.162109
	Iteration 12Q: 3 clusters Score -474741.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -474765.031250 Penalty: 2718.162109
	Iteration 13Q: 3 clusters Score -474765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -474785.593750 Penalty: 2718.162109
	Iteration 14Q: 3 clusters Score -474785.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -474813.000000 Penalty: 2718.162109
	Iteration 15Q: 3 clusters Score -474813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -474841.562500 Penalty: 2718.162109
	Iteration 16Q: 3 clusters Score -474841.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -474876.031250 Penalty: 2718.162109
	Iteration 17Q: 3 clusters Score -474876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -474907.500000 Penalty: 2718.162109
	Iteration 18Q: 3 clusters Score -474907.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -474931.468750 Penalty: 2718.162109
	Iteration 19Q: 3 clusters Score -474931.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -474954.531250 Penalty: 2718.162109
	Iteration 20F: 3 clusters Score -474954.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -474984.000000 Penalty: 2718.162109
	Iteration 21Q: 3 clusters Score -474984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -475015.968750 Penalty: 2718.162109
	Iteration 22Q: 3 clusters Score -475016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -475070.625000 Penalty: 2718.162109
	Iteration 23Q: 3 clusters Score -475070.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -475135.593750 Penalty: 2718.162109
	Iteration 24Q: 3 clusters Score -475135.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -475212.500000 Penalty: 2718.162109
	Iteration 25Q: 3 clusters Score -475212.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -475288.500000 Penalty: 2718.162109
	Iteration 26Q: 3 clusters Score -475288.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -475364.218750 Penalty: 2718.162109
	Iteration 27Q: 3 clusters Score -475364.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -475418.593750 Penalty: 2718.162109
	Iteration 28Q: 3 clusters Score -475418.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -475454.593750 Penalty: 2718.162109
	Iteration 29Q: 3 clusters Score -475454.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -475488.718750 Penalty: 2718.162109
	Iteration 30Q: 3 clusters Score -475488.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -475516.750000 Penalty: 2718.162109
	Iteration 31Q: 3 clusters Score -475516.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -475533.281250 Penalty: 2718.162109
	Iteration 32Q: 3 clusters Score -475533.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -475545.437500 Penalty: 2718.162109
	Iteration 33Q: 3 clusters Score -475545.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -475557.250000 Penalty: 2718.162109
	Iteration 34Q: 3 clusters Score -475557.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -475561.718750 Penalty: 2718.162109
	Iteration 35Q: 3 clusters Score -475561.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -475565.500000 Penalty: 2718.162109
	Iteration 36Q: 3 clusters Score -475565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -475568.406250 Penalty: 2718.162109
	Iteration 37Q: 3 clusters Score -475568.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -475568.968750 Penalty: 2718.162109
	Iteration 38Q: 3 clusters Score -475569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -475572.125000 Penalty: 2718.162109
	Iteration 39Q: 3 clusters Score -475572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -475572.218750 Penalty: 2718.162109
	Iteration 40F: 3 clusters Score -475572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -475572.375000 Penalty: 2718.162109
	Iteration 41Q: 3 clusters Score -475572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -475573.937500 Penalty: 2718.162109
	Iteration 42Q: 3 clusters Score -475573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -475575.156250 Penalty: 2718.162109
	Iteration 43Q: 3 clusters Score -475575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -475577.000000 Penalty: 2718.162109
	Iteration 44Q: 3 clusters Score -475577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -475577.281250 Penalty: 2718.162109
	Iteration 45Q: 3 clusters Score -475577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -475576.843750 Penalty: 2718.162109
	Iteration 46Q: 3 clusters Score -475576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -475576.843750 Penalty: 2718.162109
	Iteration 47F: 3 clusters Score -475576.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Entering Unmasked Estep 
Score: -397111.281250 Penalty: 1329.302124
	Iteration 0F: 2 clusters Score -397111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -393995.812500 Penalty: 2658.604248
	Iteration 0F: 3 clusters Score -393995.8 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -394856.187500 Penalty: 2658.604248
	Iteration 1F: 3 clusters Score -394856.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -395009.187500 Penalty: 2658.604248
	Iteration 2F: 3 clusters Score -395009.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -395101.593750 Penalty: 2658.604248
	Iteration 3Q: 3 clusters Score -395101.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -395166.968750 Penalty: 2658.604248
	Iteration 4Q: 3 clusters Score -395167 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -395236.718750 Penalty: 2658.604248
	Iteration 5Q: 3 clusters Score -395236.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -395321.093750 Penalty: 2658.604248
	Iteration 6Q: 3 clusters Score -395321.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -395396.375000 Penalty: 2658.604248
	Iteration 7Q: 3 clusters Score -395396.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -395470.468750 Penalty: 2658.604248
	Iteration 8Q: 3 clusters Score -395470.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -395570.843750 Penalty: 2658.604248
	Iteration 9Q: 3 clusters Score -395570.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -395674.187500 Penalty: 2658.604248
	Iteration 10Q: 3 clusters Score -395674.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -395780.968750 Penalty: 2658.604248
	Iteration 11Q: 3 clusters Score -395781 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -395876.218750 Penalty: 2658.604248
	Iteration 12Q: 3 clusters Score -395876.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -395947.312500 Penalty: 2658.604248
	Iteration 13Q: 3 clusters Score -395947.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -396007.031250 Penalty: 2658.604248
	Iteration 14Q: 3 clusters Score -396007 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -396047.062500 Penalty: 2658.604248
	Iteration 15Q: 3 clusters Score -396047.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -396086.656250 Penalty: 2658.604248
	Iteration 16Q: 3 clusters Score -396086.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -396115.843750 Penalty: 2658.604248
	Iteration 17Q: 3 clusters Score -396115.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -396142.375000 Penalty: 2658.604248
	Iteration 18Q: 3 clusters Score -396142.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -396162.687500 Penalty: 2658.604248
	Iteration 19Q: 3 clusters Score -396162.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -396175.156250 Penalty: 2658.604248
	Iteration 20F: 3 clusters Score -396175.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -396184.125000 Penalty: 2658.604248
	Iteration 21Q: 3 clusters Score -396184.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -396187.718750 Penalty: 2658.604248
	Iteration 22Q: 3 clusters Score -396187.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -396191.718750 Penalty: 2658.604248
	Iteration 23Q: 3 clusters Score -396191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -396195.500000 Penalty: 2658.604248
	Iteration 24Q: 3 clusters Score -396195.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -396196.593750 Penalty: 2658.604248
	Iteration 25Q: 3 clusters Score -396196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -396197.187500 Penalty: 2658.604248
	Iteration 26Q: 3 clusters Score -396197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -396198.656250 Penalty: 2658.604248
	Iteration 27Q: 3 clusters Score -396198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -396199.281250 Penalty: 2658.604248
	Iteration 28Q: 3 clusters Score -396199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -396199.406250 Penalty: 2658.604248
	Iteration 29Q: 3 clusters Score -396199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -396201.156250 Penalty: 2658.604248
	Iteration 30Q: 3 clusters Score -396201.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -396201.406250 Penalty: 2658.604248
	Iteration 31Q: 3 clusters Score -396201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -396202.281250 Penalty: 2658.604248
	Iteration 32Q: 3 clusters Score -396202.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -396202.468750 Penalty: 2658.604248
	Iteration 33Q: 3 clusters Score -396202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -396203.500000 Penalty: 2658.604248
	Iteration 34Q: 3 clusters Score -396203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -396204.343750 Penalty: 2658.604248
	Iteration 35Q: 3 clusters Score -396204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -396206.906250 Penalty: 2658.604248
	Iteration 36Q: 3 clusters Score -396206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -396208.312500 Penalty: 2658.604248
	Iteration 37Q: 3 clusters Score -396208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -396210.531250 Penalty: 2658.604248
	Iteration 38Q: 3 clusters Score -396210.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -396212.093750 Penalty: 2658.604248
	Iteration 39Q: 3 clusters Score -396212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -396212.968750 Penalty: 2658.604248
	Iteration 40F: 3 clusters Score -396213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -396213.625000 Penalty: 2658.604248
	Iteration 41Q: 3 clusters Score -396213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -396214.750000 Penalty: 2658.604248
	Iteration 42Q: 3 clusters Score -396214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -396215.531250 Penalty: 2658.604248
	Iteration 43Q: 3 clusters Score -396215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -396215.281250 Penalty: 2658.604248
	Iteration 44Q: 3 clusters Score -396215.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -396215.281250 Penalty: 2658.604248
	Iteration 45F: 3 clusters Score -396215.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Entering Unmasked Estep 
Score: -481824.375000 Penalty: 1375.913818
	Iteration 0F: 2 clusters Score -481824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -477955.718750 Penalty: 2751.827637
	Iteration 0F: 3 clusters Score -477955.7 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -479133.875000 Penalty: 2751.827637
	Iteration 1F: 3 clusters Score -479133.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -479399.000000 Penalty: 2751.827637
	Iteration 2F: 3 clusters Score -479399 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -479600.843750 Penalty: 2751.827637
	Iteration 3F: 3 clusters Score -479600.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -479749.187500 Penalty: 2751.827637
	Iteration 4Q: 3 clusters Score -479749.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -479901.406250 Penalty: 2751.827637
	Iteration 5Q: 3 clusters Score -479901.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -480064.687500 Penalty: 2751.827637
	Iteration 6Q: 3 clusters Score -480064.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -480212.406250 Penalty: 2751.827637
	Iteration 7Q: 3 clusters Score -480212.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -480342.625000 Penalty: 2751.827637
	Iteration 8Q: 3 clusters Score -480342.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -480464.187500 Penalty: 2751.827637
	Iteration 9Q: 3 clusters Score -480464.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -480584.750000 Penalty: 2751.827637
	Iteration 10Q: 3 clusters Score -480584.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -480713.125000 Penalty: 2751.827637
	Iteration 11Q: 3 clusters Score -480713.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -480840.375000 Penalty: 2751.827637
	Iteration 12Q: 3 clusters Score -480840.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -480928.437500 Penalty: 2751.827637
	Iteration 13Q: 3 clusters Score -480928.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -480993.593750 Penalty: 2751.827637
	Iteration 14Q: 3 clusters Score -480993.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -481032.281250 Penalty: 2751.827637
	Iteration 15Q: 3 clusters Score -481032.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -481056.687500 Penalty: 2751.827637
	Iteration 16Q: 3 clusters Score -481056.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -481078.125000 Penalty: 2751.827637
	Iteration 17Q: 3 clusters Score -481078.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -481093.187500 Penalty: 2751.827637
	Iteration 18Q: 3 clusters Score -481093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -481096.937500 Penalty: 2751.827637
	Iteration 19Q: 3 clusters Score -481096.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -481108.531250 Penalty: 2751.827637
	Iteration 20F: 3 clusters Score -481108.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -481117.937500 Penalty: 2751.827637
	Iteration 21Q: 3 clusters Score -481117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -481122.125000 Penalty: 2751.827637
	Iteration 22Q: 3 clusters Score -481122.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -481125.218750 Penalty: 2751.827637
	Iteration 23Q: 3 clusters Score -481125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -481126.656250 Penalty: 2751.827637
	Iteration 24Q: 3 clusters Score -481126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -481126.656250 Penalty: 2751.827637
	Iteration 25F: 3 clusters Score -481126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -198876.390625 Penalty: 1230.782349
	Iteration 0F: 2 clusters Score -198876.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -196817.578125 Penalty: 2461.564697
	Iteration 0F: 3 clusters Score -196817.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -197219.359375 Penalty: 2461.564697
	Iteration 1F: 3 clusters Score -197219.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -197299.906250 Penalty: 2461.564697
	Iteration 2F: 3 clusters Score -197299.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -197346.515625 Penalty: 2461.564697
	Iteration 3Q: 3 clusters Score -197346.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -197381.500000 Penalty: 2461.564697
	Iteration 4Q: 3 clusters Score -197381.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -197402.796875 Penalty: 2461.564697
	Iteration 5Q: 3 clusters Score -197402.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -197421.062500 Penalty: 2461.564697
	Iteration 6Q: 3 clusters Score -197421.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -197438.593750 Penalty: 2461.564697
	Iteration 7Q: 3 clusters Score -197438.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -197450.234375 Penalty: 2461.564697
	Iteration 8Q: 3 clusters Score -197450.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -197464.546875 Penalty: 2461.564697
	Iteration 9Q: 3 clusters Score -197464.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -197475.140625 Penalty: 2461.564697
	Iteration 10Q: 3 clusters Score -197475.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -197486.031250 Penalty: 2461.564697
	Iteration 11Q: 3 clusters Score -197486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -197497.015625 Penalty: 2461.564697
	Iteration 12Q: 3 clusters Score -197497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -197507.687500 Penalty: 2461.564697
	Iteration 13Q: 3 clusters Score -197507.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -197521.718750 Penalty: 2461.564697
	Iteration 14Q: 3 clusters Score -197521.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -197533.578125 Penalty: 2461.564697
	Iteration 15Q: 3 clusters Score -197533.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -197539.000000 Penalty: 2461.564697
	Iteration 16Q: 3 clusters Score -197539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -197542.375000 Penalty: 2461.564697
	Iteration 17Q: 3 clusters Score -197542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -197543.609375 Penalty: 2461.564697
	Iteration 18Q: 3 clusters Score -197543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -197545.703125 Penalty: 2461.564697
	Iteration 19Q: 3 clusters Score -197545.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -197548.718750 Penalty: 2461.564697
	Iteration 20F: 3 clusters Score -197548.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -197551.421875 Penalty: 2461.564697
	Iteration 21Q: 3 clusters Score -197551.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -197557.921875 Penalty: 2461.564697
	Iteration 22Q: 3 clusters Score -197557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -197560.562500 Penalty: 2461.564697
	Iteration 23Q: 3 clusters Score -197560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -197564.421875 Penalty: 2461.564697
	Iteration 24Q: 3 clusters Score -197564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -197567.656250 Penalty: 2461.564697
	Iteration 25Q: 3 clusters Score -197567.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -197571.062500 Penalty: 2461.564697
	Iteration 26Q: 3 clusters Score -197571.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -197576.937500 Penalty: 2461.564697
	Iteration 27Q: 3 clusters Score -197576.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -197583.562500 Penalty: 2461.564697
	Iteration 28Q: 3 clusters Score -197583.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -197586.921875 Penalty: 2461.564697
	Iteration 29Q: 3 clusters Score -197586.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -197592.531250 Penalty: 2461.564697
	Iteration 30Q: 3 clusters Score -197592.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -197598.218750 Penalty: 2461.564697
	Iteration 31Q: 3 clusters Score -197598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -197603.781250 Penalty: 2461.564697
	Iteration 32Q: 3 clusters Score -197603.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -197612.500000 Penalty: 2461.564697
	Iteration 33Q: 3 clusters Score -197612.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -197623.093750 Penalty: 2461.564697
	Iteration 34Q: 3 clusters Score -197623.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -197635.359375 Penalty: 2461.564697
	Iteration 35Q: 3 clusters Score -197635.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -197646.687500 Penalty: 2461.564697
	Iteration 36Q: 3 clusters Score -197646.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -197660.156250 Penalty: 2461.564697
	Iteration 37Q: 3 clusters Score -197660.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -197674.875000 Penalty: 2461.564697
	Iteration 38Q: 3 clusters Score -197674.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -197694.531250 Penalty: 2461.564697
	Iteration 39Q: 3 clusters Score -197694.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -197712.953125 Penalty: 2461.564697
	Iteration 40F: 3 clusters Score -197713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -197733.484375 Penalty: 2461.564697
	Iteration 41Q: 3 clusters Score -197733.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -197748.843750 Penalty: 2461.564697
	Iteration 42Q: 3 clusters Score -197748.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -197767.859375 Penalty: 2461.564697
	Iteration 43Q: 3 clusters Score -197767.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -197780.796875 Penalty: 2461.564697
	Iteration 44Q: 3 clusters Score -197780.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -197800.468750 Penalty: 2461.564697
	Iteration 45Q: 3 clusters Score -197800.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -197819.062500 Penalty: 2461.564697
	Iteration 46Q: 3 clusters Score -197819.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -197836.765625 Penalty: 2461.564697
	Iteration 47Q: 3 clusters Score -197836.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -197858.125000 Penalty: 2461.564697
	Iteration 48Q: 3 clusters Score -197858.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -197874.781250 Penalty: 2461.564697
	Iteration 49Q: 3 clusters Score -197874.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -197889.406250 Penalty: 2461.564697
	Iteration 50Q: 3 clusters Score -197889.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -197915.953125 Penalty: 2461.564697
	Iteration 51Q: 3 clusters Score -197916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -197936.953125 Penalty: 2461.564697
	Iteration 52Q: 3 clusters Score -197937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -197952.437500 Penalty: 2461.564697
	Iteration 53Q: 3 clusters Score -197952.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -197965.484375 Penalty: 2461.564697
	Iteration 54Q: 3 clusters Score -197965.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -197986.921875 Penalty: 2461.564697
	Iteration 55Q: 3 clusters Score -197986.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -198013.593750 Penalty: 2461.564697
	Iteration 56Q: 3 clusters Score -198013.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -198056.921875 Penalty: 2461.564697
	Iteration 57Q: 3 clusters Score -198056.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -198111.531250 Penalty: 2461.564697
	Iteration 58Q: 3 clusters Score -198111.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -198169.218750 Penalty: 2461.564697
	Iteration 59Q: 3 clusters Score -198169.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -198217.562500 Penalty: 2461.564697
	Iteration 60F: 3 clusters Score -198217.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -198244.937500 Penalty: 2461.564697
	Iteration 61Q: 3 clusters Score -198244.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -198254.671875 Penalty: 2461.564697
	Iteration 62Q: 3 clusters Score -198254.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -198258.125000 Penalty: 2461.564697
	Iteration 63Q: 3 clusters Score -198258.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -198261.578125 Penalty: 2461.564697
	Iteration 64Q: 3 clusters Score -198261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -198266.828125 Penalty: 2461.564697
	Iteration 65Q: 3 clusters Score -198266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -198271.187500 Penalty: 2461.564697
	Iteration 66Q: 3 clusters Score -198271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -198275.656250 Penalty: 2461.564697
	Iteration 67Q: 3 clusters Score -198275.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -198283.953125 Penalty: 2461.564697
	Iteration 68Q: 3 clusters Score -198284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -198289.765625 Penalty: 2461.564697
	Iteration 69Q: 3 clusters Score -198289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -198291.421875 Penalty: 2461.564697
	Iteration 70Q: 3 clusters Score -198291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -198292.593750 Penalty: 2461.564697
	Iteration 71Q: 3 clusters Score -198292.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -198292.593750 Penalty: 2461.564697
	Iteration 72F: 3 clusters Score -198292.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Entering Unmasked Estep 
Score: -2063182.750000 Penalty: 1594.339111
	Iteration 0F: 2 clusters Score -2063183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2050732.750000 Penalty: 3188.678223
	Iteration 0F: 3 clusters Score -2050733 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2055116.500000 Penalty: 3188.678223
	Iteration 1F: 3 clusters Score -2055116 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2055568.750000 Penalty: 3188.678223
	Iteration 2F: 3 clusters Score -2055569 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2056112.750000 Penalty: 3188.678223
	Iteration 3F: 3 clusters Score -2056113 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2056898.250000 Penalty: 3188.678223
	Iteration 4F: 3 clusters Score -2056898 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2057947.875000 Penalty: 3188.678223
	Iteration 5F: 3 clusters Score -2057948 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2059196.375000 Penalty: 3188.678223
	Iteration 6F: 3 clusters Score -2059196 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2060339.125000 Penalty: 3188.678223
	Iteration 7F: 3 clusters Score -2060339 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2061099.375000 Penalty: 3188.678223
	Iteration 8Q: 3 clusters Score -2061099 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2061455.375000 Penalty: 3188.678223
	Iteration 9Q: 3 clusters Score -2061455 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2061601.625000 Penalty: 3188.678223
	Iteration 10Q: 3 clusters Score -2061602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2061666.125000 Penalty: 3188.678223
	Iteration 11Q: 3 clusters Score -2061666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2061686.625000 Penalty: 3188.678223
	Iteration 12Q: 3 clusters Score -2061687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2061703.625000 Penalty: 3188.678223
	Iteration 13Q: 3 clusters Score -2061704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2061710.250000 Penalty: 3188.678223
	Iteration 14Q: 3 clusters Score -2061710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2061718.125000 Penalty: 3188.678223
	Iteration 15Q: 3 clusters Score -2061718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2061729.500000 Penalty: 3188.678223
	Iteration 16Q: 3 clusters Score -2061730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2061730.750000 Penalty: 3188.678223
	Iteration 17Q: 3 clusters Score -2061731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2061737.125000 Penalty: 3188.678223
	Iteration 18Q: 3 clusters Score -2061737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2061745.250000 Penalty: 3188.678223
	Iteration 19Q: 3 clusters Score -2061745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2061752.750000 Penalty: 3188.678223
	Iteration 20F: 3 clusters Score -2061753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2061753.125000 Penalty: 3188.678223
	Iteration 21Q: 3 clusters Score -2061753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2061753.125000 Penalty: 3188.678223
	Iteration 22F: 3 clusters Score -2061753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -427034.718750 Penalty: 1352.586426
	Iteration 0F: 2 clusters Score -427034.7 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 2032 members 
Entering Unmasked Estep 
Score: -423618.906250 Penalty: 2705.172852
	Iteration 0F: 3 clusters Score -423618.9 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -424737.812500 Penalty: 2705.172852
	Iteration 1F: 3 clusters Score -424737.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -424956.937500 Penalty: 2705.172852
	Iteration 2F: 3 clusters Score -424956.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -425079.750000 Penalty: 2705.172852
	Iteration 3F: 3 clusters Score -425079.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -425161.156250 Penalty: 2705.172852
	Iteration 4Q: 3 clusters Score -425161.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -425240.187500 Penalty: 2705.172852
	Iteration 5Q: 3 clusters Score -425240.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -425309.500000 Penalty: 2705.172852
	Iteration 6Q: 3 clusters Score -425309.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -425386.625000 Penalty: 2705.172852
	Iteration 7Q: 3 clusters Score -425386.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -425481.375000 Penalty: 2705.172852
	Iteration 8Q: 3 clusters Score -425481.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -425596.625000 Penalty: 2705.172852
	Iteration 9Q: 3 clusters Score -425596.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -425730.468750 Penalty: 2705.172852
	Iteration 10Q: 3 clusters Score -425730.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -425900.625000 Penalty: 2705.172852
	Iteration 11Q: 3 clusters Score -425900.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -426036.343750 Penalty: 2705.172852
	Iteration 12Q: 3 clusters Score -426036.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -426141.093750 Penalty: 2705.172852
	Iteration 13Q: 3 clusters Score -426141.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -426232.781250 Penalty: 2705.172852
	Iteration 14Q: 3 clusters Score -426232.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -426297.968750 Penalty: 2705.172852
	Iteration 15Q: 3 clusters Score -426298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -426348.781250 Penalty: 2705.172852
	Iteration 16Q: 3 clusters Score -426348.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -426389.250000 Penalty: 2705.172852
	Iteration 17Q: 3 clusters Score -426389.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -426422.406250 Penalty: 2705.172852
	Iteration 18Q: 3 clusters Score -426422.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -426451.875000 Penalty: 2705.172852
	Iteration 19Q: 3 clusters Score -426451.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -426471.093750 Penalty: 2705.172852
	Iteration 20F: 3 clusters Score -426471.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -426490.250000 Penalty: 2705.172852
	Iteration 21Q: 3 clusters Score -426490.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -426509.000000 Penalty: 2705.172852
	Iteration 22Q: 3 clusters Score -426509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -426529.531250 Penalty: 2705.172852
	Iteration 23Q: 3 clusters Score -426529.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -426552.687500 Penalty: 2705.172852
	Iteration 24Q: 3 clusters Score -426552.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -426581.187500 Penalty: 2705.172852
	Iteration 25Q: 3 clusters Score -426581.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -426613.062500 Penalty: 2705.172852
	Iteration 26Q: 3 clusters Score -426613.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -426645.406250 Penalty: 2705.172852
	Iteration 27Q: 3 clusters Score -426645.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -426687.687500 Penalty: 2705.172852
	Iteration 28Q: 3 clusters Score -426687.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -426727.062500 Penalty: 2705.172852
	Iteration 29Q: 3 clusters Score -426727.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -426760.937500 Penalty: 2705.172852
	Iteration 30Q: 3 clusters Score -426760.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -426780.468750 Penalty: 2705.172852
	Iteration 31Q: 3 clusters Score -426780.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -426793.781250 Penalty: 2705.172852
	Iteration 32Q: 3 clusters Score -426793.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -426807.000000 Penalty: 2705.172852
	Iteration 33Q: 3 clusters Score -426807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -426815.031250 Penalty: 2705.172852
	Iteration 34Q: 3 clusters Score -426815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -426822.375000 Penalty: 2705.172852
	Iteration 35Q: 3 clusters Score -426822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -426827.656250 Penalty: 2705.172852
	Iteration 36Q: 3 clusters Score -426827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -426836.656250 Penalty: 2705.172852
	Iteration 37Q: 3 clusters Score -426836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -426845.968750 Penalty: 2705.172852
	Iteration 38Q: 3 clusters Score -426846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -426864.281250 Penalty: 2705.172852
	Iteration 39Q: 3 clusters Score -426864.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -426889.750000 Penalty: 2705.172852
	Iteration 40F: 3 clusters Score -426889.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -426908.812500 Penalty: 2705.172852
	Iteration 41Q: 3 clusters Score -426908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -426913.875000 Penalty: 2705.172852
	Iteration 42Q: 3 clusters Score -426913.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -426915.187500 Penalty: 2705.172852
	Iteration 43Q: 3 clusters Score -426915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -426918.343750 Penalty: 2705.172852
	Iteration 44Q: 3 clusters Score -426918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -426921.593750 Penalty: 2705.172852
	Iteration 45Q: 3 clusters Score -426921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -426924.531250 Penalty: 2705.172852
	Iteration 46Q: 3 clusters Score -426924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -426926.250000 Penalty: 2705.172852
	Iteration 47Q: 3 clusters Score -426926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -426926.250000 Penalty: 2705.172852
	Iteration 48F: 3 clusters Score -426926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Entering Unmasked Estep 
Score: -1998291.750000 Penalty: 1588.811401
	Iteration 0F: 2 clusters Score -1998292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1986132.000000 Penalty: 3177.622803
	Iteration 0F: 3 clusters Score -1986132 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1990354.875000 Penalty: 3177.622803
	Iteration 1F: 3 clusters Score -1990355 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1990652.750000 Penalty: 3177.622803
	Iteration 2Q: 3 clusters Score -1990653 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1990909.000000 Penalty: 3177.622803
	Iteration 3Q: 3 clusters Score -1990909 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1991194.000000 Penalty: 3177.622803
	Iteration 4Q: 3 clusters Score -1991194 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1991483.875000 Penalty: 3177.622803
	Iteration 5Q: 3 clusters Score -1991484 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1991771.125000 Penalty: 3177.622803
	Iteration 6Q: 3 clusters Score -1991771 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1992070.375000 Penalty: 3177.622803
	Iteration 7Q: 3 clusters Score -1992070 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1992436.250000 Penalty: 3177.622803
	Iteration 8Q: 3 clusters Score -1992436 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1992905.625000 Penalty: 3177.622803
	Iteration 9Q: 3 clusters Score -1992906 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1993435.500000 Penalty: 3177.622803
	Iteration 10Q: 3 clusters Score -1993436 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1993937.125000 Penalty: 3177.622803
	Iteration 11Q: 3 clusters Score -1993937 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1994378.250000 Penalty: 3177.622803
	Iteration 12Q: 3 clusters Score -1994378 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1994655.500000 Penalty: 3177.622803
	Iteration 13Q: 3 clusters Score -1994656 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1994795.000000 Penalty: 3177.622803
	Iteration 14Q: 3 clusters Score -1994795 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1994874.250000 Penalty: 3177.622803
	Iteration 15Q: 3 clusters Score -1994874 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1994918.750000 Penalty: 3177.622803
	Iteration 16Q: 3 clusters Score -1994919 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1994956.750000 Penalty: 3177.622803
	Iteration 17Q: 3 clusters Score -1994957 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1994985.875000 Penalty: 3177.622803
	Iteration 18Q: 3 clusters Score -1994986 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1995006.625000 Penalty: 3177.622803
	Iteration 19Q: 3 clusters Score -1995007 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1995017.375000 Penalty: 3177.622803
	Iteration 20F: 3 clusters Score -1995017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1995022.000000 Penalty: 3177.622803
	Iteration 21Q: 3 clusters Score -1995022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1995035.875000 Penalty: 3177.622803
	Iteration 22Q: 3 clusters Score -1995036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1995035.125000 Penalty: 3177.622803
	Iteration 23Q: 3 clusters Score -1995035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1995053.375000 Penalty: 3177.622803
	Iteration 24Q: 3 clusters Score -1995053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1995054.375000 Penalty: 3177.622803
	Iteration 25Q: 3 clusters Score -1995054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1995055.750000 Penalty: 3177.622803
	Iteration 26Q: 3 clusters Score -1995056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1995059.375000 Penalty: 3177.622803
	Iteration 27Q: 3 clusters Score -1995059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1995065.250000 Penalty: 3177.622803
	Iteration 28Q: 3 clusters Score -1995065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1995065.500000 Penalty: 3177.622803
	Iteration 29Q: 3 clusters Score -1995066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1995069.250000 Penalty: 3177.622803
	Iteration 30Q: 3 clusters Score -1995069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1995076.875000 Penalty: 3177.622803
	Iteration 31Q: 3 clusters Score -1995077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1995077.000000 Penalty: 3177.622803
	Iteration 32Q: 3 clusters Score -1995077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1995088.375000 Penalty: 3177.622803
	Iteration 33Q: 3 clusters Score -1995088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1995090.375000 Penalty: 3177.622803
	Iteration 34Q: 3 clusters Score -1995090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1995093.625000 Penalty: 3177.622803
	Iteration 35Q: 3 clusters Score -1995094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1995091.750000 Penalty: 3177.622803
	Iteration 36Q: 3 clusters Score -1995092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1995094.000000 Penalty: 3177.622803
	Iteration 37Q: 3 clusters Score -1995094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1995091.625000 Penalty: 3177.622803
	Iteration 38Q: 3 clusters Score -1995092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1995099.875000 Penalty: 3177.622803
	Iteration 39Q: 3 clusters Score -1995100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1995102.375000 Penalty: 3177.622803
	Iteration 40F: 3 clusters Score -1995102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1995102.875000 Penalty: 3177.622803
	Iteration 41Q: 3 clusters Score -1995103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1995101.250000 Penalty: 3177.622803
	Iteration 42Q: 3 clusters Score -1995101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1995098.875000 Penalty: 3177.622803
	Iteration 43Q: 3 clusters Score -1995099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1995097.625000 Penalty: 3177.622803
	Iteration 44Q: 3 clusters Score -1995098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1995099.375000 Penalty: 3177.622803
	Iteration 45Q: 3 clusters Score -1995099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1995099.500000 Penalty: 3177.622803
	Iteration 46Q: 3 clusters Score -1995100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1995099.875000 Penalty: 3177.622803
	Iteration 47Q: 3 clusters Score -1995100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1995099.125000 Penalty: 3177.622803
	Iteration 48Q: 3 clusters Score -1995099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1995099.500000 Penalty: 3177.622803
	Iteration 49Q: 3 clusters Score -1995100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1995102.500000 Penalty: 3177.622803
	Iteration 50Q: 3 clusters Score -1995102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1995102.500000 Penalty: 3177.622803
	Iteration 51Q: 3 clusters Score -1995102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1995103.875000 Penalty: 3177.622803
	Iteration 52Q: 3 clusters Score -1995104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1995103.250000 Penalty: 3177.622803
	Iteration 53Q: 3 clusters Score -1995103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1995103.750000 Penalty: 3177.622803
	Iteration 54Q: 3 clusters Score -1995104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1995102.000000 Penalty: 3177.622803
	Iteration 55Q: 3 clusters Score -1995102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1995101.375000 Penalty: 3177.622803
	Iteration 56Q: 3 clusters Score -1995101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1995100.500000 Penalty: 3177.622803
	Iteration 57Q: 3 clusters Score -1995100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1995103.250000 Penalty: 3177.622803
	Iteration 58Q: 3 clusters Score -1995103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1995101.500000 Penalty: 3177.622803
	Iteration 59Q: 3 clusters Score -1995102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1995103.375000 Penalty: 3177.622803
	Iteration 60F: 3 clusters Score -1995103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1995103.750000 Penalty: 3177.622803
	Iteration 61Q: 3 clusters Score -1995104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1995106.125000 Penalty: 3177.622803
	Iteration 62Q: 3 clusters Score -1995106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1995103.250000 Penalty: 3177.622803
	Iteration 63Q: 3 clusters Score -1995103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1995103.750000 Penalty: 3177.622803
	Iteration 64Q: 3 clusters Score -1995104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1995105.875000 Penalty: 3177.622803
	Iteration 65Q: 3 clusters Score -1995106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1995105.875000 Penalty: 3177.622803
	Iteration 66F: 3 clusters Score -1995106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -35790.375000 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -35790.38 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 176 members 
Entering Unmasked Estep 
Score: -34819.921875 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -34819.92 nChanged 75
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: -34959.902344 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -34959.9 nChanged 16
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: -34995.402344 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -34995.4 nChanged 8
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: -35009.925781 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -35009.93 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: -35013.660156 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -35013.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35015.863281 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -35015.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35015.863281 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -35015.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Entering Unmasked Estep 
Score: -1335738.250000 Penalty: 1524.496460
	Iteration 0F: 2 clusters Score -1335738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1327356.750000 Penalty: 3048.992920
	Iteration 0F: 3 clusters Score -1327357 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1330127.000000 Penalty: 3048.992920
	Iteration 1F: 3 clusters Score -1330127 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1330536.125000 Penalty: 3048.992920
	Iteration 2F: 3 clusters Score -1330536 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1330905.625000 Penalty: 3048.992920
	Iteration 3F: 3 clusters Score -1330906 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1331240.875000 Penalty: 3048.992920
	Iteration 4F: 3 clusters Score -1331241 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1331595.875000 Penalty: 3048.992920
	Iteration 5F: 3 clusters Score -1331596 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1331966.875000 Penalty: 3048.992920
	Iteration 6F: 3 clusters Score -1331967 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1332307.500000 Penalty: 3048.992920
	Iteration 7F: 3 clusters Score -1332308 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1332599.125000 Penalty: 3048.992920
	Iteration 8Q: 3 clusters Score -1332599 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1332919.875000 Penalty: 3048.992920
	Iteration 9Q: 3 clusters Score -1332920 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1333216.250000 Penalty: 3048.992920
	Iteration 10Q: 3 clusters Score -1333216 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1333479.500000 Penalty: 3048.992920
	Iteration 11Q: 3 clusters Score -1333480 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1333720.750000 Penalty: 3048.992920
	Iteration 12Q: 3 clusters Score -1333721 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1333898.250000 Penalty: 3048.992920
	Iteration 13Q: 3 clusters Score -1333898 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1334022.125000 Penalty: 3048.992920
	Iteration 14Q: 3 clusters Score -1334022 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1334093.500000 Penalty: 3048.992920
	Iteration 15Q: 3 clusters Score -1334094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1334151.750000 Penalty: 3048.992920
	Iteration 16Q: 3 clusters Score -1334152 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1334200.500000 Penalty: 3048.992920
	Iteration 17Q: 3 clusters Score -1334200 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1334232.625000 Penalty: 3048.992920
	Iteration 18Q: 3 clusters Score -1334233 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1334261.375000 Penalty: 3048.992920
	Iteration 19Q: 3 clusters Score -1334261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1334284.250000 Penalty: 3048.992920
	Iteration 20F: 3 clusters Score -1334284 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1334309.750000 Penalty: 3048.992920
	Iteration 21Q: 3 clusters Score -1334310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1334324.375000 Penalty: 3048.992920
	Iteration 22Q: 3 clusters Score -1334324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1334336.125000 Penalty: 3048.992920
	Iteration 23Q: 3 clusters Score -1334336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1334345.875000 Penalty: 3048.992920
	Iteration 24Q: 3 clusters Score -1334346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1334357.125000 Penalty: 3048.992920
	Iteration 25Q: 3 clusters Score -1334357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1334367.625000 Penalty: 3048.992920
	Iteration 26Q: 3 clusters Score -1334368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1334381.500000 Penalty: 3048.992920
	Iteration 27Q: 3 clusters Score -1334382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1334391.750000 Penalty: 3048.992920
	Iteration 28Q: 3 clusters Score -1334392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1334399.750000 Penalty: 3048.992920
	Iteration 29Q: 3 clusters Score -1334400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1334406.875000 Penalty: 3048.992920
	Iteration 30Q: 3 clusters Score -1334407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1334409.750000 Penalty: 3048.992920
	Iteration 31Q: 3 clusters Score -1334410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1334419.750000 Penalty: 3048.992920
	Iteration 32Q: 3 clusters Score -1334420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1334420.000000 Penalty: 3048.992920
	Iteration 33Q: 3 clusters Score -1334420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1334424.125000 Penalty: 3048.992920
	Iteration 34Q: 3 clusters Score -1334424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1334430.750000 Penalty: 3048.992920
	Iteration 35Q: 3 clusters Score -1334431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1334432.750000 Penalty: 3048.992920
	Iteration 36Q: 3 clusters Score -1334433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1334437.500000 Penalty: 3048.992920
	Iteration 37Q: 3 clusters Score -1334438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1334446.250000 Penalty: 3048.992920
	Iteration 38Q: 3 clusters Score -1334446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1334445.500000 Penalty: 3048.992920
	Iteration 39Q: 3 clusters Score -1334446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1334449.875000 Penalty: 3048.992920
	Iteration 40F: 3 clusters Score -1334450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1334456.500000 Penalty: 3048.992920
	Iteration 41Q: 3 clusters Score -1334456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1334460.875000 Penalty: 3048.992920
	Iteration 42Q: 3 clusters Score -1334461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1334465.375000 Penalty: 3048.992920
	Iteration 43Q: 3 clusters Score -1334465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1334470.625000 Penalty: 3048.992920
	Iteration 44Q: 3 clusters Score -1334471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1334478.500000 Penalty: 3048.992920
	Iteration 45Q: 3 clusters Score -1334478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1334481.250000 Penalty: 3048.992920
	Iteration 46Q: 3 clusters Score -1334481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1334489.750000 Penalty: 3048.992920
	Iteration 47Q: 3 clusters Score -1334490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1334499.750000 Penalty: 3048.992920
	Iteration 48Q: 3 clusters Score -1334500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1334509.500000 Penalty: 3048.992920
	Iteration 49Q: 3 clusters Score -1334510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1334514.000000 Penalty: 3048.992920
	Iteration 50Q: 3 clusters Score -1334514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1334517.750000 Penalty: 3048.992920
	Iteration 51Q: 3 clusters Score -1334518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1334523.750000 Penalty: 3048.992920
	Iteration 52Q: 3 clusters Score -1334524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1334535.250000 Penalty: 3048.992920
	Iteration 53Q: 3 clusters Score -1334535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1334542.500000 Penalty: 3048.992920
	Iteration 54Q: 3 clusters Score -1334542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1334548.875000 Penalty: 3048.992920
	Iteration 55Q: 3 clusters Score -1334549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1334559.750000 Penalty: 3048.992920
	Iteration 56Q: 3 clusters Score -1334560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1334572.500000 Penalty: 3048.992920
	Iteration 57Q: 3 clusters Score -1334572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1334581.250000 Penalty: 3048.992920
	Iteration 58Q: 3 clusters Score -1334581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1334596.875000 Penalty: 3048.992920
	Iteration 59Q: 3 clusters Score -1334597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1334613.000000 Penalty: 3048.992920
	Iteration 60F: 3 clusters Score -1334613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1334632.500000 Penalty: 3048.992920
	Iteration 61Q: 3 clusters Score -1334632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1334650.125000 Penalty: 3048.992920
	Iteration 62Q: 3 clusters Score -1334650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1334675.375000 Penalty: 3048.992920
	Iteration 63Q: 3 clusters Score -1334675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1334709.250000 Penalty: 3048.992920
	Iteration 64Q: 3 clusters Score -1334709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1334739.000000 Penalty: 3048.992920
	Iteration 65Q: 3 clusters Score -1334739 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1334773.500000 Penalty: 3048.992920
	Iteration 66Q: 3 clusters Score -1334774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1334804.000000 Penalty: 3048.992920
	Iteration 67Q: 3 clusters Score -1334804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1334833.500000 Penalty: 3048.992920
	Iteration 68Q: 3 clusters Score -1334834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1334861.500000 Penalty: 3048.992920
	Iteration 69Q: 3 clusters Score -1334862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1334886.625000 Penalty: 3048.992920
	Iteration 70Q: 3 clusters Score -1334887 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1334917.250000 Penalty: 3048.992920
	Iteration 71Q: 3 clusters Score -1334917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1334934.875000 Penalty: 3048.992920
	Iteration 72Q: 3 clusters Score -1334935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1334953.625000 Penalty: 3048.992920
	Iteration 73Q: 3 clusters Score -1334954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1334971.250000 Penalty: 3048.992920
	Iteration 74Q: 3 clusters Score -1334971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1334979.625000 Penalty: 3048.992920
	Iteration 75Q: 3 clusters Score -1334980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1334990.875000 Penalty: 3048.992920
	Iteration 76Q: 3 clusters Score -1334991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1335011.125000 Penalty: 3048.992920
	Iteration 77Q: 3 clusters Score -1335011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1335024.875000 Penalty: 3048.992920
	Iteration 78Q: 3 clusters Score -1335025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1335033.625000 Penalty: 3048.992920
	Iteration 79Q: 3 clusters Score -1335034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1335041.375000 Penalty: 3048.992920
	Iteration 80F: 3 clusters Score -1335041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1335049.875000 Penalty: 3048.992920
	Iteration 81Q: 3 clusters Score -1335050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1335050.000000 Penalty: 3048.992920
	Iteration 82Q: 3 clusters Score -1335050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1335050.000000 Penalty: 3048.992920
	Iteration 83Q: 3 clusters Score -1335050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1335052.625000 Penalty: 3048.992920
	Iteration 84Q: 3 clusters Score -1335053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1335051.625000 Penalty: 3048.992920
	Iteration 85Q: 3 clusters Score -1335052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1335051.625000 Penalty: 3048.992920
	Iteration 86F: 3 clusters Score -1335052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -450316.406250 Penalty: 1349.721436
	Iteration 0F: 2 clusters Score -450316.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -446920.218750 Penalty: 2699.442871
	Iteration 0F: 3 clusters Score -446920.2 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -447846.343750 Penalty: 2699.442871
	Iteration 1F: 3 clusters Score -447846.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -447973.312500 Penalty: 2699.442871
	Iteration 2F: 3 clusters Score -447973.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -448059.625000 Penalty: 2699.442871
	Iteration 3Q: 3 clusters Score -448059.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -448116.843750 Penalty: 2699.442871
	Iteration 4Q: 3 clusters Score -448116.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -448165.656250 Penalty: 2699.442871
	Iteration 5Q: 3 clusters Score -448165.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -448205.187500 Penalty: 2699.442871
	Iteration 6Q: 3 clusters Score -448205.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -448241.218750 Penalty: 2699.442871
	Iteration 7Q: 3 clusters Score -448241.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -448283.062500 Penalty: 2699.442871
	Iteration 8Q: 3 clusters Score -448283.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -448326.468750 Penalty: 2699.442871
	Iteration 9Q: 3 clusters Score -448326.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -448377.906250 Penalty: 2699.442871
	Iteration 10Q: 3 clusters Score -448377.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -448432.406250 Penalty: 2699.442871
	Iteration 11Q: 3 clusters Score -448432.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -448476.781250 Penalty: 2699.442871
	Iteration 12Q: 3 clusters Score -448476.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -448522.000000 Penalty: 2699.442871
	Iteration 13Q: 3 clusters Score -448522 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -448571.875000 Penalty: 2699.442871
	Iteration 14Q: 3 clusters Score -448571.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -448614.312500 Penalty: 2699.442871
	Iteration 15Q: 3 clusters Score -448614.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -448651.125000 Penalty: 2699.442871
	Iteration 16Q: 3 clusters Score -448651.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -448691.750000 Penalty: 2699.442871
	Iteration 17Q: 3 clusters Score -448691.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -448728.750000 Penalty: 2699.442871
	Iteration 18Q: 3 clusters Score -448728.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -448763.093750 Penalty: 2699.442871
	Iteration 19Q: 3 clusters Score -448763.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -448790.250000 Penalty: 2699.442871
	Iteration 20F: 3 clusters Score -448790.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -448826.937500 Penalty: 2699.442871
	Iteration 21Q: 3 clusters Score -448826.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -448864.687500 Penalty: 2699.442871
	Iteration 22Q: 3 clusters Score -448864.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -448888.750000 Penalty: 2699.442871
	Iteration 23Q: 3 clusters Score -448888.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -448909.562500 Penalty: 2699.442871
	Iteration 24Q: 3 clusters Score -448909.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -448933.062500 Penalty: 2699.442871
	Iteration 25Q: 3 clusters Score -448933.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -448950.468750 Penalty: 2699.442871
	Iteration 26Q: 3 clusters Score -448950.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -448973.000000 Penalty: 2699.442871
	Iteration 27Q: 3 clusters Score -448973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -448992.468750 Penalty: 2699.442871
	Iteration 28Q: 3 clusters Score -448992.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -449004.937500 Penalty: 2699.442871
	Iteration 29Q: 3 clusters Score -449004.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -449012.375000 Penalty: 2699.442871
	Iteration 30Q: 3 clusters Score -449012.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -449020.093750 Penalty: 2699.442871
	Iteration 31Q: 3 clusters Score -449020.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -449029.687500 Penalty: 2699.442871
	Iteration 32Q: 3 clusters Score -449029.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -449036.656250 Penalty: 2699.442871
	Iteration 33Q: 3 clusters Score -449036.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -449045.281250 Penalty: 2699.442871
	Iteration 34Q: 3 clusters Score -449045.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -449056.312500 Penalty: 2699.442871
	Iteration 35Q: 3 clusters Score -449056.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -449064.812500 Penalty: 2699.442871
	Iteration 36Q: 3 clusters Score -449064.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -449073.343750 Penalty: 2699.442871
	Iteration 37Q: 3 clusters Score -449073.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -449081.687500 Penalty: 2699.442871
	Iteration 38Q: 3 clusters Score -449081.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -449088.093750 Penalty: 2699.442871
	Iteration 39Q: 3 clusters Score -449088.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -449096.843750 Penalty: 2699.442871
	Iteration 40F: 3 clusters Score -449096.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -449104.000000 Penalty: 2699.442871
	Iteration 41Q: 3 clusters Score -449104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -449106.937500 Penalty: 2699.442871
	Iteration 42Q: 3 clusters Score -449106.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -449110.093750 Penalty: 2699.442871
	Iteration 43Q: 3 clusters Score -449110.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -449112.500000 Penalty: 2699.442871
	Iteration 44Q: 3 clusters Score -449112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -449117.812500 Penalty: 2699.442871
	Iteration 45Q: 3 clusters Score -449117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -449120.093750 Penalty: 2699.442871
	Iteration 46Q: 3 clusters Score -449120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -449121.562500 Penalty: 2699.442871
	Iteration 47Q: 3 clusters Score -449121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -449122.875000 Penalty: 2699.442871
	Iteration 48Q: 3 clusters Score -449122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -449123.093750 Penalty: 2699.442871
	Iteration 49Q: 3 clusters Score -449123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -449122.593750 Penalty: 2699.442871
	Iteration 50Q: 3 clusters Score -449122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -449122.593750 Penalty: 2699.442871
	Iteration 51F: 3 clusters Score -449122.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -489407.125000 Penalty: 1361.936035
	Iteration 0F: 2 clusters Score -489407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -485806.531250 Penalty: 2723.872070
	Iteration 0F: 3 clusters Score -485806.5 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -486814.812500 Penalty: 2723.872070
	Iteration 1F: 3 clusters Score -486814.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -486973.125000 Penalty: 2723.872070
	Iteration 2F: 3 clusters Score -486973.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -487090.187500 Penalty: 2723.872070
	Iteration 3Q: 3 clusters Score -487090.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -487178.343750 Penalty: 2723.872070
	Iteration 4Q: 3 clusters Score -487178.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -487232.531250 Penalty: 2723.872070
	Iteration 5Q: 3 clusters Score -487232.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -487273.218750 Penalty: 2723.872070
	Iteration 6Q: 3 clusters Score -487273.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -487315.531250 Penalty: 2723.872070
	Iteration 7Q: 3 clusters Score -487315.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -487369.062500 Penalty: 2723.872070
	Iteration 8Q: 3 clusters Score -487369.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -487414.531250 Penalty: 2723.872070
	Iteration 9Q: 3 clusters Score -487414.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -487447.437500 Penalty: 2723.872070
	Iteration 10Q: 3 clusters Score -487447.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -487487.187500 Penalty: 2723.872070
	Iteration 11Q: 3 clusters Score -487487.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -487527.968750 Penalty: 2723.872070
	Iteration 12Q: 3 clusters Score -487528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -487563.000000 Penalty: 2723.872070
	Iteration 13Q: 3 clusters Score -487563 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -487596.875000 Penalty: 2723.872070
	Iteration 14Q: 3 clusters Score -487596.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -487627.218750 Penalty: 2723.872070
	Iteration 15Q: 3 clusters Score -487627.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -487654.187500 Penalty: 2723.872070
	Iteration 16Q: 3 clusters Score -487654.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -487686.750000 Penalty: 2723.872070
	Iteration 17Q: 3 clusters Score -487686.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -487714.437500 Penalty: 2723.872070
	Iteration 18Q: 3 clusters Score -487714.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -487745.343750 Penalty: 2723.872070
	Iteration 19Q: 3 clusters Score -487745.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -487778.250000 Penalty: 2723.872070
	Iteration 20F: 3 clusters Score -487778.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -487802.250000 Penalty: 2723.872070
	Iteration 21Q: 3 clusters Score -487802.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -487828.812500 Penalty: 2723.872070
	Iteration 22Q: 3 clusters Score -487828.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -487847.218750 Penalty: 2723.872070
	Iteration 23Q: 3 clusters Score -487847.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -487866.593750 Penalty: 2723.872070
	Iteration 24Q: 3 clusters Score -487866.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -487888.687500 Penalty: 2723.872070
	Iteration 25Q: 3 clusters Score -487888.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -487908.000000 Penalty: 2723.872070
	Iteration 26Q: 3 clusters Score -487908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -487928.406250 Penalty: 2723.872070
	Iteration 27Q: 3 clusters Score -487928.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -487949.218750 Penalty: 2723.872070
	Iteration 28Q: 3 clusters Score -487949.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -487966.937500 Penalty: 2723.872070
	Iteration 29Q: 3 clusters Score -487966.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -487982.906250 Penalty: 2723.872070
	Iteration 30Q: 3 clusters Score -487982.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -487992.593750 Penalty: 2723.872070
	Iteration 31Q: 3 clusters Score -487992.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -488000.312500 Penalty: 2723.872070
	Iteration 32Q: 3 clusters Score -488000.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -488009.687500 Penalty: 2723.872070
	Iteration 33Q: 3 clusters Score -488009.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -488018.875000 Penalty: 2723.872070
	Iteration 34Q: 3 clusters Score -488018.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -488023.156250 Penalty: 2723.872070
	Iteration 35Q: 3 clusters Score -488023.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -488028.937500 Penalty: 2723.872070
	Iteration 36Q: 3 clusters Score -488028.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -488033.937500 Penalty: 2723.872070
	Iteration 37Q: 3 clusters Score -488033.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -488041.593750 Penalty: 2723.872070
	Iteration 38Q: 3 clusters Score -488041.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -488045.750000 Penalty: 2723.872070
	Iteration 39Q: 3 clusters Score -488045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -488047.875000 Penalty: 2723.872070
	Iteration 40F: 3 clusters Score -488047.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -488050.656250 Penalty: 2723.872070
	Iteration 41Q: 3 clusters Score -488050.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -488053.156250 Penalty: 2723.872070
	Iteration 42Q: 3 clusters Score -488053.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -488056.593750 Penalty: 2723.872070
	Iteration 43Q: 3 clusters Score -488056.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -488060.343750 Penalty: 2723.872070
	Iteration 44Q: 3 clusters Score -488060.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -488065.375000 Penalty: 2723.872070
	Iteration 45Q: 3 clusters Score -488065.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -488069.031250 Penalty: 2723.872070
	Iteration 46Q: 3 clusters Score -488069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -488073.375000 Penalty: 2723.872070
	Iteration 47Q: 3 clusters Score -488073.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -488078.281250 Penalty: 2723.872070
	Iteration 48Q: 3 clusters Score -488078.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -488081.562500 Penalty: 2723.872070
	Iteration 49Q: 3 clusters Score -488081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -488084.156250 Penalty: 2723.872070
	Iteration 50Q: 3 clusters Score -488084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -488086.781250 Penalty: 2723.872070
	Iteration 51Q: 3 clusters Score -488086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -488087.937500 Penalty: 2723.872070
	Iteration 52Q: 3 clusters Score -488087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -488088.906250 Penalty: 2723.872070
	Iteration 53Q: 3 clusters Score -488088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -488088.843750 Penalty: 2723.872070
	Iteration 54Q: 3 clusters Score -488088.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -488089.812500 Penalty: 2723.872070
	Iteration 55Q: 3 clusters Score -488089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -488089.250000 Penalty: 2723.872070
	Iteration 56Q: 3 clusters Score -488089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -488090.218750 Penalty: 2723.872070
	Iteration 57Q: 3 clusters Score -488090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -488091.812500 Penalty: 2723.872070
	Iteration 58Q: 3 clusters Score -488091.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -488092.000000 Penalty: 2723.872070
	Iteration 59Q: 3 clusters Score -488092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -488092.687500 Penalty: 2723.872070
	Iteration 60F: 3 clusters Score -488092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -488093.156250 Penalty: 2723.872070
	Iteration 61Q: 3 clusters Score -488093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -488094.781250 Penalty: 2723.872070
	Iteration 62Q: 3 clusters Score -488094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -488095.312500 Penalty: 2723.872070
	Iteration 63Q: 3 clusters Score -488095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -488096.437500 Penalty: 2723.872070
	Iteration 64Q: 3 clusters Score -488096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -488096.625000 Penalty: 2723.872070
	Iteration 65Q: 3 clusters Score -488096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -488097.906250 Penalty: 2723.872070
	Iteration 66Q: 3 clusters Score -488097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -488098.875000 Penalty: 2723.872070
	Iteration 67Q: 3 clusters Score -488098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -488098.062500 Penalty: 2723.872070
	Iteration 68Q: 3 clusters Score -488098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -488098.281250 Penalty: 2723.872070
	Iteration 69Q: 3 clusters Score -488098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -488099.250000 Penalty: 2723.872070
	Iteration 70Q: 3 clusters Score -488099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -488099.281250 Penalty: 2723.872070
	Iteration 71Q: 3 clusters Score -488099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -488099.125000 Penalty: 2723.872070
	Iteration 72Q: 3 clusters Score -488099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -488099.625000 Penalty: 2723.872070
	Iteration 73Q: 3 clusters Score -488099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -488099.531250 Penalty: 2723.872070
	Iteration 74Q: 3 clusters Score -488099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -488101.093750 Penalty: 2723.872070
	Iteration 75Q: 3 clusters Score -488101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -488101.187500 Penalty: 2723.872070
	Iteration 76Q: 3 clusters Score -488101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -488102.625000 Penalty: 2723.872070
	Iteration 77Q: 3 clusters Score -488102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -488103.375000 Penalty: 2723.872070
	Iteration 78Q: 3 clusters Score -488103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -488104.375000 Penalty: 2723.872070
	Iteration 79Q: 3 clusters Score -488104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -488104.312500 Penalty: 2723.872070
	Iteration 80F: 3 clusters Score -488104.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -488105.906250 Penalty: 2723.872070
	Iteration 81Q: 3 clusters Score -488105.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -488107.656250 Penalty: 2723.872070
	Iteration 82Q: 3 clusters Score -488107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -488109.250000 Penalty: 2723.872070
	Iteration 83Q: 3 clusters Score -488109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -488109.968750 Penalty: 2723.872070
	Iteration 84Q: 3 clusters Score -488110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -488111.250000 Penalty: 2723.872070
	Iteration 85Q: 3 clusters Score -488111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -488111.031250 Penalty: 2723.872070
	Iteration 86Q: 3 clusters Score -488111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -488112.687500 Penalty: 2723.872070
	Iteration 87Q: 3 clusters Score -488112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -488112.562500 Penalty: 2723.872070
	Iteration 88Q: 3 clusters Score -488112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -488112.937500 Penalty: 2723.872070
	Iteration 89Q: 3 clusters Score -488112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -488112.937500 Penalty: 2723.872070
	Iteration 90F: 3 clusters Score -488112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Entering Unmasked Estep 
Score: -7429445.500000 Penalty: 1804.992310
	Iteration 0F: 2 clusters Score -7429446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -7385008.500000 Penalty: 3609.984619
	Iteration 0F: 3 clusters Score -7385008 nChanged 31520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -7402956.500000 Penalty: 3609.984619
	Iteration 1F: 3 clusters Score -7402956 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -7403588.000000 Penalty: 3609.984619
	Iteration 2Q: 3 clusters Score -7403588 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -7404439.000000 Penalty: 3609.984619
	Iteration 3Q: 3 clusters Score -7404439 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -7405517.500000 Penalty: 3609.984619
	Iteration 4Q: 3 clusters Score -7405518 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -7407121.000000 Penalty: 3609.984619
	Iteration 5F: 3 clusters Score -7407121 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -7409624.500000 Penalty: 3609.984619
	Iteration 6F: 3 clusters Score -7409624 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -7413240.000000 Penalty: 3609.984619
	Iteration 7F: 3 clusters Score -7413240 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -7417799.000000 Penalty: 3609.984619
	Iteration 8F: 3 clusters Score -7417799 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -7421790.000000 Penalty: 3609.984619
	Iteration 9F: 3 clusters Score -7421790 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -7424518.000000 Penalty: 3609.984619
	Iteration 10Q: 3 clusters Score -7424518 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -7426015.500000 Penalty: 3609.984619
	Iteration 11Q: 3 clusters Score -7426016 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7426757.000000 Penalty: 3609.984619
	Iteration 12Q: 3 clusters Score -7426757 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7427180.500000 Penalty: 3609.984619
	Iteration 13Q: 3 clusters Score -7427180 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7427411.000000 Penalty: 3609.984619
	Iteration 14Q: 3 clusters Score -7427411 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7427582.500000 Penalty: 3609.984619
	Iteration 15Q: 3 clusters Score -7427582 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7427704.500000 Penalty: 3609.984619
	Iteration 16Q: 3 clusters Score -7427704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7427790.000000 Penalty: 3609.984619
	Iteration 17Q: 3 clusters Score -7427790 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7427826.500000 Penalty: 3609.984619
	Iteration 18Q: 3 clusters Score -7427826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7427855.000000 Penalty: 3609.984619
	Iteration 19Q: 3 clusters Score -7427855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7427874.000000 Penalty: 3609.984619
	Iteration 20F: 3 clusters Score -7427874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7427896.000000 Penalty: 3609.984619
	Iteration 21Q: 3 clusters Score -7427896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7427903.000000 Penalty: 3609.984619
	Iteration 22Q: 3 clusters Score -7427903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7427923.500000 Penalty: 3609.984619
	Iteration 23Q: 3 clusters Score -7427924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7427932.000000 Penalty: 3609.984619
	Iteration 24Q: 3 clusters Score -7427932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7427954.000000 Penalty: 3609.984619
	Iteration 25Q: 3 clusters Score -7427954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7427960.500000 Penalty: 3609.984619
	Iteration 26Q: 3 clusters Score -7427960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7427964.000000 Penalty: 3609.984619
	Iteration 27Q: 3 clusters Score -7427964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7427966.500000 Penalty: 3609.984619
	Iteration 28Q: 3 clusters Score -7427966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7427968.000000 Penalty: 3609.984619
	Iteration 29Q: 3 clusters Score -7427968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7427968.000000 Penalty: 3609.984619
	Iteration 30Q: 3 clusters Score -7427968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7427972.000000 Penalty: 3609.984619
	Iteration 31Q: 3 clusters Score -7427972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7427973.000000 Penalty: 3609.984619
	Iteration 32Q: 3 clusters Score -7427973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7427982.000000 Penalty: 3609.984619
	Iteration 33Q: 3 clusters Score -7427982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7427971.000000 Penalty: 3609.984619
	Iteration 34Q: 3 clusters Score -7427971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7427979.000000 Penalty: 3609.984619
	Iteration 35Q: 3 clusters Score -7427979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7427985.000000 Penalty: 3609.984619
	Iteration 36Q: 3 clusters Score -7427985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7427986.500000 Penalty: 3609.984619
	Iteration 37Q: 3 clusters Score -7427986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7427986.500000 Penalty: 3609.984619
	Iteration 38F: 3 clusters Score -7427986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Entering Unmasked Estep 
Score: -2897437.000000 Penalty: 1657.504883
	Iteration 0F: 2 clusters Score -2897437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2879219.000000 Penalty: 3315.009766
	Iteration 0F: 3 clusters Score -2879219 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2886187.000000 Penalty: 3315.009766
	Iteration 1F: 3 clusters Score -2886187 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2886697.750000 Penalty: 3315.009766
	Iteration 2Q: 3 clusters Score -2886698 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2887214.250000 Penalty: 3315.009766
	Iteration 3Q: 3 clusters Score -2887214 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2887800.500000 Penalty: 3315.009766
	Iteration 4Q: 3 clusters Score -2887800 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2888503.500000 Penalty: 3315.009766
	Iteration 5F: 3 clusters Score -2888504 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2889271.000000 Penalty: 3315.009766
	Iteration 6F: 3 clusters Score -2889271 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2890053.250000 Penalty: 3315.009766
	Iteration 7F: 3 clusters Score -2890053 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2890770.000000 Penalty: 3315.009766
	Iteration 8F: 3 clusters Score -2890770 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2891230.250000 Penalty: 3315.009766
	Iteration 9Q: 3 clusters Score -2891230 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2891521.250000 Penalty: 3315.009766
	Iteration 10Q: 3 clusters Score -2891521 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2891697.000000 Penalty: 3315.009766
	Iteration 11Q: 3 clusters Score -2891697 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2891835.750000 Penalty: 3315.009766
	Iteration 12Q: 3 clusters Score -2891836 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2891962.500000 Penalty: 3315.009766
	Iteration 13Q: 3 clusters Score -2891962 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2892054.750000 Penalty: 3315.009766
	Iteration 14Q: 3 clusters Score -2892055 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2892173.500000 Penalty: 3315.009766
	Iteration 15Q: 3 clusters Score -2892174 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2892278.750000 Penalty: 3315.009766
	Iteration 16Q: 3 clusters Score -2892279 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2892395.000000 Penalty: 3315.009766
	Iteration 17Q: 3 clusters Score -2892395 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2892543.500000 Penalty: 3315.009766
	Iteration 18Q: 3 clusters Score -2892544 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2892717.000000 Penalty: 3315.009766
	Iteration 19Q: 3 clusters Score -2892717 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2892965.250000 Penalty: 3315.009766
	Iteration 20F: 3 clusters Score -2892965 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2893322.250000 Penalty: 3315.009766
	Iteration 21Q: 3 clusters Score -2893322 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2893735.250000 Penalty: 3315.009766
	Iteration 22Q: 3 clusters Score -2893735 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2894120.000000 Penalty: 3315.009766
	Iteration 23Q: 3 clusters Score -2894120 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2894469.750000 Penalty: 3315.009766
	Iteration 24Q: 3 clusters Score -2894470 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2894752.000000 Penalty: 3315.009766
	Iteration 25Q: 3 clusters Score -2894752 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2895004.750000 Penalty: 3315.009766
	Iteration 26Q: 3 clusters Score -2895005 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2895257.500000 Penalty: 3315.009766
	Iteration 27Q: 3 clusters Score -2895258 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2895500.250000 Penalty: 3315.009766
	Iteration 28Q: 3 clusters Score -2895500 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2895705.500000 Penalty: 3315.009766
	Iteration 29Q: 3 clusters Score -2895706 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2895892.000000 Penalty: 3315.009766
	Iteration 30Q: 3 clusters Score -2895892 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2896026.750000 Penalty: 3315.009766
	Iteration 31Q: 3 clusters Score -2896027 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -2896101.250000 Penalty: 3315.009766
	Iteration 32Q: 3 clusters Score -2896101 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2896154.750000 Penalty: 3315.009766
	Iteration 33Q: 3 clusters Score -2896155 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2896192.500000 Penalty: 3315.009766
	Iteration 34Q: 3 clusters Score -2896192 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2896226.500000 Penalty: 3315.009766
	Iteration 35Q: 3 clusters Score -2896226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -2896265.750000 Penalty: 3315.009766
	Iteration 36Q: 3 clusters Score -2896266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -2896288.500000 Penalty: 3315.009766
	Iteration 37Q: 3 clusters Score -2896288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2896308.250000 Penalty: 3315.009766
	Iteration 38Q: 3 clusters Score -2896308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2896327.750000 Penalty: 3315.009766
	Iteration 39Q: 3 clusters Score -2896328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2896335.000000 Penalty: 3315.009766
	Iteration 40F: 3 clusters Score -2896335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2896337.750000 Penalty: 3315.009766
	Iteration 41Q: 3 clusters Score -2896338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -2896341.000000 Penalty: 3315.009766
	Iteration 42Q: 3 clusters Score -2896341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2896343.500000 Penalty: 3315.009766
	Iteration 43Q: 3 clusters Score -2896344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2896342.500000 Penalty: 3315.009766
	Iteration 44Q: 3 clusters Score -2896342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2896351.000000 Penalty: 3315.009766
	Iteration 45Q: 3 clusters Score -2896351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -2896349.500000 Penalty: 3315.009766
	Iteration 46Q: 3 clusters Score -2896350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -2896358.750000 Penalty: 3315.009766
	Iteration 47Q: 3 clusters Score -2896359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2896356.750000 Penalty: 3315.009766
	Iteration 48Q: 3 clusters Score -2896357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -2896364.500000 Penalty: 3315.009766
	Iteration 49Q: 3 clusters Score -2896364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -2896365.500000 Penalty: 3315.009766
	Iteration 50Q: 3 clusters Score -2896366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -2896365.750000 Penalty: 3315.009766
	Iteration 51Q: 3 clusters Score -2896366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2896364.500000 Penalty: 3315.009766
	Iteration 52Q: 3 clusters Score -2896364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2896365.000000 Penalty: 3315.009766
	Iteration 53Q: 3 clusters Score -2896365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -2896364.000000 Penalty: 3315.009766
	Iteration 54Q: 3 clusters Score -2896364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -2896365.250000 Penalty: 3315.009766
	Iteration 55Q: 3 clusters Score -2896365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -2896364.500000 Penalty: 3315.009766
	Iteration 56Q: 3 clusters Score -2896364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -2896363.000000 Penalty: 3315.009766
	Iteration 57Q: 3 clusters Score -2896363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2896373.500000 Penalty: 3315.009766
	Iteration 58Q: 3 clusters Score -2896374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2896381.750000 Penalty: 3315.009766
	Iteration 59Q: 3 clusters Score -2896382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2896378.500000 Penalty: 3315.009766
	Iteration 60F: 3 clusters Score -2896378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -2896377.750000 Penalty: 3315.009766
	Iteration 61Q: 3 clusters Score -2896378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2896376.250000 Penalty: 3315.009766
	Iteration 62Q: 3 clusters Score -2896376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2896379.000000 Penalty: 3315.009766
	Iteration 63Q: 3 clusters Score -2896379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -2896377.750000 Penalty: 3315.009766
	Iteration 64Q: 3 clusters Score -2896378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2896378.500000 Penalty: 3315.009766
	Iteration 65Q: 3 clusters Score -2896378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2896371.500000 Penalty: 3315.009766
	Iteration 66Q: 3 clusters Score -2896372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -2896375.000000 Penalty: 3315.009766
	Iteration 67Q: 3 clusters Score -2896375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2896378.750000 Penalty: 3315.009766
	Iteration 68Q: 3 clusters Score -2896379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -2896380.500000 Penalty: 3315.009766
	Iteration 69Q: 3 clusters Score -2896380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -2896382.500000 Penalty: 3315.009766
	Iteration 70Q: 3 clusters Score -2896382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -2896384.500000 Penalty: 3315.009766
	Iteration 71Q: 3 clusters Score -2896384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -2896385.000000 Penalty: 3315.009766
	Iteration 72Q: 3 clusters Score -2896385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -2896381.500000 Penalty: 3315.009766
	Iteration 73Q: 3 clusters Score -2896382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2896380.750000 Penalty: 3315.009766
	Iteration 74Q: 3 clusters Score -2896381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2896384.000000 Penalty: 3315.009766
	Iteration 75Q: 3 clusters Score -2896384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2896381.250000 Penalty: 3315.009766
	Iteration 76Q: 3 clusters Score -2896381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -2896382.750000 Penalty: 3315.009766
	Iteration 77Q: 3 clusters Score -2896383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2896382.000000 Penalty: 3315.009766
	Iteration 78Q: 3 clusters Score -2896382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2896382.000000 Penalty: 3315.009766
	Iteration 79F: 3 clusters Score -2896382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Entering Unmasked Estep 
Score: -871098.375000 Penalty: 1462.036499
	Iteration 0F: 2 clusters Score -871098.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -865250.625000 Penalty: 2924.072998
	Iteration 0F: 3 clusters Score -865250.6 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -867106.062500 Penalty: 2924.072998
	Iteration 1F: 3 clusters Score -867106.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -867350.250000 Penalty: 2924.072998
	Iteration 2F: 3 clusters Score -867350.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -867565.062500 Penalty: 2924.072998
	Iteration 3F: 3 clusters Score -867565.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -867791.875000 Penalty: 2924.072998
	Iteration 4Q: 3 clusters Score -867791.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -867981.312500 Penalty: 2924.072998
	Iteration 5Q: 3 clusters Score -867981.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -868171.250000 Penalty: 2924.072998
	Iteration 6Q: 3 clusters Score -868171.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -868326.625000 Penalty: 2924.072998
	Iteration 7Q: 3 clusters Score -868326.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -868479.687500 Penalty: 2924.072998
	Iteration 8Q: 3 clusters Score -868479.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -868607.437500 Penalty: 2924.072998
	Iteration 9Q: 3 clusters Score -868607.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -868701.687500 Penalty: 2924.072998
	Iteration 10Q: 3 clusters Score -868701.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -868776.437500 Penalty: 2924.072998
	Iteration 11Q: 3 clusters Score -868776.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -868844.375000 Penalty: 2924.072998
	Iteration 12Q: 3 clusters Score -868844.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -868899.500000 Penalty: 2924.072998
	Iteration 13Q: 3 clusters Score -868899.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -868953.875000 Penalty: 2924.072998
	Iteration 14Q: 3 clusters Score -868953.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -869010.000000 Penalty: 2924.072998
	Iteration 15Q: 3 clusters Score -869010 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -869062.500000 Penalty: 2924.072998
	Iteration 16Q: 3 clusters Score -869062.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -869121.562500 Penalty: 2924.072998
	Iteration 17Q: 3 clusters Score -869121.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -869188.375000 Penalty: 2924.072998
	Iteration 18Q: 3 clusters Score -869188.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -869257.437500 Penalty: 2924.072998
	Iteration 19Q: 3 clusters Score -869257.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -869344.000000 Penalty: 2924.072998
	Iteration 20F: 3 clusters Score -869344 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -869434.562500 Penalty: 2924.072998
	Iteration 21Q: 3 clusters Score -869434.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -869562.625000 Penalty: 2924.072998
	Iteration 22Q: 3 clusters Score -869562.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -869723.562500 Penalty: 2924.072998
	Iteration 23Q: 3 clusters Score -869723.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -869893.187500 Penalty: 2924.072998
	Iteration 24Q: 3 clusters Score -869893.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -870063.500000 Penalty: 2924.072998
	Iteration 25Q: 3 clusters Score -870063.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -870246.312500 Penalty: 2924.072998
	Iteration 26Q: 3 clusters Score -870246.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -870389.937500 Penalty: 2924.072998
	Iteration 27Q: 3 clusters Score -870389.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -870482.812500 Penalty: 2924.072998
	Iteration 28Q: 3 clusters Score -870482.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -870554.187500 Penalty: 2924.072998
	Iteration 29Q: 3 clusters Score -870554.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -870603.000000 Penalty: 2924.072998
	Iteration 30Q: 3 clusters Score -870603 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -870634.875000 Penalty: 2924.072998
	Iteration 31Q: 3 clusters Score -870634.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -870662.687500 Penalty: 2924.072998
	Iteration 32Q: 3 clusters Score -870662.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -870685.125000 Penalty: 2924.072998
	Iteration 33Q: 3 clusters Score -870685.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -870704.500000 Penalty: 2924.072998
	Iteration 34Q: 3 clusters Score -870704.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -870718.187500 Penalty: 2924.072998
	Iteration 35Q: 3 clusters Score -870718.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -870727.500000 Penalty: 2924.072998
	Iteration 36Q: 3 clusters Score -870727.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -870740.625000 Penalty: 2924.072998
	Iteration 37Q: 3 clusters Score -870740.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -870743.312500 Penalty: 2924.072998
	Iteration 38Q: 3 clusters Score -870743.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -870752.687500 Penalty: 2924.072998
	Iteration 39Q: 3 clusters Score -870752.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -870759.000000 Penalty: 2924.072998
	Iteration 40F: 3 clusters Score -870759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -870761.562500 Penalty: 2924.072998
	Iteration 41Q: 3 clusters Score -870761.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -870766.375000 Penalty: 2924.072998
	Iteration 42Q: 3 clusters Score -870766.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -870773.312500 Penalty: 2924.072998
	Iteration 43Q: 3 clusters Score -870773.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -870785.187500 Penalty: 2924.072998
	Iteration 44Q: 3 clusters Score -870785.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -870798.125000 Penalty: 2924.072998
	Iteration 45Q: 3 clusters Score -870798.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -870814.812500 Penalty: 2924.072998
	Iteration 46Q: 3 clusters Score -870814.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -870841.625000 Penalty: 2924.072998
	Iteration 47Q: 3 clusters Score -870841.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -870869.625000 Penalty: 2924.072998
	Iteration 48Q: 3 clusters Score -870869.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -870911.062500 Penalty: 2924.072998
	Iteration 49Q: 3 clusters Score -870911.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -870990.187500 Penalty: 2924.072998
	Iteration 50Q: 3 clusters Score -870990.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -871105.312500 Penalty: 2924.072998
	Iteration 51Q: 3 clusters Score -871105.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -871243.250000 Penalty: 2924.072998
	Iteration 52Q: 3 clusters Score -871243.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -871351.375000 Penalty: 2924.072998
	Iteration 53Q: 3 clusters Score -871351.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -871449.500000 Penalty: 2924.072998
	Iteration 54Q: 3 clusters Score -871449.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -871513.750000 Penalty: 2924.072998
	Iteration 55Q: 3 clusters Score -871513.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -871564.875000 Penalty: 2924.072998
	Iteration 56Q: 3 clusters Score -871564.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -871595.250000 Penalty: 2924.072998
	Iteration 57Q: 3 clusters Score -871595.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -871615.062500 Penalty: 2924.072998
	Iteration 58Q: 3 clusters Score -871615.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -871632.687500 Penalty: 2924.072998
	Iteration 59Q: 3 clusters Score -871632.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -871635.250000 Penalty: 2924.072998
	Iteration 60F: 3 clusters Score -871635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -871642.437500 Penalty: 2924.072998
	Iteration 61Q: 3 clusters Score -871642.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -871644.000000 Penalty: 2924.072998
	Iteration 62Q: 3 clusters Score -871644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -871644.562500 Penalty: 2924.072998
	Iteration 63Q: 3 clusters Score -871644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -871646.250000 Penalty: 2924.072998
	Iteration 64Q: 3 clusters Score -871646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -871648.062500 Penalty: 2924.072998
	Iteration 65Q: 3 clusters Score -871648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -871647.500000 Penalty: 2924.072998
	Iteration 66Q: 3 clusters Score -871647.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -871648.562500 Penalty: 2924.072998
	Iteration 67Q: 3 clusters Score -871648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -871648.187500 Penalty: 2924.072998
	Iteration 68Q: 3 clusters Score -871648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -871649.625000 Penalty: 2924.072998
	Iteration 69Q: 3 clusters Score -871649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -871649.500000 Penalty: 2924.072998
	Iteration 70Q: 3 clusters Score -871649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -871650.875000 Penalty: 2924.072998
	Iteration 71Q: 3 clusters Score -871650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -871650.250000 Penalty: 2924.072998
	Iteration 72Q: 3 clusters Score -871650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -871650.062500 Penalty: 2924.072998
	Iteration 73Q: 3 clusters Score -871650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -871654.062500 Penalty: 2924.072998
	Iteration 74Q: 3 clusters Score -871654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -871654.250000 Penalty: 2924.072998
	Iteration 75Q: 3 clusters Score -871654.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -871654.250000 Penalty: 2924.072998
	Iteration 76F: 3 clusters Score -871654.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66679 members 
Mstep: Class 15 contains 26904 members 
Mstep: Class 16 contains 2938 members 
Mstep: Class 17 contains 5142 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176510 members 
Mstep: Class 20 contains 11628 members 
Entering Unmasked Estep 
Score: -41700864.000000 Penalty: 41806.339844
Splitting cluster 16 changes total score from -41700908.000000 to -41700864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (12138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Entering Unmasked Estep 
Score: -1374278.875000 Penalty: 1528.165649
	Iteration 0F: 2 clusters Score -1374279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1365690.750000 Penalty: 3056.331299
	Iteration 0F: 3 clusters Score -1365691 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1368519.000000 Penalty: 3056.331299
	Iteration 1F: 3 clusters Score -1368519 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1368920.125000 Penalty: 3056.331299
	Iteration 2F: 3 clusters Score -1368920 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1369475.875000 Penalty: 3056.331299
	Iteration 3F: 3 clusters Score -1369476 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1370139.750000 Penalty: 3056.331299
	Iteration 4F: 3 clusters Score -1370140 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1370905.750000 Penalty: 3056.331299
	Iteration 5F: 3 clusters Score -1370906 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1371621.375000 Penalty: 3056.331299
	Iteration 6F: 3 clusters Score -1371621 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1372274.500000 Penalty: 3056.331299
	Iteration 7F: 3 clusters Score -1372274 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1372757.125000 Penalty: 3056.331299
	Iteration 8Q: 3 clusters Score -1372757 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1373095.125000 Penalty: 3056.331299
	Iteration 9Q: 3 clusters Score -1373095 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1373282.625000 Penalty: 3056.331299
	Iteration 10Q: 3 clusters Score -1373283 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1373373.750000 Penalty: 3056.331299
	Iteration 11Q: 3 clusters Score -1373374 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1373430.875000 Penalty: 3056.331299
	Iteration 12Q: 3 clusters Score -1373431 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1373471.125000 Penalty: 3056.331299
	Iteration 13Q: 3 clusters Score -1373471 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1373500.250000 Penalty: 3056.331299
	Iteration 14Q: 3 clusters Score -1373500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1373522.500000 Penalty: 3056.331299
	Iteration 15Q: 3 clusters Score -1373522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1373536.125000 Penalty: 3056.331299
	Iteration 16Q: 3 clusters Score -1373536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1373554.000000 Penalty: 3056.331299
	Iteration 17Q: 3 clusters Score -1373554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1373561.250000 Penalty: 3056.331299
	Iteration 18Q: 3 clusters Score -1373561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1373570.500000 Penalty: 3056.331299
	Iteration 19Q: 3 clusters Score -1373570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1373584.375000 Penalty: 3056.331299
	Iteration 20F: 3 clusters Score -1373584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1373595.250000 Penalty: 3056.331299
	Iteration 21Q: 3 clusters Score -1373595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1373601.875000 Penalty: 3056.331299
	Iteration 22Q: 3 clusters Score -1373602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1373608.875000 Penalty: 3056.331299
	Iteration 23Q: 3 clusters Score -1373609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1373614.250000 Penalty: 3056.331299
	Iteration 24Q: 3 clusters Score -1373614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1373621.000000 Penalty: 3056.331299
	Iteration 25Q: 3 clusters Score -1373621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1373628.000000 Penalty: 3056.331299
	Iteration 26Q: 3 clusters Score -1373628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1373632.875000 Penalty: 3056.331299
	Iteration 27Q: 3 clusters Score -1373633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1373636.750000 Penalty: 3056.331299
	Iteration 28Q: 3 clusters Score -1373637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1373639.000000 Penalty: 3056.331299
	Iteration 29Q: 3 clusters Score -1373639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1373639.000000 Penalty: 3056.331299
	Iteration 30Q: 3 clusters Score -1373639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1373640.125000 Penalty: 3056.331299
	Iteration 31Q: 3 clusters Score -1373640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1373644.375000 Penalty: 3056.331299
	Iteration 32Q: 3 clusters Score -1373644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1373645.250000 Penalty: 3056.331299
	Iteration 33Q: 3 clusters Score -1373645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1373646.125000 Penalty: 3056.331299
	Iteration 34Q: 3 clusters Score -1373646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1373646.125000 Penalty: 3056.331299
	Iteration 35F: 3 clusters Score -1373646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176510 members 
Entering Unmasked Estep 
Score: -19346856.000000 Penalty: 1963.184082
	Iteration 0F: 2 clusters Score -1.934686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -19244162.000000 Penalty: 3926.368164
	Iteration 0F: 3 clusters Score -1.924416e+07 nChanged 85482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -19294622.000000 Penalty: 3926.368164
	Iteration 1F: 3 clusters Score -1.929462e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72415 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -19296088.000000 Penalty: 3926.368164
	Iteration 2Q: 3 clusters Score -1.929609e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 111705 members 
Entering Unmasked Estep 
Score: -19299202.000000 Penalty: 3926.368164
	Iteration 3Q: 3 clusters Score -1.92992e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 121472 members 
Entering Unmasked Estep 
Score: -19304172.000000 Penalty: 3926.368164
	Iteration 4F: 3 clusters Score -1.930417e+07 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 132562 members 
Entering Unmasked Estep 
Score: -19311442.000000 Penalty: 3926.368164
	Iteration 5F: 3 clusters Score -1.931144e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 143032 members 
Entering Unmasked Estep 
Score: -19320430.000000 Penalty: 3926.368164
	Iteration 6F: 3 clusters Score -1.932043e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 150466 members 
Entering Unmasked Estep 
Score: -19327760.000000 Penalty: 3926.368164
	Iteration 7F: 3 clusters Score -1.932776e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 154395 members 
Entering Unmasked Estep 
Score: -19332264.000000 Penalty: 3926.368164
	Iteration 8Q: 3 clusters Score -1.933226e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 155907 members 
Entering Unmasked Estep 
Score: -19334656.000000 Penalty: 3926.368164
	Iteration 9Q: 3 clusters Score -1.933466e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 156400 members 
Entering Unmasked Estep 
Score: -19335648.000000 Penalty: 3926.368164
	Iteration 10Q: 3 clusters Score -1.933565e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
Score: -19336172.000000 Penalty: 3926.368164
	Iteration 11Q: 3 clusters Score -1.933617e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 156531 members 
Entering Unmasked Estep 
Score: -19336310.000000 Penalty: 3926.368164
	Iteration 12Q: 3 clusters Score -1.933631e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -19336318.000000 Penalty: 3926.368164
	Iteration 13Q: 3 clusters Score -1.933632e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 156302 members 
Entering Unmasked Estep 
Score: -19336282.000000 Penalty: 3926.368164
	Iteration 14Q: 3 clusters Score -1.933628e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 156084 members 
Entering Unmasked Estep 
Score: -19336106.000000 Penalty: 3926.368164
	Iteration 15Q: 3 clusters Score -1.933611e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 155808 members 
Entering Unmasked Estep 
Score: -19336082.000000 Penalty: 3926.368164
	Iteration 16Q: 3 clusters Score -1.933608e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 155507 members 
Entering Unmasked Estep 
Score: -19335952.000000 Penalty: 3926.368164
	Iteration 17Q: 3 clusters Score -1.933595e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -19335840.000000 Penalty: 3926.368164
	Iteration 18Q: 3 clusters Score -1.933584e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 154774 members 
Entering Unmasked Estep 
Score: -19335616.000000 Penalty: 3926.368164
	Iteration 19Q: 3 clusters Score -1.933562e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -19335446.000000 Penalty: 3926.368164
	Iteration 20F: 3 clusters Score -1.933545e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 153852 members 
Entering Unmasked Estep 
Score: -19335314.000000 Penalty: 3926.368164
	Iteration 21Q: 3 clusters Score -1.933531e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 153320 members 
Entering Unmasked Estep 
Score: -19335172.000000 Penalty: 3926.368164
	Iteration 22Q: 3 clusters Score -1.933517e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 152767 members 
Entering Unmasked Estep 
Score: -19335062.000000 Penalty: 3926.368164
	Iteration 23Q: 3 clusters Score -1.933506e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 152133 members 
Entering Unmasked Estep 
Score: -19334856.000000 Penalty: 3926.368164
	Iteration 24Q: 3 clusters Score -1.933486e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 151394 members 
Entering Unmasked Estep 
Score: -19334654.000000 Penalty: 3926.368164
	Iteration 25Q: 3 clusters Score -1.933465e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 150650 members 
Entering Unmasked Estep 
Score: -19334548.000000 Penalty: 3926.368164
	Iteration 26Q: 3 clusters Score -1.933455e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 149892 members 
Entering Unmasked Estep 
Score: -19334290.000000 Penalty: 3926.368164
	Iteration 27Q: 3 clusters Score -1.933429e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 149061 members 
Entering Unmasked Estep 
Score: -19334036.000000 Penalty: 3926.368164
	Iteration 28Q: 3 clusters Score -1.933404e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -19333734.000000 Penalty: 3926.368164
	Iteration 29Q: 3 clusters Score -1.933373e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 147243 members 
Entering Unmasked Estep 
Score: -19333508.000000 Penalty: 3926.368164
	Iteration 30Q: 3 clusters Score -1.933351e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 146240 members 
Entering Unmasked Estep 
Score: -19333436.000000 Penalty: 3926.368164
	Iteration 31Q: 3 clusters Score -1.933344e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 145228 members 
Entering Unmasked Estep 
Score: -19333180.000000 Penalty: 3926.368164
	Iteration 32Q: 3 clusters Score -1.933318e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 144179 members 
Entering Unmasked Estep 
Score: -19333014.000000 Penalty: 3926.368164
	Iteration 33Q: 3 clusters Score -1.933301e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 143035 members 
Entering Unmasked Estep 
Score: -19332760.000000 Penalty: 3926.368164
	Iteration 34Q: 3 clusters Score -1.933276e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 141782 members 
Entering Unmasked Estep 
Score: -19332492.000000 Penalty: 3926.368164
	Iteration 35Q: 3 clusters Score -1.933249e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 140464 members 
Entering Unmasked Estep 
Score: -19332262.000000 Penalty: 3926.368164
	Iteration 36Q: 3 clusters Score -1.933226e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 139034 members 
Entering Unmasked Estep 
Score: -19331978.000000 Penalty: 3926.368164
	Iteration 37Q: 3 clusters Score -1.933198e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 137531 members 
Entering Unmasked Estep 
Score: -19331740.000000 Penalty: 3926.368164
	Iteration 38Q: 3 clusters Score -1.933174e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 135953 members 
Entering Unmasked Estep 
Score: -19331442.000000 Penalty: 3926.368164
	Iteration 39Q: 3 clusters Score -1.933144e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 134336 members 
Entering Unmasked Estep 
Score: -19331204.000000 Penalty: 3926.368164
	Iteration 40F: 3 clusters Score -1.93312e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 132630 members 
Entering Unmasked Estep 
Score: -19330898.000000 Penalty: 3926.368164
	Iteration 41Q: 3 clusters Score -1.93309e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 130863 members 
Entering Unmasked Estep 
Score: -19330750.000000 Penalty: 3926.368164
	Iteration 42Q: 3 clusters Score -1.933075e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 129135 members 
Entering Unmasked Estep 
Score: -19330586.000000 Penalty: 3926.368164
	Iteration 43Q: 3 clusters Score -1.933059e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -19330630.000000 Penalty: 3926.368164
	Iteration 44Q: 3 clusters Score -1.933063e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -19330596.000000 Penalty: 3926.368164
	Iteration 45Q: 3 clusters Score -1.93306e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 124263 members 
Entering Unmasked Estep 
Score: -19330742.000000 Penalty: 3926.368164
	Iteration 46Q: 3 clusters Score -1.933074e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 122804 members 
Entering Unmasked Estep 
Score: -19330788.000000 Penalty: 3926.368164
	Iteration 47Q: 3 clusters Score -1.933079e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 121376 members 
Entering Unmasked Estep 
Score: -19330828.000000 Penalty: 3926.368164
	Iteration 48Q: 3 clusters Score -1.933083e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 120049 members 
Entering Unmasked Estep 
Score: -19330878.000000 Penalty: 3926.368164
	Iteration 49Q: 3 clusters Score -1.933088e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 118729 members 
Entering Unmasked Estep 
Score: -19330898.000000 Penalty: 3926.368164
	Iteration 50Q: 3 clusters Score -1.93309e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -19331108.000000 Penalty: 3926.368164
	Iteration 51Q: 3 clusters Score -1.933111e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 115979 members 
Entering Unmasked Estep 
Score: -19331242.000000 Penalty: 3926.368164
	Iteration 52Q: 3 clusters Score -1.933124e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 114644 members 
Entering Unmasked Estep 
Score: -19331408.000000 Penalty: 3926.368164
	Iteration 53Q: 3 clusters Score -1.933141e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -19331458.000000 Penalty: 3926.368164
	Iteration 54Q: 3 clusters Score -1.933146e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 112041 members 
Entering Unmasked Estep 
Score: -19331500.000000 Penalty: 3926.368164
	Iteration 55Q: 3 clusters Score -1.93315e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 110786 members 
Entering Unmasked Estep 
Score: -19331512.000000 Penalty: 3926.368164
	Iteration 56Q: 3 clusters Score -1.933151e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -19331482.000000 Penalty: 3926.368164
	Iteration 57Q: 3 clusters Score -1.933148e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 108243 members 
Entering Unmasked Estep 
Score: -19331476.000000 Penalty: 3926.368164
	Iteration 58Q: 3 clusters Score -1.933148e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 107009 members 
Entering Unmasked Estep 
Score: -19331526.000000 Penalty: 3926.368164
	Iteration 59Q: 3 clusters Score -1.933153e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 105758 members 
Entering Unmasked Estep 
Score: -19331568.000000 Penalty: 3926.368164
	Iteration 60F: 3 clusters Score -1.933157e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -19331644.000000 Penalty: 3926.368164
	Iteration 61Q: 3 clusters Score -1.933164e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 103097 members 
Entering Unmasked Estep 
Score: -19331544.000000 Penalty: 3926.368164
	Iteration 62Q: 3 clusters Score -1.933154e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74787 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
Score: -19331510.000000 Penalty: 3926.368164
	Iteration 63Q: 3 clusters Score -1.933151e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -19331464.000000 Penalty: 3926.368164
	Iteration 64Q: 3 clusters Score -1.933146e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -19331440.000000 Penalty: 3926.368164
	Iteration 65Q: 3 clusters Score -1.933144e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -19331434.000000 Penalty: 3926.368164
	Iteration 66Q: 3 clusters Score -1.933143e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 95537 members 
Entering Unmasked Estep 
Score: -19331552.000000 Penalty: 3926.368164
	Iteration 67Q: 3 clusters Score -1.933155e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 94019 members 
Entering Unmasked Estep 
Score: -19331598.000000 Penalty: 3926.368164
	Iteration 68Q: 3 clusters Score -1.93316e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84054 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -19331644.000000 Penalty: 3926.368164
	Iteration 69Q: 3 clusters Score -1.933164e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
Score: -19331632.000000 Penalty: 3926.368164
	Iteration 70Q: 3 clusters Score -1.933163e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -19331702.000000 Penalty: 3926.368164
	Iteration 71Q: 3 clusters Score -1.93317e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -19331312.000000 Penalty: 3926.368164
	Iteration 72Q: 3 clusters Score -1.933131e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -19330564.000000 Penalty: 3926.368164
	Iteration 73Q: 3 clusters Score -1.933056e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -19329352.000000 Penalty: 3926.368164
	Iteration 74Q: 3 clusters Score -1.932935e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103931 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -19327388.000000 Penalty: 3926.368164
	Iteration 75Q: 3 clusters Score -1.932739e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -19325420.000000 Penalty: 3926.368164
	Iteration 76F: 3 clusters Score -1.932542e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -19325710.000000 Penalty: 3926.368164
	Iteration 77F: 3 clusters Score -1.932571e+07 nChanged 14669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141485 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -19330294.000000 Penalty: 3926.368164
	Iteration 78F: 3 clusters Score -1.933029e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -19336648.000000 Penalty: 3926.368164
	Iteration 79F: 3 clusters Score -1.933665e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165378 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -19341136.000000 Penalty: 3926.368164
	Iteration 80F: 3 clusters Score -1.934114e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170601 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -19343458.000000 Penalty: 3926.368164
	Iteration 81Q: 3 clusters Score -1.934346e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173171 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -19344426.000000 Penalty: 3926.368164
	Iteration 82Q: 3 clusters Score -1.934443e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174417 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -19344798.000000 Penalty: 3926.368164
	Iteration 83Q: 3 clusters Score -1.93448e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175070 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -19344988.000000 Penalty: 3926.368164
	Iteration 84Q: 3 clusters Score -1.934499e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175430 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -19345138.000000 Penalty: 3926.368164
	Iteration 85Q: 3 clusters Score -1.934514e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175619 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19345094.000000 Penalty: 3926.368164
	Iteration 86Q: 3 clusters Score -1.934509e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175732 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19345174.000000 Penalty: 3926.368164
	Iteration 87Q: 3 clusters Score -1.934517e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175818 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -19345200.000000 Penalty: 3926.368164
	Iteration 88Q: 3 clusters Score -1.93452e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175874 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -19345220.000000 Penalty: 3926.368164
	Iteration 89Q: 3 clusters Score -1.934522e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175907 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -19345234.000000 Penalty: 3926.368164
	Iteration 90Q: 3 clusters Score -1.934523e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175934 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -19345220.000000 Penalty: 3926.368164
	Iteration 91Q: 3 clusters Score -1.934522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175953 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -19345216.000000 Penalty: 3926.368164
	Iteration 92Q: 3 clusters Score -1.934522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175960 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -19345210.000000 Penalty: 3926.368164
	Iteration 93Q: 3 clusters Score -1.934521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175971 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19345218.000000 Penalty: 3926.368164
	Iteration 94Q: 3 clusters Score -1.934522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175985 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -19345232.000000 Penalty: 3926.368164
	Iteration 95Q: 3 clusters Score -1.934523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175999 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -19345214.000000 Penalty: 3926.368164
	Iteration 96Q: 3 clusters Score -1.934521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176006 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -19345228.000000 Penalty: 3926.368164
	Iteration 97Q: 3 clusters Score -1.934523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -19345230.000000 Penalty: 3926.368164
	Iteration 98Q: 3 clusters Score -1.934523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176017 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -19345230.000000 Penalty: 3926.368164
	Iteration 99Q: 3 clusters Score -1.934523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176018 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -19345234.000000 Penalty: 3926.368164
	Iteration 100F: 3 clusters Score -1.934523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176020 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -19345236.000000 Penalty: 3926.368164
	Iteration 101Q: 3 clusters Score -1.934524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176025 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19345222.000000 Penalty: 3926.368164
	Iteration 102Q: 3 clusters Score -1.934522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176023 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -19345238.000000 Penalty: 3926.368164
	Iteration 103Q: 3 clusters Score -1.934524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176024 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19345248.000000 Penalty: 3926.368164
	Iteration 104Q: 3 clusters Score -1.934525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176025 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19345254.000000 Penalty: 3926.368164
	Iteration 105Q: 3 clusters Score -1.934525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176026 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19345242.000000 Penalty: 3926.368164
	Iteration 106Q: 3 clusters Score -1.934524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176026 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19345244.000000 Penalty: 3926.368164
	Iteration 107Q: 3 clusters Score -1.934524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176026 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19345254.000000 Penalty: 3926.368164
	Iteration 108Q: 3 clusters Score -1.934525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176029 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -19345246.000000 Penalty: 3926.368164
	Iteration 109Q: 3 clusters Score -1.934525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176030 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -19345254.000000 Penalty: 3926.368164
	Iteration 110Q: 3 clusters Score -1.934525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176032 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -19345250.000000 Penalty: 3926.368164
	Iteration 111Q: 3 clusters Score -1.934525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176032 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -19345250.000000 Penalty: 3926.368164
	Iteration 112F: 3 clusters Score -1.934525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Entering Unmasked Estep 
Score: -1247815.750000 Penalty: 1521.190430
	Iteration 0F: 2 clusters Score -1247816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1239597.250000 Penalty: 3042.380859
	Iteration 0F: 3 clusters Score -1239597 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1242249.250000 Penalty: 3042.380859
	Iteration 1F: 3 clusters Score -1242249 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1242475.375000 Penalty: 3042.380859
	Iteration 2F: 3 clusters Score -1242475 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1242649.875000 Penalty: 3042.380859
	Iteration 3Q: 3 clusters Score -1242650 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1242828.875000 Penalty: 3042.380859
	Iteration 4Q: 3 clusters Score -1242829 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1242985.375000 Penalty: 3042.380859
	Iteration 5Q: 3 clusters Score -1242985 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1243155.750000 Penalty: 3042.380859
	Iteration 6Q: 3 clusters Score -1243156 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1243338.250000 Penalty: 3042.380859
	Iteration 7Q: 3 clusters Score -1243338 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1243532.375000 Penalty: 3042.380859
	Iteration 8Q: 3 clusters Score -1243532 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1243739.125000 Penalty: 3042.380859
	Iteration 9Q: 3 clusters Score -1243739 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1243968.000000 Penalty: 3042.380859
	Iteration 10Q: 3 clusters Score -1243968 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1244243.125000 Penalty: 3042.380859
	Iteration 11Q: 3 clusters Score -1244243 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1244565.500000 Penalty: 3042.380859
	Iteration 12Q: 3 clusters Score -1244566 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1244866.500000 Penalty: 3042.380859
	Iteration 13Q: 3 clusters Score -1244866 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1245126.250000 Penalty: 3042.380859
	Iteration 14Q: 3 clusters Score -1245126 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1245319.750000 Penalty: 3042.380859
	Iteration 15Q: 3 clusters Score -1245320 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1245477.250000 Penalty: 3042.380859
	Iteration 16Q: 3 clusters Score -1245477 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1245601.875000 Penalty: 3042.380859
	Iteration 17Q: 3 clusters Score -1245602 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1245702.750000 Penalty: 3042.380859
	Iteration 18Q: 3 clusters Score -1245703 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1245773.625000 Penalty: 3042.380859
	Iteration 19Q: 3 clusters Score -1245774 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1245837.625000 Penalty: 3042.380859
	Iteration 20F: 3 clusters Score -1245838 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1245910.625000 Penalty: 3042.380859
	Iteration 21Q: 3 clusters Score -1245911 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1245980.250000 Penalty: 3042.380859
	Iteration 22Q: 3 clusters Score -1245980 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1246041.125000 Penalty: 3042.380859
	Iteration 23Q: 3 clusters Score -1246041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1246112.625000 Penalty: 3042.380859
	Iteration 24Q: 3 clusters Score -1246113 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1246177.625000 Penalty: 3042.380859
	Iteration 25Q: 3 clusters Score -1246178 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1246235.250000 Penalty: 3042.380859
	Iteration 26Q: 3 clusters Score -1246235 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1246293.500000 Penalty: 3042.380859
	Iteration 27Q: 3 clusters Score -1246294 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1246338.000000 Penalty: 3042.380859
	Iteration 28Q: 3 clusters Score -1246338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1246357.125000 Penalty: 3042.380859
	Iteration 29Q: 3 clusters Score -1246357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1246375.625000 Penalty: 3042.380859
	Iteration 30Q: 3 clusters Score -1246376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1246392.750000 Penalty: 3042.380859
	Iteration 31Q: 3 clusters Score -1246393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1246410.000000 Penalty: 3042.380859
	Iteration 32Q: 3 clusters Score -1246410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1246421.875000 Penalty: 3042.380859
	Iteration 33Q: 3 clusters Score -1246422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1246434.750000 Penalty: 3042.380859
	Iteration 34Q: 3 clusters Score -1246435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1246445.875000 Penalty: 3042.380859
	Iteration 35Q: 3 clusters Score -1246446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1246458.750000 Penalty: 3042.380859
	Iteration 36Q: 3 clusters Score -1246459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1246475.500000 Penalty: 3042.380859
	Iteration 37Q: 3 clusters Score -1246476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1246479.000000 Penalty: 3042.380859
	Iteration 38Q: 3 clusters Score -1246479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1246487.250000 Penalty: 3042.380859
	Iteration 39Q: 3 clusters Score -1246487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1246491.000000 Penalty: 3042.380859
	Iteration 40F: 3 clusters Score -1246491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1246499.375000 Penalty: 3042.380859
	Iteration 41Q: 3 clusters Score -1246499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1246508.750000 Penalty: 3042.380859
	Iteration 42Q: 3 clusters Score -1246509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1246513.250000 Penalty: 3042.380859
	Iteration 43Q: 3 clusters Score -1246513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1246516.500000 Penalty: 3042.380859
	Iteration 44Q: 3 clusters Score -1246516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1246517.125000 Penalty: 3042.380859
	Iteration 45Q: 3 clusters Score -1246517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1246518.875000 Penalty: 3042.380859
	Iteration 46Q: 3 clusters Score -1246519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1246518.500000 Penalty: 3042.380859
	Iteration 47Q: 3 clusters Score -1246518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1246518.750000 Penalty: 3042.380859
	Iteration 48Q: 3 clusters Score -1246519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1246518.750000 Penalty: 3042.380859
	Iteration 49F: 3 clusters Score -1246519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66679 members 
Mstep: Class 15 contains 26904 members 
Mstep: Class 16 contains 8080 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176510 members 
Mstep: Class 20 contains 11628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700908.000000 Penalty: 39716.023438
Iteration 119Q: 20 clusters Score -4.170091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8335 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4117 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66678 members 
Mstep: Class 15 contains 26908 members 
Mstep: Class 16 contains 8082 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176502 members 
Mstep: Class 20 contains 11635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700896.000000 Penalty: 39716.023438
Iteration 120F: 20 clusters Score -4.17009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66677 members 
Mstep: Class 15 contains 26908 members 
Mstep: Class 16 contains 8086 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176498 members 
Mstep: Class 20 contains 11641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700904.000000 Penalty: 39716.023438
Iteration 121Q: 20 clusters Score -4.17009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 17630 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66677 members 
Mstep: Class 15 contains 26908 members 
Mstep: Class 16 contains 8088 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176488 members 
Mstep: Class 20 contains 11649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700920.000000 Penalty: 39716.023438
Iteration 122Q: 20 clusters Score -4.170092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 17630 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66677 members 
Mstep: Class 15 contains 26905 members 
Mstep: Class 16 contains 8088 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 176479 members 
Mstep: Class 20 contains 11659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700916.000000 Penalty: 39716.023438
Iteration 123Q: 20 clusters Score -4.170092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 17630 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66677 members 
Mstep: Class 15 contains 26906 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 176473 members 
Mstep: Class 20 contains 11664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700908.000000 Penalty: 39716.023438
Iteration 124Q: 20 clusters Score -4.170091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 17630 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66676 members 
Mstep: Class 15 contains 26910 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12136 members 
Mstep: Class 19 contains 176467 members 
Mstep: Class 20 contains 11670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700916.000000 Penalty: 39716.023438
Iteration 125Q: 20 clusters Score -4.170092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66673 members 
Mstep: Class 15 contains 26912 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12134 members 
Mstep: Class 19 contains 176467 members 
Mstep: Class 20 contains 11672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700892.000000 Penalty: 39716.023438
Iteration 126Q: 20 clusters Score -4.170089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66667 members 
Mstep: Class 15 contains 26914 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12133 members 
Mstep: Class 19 contains 176470 members 
Mstep: Class 20 contains 11675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700900.000000 Penalty: 39716.023438
Iteration 127Q: 20 clusters Score -4.17009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11865 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66666 members 
Mstep: Class 15 contains 26917 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 176468 members 
Mstep: Class 20 contains 11677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700928.000000 Penalty: 39716.023438
Iteration 128Q: 20 clusters Score -4.170093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66665 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 176464 members 
Mstep: Class 20 contains 11682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700956.000000 Penalty: 39716.023438
Iteration 129Q: 20 clusters Score -4.170096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66663 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 176463 members 
Mstep: Class 20 contains 11684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700968.000000 Penalty: 39716.023438
Iteration 130Q: 20 clusters Score -4.170097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66662 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 176463 members 
Mstep: Class 20 contains 11686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700976.000000 Penalty: 39716.023438
Iteration 131Q: 20 clusters Score -4.170098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66660 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 176463 members 
Mstep: Class 20 contains 11688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700972.000000 Penalty: 39716.023438
Iteration 132Q: 20 clusters Score -4.170097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66659 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 176464 members 
Mstep: Class 20 contains 11688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700972.000000 Penalty: 39716.023438
Iteration 133Q: 20 clusters Score -4.170097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66659 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 176464 members 
Mstep: Class 20 contains 11688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700972.000000 Penalty: 39716.023438
Iteration 134F: 20 clusters Score -4.170097e+07 nChanged 0
Entering ConstructFrom: 
Score: -41700972.000000 Penalty: 39716.023438
Entering ConstructFrom: 
Trying to split cluster 1 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -44441.593750 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -44441.59 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 254 members 
Entering Unmasked Estep 
Score: -43447.648438 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -43447.65 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43768.343750 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -43768.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44046.972656 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -44046.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44144.902344 Penalty: 2021.691772
	Iteration 3F: 3 clusters Score -44144.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44219.058594 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -44219.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44268.675781 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -44268.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44285.023438 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -44285.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44295.003906 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -44295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44331.023438 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -44331.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44366.175781 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -44366.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44373.757812 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -44373.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44375.906250 Penalty: 2021.691772
	Iteration 11Q: 3 clusters Score -44375.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44381.605469 Penalty: 2021.691772
	Iteration 12Q: 3 clusters Score -44381.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44383.464844 Penalty: 2021.691772
	Iteration 13Q: 3 clusters Score -44383.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44383.464844 Penalty: 2021.691772
	Iteration 14F: 3 clusters Score -44383.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Entering Unmasked Estep 
Score: -901902.187500 Penalty: 1467.007568
	Iteration 0F: 2 clusters Score -901902.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -895811.312500 Penalty: 2934.015137
	Iteration 0F: 3 clusters Score -895811.3 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -897766.937500 Penalty: 2934.015137
	Iteration 1F: 3 clusters Score -897766.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -898130.187500 Penalty: 2934.015137
	Iteration 2F: 3 clusters Score -898130.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -898553.125000 Penalty: 2934.015137
	Iteration 3F: 3 clusters Score -898553.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -899085.250000 Penalty: 2934.015137
	Iteration 4F: 3 clusters Score -899085.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -899640.562500 Penalty: 2934.015137
	Iteration 5F: 3 clusters Score -899640.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -900034.562500 Penalty: 2934.015137
	Iteration 6F: 3 clusters Score -900034.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -900286.000000 Penalty: 2934.015137
	Iteration 7F: 3 clusters Score -900286 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -900444.500000 Penalty: 2934.015137
	Iteration 8Q: 3 clusters Score -900444.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -900559.062500 Penalty: 2934.015137
	Iteration 9Q: 3 clusters Score -900559.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -900658.375000 Penalty: 2934.015137
	Iteration 10Q: 3 clusters Score -900658.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -900748.187500 Penalty: 2934.015137
	Iteration 11Q: 3 clusters Score -900748.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -900829.562500 Penalty: 2934.015137
	Iteration 12Q: 3 clusters Score -900829.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -900901.812500 Penalty: 2934.015137
	Iteration 13Q: 3 clusters Score -900901.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -900967.437500 Penalty: 2934.015137
	Iteration 14Q: 3 clusters Score -900967.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -901026.562500 Penalty: 2934.015137
	Iteration 15Q: 3 clusters Score -901026.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -901079.875000 Penalty: 2934.015137
	Iteration 16Q: 3 clusters Score -901079.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -901121.000000 Penalty: 2934.015137
	Iteration 17Q: 3 clusters Score -901121 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -901159.187500 Penalty: 2934.015137
	Iteration 18Q: 3 clusters Score -901159.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -901193.187500 Penalty: 2934.015137
	Iteration 19Q: 3 clusters Score -901193.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -901235.250000 Penalty: 2934.015137
	Iteration 20F: 3 clusters Score -901235.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -901269.500000 Penalty: 2934.015137
	Iteration 21Q: 3 clusters Score -901269.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -901302.500000 Penalty: 2934.015137
	Iteration 22Q: 3 clusters Score -901302.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -901338.562500 Penalty: 2934.015137
	Iteration 23Q: 3 clusters Score -901338.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -901366.062500 Penalty: 2934.015137
	Iteration 24Q: 3 clusters Score -901366.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -901384.500000 Penalty: 2934.015137
	Iteration 25Q: 3 clusters Score -901384.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -901395.062500 Penalty: 2934.015137
	Iteration 26Q: 3 clusters Score -901395.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -901407.875000 Penalty: 2934.015137
	Iteration 27Q: 3 clusters Score -901407.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -901415.000000 Penalty: 2934.015137
	Iteration 28Q: 3 clusters Score -901415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -901424.125000 Penalty: 2934.015137
	Iteration 29Q: 3 clusters Score -901424.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -901426.625000 Penalty: 2934.015137
	Iteration 30Q: 3 clusters Score -901426.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -901430.750000 Penalty: 2934.015137
	Iteration 31Q: 3 clusters Score -901430.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -901431.250000 Penalty: 2934.015137
	Iteration 32Q: 3 clusters Score -901431.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -901434.750000 Penalty: 2934.015137
	Iteration 33Q: 3 clusters Score -901434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -901438.187500 Penalty: 2934.015137
	Iteration 34Q: 3 clusters Score -901438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -901438.500000 Penalty: 2934.015137
	Iteration 35Q: 3 clusters Score -901438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -901438.687500 Penalty: 2934.015137
	Iteration 36Q: 3 clusters Score -901438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -901440.875000 Penalty: 2934.015137
	Iteration 37Q: 3 clusters Score -901440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -901439.000000 Penalty: 2934.015137
	Iteration 38Q: 3 clusters Score -901439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -901442.375000 Penalty: 2934.015137
	Iteration 39Q: 3 clusters Score -901442.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -901443.750000 Penalty: 2934.015137
	Iteration 40F: 3 clusters Score -901443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -901444.000000 Penalty: 2934.015137
	Iteration 41Q: 3 clusters Score -901444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -901446.500000 Penalty: 2934.015137
	Iteration 42Q: 3 clusters Score -901446.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -901450.375000 Penalty: 2934.015137
	Iteration 43Q: 3 clusters Score -901450.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -901451.125000 Penalty: 2934.015137
	Iteration 44Q: 3 clusters Score -901451.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -901456.062500 Penalty: 2934.015137
	Iteration 45Q: 3 clusters Score -901456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -901458.750000 Penalty: 2934.015137
	Iteration 46Q: 3 clusters Score -901458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -901460.187500 Penalty: 2934.015137
	Iteration 47Q: 3 clusters Score -901460.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -901462.625000 Penalty: 2934.015137
	Iteration 48Q: 3 clusters Score -901462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -901465.250000 Penalty: 2934.015137
	Iteration 49Q: 3 clusters Score -901465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -901466.062500 Penalty: 2934.015137
	Iteration 50Q: 3 clusters Score -901466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -901468.187500 Penalty: 2934.015137
	Iteration 51Q: 3 clusters Score -901468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -901469.500000 Penalty: 2934.015137
	Iteration 52Q: 3 clusters Score -901469.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -901469.312500 Penalty: 2934.015137
	Iteration 53Q: 3 clusters Score -901469.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -901470.250000 Penalty: 2934.015137
	Iteration 54Q: 3 clusters Score -901470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -901471.562500 Penalty: 2934.015137
	Iteration 55Q: 3 clusters Score -901471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -901471.562500 Penalty: 2934.015137
	Iteration 56Q: 3 clusters Score -901471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -901471.562500 Penalty: 2934.015137
	Iteration 57F: 3 clusters Score -901471.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -476578.250000 Penalty: 1359.043091
	Iteration 0F: 2 clusters Score -476578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -473115.750000 Penalty: 2718.086182
	Iteration 0F: 3 clusters Score -473115.8 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -474057.093750 Penalty: 2718.086182
	Iteration 1F: 3 clusters Score -474057.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -474307.375000 Penalty: 2718.086182
	Iteration 2F: 3 clusters Score -474307.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -474509.343750 Penalty: 2718.086182
	Iteration 3F: 3 clusters Score -474509.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -474684.281250 Penalty: 2718.086182
	Iteration 4F: 3 clusters Score -474684.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -474869.468750 Penalty: 2718.086182
	Iteration 5F: 3 clusters Score -474869.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -475044.406250 Penalty: 2718.086182
	Iteration 6Q: 3 clusters Score -475044.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -475227.375000 Penalty: 2718.086182
	Iteration 7Q: 3 clusters Score -475227.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -475353.468750 Penalty: 2718.086182
	Iteration 8Q: 3 clusters Score -475353.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -475441.687500 Penalty: 2718.086182
	Iteration 9Q: 3 clusters Score -475441.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -475496.062500 Penalty: 2718.086182
	Iteration 10Q: 3 clusters Score -475496.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -475527.281250 Penalty: 2718.086182
	Iteration 11Q: 3 clusters Score -475527.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -475544.031250 Penalty: 2718.086182
	Iteration 12Q: 3 clusters Score -475544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -475553.687500 Penalty: 2718.086182
	Iteration 13Q: 3 clusters Score -475553.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -475558.593750 Penalty: 2718.086182
	Iteration 14Q: 3 clusters Score -475558.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -475562.031250 Penalty: 2718.086182
	Iteration 15Q: 3 clusters Score -475562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -475564.093750 Penalty: 2718.086182
	Iteration 16Q: 3 clusters Score -475564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -475567.093750 Penalty: 2718.086182
	Iteration 17Q: 3 clusters Score -475567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -475567.187500 Penalty: 2718.086182
	Iteration 18Q: 3 clusters Score -475567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -475567.187500 Penalty: 2718.086182
	Iteration 19F: 3 clusters Score -475567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -397215.031250 Penalty: 1329.347656
	Iteration 0F: 2 clusters Score -397215 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 1839 members 
Entering Unmasked Estep 
Score: -394095.218750 Penalty: 2658.695312
	Iteration 0F: 3 clusters Score -394095.2 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -394847.625000 Penalty: 2658.695312
	Iteration 1F: 3 clusters Score -394847.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -395027.937500 Penalty: 2658.695312
	Iteration 2F: 3 clusters Score -395027.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -395157.781250 Penalty: 2658.695312
	Iteration 3F: 3 clusters Score -395157.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -395280.812500 Penalty: 2658.695312
	Iteration 4Q: 3 clusters Score -395280.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -395396.218750 Penalty: 2658.695312
	Iteration 5Q: 3 clusters Score -395396.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -395520.437500 Penalty: 2658.695312
	Iteration 6Q: 3 clusters Score -395520.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -395635.687500 Penalty: 2658.695312
	Iteration 7Q: 3 clusters Score -395635.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -395724.875000 Penalty: 2658.695312
	Iteration 8Q: 3 clusters Score -395724.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -395814.218750 Penalty: 2658.695312
	Iteration 9Q: 3 clusters Score -395814.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -395911.593750 Penalty: 2658.695312
	Iteration 10Q: 3 clusters Score -395911.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -395976.437500 Penalty: 2658.695312
	Iteration 11Q: 3 clusters Score -395976.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -396029.093750 Penalty: 2658.695312
	Iteration 12Q: 3 clusters Score -396029.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -396068.187500 Penalty: 2658.695312
	Iteration 13Q: 3 clusters Score -396068.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -396101.687500 Penalty: 2658.695312
	Iteration 14Q: 3 clusters Score -396101.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -396122.937500 Penalty: 2658.695312
	Iteration 15Q: 3 clusters Score -396122.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -396134.625000 Penalty: 2658.695312
	Iteration 16Q: 3 clusters Score -396134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -396139.468750 Penalty: 2658.695312
	Iteration 17Q: 3 clusters Score -396139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -396142.812500 Penalty: 2658.695312
	Iteration 18Q: 3 clusters Score -396142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -396144.750000 Penalty: 2658.695312
	Iteration 19Q: 3 clusters Score -396144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -396146.093750 Penalty: 2658.695312
	Iteration 20F: 3 clusters Score -396146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -396146.437500 Penalty: 2658.695312
	Iteration 21Q: 3 clusters Score -396146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -396147.000000 Penalty: 2658.695312
	Iteration 22Q: 3 clusters Score -396147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -396147.656250 Penalty: 2658.695312
	Iteration 23Q: 3 clusters Score -396147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -396148.375000 Penalty: 2658.695312
	Iteration 24Q: 3 clusters Score -396148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -396150.500000 Penalty: 2658.695312
	Iteration 25Q: 3 clusters Score -396150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -396152.437500 Penalty: 2658.695312
	Iteration 26Q: 3 clusters Score -396152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -396153.968750 Penalty: 2658.695312
	Iteration 27Q: 3 clusters Score -396154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -396154.218750 Penalty: 2658.695312
	Iteration 28Q: 3 clusters Score -396154.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -396154.218750 Penalty: 2658.695312
	Iteration 29F: 3 clusters Score -396154.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Entering Unmasked Estep 
Score: -482842.125000 Penalty: 1376.255249
	Iteration 0F: 2 clusters Score -482842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -479032.281250 Penalty: 2752.510498
	Iteration 0F: 3 clusters Score -479032.3 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -480119.968750 Penalty: 2752.510498
	Iteration 1F: 3 clusters Score -480120 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -480335.062500 Penalty: 2752.510498
	Iteration 2F: 3 clusters Score -480335.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -480504.250000 Penalty: 2752.510498
	Iteration 3F: 3 clusters Score -480504.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -480643.093750 Penalty: 2752.510498
	Iteration 4F: 3 clusters Score -480643.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -480791.812500 Penalty: 2752.510498
	Iteration 5F: 3 clusters Score -480791.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -480928.312500 Penalty: 2752.510498
	Iteration 6Q: 3 clusters Score -480928.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -481061.937500 Penalty: 2752.510498
	Iteration 7Q: 3 clusters Score -481061.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -481158.156250 Penalty: 2752.510498
	Iteration 8Q: 3 clusters Score -481158.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -481246.125000 Penalty: 2752.510498
	Iteration 9Q: 3 clusters Score -481246.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -481322.593750 Penalty: 2752.510498
	Iteration 10Q: 3 clusters Score -481322.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -481395.718750 Penalty: 2752.510498
	Iteration 11Q: 3 clusters Score -481395.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -481468.093750 Penalty: 2752.510498
	Iteration 12Q: 3 clusters Score -481468.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -481545.843750 Penalty: 2752.510498
	Iteration 13Q: 3 clusters Score -481545.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -481630.875000 Penalty: 2752.510498
	Iteration 14Q: 3 clusters Score -481630.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -481721.281250 Penalty: 2752.510498
	Iteration 15Q: 3 clusters Score -481721.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -481804.625000 Penalty: 2752.510498
	Iteration 16Q: 3 clusters Score -481804.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -481884.125000 Penalty: 2752.510498
	Iteration 17Q: 3 clusters Score -481884.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -481955.062500 Penalty: 2752.510498
	Iteration 18Q: 3 clusters Score -481955.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -481995.218750 Penalty: 2752.510498
	Iteration 19Q: 3 clusters Score -481995.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -482032.812500 Penalty: 2752.510498
	Iteration 20F: 3 clusters Score -482032.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -482059.562500 Penalty: 2752.510498
	Iteration 21Q: 3 clusters Score -482059.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -482074.812500 Penalty: 2752.510498
	Iteration 22Q: 3 clusters Score -482074.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -482089.656250 Penalty: 2752.510498
	Iteration 23Q: 3 clusters Score -482089.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -482099.343750 Penalty: 2752.510498
	Iteration 24Q: 3 clusters Score -482099.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -482111.625000 Penalty: 2752.510498
	Iteration 25Q: 3 clusters Score -482111.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -482123.500000 Penalty: 2752.510498
	Iteration 26Q: 3 clusters Score -482123.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -482129.062500 Penalty: 2752.510498
	Iteration 27Q: 3 clusters Score -482129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -482136.750000 Penalty: 2752.510498
	Iteration 28Q: 3 clusters Score -482136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -482141.781250 Penalty: 2752.510498
	Iteration 29Q: 3 clusters Score -482141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -482145.000000 Penalty: 2752.510498
	Iteration 30Q: 3 clusters Score -482145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -482147.062500 Penalty: 2752.510498
	Iteration 31Q: 3 clusters Score -482147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -482147.312500 Penalty: 2752.510498
	Iteration 32Q: 3 clusters Score -482147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -482147.812500 Penalty: 2752.510498
	Iteration 33Q: 3 clusters Score -482147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -482148.656250 Penalty: 2752.510498
	Iteration 34Q: 3 clusters Score -482148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -482149.187500 Penalty: 2752.510498
	Iteration 35Q: 3 clusters Score -482149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -482149.562500 Penalty: 2752.510498
	Iteration 36Q: 3 clusters Score -482149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -482149.562500 Penalty: 2752.510498
	Iteration 37F: 3 clusters Score -482149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -198562.281250 Penalty: 1230.531738
	Iteration 0F: 2 clusters Score -198562.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -196486.750000 Penalty: 2461.063477
	Iteration 0F: 3 clusters Score -196486.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -196975.031250 Penalty: 2461.063477
	Iteration 1F: 3 clusters Score -196975 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -197142.625000 Penalty: 2461.063477
	Iteration 2F: 3 clusters Score -197142.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -197262.203125 Penalty: 2461.063477
	Iteration 3F: 3 clusters Score -197262.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -197384.484375 Penalty: 2461.063477
	Iteration 4F: 3 clusters Score -197384.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -197512.281250 Penalty: 2461.063477
	Iteration 5F: 3 clusters Score -197512.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -197598.140625 Penalty: 2461.063477
	Iteration 6Q: 3 clusters Score -197598.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -197652.296875 Penalty: 2461.063477
	Iteration 7Q: 3 clusters Score -197652.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -197687.187500 Penalty: 2461.063477
	Iteration 8Q: 3 clusters Score -197687.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -197707.515625 Penalty: 2461.063477
	Iteration 9Q: 3 clusters Score -197707.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -197725.390625 Penalty: 2461.063477
	Iteration 10Q: 3 clusters Score -197725.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -197741.578125 Penalty: 2461.063477
	Iteration 11Q: 3 clusters Score -197741.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -197755.515625 Penalty: 2461.063477
	Iteration 12Q: 3 clusters Score -197755.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -197766.421875 Penalty: 2461.063477
	Iteration 13Q: 3 clusters Score -197766.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -197785.625000 Penalty: 2461.063477
	Iteration 14Q: 3 clusters Score -197785.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -197800.984375 Penalty: 2461.063477
	Iteration 15Q: 3 clusters Score -197801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -197811.218750 Penalty: 2461.063477
	Iteration 16Q: 3 clusters Score -197811.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -197827.687500 Penalty: 2461.063477
	Iteration 17Q: 3 clusters Score -197827.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -197848.671875 Penalty: 2461.063477
	Iteration 18Q: 3 clusters Score -197848.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -197864.578125 Penalty: 2461.063477
	Iteration 19Q: 3 clusters Score -197864.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -197879.406250 Penalty: 2461.063477
	Iteration 20F: 3 clusters Score -197879.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -197892.328125 Penalty: 2461.063477
	Iteration 21Q: 3 clusters Score -197892.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -197909.187500 Penalty: 2461.063477
	Iteration 22Q: 3 clusters Score -197909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -197917.828125 Penalty: 2461.063477
	Iteration 23Q: 3 clusters Score -197917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -197925.671875 Penalty: 2461.063477
	Iteration 24Q: 3 clusters Score -197925.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -197928.656250 Penalty: 2461.063477
	Iteration 25Q: 3 clusters Score -197928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197929.687500 Penalty: 2461.063477
	Iteration 26Q: 3 clusters Score -197929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -197930.406250 Penalty: 2461.063477
	Iteration 27Q: 3 clusters Score -197930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -197932.828125 Penalty: 2461.063477
	Iteration 28Q: 3 clusters Score -197932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -197934.250000 Penalty: 2461.063477
	Iteration 29Q: 3 clusters Score -197934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -197936.015625 Penalty: 2461.063477
	Iteration 30Q: 3 clusters Score -197936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197938.671875 Penalty: 2461.063477
	Iteration 31Q: 3 clusters Score -197938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -197940.375000 Penalty: 2461.063477
	Iteration 32Q: 3 clusters Score -197940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197943.343750 Penalty: 2461.063477
	Iteration 33Q: 3 clusters Score -197943.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197947.593750 Penalty: 2461.063477
	Iteration 34Q: 3 clusters Score -197947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -197949.406250 Penalty: 2461.063477
	Iteration 35Q: 3 clusters Score -197949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -197951.718750 Penalty: 2461.063477
	Iteration 36Q: 3 clusters Score -197951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -197953.796875 Penalty: 2461.063477
	Iteration 37Q: 3 clusters Score -197953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197954.687500 Penalty: 2461.063477
	Iteration 38Q: 3 clusters Score -197954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197956.375000 Penalty: 2461.063477
	Iteration 39Q: 3 clusters Score -197956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197957.484375 Penalty: 2461.063477
	Iteration 40F: 3 clusters Score -197957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -197959.328125 Penalty: 2461.063477
	Iteration 41Q: 3 clusters Score -197959.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -197962.000000 Penalty: 2461.063477
	Iteration 42Q: 3 clusters Score -197962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -197964.421875 Penalty: 2461.063477
	Iteration 43Q: 3 clusters Score -197964.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -197965.531250 Penalty: 2461.063477
	Iteration 44Q: 3 clusters Score -197965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -197966.140625 Penalty: 2461.063477
	Iteration 45Q: 3 clusters Score -197966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -197966.140625 Penalty: 2461.063477
	Iteration 46F: 3 clusters Score -197966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Entering Unmasked Estep 
Score: -2063182.750000 Penalty: 1594.339111
	Iteration 0F: 2 clusters Score -2063183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2050571.875000 Penalty: 3188.678223
	Iteration 0F: 3 clusters Score -2050572 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2055049.375000 Penalty: 3188.678223
	Iteration 1F: 3 clusters Score -2055049 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2055343.375000 Penalty: 3188.678223
	Iteration 2Q: 3 clusters Score -2055343 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2055597.000000 Penalty: 3188.678223
	Iteration 3Q: 3 clusters Score -2055597 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2055819.875000 Penalty: 3188.678223
	Iteration 4Q: 3 clusters Score -2055820 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2056049.250000 Penalty: 3188.678223
	Iteration 5Q: 3 clusters Score -2056049 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2056296.750000 Penalty: 3188.678223
	Iteration 6Q: 3 clusters Score -2056297 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2056614.750000 Penalty: 3188.678223
	Iteration 7Q: 3 clusters Score -2056615 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2056995.750000 Penalty: 3188.678223
	Iteration 8Q: 3 clusters Score -2056996 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2057495.375000 Penalty: 3188.678223
	Iteration 9Q: 3 clusters Score -2057495 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2058073.250000 Penalty: 3188.678223
	Iteration 10Q: 3 clusters Score -2058073 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2058787.250000 Penalty: 3188.678223
	Iteration 11F: 3 clusters Score -2058787 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2059552.375000 Penalty: 3188.678223
	Iteration 12F: 3 clusters Score -2059552 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2060278.125000 Penalty: 3188.678223
	Iteration 13Q: 3 clusters Score -2060278 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2060855.875000 Penalty: 3188.678223
	Iteration 14Q: 3 clusters Score -2060856 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2061253.625000 Penalty: 3188.678223
	Iteration 15Q: 3 clusters Score -2061254 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2061475.500000 Penalty: 3188.678223
	Iteration 16Q: 3 clusters Score -2061476 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2061597.250000 Penalty: 3188.678223
	Iteration 17Q: 3 clusters Score -2061597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2061662.250000 Penalty: 3188.678223
	Iteration 18Q: 3 clusters Score -2061662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2061692.625000 Penalty: 3188.678223
	Iteration 19Q: 3 clusters Score -2061693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2061719.875000 Penalty: 3188.678223
	Iteration 20F: 3 clusters Score -2061720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2061754.500000 Penalty: 3188.678223
	Iteration 21Q: 3 clusters Score -2061754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2061767.500000 Penalty: 3188.678223
	Iteration 22Q: 3 clusters Score -2061768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2061775.250000 Penalty: 3188.678223
	Iteration 23Q: 3 clusters Score -2061775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2061785.625000 Penalty: 3188.678223
	Iteration 24Q: 3 clusters Score -2061786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2061788.500000 Penalty: 3188.678223
	Iteration 25Q: 3 clusters Score -2061788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2061794.750000 Penalty: 3188.678223
	Iteration 26Q: 3 clusters Score -2061795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2061799.875000 Penalty: 3188.678223
	Iteration 27Q: 3 clusters Score -2061800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2061803.250000 Penalty: 3188.678223
	Iteration 28Q: 3 clusters Score -2061803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2061803.000000 Penalty: 3188.678223
	Iteration 29Q: 3 clusters Score -2061803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2061803.000000 Penalty: 3188.678223
	Iteration 30F: 3 clusters Score -2061803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Entering Unmasked Estep 
Score: -425693.593750 Penalty: 1352.072754
	Iteration 0F: 2 clusters Score -425693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -422302.187500 Penalty: 2704.145508
	Iteration 0F: 3 clusters Score -422302.2 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -423403.000000 Penalty: 2704.145508
	Iteration 1F: 3 clusters Score -423403 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -423629.093750 Penalty: 2704.145508
	Iteration 2F: 3 clusters Score -423629.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -423767.125000 Penalty: 2704.145508
	Iteration 3F: 3 clusters Score -423767.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -423850.312500 Penalty: 2704.145508
	Iteration 4Q: 3 clusters Score -423850.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -423918.812500 Penalty: 2704.145508
	Iteration 5Q: 3 clusters Score -423918.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -423997.125000 Penalty: 2704.145508
	Iteration 6Q: 3 clusters Score -423997.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -424094.968750 Penalty: 2704.145508
	Iteration 7Q: 3 clusters Score -424095 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -424166.593750 Penalty: 2704.145508
	Iteration 8Q: 3 clusters Score -424166.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -424237.718750 Penalty: 2704.145508
	Iteration 9Q: 3 clusters Score -424237.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -424303.937500 Penalty: 2704.145508
	Iteration 10Q: 3 clusters Score -424303.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -424350.562500 Penalty: 2704.145508
	Iteration 11Q: 3 clusters Score -424350.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -424385.187500 Penalty: 2704.145508
	Iteration 12Q: 3 clusters Score -424385.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -424412.031250 Penalty: 2704.145508
	Iteration 13Q: 3 clusters Score -424412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -424433.531250 Penalty: 2704.145508
	Iteration 14Q: 3 clusters Score -424433.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -424451.687500 Penalty: 2704.145508
	Iteration 15Q: 3 clusters Score -424451.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -424472.250000 Penalty: 2704.145508
	Iteration 16Q: 3 clusters Score -424472.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -424489.437500 Penalty: 2704.145508
	Iteration 17Q: 3 clusters Score -424489.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -424503.937500 Penalty: 2704.145508
	Iteration 18Q: 3 clusters Score -424503.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -424519.843750 Penalty: 2704.145508
	Iteration 19Q: 3 clusters Score -424519.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -424532.468750 Penalty: 2704.145508
	Iteration 20F: 3 clusters Score -424532.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -424544.593750 Penalty: 2704.145508
	Iteration 21Q: 3 clusters Score -424544.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -424558.312500 Penalty: 2704.145508
	Iteration 22Q: 3 clusters Score -424558.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -424568.093750 Penalty: 2704.145508
	Iteration 23Q: 3 clusters Score -424568.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -424583.312500 Penalty: 2704.145508
	Iteration 24Q: 3 clusters Score -424583.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -424606.187500 Penalty: 2704.145508
	Iteration 25Q: 3 clusters Score -424606.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -424636.156250 Penalty: 2704.145508
	Iteration 26Q: 3 clusters Score -424636.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -424673.781250 Penalty: 2704.145508
	Iteration 27Q: 3 clusters Score -424673.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -424711.656250 Penalty: 2704.145508
	Iteration 28Q: 3 clusters Score -424711.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -424756.343750 Penalty: 2704.145508
	Iteration 29Q: 3 clusters Score -424756.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -424835.593750 Penalty: 2704.145508
	Iteration 30Q: 3 clusters Score -424835.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -424930.968750 Penalty: 2704.145508
	Iteration 31Q: 3 clusters Score -424931 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -425059.687500 Penalty: 2704.145508
	Iteration 32Q: 3 clusters Score -425059.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -425197.343750 Penalty: 2704.145508
	Iteration 33Q: 3 clusters Score -425197.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -425295.562500 Penalty: 2704.145508
	Iteration 34Q: 3 clusters Score -425295.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -425355.031250 Penalty: 2704.145508
	Iteration 35Q: 3 clusters Score -425355 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -425402.187500 Penalty: 2704.145508
	Iteration 36Q: 3 clusters Score -425402.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -425435.531250 Penalty: 2704.145508
	Iteration 37Q: 3 clusters Score -425435.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -425456.281250 Penalty: 2704.145508
	Iteration 38Q: 3 clusters Score -425456.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -425476.625000 Penalty: 2704.145508
	Iteration 39Q: 3 clusters Score -425476.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -425489.968750 Penalty: 2704.145508
	Iteration 40F: 3 clusters Score -425490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -425500.281250 Penalty: 2704.145508
	Iteration 41Q: 3 clusters Score -425500.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -425507.687500 Penalty: 2704.145508
	Iteration 42Q: 3 clusters Score -425507.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -425516.218750 Penalty: 2704.145508
	Iteration 43Q: 3 clusters Score -425516.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -425525.875000 Penalty: 2704.145508
	Iteration 44Q: 3 clusters Score -425525.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -425531.781250 Penalty: 2704.145508
	Iteration 45Q: 3 clusters Score -425531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -425535.718750 Penalty: 2704.145508
	Iteration 46Q: 3 clusters Score -425535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -425539.875000 Penalty: 2704.145508
	Iteration 47Q: 3 clusters Score -425539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -425541.937500 Penalty: 2704.145508
	Iteration 48Q: 3 clusters Score -425541.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -425543.437500 Penalty: 2704.145508
	Iteration 49Q: 3 clusters Score -425543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -425547.843750 Penalty: 2704.145508
	Iteration 50Q: 3 clusters Score -425547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -425550.218750 Penalty: 2704.145508
	Iteration 51Q: 3 clusters Score -425550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -425554.031250 Penalty: 2704.145508
	Iteration 52Q: 3 clusters Score -425554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -425556.250000 Penalty: 2704.145508
	Iteration 53Q: 3 clusters Score -425556.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -425558.062500 Penalty: 2704.145508
	Iteration 54Q: 3 clusters Score -425558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -425558.500000 Penalty: 2704.145508
	Iteration 55Q: 3 clusters Score -425558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -425561.593750 Penalty: 2704.145508
	Iteration 56Q: 3 clusters Score -425561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -425562.593750 Penalty: 2704.145508
	Iteration 57Q: 3 clusters Score -425562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -425563.281250 Penalty: 2704.145508
	Iteration 58Q: 3 clusters Score -425563.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -425563.281250 Penalty: 2704.145508
	Iteration 59F: 3 clusters Score -425563.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Entering Unmasked Estep 
Score: -1998520.125000 Penalty: 1588.829834
	Iteration 0F: 2 clusters Score -1998520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1986364.500000 Penalty: 3177.659668
	Iteration 0F: 3 clusters Score -1986364 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1990669.500000 Penalty: 3177.659668
	Iteration 1F: 3 clusters Score -1990670 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1990970.625000 Penalty: 3177.659668
	Iteration 2Q: 3 clusters Score -1990971 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1991273.125000 Penalty: 3177.659668
	Iteration 3Q: 3 clusters Score -1991273 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1991680.500000 Penalty: 3177.659668
	Iteration 4Q: 3 clusters Score -1991680 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1992210.625000 Penalty: 3177.659668
	Iteration 5F: 3 clusters Score -1992211 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1993022.250000 Penalty: 3177.659668
	Iteration 6F: 3 clusters Score -1993022 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1994101.625000 Penalty: 3177.659668
	Iteration 7F: 3 clusters Score -1994102 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1995166.875000 Penalty: 3177.659668
	Iteration 8F: 3 clusters Score -1995167 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1995963.875000 Penalty: 3177.659668
	Iteration 9Q: 3 clusters Score -1995964 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1996420.250000 Penalty: 3177.659668
	Iteration 10Q: 3 clusters Score -1996420 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1996669.000000 Penalty: 3177.659668
	Iteration 11Q: 3 clusters Score -1996669 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1996821.875000 Penalty: 3177.659668
	Iteration 12Q: 3 clusters Score -1996822 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1996936.750000 Penalty: 3177.659668
	Iteration 13Q: 3 clusters Score -1996937 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1997005.125000 Penalty: 3177.659668
	Iteration 14Q: 3 clusters Score -1997005 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1997065.750000 Penalty: 3177.659668
	Iteration 15Q: 3 clusters Score -1997066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1997099.875000 Penalty: 3177.659668
	Iteration 16Q: 3 clusters Score -1997100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1997126.875000 Penalty: 3177.659668
	Iteration 17Q: 3 clusters Score -1997127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1997163.750000 Penalty: 3177.659668
	Iteration 18Q: 3 clusters Score -1997164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1997201.375000 Penalty: 3177.659668
	Iteration 19Q: 3 clusters Score -1997201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1997255.375000 Penalty: 3177.659668
	Iteration 20F: 3 clusters Score -1997255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1997301.000000 Penalty: 3177.659668
	Iteration 21Q: 3 clusters Score -1997301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1997323.500000 Penalty: 3177.659668
	Iteration 22Q: 3 clusters Score -1997324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1997354.250000 Penalty: 3177.659668
	Iteration 23Q: 3 clusters Score -1997354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1997385.750000 Penalty: 3177.659668
	Iteration 24Q: 3 clusters Score -1997386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1997406.250000 Penalty: 3177.659668
	Iteration 25Q: 3 clusters Score -1997406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1997425.250000 Penalty: 3177.659668
	Iteration 26Q: 3 clusters Score -1997425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1997432.875000 Penalty: 3177.659668
	Iteration 27Q: 3 clusters Score -1997433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1997436.625000 Penalty: 3177.659668
	Iteration 28Q: 3 clusters Score -1997437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1997453.500000 Penalty: 3177.659668
	Iteration 29Q: 3 clusters Score -1997454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1997462.250000 Penalty: 3177.659668
	Iteration 30Q: 3 clusters Score -1997462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1997465.625000 Penalty: 3177.659668
	Iteration 31Q: 3 clusters Score -1997466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1997470.125000 Penalty: 3177.659668
	Iteration 32Q: 3 clusters Score -1997470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1997472.375000 Penalty: 3177.659668
	Iteration 33Q: 3 clusters Score -1997472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1997474.000000 Penalty: 3177.659668
	Iteration 34Q: 3 clusters Score -1997474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1997473.000000 Penalty: 3177.659668
	Iteration 35Q: 3 clusters Score -1997473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1997472.000000 Penalty: 3177.659668
	Iteration 36Q: 3 clusters Score -1997472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1997472.000000 Penalty: 3177.659668
	Iteration 37F: 3 clusters Score -1997472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -35790.375000 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -35790.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34848.207031 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -34848.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34934.113281 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -34934.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34959.328125 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -34959.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34974.128906 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -34974.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34978.925781 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -34978.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34981.550781 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -34981.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34986.992188 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -34986.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34998.164062 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -34998.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35007.421875 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -35007.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35011.878906 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -35011.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35019.023438 Penalty: 1890.561035
	Iteration 10Q: 3 clusters Score -35019.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35019.023438 Penalty: 1890.561035
	Iteration 11F: 3 clusters Score -35019.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Entering Unmasked Estep 
Score: -1335388.250000 Penalty: 1524.455322
	Iteration 0F: 2 clusters Score -1335388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1327035.625000 Penalty: 3048.910645
	Iteration 0F: 3 clusters Score -1327036 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1329868.500000 Penalty: 3048.910645
	Iteration 1F: 3 clusters Score -1329868 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1330216.875000 Penalty: 3048.910645
	Iteration 2F: 3 clusters Score -1330217 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1330544.375000 Penalty: 3048.910645
	Iteration 3F: 3 clusters Score -1330544 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1330818.250000 Penalty: 3048.910645
	Iteration 4F: 3 clusters Score -1330818 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1331040.000000 Penalty: 3048.910645
	Iteration 5Q: 3 clusters Score -1331040 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1331271.125000 Penalty: 3048.910645
	Iteration 6Q: 3 clusters Score -1331271 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1331500.875000 Penalty: 3048.910645
	Iteration 7Q: 3 clusters Score -1331501 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1331732.250000 Penalty: 3048.910645
	Iteration 8Q: 3 clusters Score -1331732 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1331956.750000 Penalty: 3048.910645
	Iteration 9Q: 3 clusters Score -1331957 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1332166.875000 Penalty: 3048.910645
	Iteration 10Q: 3 clusters Score -1332167 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1332370.125000 Penalty: 3048.910645
	Iteration 11Q: 3 clusters Score -1332370 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1332552.500000 Penalty: 3048.910645
	Iteration 12Q: 3 clusters Score -1332552 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1332707.125000 Penalty: 3048.910645
	Iteration 13Q: 3 clusters Score -1332707 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1332831.875000 Penalty: 3048.910645
	Iteration 14Q: 3 clusters Score -1332832 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1332959.250000 Penalty: 3048.910645
	Iteration 15Q: 3 clusters Score -1332959 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1333080.125000 Penalty: 3048.910645
	Iteration 16Q: 3 clusters Score -1333080 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1333180.000000 Penalty: 3048.910645
	Iteration 17Q: 3 clusters Score -1333180 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1333269.125000 Penalty: 3048.910645
	Iteration 18Q: 3 clusters Score -1333269 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1333342.875000 Penalty: 3048.910645
	Iteration 19Q: 3 clusters Score -1333343 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1333412.750000 Penalty: 3048.910645
	Iteration 20F: 3 clusters Score -1333413 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1333481.625000 Penalty: 3048.910645
	Iteration 21Q: 3 clusters Score -1333482 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1333540.000000 Penalty: 3048.910645
	Iteration 22Q: 3 clusters Score -1333540 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1333574.625000 Penalty: 3048.910645
	Iteration 23Q: 3 clusters Score -1333575 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1333609.500000 Penalty: 3048.910645
	Iteration 24Q: 3 clusters Score -1333610 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1333645.500000 Penalty: 3048.910645
	Iteration 25Q: 3 clusters Score -1333646 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1333675.625000 Penalty: 3048.910645
	Iteration 26Q: 3 clusters Score -1333676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1333706.125000 Penalty: 3048.910645
	Iteration 27Q: 3 clusters Score -1333706 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1333740.750000 Penalty: 3048.910645
	Iteration 28Q: 3 clusters Score -1333741 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1333766.375000 Penalty: 3048.910645
	Iteration 29Q: 3 clusters Score -1333766 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1333804.500000 Penalty: 3048.910645
	Iteration 30Q: 3 clusters Score -1333804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1333838.750000 Penalty: 3048.910645
	Iteration 31Q: 3 clusters Score -1333839 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1333860.000000 Penalty: 3048.910645
	Iteration 32Q: 3 clusters Score -1333860 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1333880.125000 Penalty: 3048.910645
	Iteration 33Q: 3 clusters Score -1333880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1333896.625000 Penalty: 3048.910645
	Iteration 34Q: 3 clusters Score -1333897 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1333912.750000 Penalty: 3048.910645
	Iteration 35Q: 3 clusters Score -1333913 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1333928.250000 Penalty: 3048.910645
	Iteration 36Q: 3 clusters Score -1333928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1333944.375000 Penalty: 3048.910645
	Iteration 37Q: 3 clusters Score -1333944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1333967.250000 Penalty: 3048.910645
	Iteration 38Q: 3 clusters Score -1333967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1333979.375000 Penalty: 3048.910645
	Iteration 39Q: 3 clusters Score -1333979 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1333990.875000 Penalty: 3048.910645
	Iteration 40F: 3 clusters Score -1333991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1334002.625000 Penalty: 3048.910645
	Iteration 41Q: 3 clusters Score -1334003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1334004.125000 Penalty: 3048.910645
	Iteration 42Q: 3 clusters Score -1334004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1334014.875000 Penalty: 3048.910645
	Iteration 43Q: 3 clusters Score -1334015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1334025.500000 Penalty: 3048.910645
	Iteration 44Q: 3 clusters Score -1334026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1334036.875000 Penalty: 3048.910645
	Iteration 45Q: 3 clusters Score -1334037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1334043.500000 Penalty: 3048.910645
	Iteration 46Q: 3 clusters Score -1334044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1334055.625000 Penalty: 3048.910645
	Iteration 47Q: 3 clusters Score -1334056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1334060.500000 Penalty: 3048.910645
	Iteration 48Q: 3 clusters Score -1334060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1334064.000000 Penalty: 3048.910645
	Iteration 49Q: 3 clusters Score -1334064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1334073.875000 Penalty: 3048.910645
	Iteration 50Q: 3 clusters Score -1334074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1334080.750000 Penalty: 3048.910645
	Iteration 51Q: 3 clusters Score -1334081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1334081.750000 Penalty: 3048.910645
	Iteration 52Q: 3 clusters Score -1334082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1334084.250000 Penalty: 3048.910645
	Iteration 53Q: 3 clusters Score -1334084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1334086.375000 Penalty: 3048.910645
	Iteration 54Q: 3 clusters Score -1334086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1334088.000000 Penalty: 3048.910645
	Iteration 55Q: 3 clusters Score -1334088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1334093.375000 Penalty: 3048.910645
	Iteration 56Q: 3 clusters Score -1334093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1334098.000000 Penalty: 3048.910645
	Iteration 57Q: 3 clusters Score -1334098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1334100.000000 Penalty: 3048.910645
	Iteration 58Q: 3 clusters Score -1334100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1334104.000000 Penalty: 3048.910645
	Iteration 59Q: 3 clusters Score -1334104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1334106.625000 Penalty: 3048.910645
	Iteration 60F: 3 clusters Score -1334107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1334111.750000 Penalty: 3048.910645
	Iteration 61Q: 3 clusters Score -1334112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1334116.000000 Penalty: 3048.910645
	Iteration 62Q: 3 clusters Score -1334116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1334121.000000 Penalty: 3048.910645
	Iteration 63Q: 3 clusters Score -1334121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1334125.750000 Penalty: 3048.910645
	Iteration 64Q: 3 clusters Score -1334126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1334126.750000 Penalty: 3048.910645
	Iteration 65Q: 3 clusters Score -1334127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1334129.375000 Penalty: 3048.910645
	Iteration 66Q: 3 clusters Score -1334129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1334136.000000 Penalty: 3048.910645
	Iteration 67Q: 3 clusters Score -1334136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1334146.500000 Penalty: 3048.910645
	Iteration 68Q: 3 clusters Score -1334146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1334156.250000 Penalty: 3048.910645
	Iteration 69Q: 3 clusters Score -1334156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1334157.500000 Penalty: 3048.910645
	Iteration 70Q: 3 clusters Score -1334158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1334166.875000 Penalty: 3048.910645
	Iteration 71Q: 3 clusters Score -1334167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1334180.125000 Penalty: 3048.910645
	Iteration 72Q: 3 clusters Score -1334180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1334186.750000 Penalty: 3048.910645
	Iteration 73Q: 3 clusters Score -1334187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1334200.750000 Penalty: 3048.910645
	Iteration 74Q: 3 clusters Score -1334201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1334205.250000 Penalty: 3048.910645
	Iteration 75Q: 3 clusters Score -1334205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1334218.250000 Penalty: 3048.910645
	Iteration 76Q: 3 clusters Score -1334218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1334227.125000 Penalty: 3048.910645
	Iteration 77Q: 3 clusters Score -1334227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1334236.000000 Penalty: 3048.910645
	Iteration 78Q: 3 clusters Score -1334236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1334248.000000 Penalty: 3048.910645
	Iteration 79Q: 3 clusters Score -1334248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1334272.625000 Penalty: 3048.910645
	Iteration 80F: 3 clusters Score -1334273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1334288.875000 Penalty: 3048.910645
	Iteration 81Q: 3 clusters Score -1334289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1334315.625000 Penalty: 3048.910645
	Iteration 82Q: 3 clusters Score -1334316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1334340.250000 Penalty: 3048.910645
	Iteration 83Q: 3 clusters Score -1334340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1334369.125000 Penalty: 3048.910645
	Iteration 84Q: 3 clusters Score -1334369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1334407.750000 Penalty: 3048.910645
	Iteration 85Q: 3 clusters Score -1334408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1334440.625000 Penalty: 3048.910645
	Iteration 86Q: 3 clusters Score -1334441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1334466.500000 Penalty: 3048.910645
	Iteration 87Q: 3 clusters Score -1334466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1334493.625000 Penalty: 3048.910645
	Iteration 88Q: 3 clusters Score -1334494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1334521.375000 Penalty: 3048.910645
	Iteration 89Q: 3 clusters Score -1334521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1334545.625000 Penalty: 3048.910645
	Iteration 90Q: 3 clusters Score -1334546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1334563.875000 Penalty: 3048.910645
	Iteration 91Q: 3 clusters Score -1334564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1334576.000000 Penalty: 3048.910645
	Iteration 92Q: 3 clusters Score -1334576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1334596.875000 Penalty: 3048.910645
	Iteration 93Q: 3 clusters Score -1334597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1334614.375000 Penalty: 3048.910645
	Iteration 94Q: 3 clusters Score -1334614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1334629.000000 Penalty: 3048.910645
	Iteration 95Q: 3 clusters Score -1334629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1334646.375000 Penalty: 3048.910645
	Iteration 96Q: 3 clusters Score -1334646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1334661.875000 Penalty: 3048.910645
	Iteration 97Q: 3 clusters Score -1334662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1334672.875000 Penalty: 3048.910645
	Iteration 98Q: 3 clusters Score -1334673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1334685.500000 Penalty: 3048.910645
	Iteration 99Q: 3 clusters Score -1334686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1334700.000000 Penalty: 3048.910645
	Iteration 100F: 3 clusters Score -1334700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1334699.250000 Penalty: 3048.910645
	Iteration 101Q: 3 clusters Score -1334699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1334698.750000 Penalty: 3048.910645
	Iteration 102Q: 3 clusters Score -1334699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1334701.750000 Penalty: 3048.910645
	Iteration 103Q: 3 clusters Score -1334702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1334702.500000 Penalty: 3048.910645
	Iteration 104Q: 3 clusters Score -1334702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1334702.500000 Penalty: 3048.910645
	Iteration 105F: 3 clusters Score -1334702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -450316.406250 Penalty: 1349.721436
	Iteration 0F: 2 clusters Score -450316.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -446939.406250 Penalty: 2699.442871
	Iteration 0F: 3 clusters Score -446939.4 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -447874.468750 Penalty: 2699.442871
	Iteration 1F: 3 clusters Score -447874.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -448015.968750 Penalty: 2699.442871
	Iteration 2F: 3 clusters Score -448016 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -448118.906250 Penalty: 2699.442871
	Iteration 3Q: 3 clusters Score -448118.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -448180.343750 Penalty: 2699.442871
	Iteration 4Q: 3 clusters Score -448180.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -448222.250000 Penalty: 2699.442871
	Iteration 5Q: 3 clusters Score -448222.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -448253.343750 Penalty: 2699.442871
	Iteration 6Q: 3 clusters Score -448253.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -448274.062500 Penalty: 2699.442871
	Iteration 7Q: 3 clusters Score -448274.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -448291.812500 Penalty: 2699.442871
	Iteration 8Q: 3 clusters Score -448291.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -448312.468750 Penalty: 2699.442871
	Iteration 9Q: 3 clusters Score -448312.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -448329.750000 Penalty: 2699.442871
	Iteration 10Q: 3 clusters Score -448329.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -448346.562500 Penalty: 2699.442871
	Iteration 11Q: 3 clusters Score -448346.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -448357.625000 Penalty: 2699.442871
	Iteration 12Q: 3 clusters Score -448357.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -448367.312500 Penalty: 2699.442871
	Iteration 13Q: 3 clusters Score -448367.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -448374.187500 Penalty: 2699.442871
	Iteration 14Q: 3 clusters Score -448374.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -448384.281250 Penalty: 2699.442871
	Iteration 15Q: 3 clusters Score -448384.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -448394.500000 Penalty: 2699.442871
	Iteration 16Q: 3 clusters Score -448394.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -448401.437500 Penalty: 2699.442871
	Iteration 17Q: 3 clusters Score -448401.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -448408.875000 Penalty: 2699.442871
	Iteration 18Q: 3 clusters Score -448408.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -448421.750000 Penalty: 2699.442871
	Iteration 19Q: 3 clusters Score -448421.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -448436.843750 Penalty: 2699.442871
	Iteration 20F: 3 clusters Score -448436.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -448447.562500 Penalty: 2699.442871
	Iteration 21Q: 3 clusters Score -448447.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -448460.906250 Penalty: 2699.442871
	Iteration 22Q: 3 clusters Score -448460.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -448477.062500 Penalty: 2699.442871
	Iteration 23Q: 3 clusters Score -448477.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -448495.031250 Penalty: 2699.442871
	Iteration 24Q: 3 clusters Score -448495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -448512.937500 Penalty: 2699.442871
	Iteration 25Q: 3 clusters Score -448512.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -448528.968750 Penalty: 2699.442871
	Iteration 26Q: 3 clusters Score -448529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -448550.125000 Penalty: 2699.442871
	Iteration 27Q: 3 clusters Score -448550.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -448571.968750 Penalty: 2699.442871
	Iteration 28Q: 3 clusters Score -448572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -448588.250000 Penalty: 2699.442871
	Iteration 29Q: 3 clusters Score -448588.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -448604.406250 Penalty: 2699.442871
	Iteration 30Q: 3 clusters Score -448604.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -448618.031250 Penalty: 2699.442871
	Iteration 31Q: 3 clusters Score -448618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -448631.375000 Penalty: 2699.442871
	Iteration 32Q: 3 clusters Score -448631.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -448643.843750 Penalty: 2699.442871
	Iteration 33Q: 3 clusters Score -448643.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -448657.375000 Penalty: 2699.442871
	Iteration 34Q: 3 clusters Score -448657.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -448670.937500 Penalty: 2699.442871
	Iteration 35Q: 3 clusters Score -448670.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -448687.375000 Penalty: 2699.442871
	Iteration 36Q: 3 clusters Score -448687.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -448704.656250 Penalty: 2699.442871
	Iteration 37Q: 3 clusters Score -448704.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -448718.187500 Penalty: 2699.442871
	Iteration 38Q: 3 clusters Score -448718.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -448731.687500 Penalty: 2699.442871
	Iteration 39Q: 3 clusters Score -448731.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -448742.812500 Penalty: 2699.442871
	Iteration 40F: 3 clusters Score -448742.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -448749.937500 Penalty: 2699.442871
	Iteration 41Q: 3 clusters Score -448749.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -448756.656250 Penalty: 2699.442871
	Iteration 42Q: 3 clusters Score -448756.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -448762.343750 Penalty: 2699.442871
	Iteration 43Q: 3 clusters Score -448762.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -448768.906250 Penalty: 2699.442871
	Iteration 44Q: 3 clusters Score -448768.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -448779.843750 Penalty: 2699.442871
	Iteration 45Q: 3 clusters Score -448779.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -448790.125000 Penalty: 2699.442871
	Iteration 46Q: 3 clusters Score -448790.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -448799.031250 Penalty: 2699.442871
	Iteration 47Q: 3 clusters Score -448799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -448807.031250 Penalty: 2699.442871
	Iteration 48Q: 3 clusters Score -448807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -448815.250000 Penalty: 2699.442871
	Iteration 49Q: 3 clusters Score -448815.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -448823.125000 Penalty: 2699.442871
	Iteration 50Q: 3 clusters Score -448823.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -448828.781250 Penalty: 2699.442871
	Iteration 51Q: 3 clusters Score -448828.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -448832.468750 Penalty: 2699.442871
	Iteration 52Q: 3 clusters Score -448832.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -448836.312500 Penalty: 2699.442871
	Iteration 53Q: 3 clusters Score -448836.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -448839.406250 Penalty: 2699.442871
	Iteration 54Q: 3 clusters Score -448839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -448840.562500 Penalty: 2699.442871
	Iteration 55Q: 3 clusters Score -448840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -448840.687500 Penalty: 2699.442871
	Iteration 56Q: 3 clusters Score -448840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -448840.812500 Penalty: 2699.442871
	Iteration 57Q: 3 clusters Score -448840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -448841.562500 Penalty: 2699.442871
	Iteration 58Q: 3 clusters Score -448841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -448842.750000 Penalty: 2699.442871
	Iteration 59Q: 3 clusters Score -448842.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -448844.187500 Penalty: 2699.442871
	Iteration 60F: 3 clusters Score -448844.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -448845.093750 Penalty: 2699.442871
	Iteration 61Q: 3 clusters Score -448845.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -448848.281250 Penalty: 2699.442871
	Iteration 62Q: 3 clusters Score -448848.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -448850.093750 Penalty: 2699.442871
	Iteration 63Q: 3 clusters Score -448850.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -448853.187500 Penalty: 2699.442871
	Iteration 64Q: 3 clusters Score -448853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -448855.375000 Penalty: 2699.442871
	Iteration 65Q: 3 clusters Score -448855.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -448856.968750 Penalty: 2699.442871
	Iteration 66Q: 3 clusters Score -448857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -448857.968750 Penalty: 2699.442871
	Iteration 67Q: 3 clusters Score -448858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -448858.093750 Penalty: 2699.442871
	Iteration 68Q: 3 clusters Score -448858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -448857.500000 Penalty: 2699.442871
	Iteration 69Q: 3 clusters Score -448857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -448858.093750 Penalty: 2699.442871
	Iteration 70Q: 3 clusters Score -448858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -448857.968750 Penalty: 2699.442871
	Iteration 71Q: 3 clusters Score -448858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -448857.968750 Penalty: 2699.442871
	Iteration 72F: 3 clusters Score -448858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -489407.125000 Penalty: 1361.936035
	Iteration 0F: 2 clusters Score -489407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -485776.812500 Penalty: 2723.872070
	Iteration 0F: 3 clusters Score -485776.8 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -486740.625000 Penalty: 2723.872070
	Iteration 1F: 3 clusters Score -486740.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -486943.562500 Penalty: 2723.872070
	Iteration 2F: 3 clusters Score -486943.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -487095.375000 Penalty: 2723.872070
	Iteration 3F: 3 clusters Score -487095.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -487227.562500 Penalty: 2723.872070
	Iteration 4Q: 3 clusters Score -487227.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -487338.625000 Penalty: 2723.872070
	Iteration 5Q: 3 clusters Score -487338.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -487438.562500 Penalty: 2723.872070
	Iteration 6Q: 3 clusters Score -487438.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -487531.031250 Penalty: 2723.872070
	Iteration 7Q: 3 clusters Score -487531 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -487615.125000 Penalty: 2723.872070
	Iteration 8Q: 3 clusters Score -487615.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -487698.281250 Penalty: 2723.872070
	Iteration 9Q: 3 clusters Score -487698.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -487783.125000 Penalty: 2723.872070
	Iteration 10Q: 3 clusters Score -487783.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -487869.031250 Penalty: 2723.872070
	Iteration 11Q: 3 clusters Score -487869 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -487947.093750 Penalty: 2723.872070
	Iteration 12Q: 3 clusters Score -487947.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -488006.593750 Penalty: 2723.872070
	Iteration 13Q: 3 clusters Score -488006.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -488056.687500 Penalty: 2723.872070
	Iteration 14Q: 3 clusters Score -488056.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -488091.312500 Penalty: 2723.872070
	Iteration 15Q: 3 clusters Score -488091.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -488125.625000 Penalty: 2723.872070
	Iteration 16Q: 3 clusters Score -488125.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -488149.656250 Penalty: 2723.872070
	Iteration 17Q: 3 clusters Score -488149.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -488161.718750 Penalty: 2723.872070
	Iteration 18Q: 3 clusters Score -488161.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -488169.156250 Penalty: 2723.872070
	Iteration 19Q: 3 clusters Score -488169.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -488177.812500 Penalty: 2723.872070
	Iteration 20F: 3 clusters Score -488177.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -488183.875000 Penalty: 2723.872070
	Iteration 21Q: 3 clusters Score -488183.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -488188.250000 Penalty: 2723.872070
	Iteration 22Q: 3 clusters Score -488188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -488193.062500 Penalty: 2723.872070
	Iteration 23Q: 3 clusters Score -488193.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -488201.062500 Penalty: 2723.872070
	Iteration 24Q: 3 clusters Score -488201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -488209.687500 Penalty: 2723.872070
	Iteration 25Q: 3 clusters Score -488209.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -488214.156250 Penalty: 2723.872070
	Iteration 26Q: 3 clusters Score -488214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -488219.718750 Penalty: 2723.872070
	Iteration 27Q: 3 clusters Score -488219.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -488224.250000 Penalty: 2723.872070
	Iteration 28Q: 3 clusters Score -488224.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -488228.406250 Penalty: 2723.872070
	Iteration 29Q: 3 clusters Score -488228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -488230.218750 Penalty: 2723.872070
	Iteration 30Q: 3 clusters Score -488230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -488232.937500 Penalty: 2723.872070
	Iteration 31Q: 3 clusters Score -488232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -488236.968750 Penalty: 2723.872070
	Iteration 32Q: 3 clusters Score -488237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -488238.343750 Penalty: 2723.872070
	Iteration 33Q: 3 clusters Score -488238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -488240.781250 Penalty: 2723.872070
	Iteration 34Q: 3 clusters Score -488240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -488241.500000 Penalty: 2723.872070
	Iteration 35Q: 3 clusters Score -488241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -488241.812500 Penalty: 2723.872070
	Iteration 36Q: 3 clusters Score -488241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -488242.000000 Penalty: 2723.872070
	Iteration 37Q: 3 clusters Score -488242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -488242.000000 Penalty: 2723.872070
	Iteration 38F: 3 clusters Score -488242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Entering Unmasked Estep 
Score: -7427168.000000 Penalty: 1804.943604
	Iteration 0F: 2 clusters Score -7427168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -7382572.500000 Penalty: 3609.887207
	Iteration 0F: 3 clusters Score -7382572 nChanged 31690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -7401218.000000 Penalty: 3609.887207
	Iteration 1F: 3 clusters Score -7401218 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -7402201.500000 Penalty: 3609.887207
	Iteration 2Q: 3 clusters Score -7402202 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -7403572.000000 Penalty: 3609.887207
	Iteration 3Q: 3 clusters Score -7403572 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -7405432.000000 Penalty: 3609.887207
	Iteration 4F: 3 clusters Score -7405432 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -7408204.500000 Penalty: 3609.887207
	Iteration 5F: 3 clusters Score -7408204 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -7412088.500000 Penalty: 3609.887207
	Iteration 6F: 3 clusters Score -7412088 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -7416619.000000 Penalty: 3609.887207
	Iteration 7F: 3 clusters Score -7416619 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -7420492.500000 Penalty: 3609.887207
	Iteration 8F: 3 clusters Score -7420492 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -7423011.000000 Penalty: 3609.887207
	Iteration 9Q: 3 clusters Score -7423011 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -7424309.500000 Penalty: 3609.887207
	Iteration 10Q: 3 clusters Score -7424310 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -7425091.000000 Penalty: 3609.887207
	Iteration 11Q: 3 clusters Score -7425091 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -7425466.500000 Penalty: 3609.887207
	Iteration 12Q: 3 clusters Score -7425466 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -7425665.000000 Penalty: 3609.887207
	Iteration 13Q: 3 clusters Score -7425665 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -7425773.500000 Penalty: 3609.887207
	Iteration 14Q: 3 clusters Score -7425774 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -7425865.000000 Penalty: 3609.887207
	Iteration 15Q: 3 clusters Score -7425865 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -7425949.500000 Penalty: 3609.887207
	Iteration 16Q: 3 clusters Score -7425950 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -7426009.000000 Penalty: 3609.887207
	Iteration 17Q: 3 clusters Score -7426009 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -7426033.000000 Penalty: 3609.887207
	Iteration 18Q: 3 clusters Score -7426033 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -7426066.500000 Penalty: 3609.887207
	Iteration 19Q: 3 clusters Score -7426066 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -7426068.500000 Penalty: 3609.887207
	Iteration 20F: 3 clusters Score -7426068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -7426089.500000 Penalty: 3609.887207
	Iteration 21Q: 3 clusters Score -7426090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -7426079.000000 Penalty: 3609.887207
	Iteration 22Q: 3 clusters Score -7426079 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -7426124.500000 Penalty: 3609.887207
	Iteration 23Q: 3 clusters Score -7426124 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -7426146.500000 Penalty: 3609.887207
	Iteration 24Q: 3 clusters Score -7426146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -7426163.000000 Penalty: 3609.887207
	Iteration 25Q: 3 clusters Score -7426163 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -7426166.500000 Penalty: 3609.887207
	Iteration 26Q: 3 clusters Score -7426166 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -7426145.500000 Penalty: 3609.887207
	Iteration 27Q: 3 clusters Score -7426146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -7426157.500000 Penalty: 3609.887207
	Iteration 28Q: 3 clusters Score -7426158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -7426162.000000 Penalty: 3609.887207
	Iteration 29Q: 3 clusters Score -7426162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -7426181.000000 Penalty: 3609.887207
	Iteration 30Q: 3 clusters Score -7426181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -7426191.500000 Penalty: 3609.887207
	Iteration 31Q: 3 clusters Score -7426192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -7426199.000000 Penalty: 3609.887207
	Iteration 32Q: 3 clusters Score -7426199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -7426194.500000 Penalty: 3609.887207
	Iteration 33Q: 3 clusters Score -7426194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -7426196.000000 Penalty: 3609.887207
	Iteration 34Q: 3 clusters Score -7426196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -7426184.000000 Penalty: 3609.887207
	Iteration 35Q: 3 clusters Score -7426184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -7426188.000000 Penalty: 3609.887207
	Iteration 36Q: 3 clusters Score -7426188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -7426180.000000 Penalty: 3609.887207
	Iteration 37Q: 3 clusters Score -7426180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -7426187.500000 Penalty: 3609.887207
	Iteration 38Q: 3 clusters Score -7426188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -7426197.000000 Penalty: 3609.887207
	Iteration 39Q: 3 clusters Score -7426197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -7426194.000000 Penalty: 3609.887207
	Iteration 40F: 3 clusters Score -7426194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -7426189.500000 Penalty: 3609.887207
	Iteration 41Q: 3 clusters Score -7426190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -7426185.500000 Penalty: 3609.887207
	Iteration 42Q: 3 clusters Score -7426186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -7426190.000000 Penalty: 3609.887207
	Iteration 43Q: 3 clusters Score -7426190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -7426194.000000 Penalty: 3609.887207
	Iteration 44Q: 3 clusters Score -7426194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -7426193.500000 Penalty: 3609.887207
	Iteration 45Q: 3 clusters Score -7426194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -7426201.500000 Penalty: 3609.887207
	Iteration 46Q: 3 clusters Score -7426202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -7426195.000000 Penalty: 3609.887207
	Iteration 47Q: 3 clusters Score -7426195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -7426190.000000 Penalty: 3609.887207
	Iteration 48Q: 3 clusters Score -7426190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -7426187.500000 Penalty: 3609.887207
	Iteration 49Q: 3 clusters Score -7426188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -7426191.000000 Penalty: 3609.887207
	Iteration 50Q: 3 clusters Score -7426191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -7426195.000000 Penalty: 3609.887207
	Iteration 51Q: 3 clusters Score -7426195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -7426190.500000 Penalty: 3609.887207
	Iteration 52Q: 3 clusters Score -7426190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -7426200.000000 Penalty: 3609.887207
	Iteration 53Q: 3 clusters Score -7426200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -7426195.500000 Penalty: 3609.887207
	Iteration 54Q: 3 clusters Score -7426196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -7426195.500000 Penalty: 3609.887207
	Iteration 55Q: 3 clusters Score -7426196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -7426190.000000 Penalty: 3609.887207
	Iteration 56Q: 3 clusters Score -7426190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -7426192.500000 Penalty: 3609.887207
	Iteration 57Q: 3 clusters Score -7426192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -7426196.500000 Penalty: 3609.887207
	Iteration 58Q: 3 clusters Score -7426196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -7426190.000000 Penalty: 3609.887207
	Iteration 59Q: 3 clusters Score -7426190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -7426190.000000 Penalty: 3609.887207
	Iteration 60F: 3 clusters Score -7426190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Entering Unmasked Estep 
Score: -2899100.500000 Penalty: 1657.595459
	Iteration 0F: 2 clusters Score -2899100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2880879.000000 Penalty: 3315.190918
	Iteration 0F: 3 clusters Score -2880879 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2887797.000000 Penalty: 3315.190918
	Iteration 1F: 3 clusters Score -2887797 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2888264.250000 Penalty: 3315.190918
	Iteration 2Q: 3 clusters Score -2888264 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2888858.000000 Penalty: 3315.190918
	Iteration 3Q: 3 clusters Score -2888858 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2889655.250000 Penalty: 3315.190918
	Iteration 4F: 3 clusters Score -2889655 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2890680.000000 Penalty: 3315.190918
	Iteration 5F: 3 clusters Score -2890680 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2892016.000000 Penalty: 3315.190918
	Iteration 6F: 3 clusters Score -2892016 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2893471.250000 Penalty: 3315.190918
	Iteration 7F: 3 clusters Score -2893471 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2894814.000000 Penalty: 3315.190918
	Iteration 8F: 3 clusters Score -2894814 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2895893.500000 Penalty: 3315.190918
	Iteration 9Q: 3 clusters Score -2895894 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2896602.500000 Penalty: 3315.190918
	Iteration 10Q: 3 clusters Score -2896602 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -2897049.250000 Penalty: 3315.190918
	Iteration 11Q: 3 clusters Score -2897049 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2897363.750000 Penalty: 3315.190918
	Iteration 12Q: 3 clusters Score -2897364 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2897571.750000 Penalty: 3315.190918
	Iteration 13Q: 3 clusters Score -2897572 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2897745.000000 Penalty: 3315.190918
	Iteration 14Q: 3 clusters Score -2897745 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2897849.250000 Penalty: 3315.190918
	Iteration 15Q: 3 clusters Score -2897849 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2897888.000000 Penalty: 3315.190918
	Iteration 16Q: 3 clusters Score -2897888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -2897927.750000 Penalty: 3315.190918
	Iteration 17Q: 3 clusters Score -2897928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2897952.000000 Penalty: 3315.190918
	Iteration 18Q: 3 clusters Score -2897952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -2897970.500000 Penalty: 3315.190918
	Iteration 19Q: 3 clusters Score -2897970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -2897979.000000 Penalty: 3315.190918
	Iteration 20F: 3 clusters Score -2897979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2897994.000000 Penalty: 3315.190918
	Iteration 21Q: 3 clusters Score -2897994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2897995.250000 Penalty: 3315.190918
	Iteration 22Q: 3 clusters Score -2897995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2898011.250000 Penalty: 3315.190918
	Iteration 23Q: 3 clusters Score -2898011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2898015.500000 Penalty: 3315.190918
	Iteration 24Q: 3 clusters Score -2898016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -2898011.750000 Penalty: 3315.190918
	Iteration 25Q: 3 clusters Score -2898012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2898022.750000 Penalty: 3315.190918
	Iteration 26Q: 3 clusters Score -2898023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -2898025.250000 Penalty: 3315.190918
	Iteration 27Q: 3 clusters Score -2898025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -2898030.750000 Penalty: 3315.190918
	Iteration 28Q: 3 clusters Score -2898031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2898029.000000 Penalty: 3315.190918
	Iteration 29Q: 3 clusters Score -2898029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -2898024.750000 Penalty: 3315.190918
	Iteration 30Q: 3 clusters Score -2898025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2898024.250000 Penalty: 3315.190918
	Iteration 31Q: 3 clusters Score -2898024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2898029.500000 Penalty: 3315.190918
	Iteration 32Q: 3 clusters Score -2898030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2898032.000000 Penalty: 3315.190918
	Iteration 33Q: 3 clusters Score -2898032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -2898027.250000 Penalty: 3315.190918
	Iteration 34Q: 3 clusters Score -2898027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -2898026.250000 Penalty: 3315.190918
	Iteration 35Q: 3 clusters Score -2898026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2898027.750000 Penalty: 3315.190918
	Iteration 36Q: 3 clusters Score -2898028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2898028.000000 Penalty: 3315.190918
	Iteration 37Q: 3 clusters Score -2898028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -2898033.500000 Penalty: 3315.190918
	Iteration 38Q: 3 clusters Score -2898034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -2898033.500000 Penalty: 3315.190918
	Iteration 39F: 3 clusters Score -2898034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Entering Unmasked Estep 
Score: -872007.250000 Penalty: 1462.217285
	Iteration 0F: 2 clusters Score -872007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -866035.562500 Penalty: 2924.434570
	Iteration 0F: 3 clusters Score -866035.6 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -867889.125000 Penalty: 2924.434570
	Iteration 1F: 3 clusters Score -867889.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -868207.125000 Penalty: 2924.434570
	Iteration 2F: 3 clusters Score -868207.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -868516.062500 Penalty: 2924.434570
	Iteration 3F: 3 clusters Score -868516.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -868852.562500 Penalty: 2924.434570
	Iteration 4F: 3 clusters Score -868852.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -869234.062500 Penalty: 2924.434570
	Iteration 5F: 3 clusters Score -869234.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -869648.500000 Penalty: 2924.434570
	Iteration 6F: 3 clusters Score -869648.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -870039.000000 Penalty: 2924.434570
	Iteration 7F: 3 clusters Score -870039 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -870336.125000 Penalty: 2924.434570
	Iteration 8Q: 3 clusters Score -870336.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -870539.437500 Penalty: 2924.434570
	Iteration 9Q: 3 clusters Score -870539.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -870650.187500 Penalty: 2924.434570
	Iteration 10Q: 3 clusters Score -870650.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -870725.000000 Penalty: 2924.434570
	Iteration 11Q: 3 clusters Score -870725 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -870764.937500 Penalty: 2924.434570
	Iteration 12Q: 3 clusters Score -870764.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -870784.125000 Penalty: 2924.434570
	Iteration 13Q: 3 clusters Score -870784.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -870800.000000 Penalty: 2924.434570
	Iteration 14Q: 3 clusters Score -870800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -870809.562500 Penalty: 2924.434570
	Iteration 15Q: 3 clusters Score -870809.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -870816.250000 Penalty: 2924.434570
	Iteration 16Q: 3 clusters Score -870816.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -870822.687500 Penalty: 2924.434570
	Iteration 17Q: 3 clusters Score -870822.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -870827.437500 Penalty: 2924.434570
	Iteration 18Q: 3 clusters Score -870827.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -870830.937500 Penalty: 2924.434570
	Iteration 19Q: 3 clusters Score -870830.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -870832.687500 Penalty: 2924.434570
	Iteration 20F: 3 clusters Score -870832.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -870835.687500 Penalty: 2924.434570
	Iteration 21Q: 3 clusters Score -870835.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -870836.187500 Penalty: 2924.434570
	Iteration 22Q: 3 clusters Score -870836.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -870845.687500 Penalty: 2924.434570
	Iteration 23Q: 3 clusters Score -870845.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -870855.000000 Penalty: 2924.434570
	Iteration 24Q: 3 clusters Score -870855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -870861.812500 Penalty: 2924.434570
	Iteration 25Q: 3 clusters Score -870861.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -870870.750000 Penalty: 2924.434570
	Iteration 26Q: 3 clusters Score -870870.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -870884.000000 Penalty: 2924.434570
	Iteration 27Q: 3 clusters Score -870884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -870901.250000 Penalty: 2924.434570
	Iteration 28Q: 3 clusters Score -870901.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -870923.000000 Penalty: 2924.434570
	Iteration 29Q: 3 clusters Score -870923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -870948.125000 Penalty: 2924.434570
	Iteration 30Q: 3 clusters Score -870948.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -870978.125000 Penalty: 2924.434570
	Iteration 31Q: 3 clusters Score -870978.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -871020.812500 Penalty: 2924.434570
	Iteration 32Q: 3 clusters Score -871020.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -871070.812500 Penalty: 2924.434570
	Iteration 33Q: 3 clusters Score -871070.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -871154.562500 Penalty: 2924.434570
	Iteration 34Q: 3 clusters Score -871154.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -871299.687500 Penalty: 2924.434570
	Iteration 35Q: 3 clusters Score -871299.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -871509.937500 Penalty: 2924.434570
	Iteration 36Q: 3 clusters Score -871509.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -871790.437500 Penalty: 2924.434570
	Iteration 37Q: 3 clusters Score -871790.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -872122.687500 Penalty: 2924.434570
	Iteration 38Q: 3 clusters Score -872122.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -872356.687500 Penalty: 2924.434570
	Iteration 39Q: 3 clusters Score -872356.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -872466.250000 Penalty: 2924.434570
	Iteration 40F: 3 clusters Score -872466.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -872515.187500 Penalty: 2924.434570
	Iteration 41Q: 3 clusters Score -872515.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -872538.062500 Penalty: 2924.434570
	Iteration 42Q: 3 clusters Score -872538.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -872550.875000 Penalty: 2924.434570
	Iteration 43Q: 3 clusters Score -872550.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -872554.437500 Penalty: 2924.434570
	Iteration 44Q: 3 clusters Score -872554.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -872557.687500 Penalty: 2924.434570
	Iteration 45Q: 3 clusters Score -872557.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -872558.687500 Penalty: 2924.434570
	Iteration 46Q: 3 clusters Score -872558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -872561.687500 Penalty: 2924.434570
	Iteration 47Q: 3 clusters Score -872561.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -872563.625000 Penalty: 2924.434570
	Iteration 48Q: 3 clusters Score -872563.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -872564.062500 Penalty: 2924.434570
	Iteration 49Q: 3 clusters Score -872564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -872563.625000 Penalty: 2924.434570
	Iteration 50Q: 3 clusters Score -872563.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -872561.937500 Penalty: 2924.434570
	Iteration 51Q: 3 clusters Score -872561.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -872564.937500 Penalty: 2924.434570
	Iteration 52Q: 3 clusters Score -872564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -872564.250000 Penalty: 2924.434570
	Iteration 53Q: 3 clusters Score -872564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -872564.812500 Penalty: 2924.434570
	Iteration 54Q: 3 clusters Score -872564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -872565.062500 Penalty: 2924.434570
	Iteration 55Q: 3 clusters Score -872565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -872566.500000 Penalty: 2924.434570
	Iteration 56Q: 3 clusters Score -872566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -872566.687500 Penalty: 2924.434570
	Iteration 57Q: 3 clusters Score -872566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -872566.187500 Penalty: 2924.434570
	Iteration 58Q: 3 clusters Score -872566.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -872566.187500 Penalty: 2924.434570
	Iteration 59F: 3 clusters Score -872566.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 17631 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 66659 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 5153 members 
Mstep: Class 17 contains 2936 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 176464 members 
Mstep: Class 20 contains 11688 members 
Entering Unmasked Estep 
Score: -41700968.000000 Penalty: 41806.339844
Splitting cluster 16 changes total score from -41700972.000000 to -41700968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (12132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Entering Unmasked Estep 
Score: -1373598.625000 Penalty: 1528.085327
	Iteration 0F: 2 clusters Score -1373599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1365051.125000 Penalty: 3056.170654
	Iteration 0F: 3 clusters Score -1365051 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1367784.250000 Penalty: 3056.170654
	Iteration 1F: 3 clusters Score -1367784 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1368048.750000 Penalty: 3056.170654
	Iteration 2F: 3 clusters Score -1368049 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1368322.250000 Penalty: 3056.170654
	Iteration 3Q: 3 clusters Score -1368322 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1368660.625000 Penalty: 3056.170654
	Iteration 4F: 3 clusters Score -1368661 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1369075.875000 Penalty: 3056.170654
	Iteration 5F: 3 clusters Score -1369076 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1369538.000000 Penalty: 3056.170654
	Iteration 6F: 3 clusters Score -1369538 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1370089.000000 Penalty: 3056.170654
	Iteration 7F: 3 clusters Score -1370089 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1370714.250000 Penalty: 3056.170654
	Iteration 8F: 3 clusters Score -1370714 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1371362.125000 Penalty: 3056.170654
	Iteration 9F: 3 clusters Score -1371362 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1371869.875000 Penalty: 3056.170654
	Iteration 10Q: 3 clusters Score -1371870 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1372153.875000 Penalty: 3056.170654
	Iteration 11Q: 3 clusters Score -1372154 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1372333.625000 Penalty: 3056.170654
	Iteration 12Q: 3 clusters Score -1372334 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1372449.000000 Penalty: 3056.170654
	Iteration 13Q: 3 clusters Score -1372449 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1372542.500000 Penalty: 3056.170654
	Iteration 14Q: 3 clusters Score -1372542 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1372628.875000 Penalty: 3056.170654
	Iteration 15Q: 3 clusters Score -1372629 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1372686.625000 Penalty: 3056.170654
	Iteration 16Q: 3 clusters Score -1372687 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1372741.875000 Penalty: 3056.170654
	Iteration 17Q: 3 clusters Score -1372742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1372801.250000 Penalty: 3056.170654
	Iteration 18Q: 3 clusters Score -1372801 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1372828.125000 Penalty: 3056.170654
	Iteration 19Q: 3 clusters Score -1372828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1372862.375000 Penalty: 3056.170654
	Iteration 20F: 3 clusters Score -1372862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1372890.000000 Penalty: 3056.170654
	Iteration 21Q: 3 clusters Score -1372890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1372912.250000 Penalty: 3056.170654
	Iteration 22Q: 3 clusters Score -1372912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1372927.875000 Penalty: 3056.170654
	Iteration 23Q: 3 clusters Score -1372928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1372931.250000 Penalty: 3056.170654
	Iteration 24Q: 3 clusters Score -1372931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1372944.125000 Penalty: 3056.170654
	Iteration 25Q: 3 clusters Score -1372944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1372947.625000 Penalty: 3056.170654
	Iteration 26Q: 3 clusters Score -1372948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1372952.125000 Penalty: 3056.170654
	Iteration 27Q: 3 clusters Score -1372952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1372956.125000 Penalty: 3056.170654
	Iteration 28Q: 3 clusters Score -1372956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1372960.375000 Penalty: 3056.170654
	Iteration 29Q: 3 clusters Score -1372960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1372960.375000 Penalty: 3056.170654
	Iteration 30Q: 3 clusters Score -1372960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1372963.250000 Penalty: 3056.170654
	Iteration 31Q: 3 clusters Score -1372963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1372963.625000 Penalty: 3056.170654
	Iteration 32Q: 3 clusters Score -1372964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1372966.000000 Penalty: 3056.170654
	Iteration 33Q: 3 clusters Score -1372966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1372966.500000 Penalty: 3056.170654
	Iteration 34Q: 3 clusters Score -1372966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1372970.750000 Penalty: 3056.170654
	Iteration 35Q: 3 clusters Score -1372971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1372972.500000 Penalty: 3056.170654
	Iteration 36Q: 3 clusters Score -1372972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1372973.375000 Penalty: 3056.170654
	Iteration 37Q: 3 clusters Score -1372973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1372971.500000 Penalty: 3056.170654
	Iteration 38Q: 3 clusters Score -1372972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1372974.125000 Penalty: 3056.170654
	Iteration 39Q: 3 clusters Score -1372974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1372977.250000 Penalty: 3056.170654
	Iteration 40F: 3 clusters Score -1372977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1372979.875000 Penalty: 3056.170654
	Iteration 41Q: 3 clusters Score -1372980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1372979.750000 Penalty: 3056.170654
	Iteration 42Q: 3 clusters Score -1372980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1372979.750000 Penalty: 3056.170654
	Iteration 43F: 3 clusters Score -1372980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176464 members 
Entering Unmasked Estep 
Score: -19342108.000000 Penalty: 1963.141846
	Iteration 0F: 2 clusters Score -1.934211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -19239464.000000 Penalty: 3926.283691
	Iteration 0F: 3 clusters Score -1.923946e+07 nChanged 85203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -19289260.000000 Penalty: 3926.283691
	Iteration 1F: 3 clusters Score -1.928926e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -19290070.000000 Penalty: 3926.283691
	Iteration 2Q: 3 clusters Score -1.929007e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 77732 members 
Entering Unmasked Estep 
Score: -19291500.000000 Penalty: 3926.283691
	Iteration 3Q: 3 clusters Score -1.92915e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104131 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -19293444.000000 Penalty: 3926.283691
	Iteration 4Q: 3 clusters Score -1.929344e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111208 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -19296426.000000 Penalty: 3926.283691
	Iteration 5F: 3 clusters Score -1.929643e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119581 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -19301006.000000 Penalty: 3926.283691
	Iteration 6F: 3 clusters Score -1.930101e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -19306850.000000 Penalty: 3926.283691
	Iteration 7F: 3 clusters Score -1.930685e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134867 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -19313590.000000 Penalty: 3926.283691
	Iteration 8F: 3 clusters Score -1.931359e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138205 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -19319700.000000 Penalty: 3926.283691
	Iteration 9F: 3 clusters Score -1.93197e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138324 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -19323704.000000 Penalty: 3926.283691
	Iteration 10Q: 3 clusters Score -1.93237e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136906 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -19325256.000000 Penalty: 3926.283691
	Iteration 11Q: 3 clusters Score -1.932526e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135144 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -19325740.000000 Penalty: 3926.283691
	Iteration 12Q: 3 clusters Score -1.932574e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133249 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -19325798.000000 Penalty: 3926.283691
	Iteration 13Q: 3 clusters Score -1.93258e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131325 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -19325686.000000 Penalty: 3926.283691
	Iteration 14Q: 3 clusters Score -1.932569e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129515 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -19325460.000000 Penalty: 3926.283691
	Iteration 15Q: 3 clusters Score -1.932546e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -19325444.000000 Penalty: 3926.283691
	Iteration 16Q: 3 clusters Score -1.932544e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126132 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -19325458.000000 Penalty: 3926.283691
	Iteration 17Q: 3 clusters Score -1.932546e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124481 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -19325502.000000 Penalty: 3926.283691
	Iteration 18Q: 3 clusters Score -1.93255e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122940 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -19325580.000000 Penalty: 3926.283691
	Iteration 19Q: 3 clusters Score -1.932558e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121539 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -19325654.000000 Penalty: 3926.283691
	Iteration 20F: 3 clusters Score -1.932565e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120209 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -19325688.000000 Penalty: 3926.283691
	Iteration 21Q: 3 clusters Score -1.932569e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118882 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -19325842.000000 Penalty: 3926.283691
	Iteration 22Q: 3 clusters Score -1.932584e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117550 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -19325956.000000 Penalty: 3926.283691
	Iteration 23Q: 3 clusters Score -1.932596e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116224 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -19326142.000000 Penalty: 3926.283691
	Iteration 24Q: 3 clusters Score -1.932614e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114868 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -19326310.000000 Penalty: 3926.283691
	Iteration 25Q: 3 clusters Score -1.932631e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113562 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -19326470.000000 Penalty: 3926.283691
	Iteration 26Q: 3 clusters Score -1.932647e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112289 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -19326586.000000 Penalty: 3926.283691
	Iteration 27Q: 3 clusters Score -1.932659e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -19326574.000000 Penalty: 3926.283691
	Iteration 28Q: 3 clusters Score -1.932657e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -19326634.000000 Penalty: 3926.283691
	Iteration 29Q: 3 clusters Score -1.932663e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108636 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -19326726.000000 Penalty: 3926.283691
	Iteration 30Q: 3 clusters Score -1.932673e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107418 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -19326786.000000 Penalty: 3926.283691
	Iteration 31Q: 3 clusters Score -1.932679e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106225 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -19326768.000000 Penalty: 3926.283691
	Iteration 32Q: 3 clusters Score -1.932677e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105060 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -19326804.000000 Penalty: 3926.283691
	Iteration 33Q: 3 clusters Score -1.93268e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -19326790.000000 Penalty: 3926.283691
	Iteration 34Q: 3 clusters Score -1.932679e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -19326724.000000 Penalty: 3926.283691
	Iteration 35Q: 3 clusters Score -1.932672e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 75193 members 
Entering Unmasked Estep 
Score: -19326736.000000 Penalty: 3926.283691
	Iteration 36Q: 3 clusters Score -1.932674e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -19326614.000000 Penalty: 3926.283691
	Iteration 37Q: 3 clusters Score -1.932661e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -19326708.000000 Penalty: 3926.283691
	Iteration 38Q: 3 clusters Score -1.932671e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96526 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -19326740.000000 Penalty: 3926.283691
	Iteration 39Q: 3 clusters Score -1.932674e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94934 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -19326812.000000 Penalty: 3926.283691
	Iteration 40F: 3 clusters Score -1.932681e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -19326856.000000 Penalty: 3926.283691
	Iteration 41Q: 3 clusters Score -1.932686e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -19326930.000000 Penalty: 3926.283691
	Iteration 42Q: 3 clusters Score -1.932693e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -19326950.000000 Penalty: 3926.283691
	Iteration 43Q: 3 clusters Score -1.932695e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88801 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -19326928.000000 Penalty: 3926.283691
	Iteration 44Q: 3 clusters Score -1.932693e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -19326506.000000 Penalty: 3926.283691
	Iteration 45Q: 3 clusters Score -1.932651e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -19325490.000000 Penalty: 3926.283691
	Iteration 46Q: 3 clusters Score -1.932549e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -19323932.000000 Penalty: 3926.283691
	Iteration 47Q: 3 clusters Score -1.932393e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 107163 members 
Entering Unmasked Estep 
Score: -19321820.000000 Penalty: 3926.283691
	Iteration 48Q: 3 clusters Score -1.932182e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 118588 members 
Entering Unmasked Estep 
Score: -19319874.000000 Penalty: 3926.283691
	Iteration 49F: 3 clusters Score -1.931987e+07 nChanged 14051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 132635 members 
Entering Unmasked Estep 
Score: -19321794.000000 Penalty: 3926.283691
	Iteration 50F: 3 clusters Score -1.932179e+07 nChanged 15215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 147842 members 
Entering Unmasked Estep 
Score: -19327934.000000 Penalty: 3926.283691
	Iteration 51F: 3 clusters Score -1.932793e+07 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 161052 members 
Entering Unmasked Estep 
Score: -19334204.000000 Penalty: 3926.283691
	Iteration 52F: 3 clusters Score -1.93342e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 168867 members 
Entering Unmasked Estep 
Score: -19337788.000000 Penalty: 3926.283691
	Iteration 53Q: 3 clusters Score -1.933779e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 172660 members 
Entering Unmasked Estep 
Score: -19339396.000000 Penalty: 3926.283691
	Iteration 54Q: 3 clusters Score -1.93394e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 174365 members 
Entering Unmasked Estep 
Score: -19339972.000000 Penalty: 3926.283691
	Iteration 55Q: 3 clusters Score -1.933997e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -19340176.000000 Penalty: 3926.283691
	Iteration 56Q: 3 clusters Score -1.934018e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 175525 members 
Entering Unmasked Estep 
Score: -19340372.000000 Penalty: 3926.283691
	Iteration 57Q: 3 clusters Score -1.934037e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 175713 members 
Entering Unmasked Estep 
Score: -19340428.000000 Penalty: 3926.283691
	Iteration 58Q: 3 clusters Score -1.934043e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 175797 members 
Entering Unmasked Estep 
Score: -19340422.000000 Penalty: 3926.283691
	Iteration 59Q: 3 clusters Score -1.934042e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 175860 members 
Entering Unmasked Estep 
Score: -19340452.000000 Penalty: 3926.283691
	Iteration 60F: 3 clusters Score -1.934045e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 175908 members 
Entering Unmasked Estep 
Score: -19340454.000000 Penalty: 3926.283691
	Iteration 61Q: 3 clusters Score -1.934045e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 175940 members 
Entering Unmasked Estep 
Score: -19340464.000000 Penalty: 3926.283691
	Iteration 62Q: 3 clusters Score -1.934046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 175966 members 
Entering Unmasked Estep 
Score: -19340472.000000 Penalty: 3926.283691
	Iteration 63Q: 3 clusters Score -1.934047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175978 members 
Entering Unmasked Estep 
Score: -19340480.000000 Penalty: 3926.283691
	Iteration 64Q: 3 clusters Score -1.934048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 175989 members 
Entering Unmasked Estep 
Score: -19340476.000000 Penalty: 3926.283691
	Iteration 65Q: 3 clusters Score -1.934048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -19340474.000000 Penalty: 3926.283691
	Iteration 66Q: 3 clusters Score -1.934047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 176001 members 
Entering Unmasked Estep 
Score: -19340474.000000 Penalty: 3926.283691
	Iteration 67Q: 3 clusters Score -1.934047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 176004 members 
Entering Unmasked Estep 
Score: -19340490.000000 Penalty: 3926.283691
	Iteration 68Q: 3 clusters Score -1.934049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 176014 members 
Entering Unmasked Estep 
Score: -19340496.000000 Penalty: 3926.283691
	Iteration 69Q: 3 clusters Score -1.93405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 176017 members 
Entering Unmasked Estep 
Score: -19340514.000000 Penalty: 3926.283691
	Iteration 70Q: 3 clusters Score -1.934051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 176020 members 
Entering Unmasked Estep 
Score: -19340506.000000 Penalty: 3926.283691
	Iteration 71Q: 3 clusters Score -1.934051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 176023 members 
Entering Unmasked Estep 
Score: -19340500.000000 Penalty: 3926.283691
	Iteration 72Q: 3 clusters Score -1.93405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 176024 members 
Entering Unmasked Estep 
Score: -19340500.000000 Penalty: 3926.283691
	Iteration 73Q: 3 clusters Score -1.93405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 176026 members 
Entering Unmasked Estep 
Score: -19340508.000000 Penalty: 3926.283691
	Iteration 74Q: 3 clusters Score -1.934051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 176027 members 
Entering Unmasked Estep 
Score: -19340522.000000 Penalty: 3926.283691
	Iteration 75Q: 3 clusters Score -1.934052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 176028 members 
Entering Unmasked Estep 
Score: -19340510.000000 Penalty: 3926.283691
	Iteration 76Q: 3 clusters Score -1.934051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 176029 members 
Entering Unmasked Estep 
Score: -19340514.000000 Penalty: 3926.283691
	Iteration 77Q: 3 clusters Score -1.934051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 176030 members 
Entering Unmasked Estep 
Score: -19340512.000000 Penalty: 3926.283691
	Iteration 78Q: 3 clusters Score -1.934051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 176031 members 
Entering Unmasked Estep 
Score: -19340514.000000 Penalty: 3926.283691
	Iteration 79Q: 3 clusters Score -1.934051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 176031 members 
Entering Unmasked Estep 
Score: -19340514.000000 Penalty: 3926.283691
	Iteration 80F: 3 clusters Score -1.934051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Entering Unmasked Estep 
Score: -1254341.375000 Penalty: 1522.026611
	Iteration 0F: 2 clusters Score -1254341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1246163.750000 Penalty: 3044.053223
	Iteration 0F: 3 clusters Score -1246164 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1248881.375000 Penalty: 3044.053223
	Iteration 1F: 3 clusters Score -1248881 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1249156.625000 Penalty: 3044.053223
	Iteration 2F: 3 clusters Score -1249157 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1249394.250000 Penalty: 3044.053223
	Iteration 3F: 3 clusters Score -1249394 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1249631.250000 Penalty: 3044.053223
	Iteration 4Q: 3 clusters Score -1249631 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1249887.250000 Penalty: 3044.053223
	Iteration 5Q: 3 clusters Score -1249887 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1250124.750000 Penalty: 3044.053223
	Iteration 6Q: 3 clusters Score -1250125 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1250359.625000 Penalty: 3044.053223
	Iteration 7Q: 3 clusters Score -1250360 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1250593.375000 Penalty: 3044.053223
	Iteration 8Q: 3 clusters Score -1250593 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1250832.250000 Penalty: 3044.053223
	Iteration 9Q: 3 clusters Score -1250832 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1251049.375000 Penalty: 3044.053223
	Iteration 10Q: 3 clusters Score -1251049 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1251216.625000 Penalty: 3044.053223
	Iteration 11Q: 3 clusters Score -1251217 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1251327.250000 Penalty: 3044.053223
	Iteration 12Q: 3 clusters Score -1251327 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1251420.125000 Penalty: 3044.053223
	Iteration 13Q: 3 clusters Score -1251420 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1251518.875000 Penalty: 3044.053223
	Iteration 14Q: 3 clusters Score -1251519 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1251621.000000 Penalty: 3044.053223
	Iteration 15Q: 3 clusters Score -1251621 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1251724.125000 Penalty: 3044.053223
	Iteration 16Q: 3 clusters Score -1251724 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1251856.250000 Penalty: 3044.053223
	Iteration 17Q: 3 clusters Score -1251856 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1252004.750000 Penalty: 3044.053223
	Iteration 18Q: 3 clusters Score -1252005 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1252144.500000 Penalty: 3044.053223
	Iteration 19Q: 3 clusters Score -1252144 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1252324.500000 Penalty: 3044.053223
	Iteration 20F: 3 clusters Score -1252324 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1252563.875000 Penalty: 3044.053223
	Iteration 21Q: 3 clusters Score -1252564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1252741.250000 Penalty: 3044.053223
	Iteration 22Q: 3 clusters Score -1252741 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1252842.625000 Penalty: 3044.053223
	Iteration 23Q: 3 clusters Score -1252843 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1252896.750000 Penalty: 3044.053223
	Iteration 24Q: 3 clusters Score -1252897 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1252927.000000 Penalty: 3044.053223
	Iteration 25Q: 3 clusters Score -1252927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1252949.625000 Penalty: 3044.053223
	Iteration 26Q: 3 clusters Score -1252950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1252963.875000 Penalty: 3044.053223
	Iteration 27Q: 3 clusters Score -1252964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1252973.375000 Penalty: 3044.053223
	Iteration 28Q: 3 clusters Score -1252973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1252987.500000 Penalty: 3044.053223
	Iteration 29Q: 3 clusters Score -1252988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1253005.875000 Penalty: 3044.053223
	Iteration 30Q: 3 clusters Score -1253006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1253011.500000 Penalty: 3044.053223
	Iteration 31Q: 3 clusters Score -1253012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1253025.375000 Penalty: 3044.053223
	Iteration 32Q: 3 clusters Score -1253025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1253037.500000 Penalty: 3044.053223
	Iteration 33Q: 3 clusters Score -1253038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1253045.625000 Penalty: 3044.053223
	Iteration 34Q: 3 clusters Score -1253046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1253047.500000 Penalty: 3044.053223
	Iteration 35Q: 3 clusters Score -1253048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1253052.375000 Penalty: 3044.053223
	Iteration 36Q: 3 clusters Score -1253052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1253055.750000 Penalty: 3044.053223
	Iteration 37Q: 3 clusters Score -1253056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1253056.000000 Penalty: 3044.053223
	Iteration 38Q: 3 clusters Score -1253056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1253062.000000 Penalty: 3044.053223
	Iteration 39Q: 3 clusters Score -1253062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1253061.375000 Penalty: 3044.053223
	Iteration 40F: 3 clusters Score -1253061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1253061.625000 Penalty: 3044.053223
	Iteration 41Q: 3 clusters Score -1253062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1253061.750000 Penalty: 3044.053223
	Iteration 42Q: 3 clusters Score -1253062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1253060.125000 Penalty: 3044.053223
	Iteration 43Q: 3 clusters Score -1253060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1253061.375000 Penalty: 3044.053223
	Iteration 44Q: 3 clusters Score -1253061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1253063.750000 Penalty: 3044.053223
	Iteration 45Q: 3 clusters Score -1253064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1253063.375000 Penalty: 3044.053223
	Iteration 46Q: 3 clusters Score -1253063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1253061.875000 Penalty: 3044.053223
	Iteration 47Q: 3 clusters Score -1253062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1253062.875000 Penalty: 3044.053223
	Iteration 48Q: 3 clusters Score -1253063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1253062.375000 Penalty: 3044.053223
	Iteration 49Q: 3 clusters Score -1253062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1253066.250000 Penalty: 3044.053223
	Iteration 50Q: 3 clusters Score -1253066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1253068.875000 Penalty: 3044.053223
	Iteration 51Q: 3 clusters Score -1253069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1253068.875000 Penalty: 3044.053223
	Iteration 52Q: 3 clusters Score -1253069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1253068.750000 Penalty: 3044.053223
	Iteration 53Q: 3 clusters Score -1253069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1253068.750000 Penalty: 3044.053223
	Iteration 54F: 3 clusters Score -1253069 nChanged 0
--- Evaluating fit on full set of 1157882 points ---
Entering Unmasked Estep 
Score: -125190416.000000 Penalty: 43107.992188
21->20 Clusters: Score -125190416.000000, best is -125195632.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 385960 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 18638 members 
Mstep: Class 3 contains 18144 members 
Mstep: Class 4 contains 18250 members 
Mstep: Class 5 contains 18396 members 
Mstep: Class 6 contains 18402 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 18438 members 
Mstep: Class 9 contains 18214 members 
Mstep: Class 10 contains 18325 members 
Mstep: Class 11 contains 18363 members 
Mstep: Class 12 contains 18413 members 
Mstep: Class 13 contains 18485 members 
Mstep: Class 14 contains 18428 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 18430 members 
Mstep: Class 17 contains 18559 members 
Mstep: Class 18 contains 18450 members 
Mstep: Class 19 contains 18348 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 18328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 440.407532 but Gain 2090.316406
Score: -40310524.000000 Penalty: 41806.339844
Iteration 0F: 21 clusters Score -4.031052e+07 nChanged 365571
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 30382 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 23432 members 
Mstep: Class 7 contains 6858 members 
Mstep: Class 8 contains 14761 members 
Mstep: Class 9 contains 7475 members 
Mstep: Class 10 contains 36182 members 
Mstep: Class 11 contains 9796 members 
Mstep: Class 12 contains 9654 members 
Mstep: Class 13 contains 18883 members 
Mstep: Class 14 contains 8544 members 
Mstep: Class 15 contains 35880 members 
Mstep: Class 16 contains 20113 members 
Mstep: Class 17 contains 16784 members 
Mstep: Class 18 contains 32239 members 
Mstep: Class 19 contains 14213 members 
Mstep: Class 20 contains 29266 members 
Mstep: Class 21 contains 18336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41159508.000000 Penalty: 41806.339844
Iteration 1F: 21 clusters Score -4.115951e+07 nChanged 138037
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 40036 members 
Mstep: Class 4 contains 13158 members 
Mstep: Class 5 contains 6069 members 
Mstep: Class 6 contains 17258 members 
Mstep: Class 7 contains 8854 members 
Mstep: Class 8 contains 15121 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 51149 members 
Mstep: Class 11 contains 7845 members 
Mstep: Class 12 contains 11212 members 
Mstep: Class 13 contains 18828 members 
Mstep: Class 14 contains 5406 members 
Mstep: Class 15 contains 37267 members 
Mstep: Class 16 contains 17222 members 
Mstep: Class 17 contains 14764 members 
Mstep: Class 18 contains 29485 members 
Mstep: Class 19 contains 13884 members 
Mstep: Class 20 contains 28122 members 
Mstep: Class 21 contains 14878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41338800.000000 Penalty: 41806.339844
Iteration 2F: 21 clusters Score -4.13388e+07 nChanged 91555
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 45489 members 
Mstep: Class 4 contains 10571 members 
Mstep: Class 5 contains 6151 members 
Mstep: Class 6 contains 12582 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 13610 members 
Mstep: Class 9 contains 6079 members 
Mstep: Class 10 contains 60590 members 
Mstep: Class 11 contains 8702 members 
Mstep: Class 12 contains 15595 members 
Mstep: Class 13 contains 16380 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 40626 members 
Mstep: Class 16 contains 15441 members 
Mstep: Class 17 contains 12062 members 
Mstep: Class 18 contains 28211 members 
Mstep: Class 19 contains 13696 members 
Mstep: Class 20 contains 24738 members 
Mstep: Class 21 contains 14871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41420792.000000 Penalty: 41806.339844
Iteration 3F: 21 clusters Score -4.142079e+07 nChanged 67183
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 48715 members 
Mstep: Class 4 contains 9881 members 
Mstep: Class 5 contains 6143 members 
Mstep: Class 6 contains 9663 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 11310 members 
Mstep: Class 9 contains 6118 members 
Mstep: Class 10 contains 67400 members 
Mstep: Class 11 contains 9750 members 
Mstep: Class 12 contains 19132 members 
Mstep: Class 13 contains 13640 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 45841 members 
Mstep: Class 16 contains 13757 members 
Mstep: Class 17 contains 9816 members 
Mstep: Class 18 contains 27504 members 
Mstep: Class 19 contains 13293 members 
Mstep: Class 20 contains 22521 members 
Mstep: Class 21 contains 15327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41472444.000000 Penalty: 41806.339844
Iteration 4F: 21 clusters Score -4.147244e+07 nChanged 53771
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 50880 members 
Mstep: Class 4 contains 9513 members 
Mstep: Class 5 contains 5910 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 8932 members 
Mstep: Class 9 contains 5907 members 
Mstep: Class 10 contains 72978 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 21581 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 52880 members 
Mstep: Class 16 contains 12422 members 
Mstep: Class 17 contains 8256 members 
Mstep: Class 18 contains 26408 members 
Mstep: Class 19 contains 12965 members 
Mstep: Class 20 contains 21283 members 
Mstep: Class 21 contains 15494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1845.641113 but Gain 2090.316406
Score: -41513328.000000 Penalty: 39716.023438
Iteration 5F: 20 clusters Score -4.151333e+07 nChanged 47943
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 51986 members 
Mstep: Class 4 contains 9085 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 5499 members 
Mstep: Class 7 contains 5442 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 5846 members 
Mstep: Class 10 contains 77821 members 
Mstep: Class 11 contains 10488 members 
Mstep: Class 12 contains 23356 members 
Mstep: Class 13 contains 8948 members 
Mstep: Class 15 contains 61505 members 
Mstep: Class 16 contains 11682 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 24715 members 
Mstep: Class 19 contains 12957 members 
Mstep: Class 20 contains 20399 members 
Mstep: Class 21 contains 15781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41548200.000000 Penalty: 39716.023438
Iteration 6F: 20 clusters Score -4.15482e+07 nChanged 40117
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 52241 members 
Mstep: Class 4 contains 8513 members 
Mstep: Class 5 contains 5286 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 5147 members 
Mstep: Class 8 contains 5592 members 
Mstep: Class 9 contains 5831 members 
Mstep: Class 10 contains 81768 members 
Mstep: Class 11 contains 10387 members 
Mstep: Class 12 contains 24406 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 15 contains 69877 members 
Mstep: Class 16 contains 11210 members 
Mstep: Class 17 contains 6166 members 
Mstep: Class 18 contains 22167 members 
Mstep: Class 19 contains 13170 members 
Mstep: Class 20 contains 19680 members 
Mstep: Class 21 contains 15493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41574504.000000 Penalty: 39716.023438
Iteration 7F: 20 clusters Score -4.15745e+07 nChanged 34576
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 52037 members 
Mstep: Class 4 contains 7932 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 4974 members 
Mstep: Class 8 contains 4611 members 
Mstep: Class 9 contains 5830 members 
Mstep: Class 10 contains 85241 members 
Mstep: Class 11 contains 10185 members 
Mstep: Class 12 contains 25109 members 
Mstep: Class 13 contains 4889 members 
Mstep: Class 15 contains 77694 members 
Mstep: Class 16 contains 10764 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 19079 members 
Mstep: Class 19 contains 13498 members 
Mstep: Class 20 contains 19079 members 
Mstep: Class 21 contains 15147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41595544.000000 Penalty: 39716.023438
Iteration 8F: 20 clusters Score -4.159554e+07 nChanged 29378
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 51725 members 
Mstep: Class 4 contains 7343 members 
Mstep: Class 5 contains 5018 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 4817 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 5879 members 
Mstep: Class 10 contains 88128 members 
Mstep: Class 11 contains 9971 members 
Mstep: Class 12 contains 25565 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 15 contains 84446 members 
Mstep: Class 16 contains 10355 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 15896 members 
Mstep: Class 19 contains 14084 members 
Mstep: Class 20 contains 18429 members 
Mstep: Class 21 contains 14789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41611344.000000 Penalty: 39716.023438
Iteration 9F: 20 clusters Score -4.161134e+07 nChanged 25141
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 51374 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 4685 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 90423 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 25836 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 15 contains 90069 members 
Mstep: Class 16 contains 10077 members 
Mstep: Class 17 contains 4319 members 
Mstep: Class 18 contains 13071 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 17861 members 
Mstep: Class 21 contains 14422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1641.997192 but Gain 2090.316406
Score: -41624112.000000 Penalty: 37625.707031
Iteration 10F: 19 clusters Score -4.162411e+07 nChanged 22579
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 51199 members 
Mstep: Class 4 contains 6211 members 
Mstep: Class 5 contains 5177 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 4575 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 5880 members 
Mstep: Class 10 contains 92226 members 
Mstep: Class 11 contains 9623 members 
Mstep: Class 12 contains 26037 members 
Mstep: Class 15 contains 95771 members 
Mstep: Class 16 contains 9843 members 
Mstep: Class 17 contains 3848 members 
Mstep: Class 18 contains 10975 members 
Mstep: Class 19 contains 15434 members 
Mstep: Class 20 contains 17349 members 
Mstep: Class 21 contains 14112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41634904.000000 Penalty: 37625.707031
Iteration 11F: 19 clusters Score -4.16349e+07 nChanged 17583
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 50754 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 5284 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 2354 members 
Mstep: Class 9 contains 5810 members 
Mstep: Class 10 contains 92084 members 
Mstep: Class 11 contains 9346 members 
Mstep: Class 12 contains 26147 members 
Mstep: Class 15 contains 100834 members 
Mstep: Class 16 contains 9664 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 9739 members 
Mstep: Class 19 contains 16139 members 
Mstep: Class 20 contains 16438 members 
Mstep: Class 21 contains 13759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41641288.000000 Penalty: 37625.707031
Iteration 12Q: 19 clusters Score -4.164129e+07 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 50308 members 
Mstep: Class 4 contains 5343 members 
Mstep: Class 5 contains 5404 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 4398 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 90891 members 
Mstep: Class 11 contains 9057 members 
Mstep: Class 12 contains 26186 members 
Mstep: Class 15 contains 105786 members 
Mstep: Class 16 contains 9524 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 9213 members 
Mstep: Class 19 contains 16814 members 
Mstep: Class 20 contains 15486 members 
Mstep: Class 21 contains 13515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41645276.000000 Penalty: 37625.707031
Iteration 13Q: 19 clusters Score -4.164528e+07 nChanged 13275
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 49886 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 88852 members 
Mstep: Class 11 contains 8815 members 
Mstep: Class 12 contains 26145 members 
Mstep: Class 15 contains 110787 members 
Mstep: Class 16 contains 9469 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 8923 members 
Mstep: Class 19 contains 17508 members 
Mstep: Class 20 contains 14635 members 
Mstep: Class 21 contains 13295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41648176.000000 Penalty: 37625.707031
Iteration 14Q: 19 clusters Score -4.164818e+07 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 49487 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 5618 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 86399 members 
Mstep: Class 11 contains 8623 members 
Mstep: Class 12 contains 26019 members 
Mstep: Class 15 contains 115814 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 8747 members 
Mstep: Class 19 contains 18198 members 
Mstep: Class 20 contains 13789 members 
Mstep: Class 21 contains 13106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41650092.000000 Penalty: 37625.707031
Iteration 15Q: 19 clusters Score -4.165009e+07 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 49211 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 5686 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 4185 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 5583 members 
Mstep: Class 10 contains 83660 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 25892 members 
Mstep: Class 15 contains 120608 members 
Mstep: Class 16 contains 9428 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 8634 members 
Mstep: Class 19 contains 18876 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 12990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41651876.000000 Penalty: 37625.707031
Iteration 16Q: 19 clusters Score -4.165188e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 49019 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 1235 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 80729 members 
Mstep: Class 11 contains 8194 members 
Mstep: Class 12 contains 25736 members 
Mstep: Class 15 contains 125150 members 
Mstep: Class 16 contains 9423 members 
Mstep: Class 17 contains 1983 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 19508 members 
Mstep: Class 20 contains 12411 members 
Mstep: Class 21 contains 12873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41653412.000000 Penalty: 37625.707031
Iteration 17Q: 19 clusters Score -4.165341e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 48913 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 5833 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 4054 members 
Mstep: Class 8 contains 1547 members 
Mstep: Class 9 contains 5534 members 
Mstep: Class 10 contains 77808 members 
Mstep: Class 11 contains 8004 members 
Mstep: Class 12 contains 25502 members 
Mstep: Class 15 contains 129386 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 8588 members 
Mstep: Class 19 contains 20133 members 
Mstep: Class 20 contains 11933 members 
Mstep: Class 21 contains 12742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41654804.000000 Penalty: 37625.707031
Iteration 18Q: 19 clusters Score -4.16548e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 48893 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 5913 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 1508 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 74995 members 
Mstep: Class 11 contains 7791 members 
Mstep: Class 12 contains 25284 members 
Mstep: Class 15 contains 133216 members 
Mstep: Class 16 contains 9452 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 8623 members 
Mstep: Class 19 contains 20752 members 
Mstep: Class 20 contains 11517 members 
Mstep: Class 21 contains 12575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41655868.000000 Penalty: 37625.707031
Iteration 19Q: 19 clusters Score -4.165587e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 48974 members 
Mstep: Class 4 contains 4284 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 3943 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 5458 members 
Mstep: Class 10 contains 72306 members 
Mstep: Class 11 contains 7594 members 
Mstep: Class 12 contains 25031 members 
Mstep: Class 15 contains 136565 members 
Mstep: Class 16 contains 9483 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 21365 members 
Mstep: Class 20 contains 11187 members 
Mstep: Class 21 contains 12475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41657012.000000 Penalty: 37625.707031
Iteration 20F: 19 clusters Score -4.165701e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 49106 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 3885 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 69725 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 12 contains 24789 members 
Mstep: Class 15 contains 139500 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 8675 members 
Mstep: Class 19 contains 21967 members 
Mstep: Class 20 contains 10999 members 
Mstep: Class 21 contains 12380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41657876.000000 Penalty: 37625.707031
Iteration 21Q: 19 clusters Score -4.165788e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 49276 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 6168 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 67411 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 24554 members 
Mstep: Class 15 contains 141932 members 
Mstep: Class 16 contains 9609 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 8721 members 
Mstep: Class 19 contains 22543 members 
Mstep: Class 20 contains 10859 members 
Mstep: Class 21 contains 12293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41658488.000000 Penalty: 37625.707031
Iteration 22Q: 19 clusters Score -4.165849e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 49484 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 65324 members 
Mstep: Class 11 contains 7153 members 
Mstep: Class 12 contains 24330 members 
Mstep: Class 15 contains 143911 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 1520 members 
Mstep: Class 18 contains 8759 members 
Mstep: Class 19 contains 23078 members 
Mstep: Class 20 contains 10779 members 
Mstep: Class 21 contains 12233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41659152.000000 Penalty: 37625.707031
Iteration 23Q: 19 clusters Score -4.165915e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 49766 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 6346 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 5319 members 
Mstep: Class 10 contains 63425 members 
Mstep: Class 11 contains 7050 members 
Mstep: Class 12 contains 24131 members 
Mstep: Class 15 contains 145548 members 
Mstep: Class 16 contains 9757 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 8781 members 
Mstep: Class 19 contains 23569 members 
Mstep: Class 20 contains 10777 members 
Mstep: Class 21 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2074.041260 but Gain 2090.316406
Score: -41659688.000000 Penalty: 35535.390625
Iteration 24Q: 18 clusters Score -4.165969e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 50192 members 
Mstep: Class 4 contains 4260 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 1318 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 1417 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 61695 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 23976 members 
Mstep: Class 15 contains 147810 members 
Mstep: Class 16 contains 9832 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 24080 members 
Mstep: Class 20 contains 10894 members 
Mstep: Class 21 contains 12121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41661728.000000 Penalty: 35535.390625
Iteration 25Q: 18 clusters Score -4.166173e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 50508 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 6591 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 1418 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 60071 members 
Mstep: Class 11 contains 6865 members 
Mstep: Class 12 contains 23743 members 
Mstep: Class 15 contains 148861 members 
Mstep: Class 16 contains 9928 members 
Mstep: Class 18 contains 8826 members 
Mstep: Class 19 contains 24612 members 
Mstep: Class 20 contains 10959 members 
Mstep: Class 21 contains 12016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41662244.000000 Penalty: 35535.390625
Iteration 26Q: 18 clusters Score -4.166224e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 50836 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 6711 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 3512 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 58579 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 23519 members 
Mstep: Class 15 contains 149798 members 
Mstep: Class 16 contains 10002 members 
Mstep: Class 18 contains 8847 members 
Mstep: Class 19 contains 25151 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 11922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41663008.000000 Penalty: 35535.390625
Iteration 27Q: 18 clusters Score -4.166301e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 51183 members 
Mstep: Class 4 contains 4235 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 3455 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 5543 members 
Mstep: Class 10 contains 57157 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 23302 members 
Mstep: Class 15 contains 150526 members 
Mstep: Class 16 contains 10084 members 
Mstep: Class 18 contains 8858 members 
Mstep: Class 19 contains 25686 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 11773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41663628.000000 Penalty: 35535.390625
Iteration 28Q: 18 clusters Score -4.166363e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 51543 members 
Mstep: Class 4 contains 4233 members 
Mstep: Class 5 contains 7052 members 
Mstep: Class 6 contains 1327 members 
Mstep: Class 7 contains 3403 members 
Mstep: Class 8 contains 1411 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 55950 members 
Mstep: Class 11 contains 6564 members 
Mstep: Class 12 contains 23110 members 
Mstep: Class 15 contains 151025 members 
Mstep: Class 16 contains 10155 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 26207 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 11630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41664264.000000 Penalty: 35535.390625
Iteration 29Q: 18 clusters Score -4.166426e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 51887 members 
Mstep: Class 4 contains 4223 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 3345 members 
Mstep: Class 8 contains 1404 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 54822 members 
Mstep: Class 11 contains 6488 members 
Mstep: Class 12 contains 22950 members 
Mstep: Class 15 contains 151414 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 26719 members 
Mstep: Class 20 contains 11531 members 
Mstep: Class 21 contains 11472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41664932.000000 Penalty: 35535.390625
Iteration 30Q: 18 clusters Score -4.166493e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 52273 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 7452 members 
Mstep: Class 6 contains 1328 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 53686 members 
Mstep: Class 11 contains 6430 members 
Mstep: Class 12 contains 22823 members 
Mstep: Class 15 contains 151801 members 
Mstep: Class 16 contains 10280 members 
Mstep: Class 18 contains 8848 members 
Mstep: Class 19 contains 27183 members 
Mstep: Class 20 contains 11704 members 
Mstep: Class 21 contains 11315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41665544.000000 Penalty: 35535.390625
Iteration 31Q: 18 clusters Score -4.166554e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 52689 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 1322 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 52543 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 12 contains 22680 members 
Mstep: Class 15 contains 152183 members 
Mstep: Class 16 contains 10349 members 
Mstep: Class 18 contains 8838 members 
Mstep: Class 19 contains 27625 members 
Mstep: Class 20 contains 11910 members 
Mstep: Class 21 contains 11132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41666180.000000 Penalty: 35535.390625
Iteration 32Q: 18 clusters Score -4.166618e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 53129 members 
Mstep: Class 4 contains 4271 members 
Mstep: Class 5 contains 7867 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 51420 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 22520 members 
Mstep: Class 15 contains 152551 members 
Mstep: Class 16 contains 10407 members 
Mstep: Class 18 contains 8850 members 
Mstep: Class 19 contains 28050 members 
Mstep: Class 20 contains 12121 members 
Mstep: Class 21 contains 10945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41666672.000000 Penalty: 35535.390625
Iteration 33Q: 18 clusters Score -4.166667e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 53563 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 5190 members 
Mstep: Class 10 contains 50360 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 15 contains 152917 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 18 contains 8859 members 
Mstep: Class 19 contains 28432 members 
Mstep: Class 20 contains 12325 members 
Mstep: Class 21 contains 10790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667336.000000 Penalty: 35535.390625
Iteration 34Q: 18 clusters Score -4.166734e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 53985 members 
Mstep: Class 4 contains 4336 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 3081 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 5081 members 
Mstep: Class 10 contains 49262 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 22219 members 
Mstep: Class 15 contains 153340 members 
Mstep: Class 16 contains 10522 members 
Mstep: Class 18 contains 8871 members 
Mstep: Class 19 contains 28831 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 10632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667688.000000 Penalty: 35535.390625
Iteration 35Q: 18 clusters Score -4.166769e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 54454 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 3024 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 4973 members 
Mstep: Class 10 contains 48214 members 
Mstep: Class 11 contains 6037 members 
Mstep: Class 12 contains 22050 members 
Mstep: Class 15 contains 153731 members 
Mstep: Class 16 contains 10585 members 
Mstep: Class 18 contains 8861 members 
Mstep: Class 19 contains 29218 members 
Mstep: Class 20 contains 12716 members 
Mstep: Class 21 contains 10509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41668184.000000 Penalty: 35535.390625
Iteration 36Q: 18 clusters Score -4.166818e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 54917 members 
Mstep: Class 4 contains 4360 members 
Mstep: Class 5 contains 8492 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 2961 members 
Mstep: Class 8 contains 1328 members 
Mstep: Class 9 contains 4883 members 
Mstep: Class 10 contains 47194 members 
Mstep: Class 11 contains 5971 members 
Mstep: Class 12 contains 21903 members 
Mstep: Class 15 contains 154057 members 
Mstep: Class 16 contains 10648 members 
Mstep: Class 18 contains 8848 members 
Mstep: Class 19 contains 29613 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41668652.000000 Penalty: 35535.390625
Iteration 37Q: 18 clusters Score -4.166865e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 55388 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 8588 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 1319 members 
Mstep: Class 9 contains 4769 members 
Mstep: Class 10 contains 46191 members 
Mstep: Class 11 contains 5890 members 
Mstep: Class 12 contains 21759 members 
Mstep: Class 15 contains 154411 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 18 contains 8836 members 
Mstep: Class 19 contains 29988 members 
Mstep: Class 20 contains 13112 members 
Mstep: Class 21 contains 10310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669168.000000 Penalty: 35535.390625
Iteration 38Q: 18 clusters Score -4.166917e+07 nChanged 3184
Entering ConstructFrom: 
Score: -41669168.000000 Penalty: 35535.390625
Entering ConstructFrom: 
Trying to split cluster 1 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -673273.687500 Penalty: 1414.992798
	Iteration 0F: 2 clusters Score -673273.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -668574.312500 Penalty: 2829.985596
	Iteration 0F: 3 clusters Score -668574.3 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -670072.500000 Penalty: 2829.985596
	Iteration 1F: 3 clusters Score -670072.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -670394.062500 Penalty: 2829.985596
	Iteration 2F: 3 clusters Score -670394.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -670662.875000 Penalty: 2829.985596
	Iteration 3F: 3 clusters Score -670662.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -670908.250000 Penalty: 2829.985596
	Iteration 4F: 3 clusters Score -670908.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -671121.062500 Penalty: 2829.985596
	Iteration 5F: 3 clusters Score -671121.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -671299.000000 Penalty: 2829.985596
	Iteration 6Q: 3 clusters Score -671299 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -671429.437500 Penalty: 2829.985596
	Iteration 7Q: 3 clusters Score -671429.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -671497.187500 Penalty: 2829.985596
	Iteration 8Q: 3 clusters Score -671497.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -671544.875000 Penalty: 2829.985596
	Iteration 9Q: 3 clusters Score -671544.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -671572.437500 Penalty: 2829.985596
	Iteration 10Q: 3 clusters Score -671572.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -671593.125000 Penalty: 2829.985596
	Iteration 11Q: 3 clusters Score -671593.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -671603.625000 Penalty: 2829.985596
	Iteration 12Q: 3 clusters Score -671603.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -671613.500000 Penalty: 2829.985596
	Iteration 13Q: 3 clusters Score -671613.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -671622.375000 Penalty: 2829.985596
	Iteration 14Q: 3 clusters Score -671622.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -671635.187500 Penalty: 2829.985596
	Iteration 15Q: 3 clusters Score -671635.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -671644.312500 Penalty: 2829.985596
	Iteration 16Q: 3 clusters Score -671644.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -671657.250000 Penalty: 2829.985596
	Iteration 17Q: 3 clusters Score -671657.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -671666.125000 Penalty: 2829.985596
	Iteration 18Q: 3 clusters Score -671666.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -671674.187500 Penalty: 2829.985596
	Iteration 19Q: 3 clusters Score -671674.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -671684.437500 Penalty: 2829.985596
	Iteration 20F: 3 clusters Score -671684.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -671694.562500 Penalty: 2829.985596
	Iteration 21Q: 3 clusters Score -671694.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -671703.312500 Penalty: 2829.985596
	Iteration 22Q: 3 clusters Score -671703.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -671705.875000 Penalty: 2829.985596
	Iteration 23Q: 3 clusters Score -671705.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -671708.562500 Penalty: 2829.985596
	Iteration 24Q: 3 clusters Score -671708.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -671715.812500 Penalty: 2829.985596
	Iteration 25Q: 3 clusters Score -671715.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -671727.625000 Penalty: 2829.985596
	Iteration 26Q: 3 clusters Score -671727.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -671739.250000 Penalty: 2829.985596
	Iteration 27Q: 3 clusters Score -671739.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -671760.062500 Penalty: 2829.985596
	Iteration 28Q: 3 clusters Score -671760.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -671779.187500 Penalty: 2829.985596
	Iteration 29Q: 3 clusters Score -671779.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -671792.500000 Penalty: 2829.985596
	Iteration 30Q: 3 clusters Score -671792.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -671807.312500 Penalty: 2829.985596
	Iteration 31Q: 3 clusters Score -671807.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -671823.687500 Penalty: 2829.985596
	Iteration 32Q: 3 clusters Score -671823.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -671840.437500 Penalty: 2829.985596
	Iteration 33Q: 3 clusters Score -671840.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -671862.437500 Penalty: 2829.985596
	Iteration 34Q: 3 clusters Score -671862.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -671877.937500 Penalty: 2829.985596
	Iteration 35Q: 3 clusters Score -671877.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -671890.625000 Penalty: 2829.985596
	Iteration 36Q: 3 clusters Score -671890.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -671901.437500 Penalty: 2829.985596
	Iteration 37Q: 3 clusters Score -671901.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -671908.062500 Penalty: 2829.985596
	Iteration 38Q: 3 clusters Score -671908.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -671916.812500 Penalty: 2829.985596
	Iteration 39Q: 3 clusters Score -671916.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -671922.687500 Penalty: 2829.985596
	Iteration 40F: 3 clusters Score -671922.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -671923.187500 Penalty: 2829.985596
	Iteration 41Q: 3 clusters Score -671923.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -671926.687500 Penalty: 2829.985596
	Iteration 42Q: 3 clusters Score -671926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -671926.625000 Penalty: 2829.985596
	Iteration 43Q: 3 clusters Score -671926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -671927.562500 Penalty: 2829.985596
	Iteration 44Q: 3 clusters Score -671927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -671928.125000 Penalty: 2829.985596
	Iteration 45Q: 3 clusters Score -671928.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -671929.250000 Penalty: 2829.985596
	Iteration 46Q: 3 clusters Score -671929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -671929.750000 Penalty: 2829.985596
	Iteration 47Q: 3 clusters Score -671929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -671932.125000 Penalty: 2829.985596
	Iteration 48Q: 3 clusters Score -671932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -671932.875000 Penalty: 2829.985596
	Iteration 49Q: 3 clusters Score -671932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -671932.687500 Penalty: 2829.985596
	Iteration 50Q: 3 clusters Score -671932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -671934.562500 Penalty: 2829.985596
	Iteration 51Q: 3 clusters Score -671934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -671934.937500 Penalty: 2829.985596
	Iteration 52Q: 3 clusters Score -671934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -671934.437500 Penalty: 2829.985596
	Iteration 53Q: 3 clusters Score -671934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -671934.000000 Penalty: 2829.985596
	Iteration 54Q: 3 clusters Score -671934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -671934.937500 Penalty: 2829.985596
	Iteration 55Q: 3 clusters Score -671934.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -671935.875000 Penalty: 2829.985596
	Iteration 56Q: 3 clusters Score -671935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -671935.937500 Penalty: 2829.985596
	Iteration 57Q: 3 clusters Score -671935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -671935.500000 Penalty: 2829.985596
	Iteration 58Q: 3 clusters Score -671935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -671935.500000 Penalty: 2829.985596
	Iteration 59F: 3 clusters Score -671935.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Entering Unmasked Estep 
Score: -6233246.500000 Penalty: 1776.118408
	Iteration 0F: 2 clusters Score -6233246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -6196055.500000 Penalty: 3552.236816
	Iteration 0F: 3 clusters Score -6196056 nChanged 26343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6210782.000000 Penalty: 3552.236816
	Iteration 1F: 3 clusters Score -6210782 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -6211329.000000 Penalty: 3552.236816
	Iteration 2Q: 3 clusters Score -6211329 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -6212040.500000 Penalty: 3552.236816
	Iteration 3Q: 3 clusters Score -6212040 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -6213053.500000 Penalty: 3552.236816
	Iteration 4Q: 3 clusters Score -6213054 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -6214588.500000 Penalty: 3552.236816
	Iteration 5F: 3 clusters Score -6214588 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -6216728.000000 Penalty: 3552.236816
	Iteration 6F: 3 clusters Score -6216728 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -6219234.500000 Penalty: 3552.236816
	Iteration 7F: 3 clusters Score -6219234 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -6221567.000000 Penalty: 3552.236816
	Iteration 8F: 3 clusters Score -6221567 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -6223270.000000 Penalty: 3552.236816
	Iteration 9F: 3 clusters Score -6223270 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -6224780.000000 Penalty: 3552.236816
	Iteration 10Q: 3 clusters Score -6224780 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -6226242.500000 Penalty: 3552.236816
	Iteration 11Q: 3 clusters Score -6226242 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -6227942.000000 Penalty: 3552.236816
	Iteration 12Q: 3 clusters Score -6227942 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -6229921.500000 Penalty: 3552.236816
	Iteration 13Q: 3 clusters Score -6229922 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -6231585.000000 Penalty: 3552.236816
	Iteration 14Q: 3 clusters Score -6231585 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -6232852.000000 Penalty: 3552.236816
	Iteration 15Q: 3 clusters Score -6232852 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -6233506.000000 Penalty: 3552.236816
	Iteration 16Q: 3 clusters Score -6233506 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -6233870.000000 Penalty: 3552.236816
	Iteration 17Q: 3 clusters Score -6233870 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -6234010.000000 Penalty: 3552.236816
	Iteration 18Q: 3 clusters Score -6234010 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -6234089.000000 Penalty: 3552.236816
	Iteration 19Q: 3 clusters Score -6234089 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -6234118.500000 Penalty: 3552.236816
	Iteration 20F: 3 clusters Score -6234118 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -6234132.500000 Penalty: 3552.236816
	Iteration 21Q: 3 clusters Score -6234132 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -6234148.000000 Penalty: 3552.236816
	Iteration 22Q: 3 clusters Score -6234148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -6234162.500000 Penalty: 3552.236816
	Iteration 23Q: 3 clusters Score -6234162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -6234179.500000 Penalty: 3552.236816
	Iteration 24Q: 3 clusters Score -6234180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -6234181.000000 Penalty: 3552.236816
	Iteration 25Q: 3 clusters Score -6234181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -6234195.000000 Penalty: 3552.236816
	Iteration 26Q: 3 clusters Score -6234195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -6234201.500000 Penalty: 3552.236816
	Iteration 27Q: 3 clusters Score -6234202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -6234198.000000 Penalty: 3552.236816
	Iteration 28Q: 3 clusters Score -6234198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -6234198.500000 Penalty: 3552.236816
	Iteration 29Q: 3 clusters Score -6234198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -6234194.500000 Penalty: 3552.236816
	Iteration 30Q: 3 clusters Score -6234194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -6234198.000000 Penalty: 3552.236816
	Iteration 31Q: 3 clusters Score -6234198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -6234195.500000 Penalty: 3552.236816
	Iteration 32Q: 3 clusters Score -6234196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -6234198.500000 Penalty: 3552.236816
	Iteration 33Q: 3 clusters Score -6234198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -6234193.500000 Penalty: 3552.236816
	Iteration 34Q: 3 clusters Score -6234194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -6234196.000000 Penalty: 3552.236816
	Iteration 35Q: 3 clusters Score -6234196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -6234194.500000 Penalty: 3552.236816
	Iteration 36Q: 3 clusters Score -6234194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -6234194.500000 Penalty: 3552.236816
	Iteration 37F: 3 clusters Score -6234194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 34174 members 
Mstep: Class 3 contains 21650 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 8667 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 2850 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 45264 members 
Mstep: Class 11 contains 5816 members 
Mstep: Class 12 contains 21580 members 
Mstep: Class 15 contains 154684 members 
Mstep: Class 16 contains 10748 members 
Mstep: Class 18 contains 8830 members 
Mstep: Class 19 contains 30376 members 
Mstep: Class 20 contains 13343 members 
Mstep: Class 21 contains 10233 members 
Entering Unmasked Estep 
Score: -41669820.000000 Penalty: 37625.707031
Splitting cluster 2 changes total score from -41669168.000000 to -41669820.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -487682.000000 Penalty: 1363.529297
	Iteration 0F: 2 clusters Score -487682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -484074.406250 Penalty: 2727.058594
	Iteration 0F: 3 clusters Score -484074.4 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -485050.843750 Penalty: 2727.058594
	Iteration 1F: 3 clusters Score -485050.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -485208.500000 Penalty: 2727.058594
	Iteration 2F: 3 clusters Score -485208.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -485304.218750 Penalty: 2727.058594
	Iteration 3Q: 3 clusters Score -485304.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -485361.125000 Penalty: 2727.058594
	Iteration 4Q: 3 clusters Score -485361.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -485393.875000 Penalty: 2727.058594
	Iteration 5Q: 3 clusters Score -485393.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -485420.656250 Penalty: 2727.058594
	Iteration 6Q: 3 clusters Score -485420.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -485444.250000 Penalty: 2727.058594
	Iteration 7Q: 3 clusters Score -485444.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -485461.281250 Penalty: 2727.058594
	Iteration 8Q: 3 clusters Score -485461.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -485474.312500 Penalty: 2727.058594
	Iteration 9Q: 3 clusters Score -485474.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -485489.875000 Penalty: 2727.058594
	Iteration 10Q: 3 clusters Score -485489.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -485507.437500 Penalty: 2727.058594
	Iteration 11Q: 3 clusters Score -485507.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -485524.343750 Penalty: 2727.058594
	Iteration 12Q: 3 clusters Score -485524.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -485541.187500 Penalty: 2727.058594
	Iteration 13Q: 3 clusters Score -485541.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -485556.906250 Penalty: 2727.058594
	Iteration 14Q: 3 clusters Score -485556.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -485570.062500 Penalty: 2727.058594
	Iteration 15Q: 3 clusters Score -485570.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -485580.687500 Penalty: 2727.058594
	Iteration 16Q: 3 clusters Score -485580.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -485595.312500 Penalty: 2727.058594
	Iteration 17Q: 3 clusters Score -485595.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -485610.562500 Penalty: 2727.058594
	Iteration 18Q: 3 clusters Score -485610.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -485622.281250 Penalty: 2727.058594
	Iteration 19Q: 3 clusters Score -485622.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -485636.687500 Penalty: 2727.058594
	Iteration 20F: 3 clusters Score -485636.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -485649.531250 Penalty: 2727.058594
	Iteration 21Q: 3 clusters Score -485649.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -485663.875000 Penalty: 2727.058594
	Iteration 22Q: 3 clusters Score -485663.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -485677.875000 Penalty: 2727.058594
	Iteration 23Q: 3 clusters Score -485677.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -485695.031250 Penalty: 2727.058594
	Iteration 24Q: 3 clusters Score -485695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -485718.406250 Penalty: 2727.058594
	Iteration 25Q: 3 clusters Score -485718.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -485742.125000 Penalty: 2727.058594
	Iteration 26Q: 3 clusters Score -485742.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -485765.906250 Penalty: 2727.058594
	Iteration 27Q: 3 clusters Score -485765.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -485791.156250 Penalty: 2727.058594
	Iteration 28Q: 3 clusters Score -485791.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -485815.500000 Penalty: 2727.058594
	Iteration 29Q: 3 clusters Score -485815.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -485844.625000 Penalty: 2727.058594
	Iteration 30Q: 3 clusters Score -485844.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -485881.593750 Penalty: 2727.058594
	Iteration 31Q: 3 clusters Score -485881.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -485928.843750 Penalty: 2727.058594
	Iteration 32Q: 3 clusters Score -485928.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -485975.125000 Penalty: 2727.058594
	Iteration 33Q: 3 clusters Score -485975.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -486018.437500 Penalty: 2727.058594
	Iteration 34Q: 3 clusters Score -486018.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -486059.875000 Penalty: 2727.058594
	Iteration 35Q: 3 clusters Score -486059.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -486089.343750 Penalty: 2727.058594
	Iteration 36Q: 3 clusters Score -486089.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -486128.281250 Penalty: 2727.058594
	Iteration 37Q: 3 clusters Score -486128.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -486180.562500 Penalty: 2727.058594
	Iteration 38Q: 3 clusters Score -486180.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -486224.656250 Penalty: 2727.058594
	Iteration 39Q: 3 clusters Score -486224.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -486258.812500 Penalty: 2727.058594
	Iteration 40F: 3 clusters Score -486258.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -486283.031250 Penalty: 2727.058594
	Iteration 41Q: 3 clusters Score -486283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -486301.312500 Penalty: 2727.058594
	Iteration 42Q: 3 clusters Score -486301.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -486329.125000 Penalty: 2727.058594
	Iteration 43Q: 3 clusters Score -486329.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -486352.843750 Penalty: 2727.058594
	Iteration 44Q: 3 clusters Score -486352.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -486372.656250 Penalty: 2727.058594
	Iteration 45Q: 3 clusters Score -486372.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -486388.843750 Penalty: 2727.058594
	Iteration 46Q: 3 clusters Score -486388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -486398.062500 Penalty: 2727.058594
	Iteration 47Q: 3 clusters Score -486398.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -486408.000000 Penalty: 2727.058594
	Iteration 48Q: 3 clusters Score -486408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -486414.781250 Penalty: 2727.058594
	Iteration 49Q: 3 clusters Score -486414.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -486420.625000 Penalty: 2727.058594
	Iteration 50Q: 3 clusters Score -486420.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -486427.250000 Penalty: 2727.058594
	Iteration 51Q: 3 clusters Score -486427.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -486434.125000 Penalty: 2727.058594
	Iteration 52Q: 3 clusters Score -486434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -486443.531250 Penalty: 2727.058594
	Iteration 53Q: 3 clusters Score -486443.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -486449.812500 Penalty: 2727.058594
	Iteration 54Q: 3 clusters Score -486449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -486456.218750 Penalty: 2727.058594
	Iteration 55Q: 3 clusters Score -486456.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -486465.562500 Penalty: 2727.058594
	Iteration 56Q: 3 clusters Score -486465.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -486473.718750 Penalty: 2727.058594
	Iteration 57Q: 3 clusters Score -486473.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -486482.156250 Penalty: 2727.058594
	Iteration 58Q: 3 clusters Score -486482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -486487.125000 Penalty: 2727.058594
	Iteration 59Q: 3 clusters Score -486487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -486491.656250 Penalty: 2727.058594
	Iteration 60F: 3 clusters Score -486491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -486492.000000 Penalty: 2727.058594
	Iteration 61Q: 3 clusters Score -486492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -486492.531250 Penalty: 2727.058594
	Iteration 62Q: 3 clusters Score -486492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -486494.312500 Penalty: 2727.058594
	Iteration 63Q: 3 clusters Score -486494.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -486494.312500 Penalty: 2727.058594
	Iteration 64F: 3 clusters Score -486494.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -942740.187500 Penalty: 1473.432617
	Iteration 0F: 2 clusters Score -942740.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -936442.937500 Penalty: 2946.865234
	Iteration 0F: 3 clusters Score -936442.9 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -938606.812500 Penalty: 2946.865234
	Iteration 1F: 3 clusters Score -938606.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -939100.812500 Penalty: 2946.865234
	Iteration 2F: 3 clusters Score -939100.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -939675.750000 Penalty: 2946.865234
	Iteration 3F: 3 clusters Score -939675.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -940399.000000 Penalty: 2946.865234
	Iteration 4F: 3 clusters Score -940399 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -941223.375000 Penalty: 2946.865234
	Iteration 5F: 3 clusters Score -941223.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -941716.000000 Penalty: 2946.865234
	Iteration 6F: 3 clusters Score -941716 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -941998.500000 Penalty: 2946.865234
	Iteration 7F: 3 clusters Score -941998.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -942181.750000 Penalty: 2946.865234
	Iteration 8Q: 3 clusters Score -942181.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -942323.500000 Penalty: 2946.865234
	Iteration 9Q: 3 clusters Score -942323.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -942427.187500 Penalty: 2946.865234
	Iteration 10Q: 3 clusters Score -942427.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -942527.062500 Penalty: 2946.865234
	Iteration 11Q: 3 clusters Score -942527.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -942626.250000 Penalty: 2946.865234
	Iteration 12Q: 3 clusters Score -942626.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -942733.125000 Penalty: 2946.865234
	Iteration 13Q: 3 clusters Score -942733.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -942842.250000 Penalty: 2946.865234
	Iteration 14Q: 3 clusters Score -942842.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -942950.750000 Penalty: 2946.865234
	Iteration 15Q: 3 clusters Score -942950.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -943051.937500 Penalty: 2946.865234
	Iteration 16Q: 3 clusters Score -943051.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -943110.625000 Penalty: 2946.865234
	Iteration 17Q: 3 clusters Score -943110.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -943141.562500 Penalty: 2946.865234
	Iteration 18Q: 3 clusters Score -943141.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -943162.312500 Penalty: 2946.865234
	Iteration 19Q: 3 clusters Score -943162.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -943177.937500 Penalty: 2946.865234
	Iteration 20F: 3 clusters Score -943177.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -943180.187500 Penalty: 2946.865234
	Iteration 21Q: 3 clusters Score -943180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -943182.250000 Penalty: 2946.865234
	Iteration 22Q: 3 clusters Score -943182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -943183.750000 Penalty: 2946.865234
	Iteration 23Q: 3 clusters Score -943183.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -943184.375000 Penalty: 2946.865234
	Iteration 24Q: 3 clusters Score -943184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -943187.062500 Penalty: 2946.865234
	Iteration 25Q: 3 clusters Score -943187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -943188.562500 Penalty: 2946.865234
	Iteration 26Q: 3 clusters Score -943188.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -943190.500000 Penalty: 2946.865234
	Iteration 27Q: 3 clusters Score -943190.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -943191.375000 Penalty: 2946.865234
	Iteration 28Q: 3 clusters Score -943191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -943190.562500 Penalty: 2946.865234
	Iteration 29Q: 3 clusters Score -943190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -943189.875000 Penalty: 2946.865234
	Iteration 30Q: 3 clusters Score -943189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -943190.875000 Penalty: 2946.865234
	Iteration 31Q: 3 clusters Score -943190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -943191.000000 Penalty: 2946.865234
	Iteration 32Q: 3 clusters Score -943191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -943191.562500 Penalty: 2946.865234
	Iteration 33Q: 3 clusters Score -943191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -943191.812500 Penalty: 2946.865234
	Iteration 34Q: 3 clusters Score -943191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -943192.312500 Penalty: 2946.865234
	Iteration 35Q: 3 clusters Score -943192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -943190.812500 Penalty: 2946.865234
	Iteration 36Q: 3 clusters Score -943190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -943189.750000 Penalty: 2946.865234
	Iteration 37Q: 3 clusters Score -943189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -943192.312500 Penalty: 2946.865234
	Iteration 38Q: 3 clusters Score -943192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -943191.375000 Penalty: 2946.865234
	Iteration 39Q: 3 clusters Score -943191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -943191.875000 Penalty: 2946.865234
	Iteration 40F: 3 clusters Score -943191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 34174 members 
Mstep: Class 3 contains 21650 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 6867 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 2850 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 45264 members 
Mstep: Class 11 contains 5816 members 
Mstep: Class 12 contains 21580 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 15 contains 154684 members 
Mstep: Class 16 contains 10748 members 
Mstep: Class 18 contains 8830 members 
Mstep: Class 19 contains 30376 members 
Mstep: Class 20 contains 13343 members 
Mstep: Class 21 contains 10233 members 
Entering Unmasked Estep 
Score: -41669712.000000 Penalty: 39716.023438
Splitting cluster 5 changes total score from -41669168.000000 to -41669712.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 6 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -139798.250000 Penalty: 1166.885010
	Iteration 0F: 2 clusters Score -139798.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138154.593750 Penalty: 2333.770020
	Iteration 0F: 3 clusters Score -138154.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -138488.140625 Penalty: 2333.770020
	Iteration 1F: 3 clusters Score -138488.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138572.515625 Penalty: 2333.770020
	Iteration 2F: 3 clusters Score -138572.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -138603.062500 Penalty: 2333.770020
	Iteration 3Q: 3 clusters Score -138603.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -138624.453125 Penalty: 2333.770020
	Iteration 4Q: 3 clusters Score -138624.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138642.218750 Penalty: 2333.770020
	Iteration 5Q: 3 clusters Score -138642.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138647.765625 Penalty: 2333.770020
	Iteration 6Q: 3 clusters Score -138647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138652.468750 Penalty: 2333.770020
	Iteration 7Q: 3 clusters Score -138652.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138655.937500 Penalty: 2333.770020
	Iteration 8Q: 3 clusters Score -138655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -138660.437500 Penalty: 2333.770020
	Iteration 9Q: 3 clusters Score -138660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138663.031250 Penalty: 2333.770020
	Iteration 10Q: 3 clusters Score -138663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138663.031250 Penalty: 2333.770020
	Iteration 11F: 3 clusters Score -138663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -273494.750000 Penalty: 1292.699585
	Iteration 0F: 2 clusters Score -273494.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -271191.625000 Penalty: 2585.399170
	Iteration 0F: 3 clusters Score -271191.6 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -273340.093750 Penalty: 2585.399170
	Iteration 1F: 3 clusters Score -273340.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -274578.250000 Penalty: 2585.399170
	Iteration 2F: 3 clusters Score -274578.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -275210.312500 Penalty: 2585.399170
	Iteration 3F: 3 clusters Score -275210.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -275314.031250 Penalty: 2585.399170
	Iteration 4Q: 3 clusters Score -275314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -275349.593750 Penalty: 2585.399170
	Iteration 5Q: 3 clusters Score -275349.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -275363.437500 Penalty: 2585.399170
	Iteration 6Q: 3 clusters Score -275363.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -275371.593750 Penalty: 2585.399170
	Iteration 7Q: 3 clusters Score -275371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -275375.937500 Penalty: 2585.399170
	Iteration 8Q: 3 clusters Score -275375.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -275381.093750 Penalty: 2585.399170
	Iteration 9Q: 3 clusters Score -275381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -275393.093750 Penalty: 2585.399170
	Iteration 10Q: 3 clusters Score -275393.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -275407.093750 Penalty: 2585.399170
	Iteration 11Q: 3 clusters Score -275407.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -275418.781250 Penalty: 2585.399170
	Iteration 12Q: 3 clusters Score -275418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -275426.375000 Penalty: 2585.399170
	Iteration 13Q: 3 clusters Score -275426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -275434.812500 Penalty: 2585.399170
	Iteration 14Q: 3 clusters Score -275434.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -275450.625000 Penalty: 2585.399170
	Iteration 15Q: 3 clusters Score -275450.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -275462.437500 Penalty: 2585.399170
	Iteration 16Q: 3 clusters Score -275462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -275467.156250 Penalty: 2585.399170
	Iteration 17Q: 3 clusters Score -275467.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -275467.656250 Penalty: 2585.399170
	Iteration 18Q: 3 clusters Score -275467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -275469.000000 Penalty: 2585.399170
	Iteration 19Q: 3 clusters Score -275469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -275470.875000 Penalty: 2585.399170
	Iteration 20F: 3 clusters Score -275470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -275470.687500 Penalty: 2585.399170
	Iteration 21Q: 3 clusters Score -275470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -275470.687500 Penalty: 2585.399170
	Iteration 22F: 3 clusters Score -275470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 34174 members 
Mstep: Class 3 contains 21650 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 6867 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 2403 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 45264 members 
Mstep: Class 11 contains 5816 members 
Mstep: Class 12 contains 21580 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 154684 members 
Mstep: Class 16 contains 10748 members 
Mstep: Class 18 contains 8830 members 
Mstep: Class 19 contains 30376 members 
Mstep: Class 20 contains 13343 members 
Mstep: Class 21 contains 10233 members 
Entering Unmasked Estep 
Score: -41670928.000000 Penalty: 41806.339844
Splitting cluster 7 changes total score from -41669168.000000 to -41670928.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 8 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -146500.390625 Penalty: 1166.389648
	Iteration 0F: 2 clusters Score -146500.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -144851.296875 Penalty: 2332.779297
	Iteration 0F: 3 clusters Score -144851.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -145144.390625 Penalty: 2332.779297
	Iteration 1F: 3 clusters Score -145144.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -145212.828125 Penalty: 2332.779297
	Iteration 2F: 3 clusters Score -145212.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145258.500000 Penalty: 2332.779297
	Iteration 3Q: 3 clusters Score -145258.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -145282.156250 Penalty: 2332.779297
	Iteration 4Q: 3 clusters Score -145282.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -145299.937500 Penalty: 2332.779297
	Iteration 5Q: 3 clusters Score -145299.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -145310.218750 Penalty: 2332.779297
	Iteration 6Q: 3 clusters Score -145310.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -145315.953125 Penalty: 2332.779297
	Iteration 7Q: 3 clusters Score -145316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -145319.640625 Penalty: 2332.779297
	Iteration 8Q: 3 clusters Score -145319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -145325.984375 Penalty: 2332.779297
	Iteration 9Q: 3 clusters Score -145326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -145327.281250 Penalty: 2332.779297
	Iteration 10Q: 3 clusters Score -145327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -145329.578125 Penalty: 2332.779297
	Iteration 11Q: 3 clusters Score -145329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -145332.671875 Penalty: 2332.779297
	Iteration 12Q: 3 clusters Score -145332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -145334.187500 Penalty: 2332.779297
	Iteration 13Q: 3 clusters Score -145334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -145337.250000 Penalty: 2332.779297
	Iteration 14Q: 3 clusters Score -145337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -145338.468750 Penalty: 2332.779297
	Iteration 15Q: 3 clusters Score -145338.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -145338.687500 Penalty: 2332.779297
	Iteration 16Q: 3 clusters Score -145338.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -145338.875000 Penalty: 2332.779297
	Iteration 17Q: 3 clusters Score -145338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -145339.515625 Penalty: 2332.779297
	Iteration 18Q: 3 clusters Score -145339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -145339.515625 Penalty: 2332.779297
	Iteration 19F: 3 clusters Score -145339.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Entering Unmasked Estep 
Score: -501496.062500 Penalty: 1372.006348
	Iteration 0F: 2 clusters Score -501496.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -497695.281250 Penalty: 2744.012695
	Iteration 0F: 3 clusters Score -497695.3 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -498723.343750 Penalty: 2744.012695
	Iteration 1F: 3 clusters Score -498723.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -498927.843750 Penalty: 2744.012695
	Iteration 2F: 3 clusters Score -498927.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -499056.968750 Penalty: 2744.012695
	Iteration 3F: 3 clusters Score -499057 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -499137.906250 Penalty: 2744.012695
	Iteration 4Q: 3 clusters Score -499137.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -499216.343750 Penalty: 2744.012695
	Iteration 5Q: 3 clusters Score -499216.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -499282.218750 Penalty: 2744.012695
	Iteration 6Q: 3 clusters Score -499282.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -499343.937500 Penalty: 2744.012695
	Iteration 7Q: 3 clusters Score -499343.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -499400.156250 Penalty: 2744.012695
	Iteration 8Q: 3 clusters Score -499400.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -499454.000000 Penalty: 2744.012695
	Iteration 9Q: 3 clusters Score -499454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -499513.125000 Penalty: 2744.012695
	Iteration 10Q: 3 clusters Score -499513.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -499577.406250 Penalty: 2744.012695
	Iteration 11Q: 3 clusters Score -499577.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -499648.281250 Penalty: 2744.012695
	Iteration 12Q: 3 clusters Score -499648.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -499705.437500 Penalty: 2744.012695
	Iteration 13Q: 3 clusters Score -499705.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -499770.531250 Penalty: 2744.012695
	Iteration 14Q: 3 clusters Score -499770.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -499838.062500 Penalty: 2744.012695
	Iteration 15Q: 3 clusters Score -499838.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -499903.000000 Penalty: 2744.012695
	Iteration 16Q: 3 clusters Score -499903 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -499976.218750 Penalty: 2744.012695
	Iteration 17Q: 3 clusters Score -499976.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -500058.000000 Penalty: 2744.012695
	Iteration 18Q: 3 clusters Score -500058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -500125.906250 Penalty: 2744.012695
	Iteration 19Q: 3 clusters Score -500125.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -500174.593750 Penalty: 2744.012695
	Iteration 20F: 3 clusters Score -500174.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -500227.281250 Penalty: 2744.012695
	Iteration 21Q: 3 clusters Score -500227.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -500279.031250 Penalty: 2744.012695
	Iteration 22Q: 3 clusters Score -500279 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -500330.812500 Penalty: 2744.012695
	Iteration 23Q: 3 clusters Score -500330.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -500382.781250 Penalty: 2744.012695
	Iteration 24Q: 3 clusters Score -500382.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -500442.000000 Penalty: 2744.012695
	Iteration 25Q: 3 clusters Score -500442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -500488.218750 Penalty: 2744.012695
	Iteration 26Q: 3 clusters Score -500488.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -500546.406250 Penalty: 2744.012695
	Iteration 27Q: 3 clusters Score -500546.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -500610.281250 Penalty: 2744.012695
	Iteration 28Q: 3 clusters Score -500610.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -500688.875000 Penalty: 2744.012695
	Iteration 29Q: 3 clusters Score -500688.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -500767.968750 Penalty: 2744.012695
	Iteration 30Q: 3 clusters Score -500768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -500811.531250 Penalty: 2744.012695
	Iteration 31Q: 3 clusters Score -500811.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -500841.875000 Penalty: 2744.012695
	Iteration 32Q: 3 clusters Score -500841.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -500872.531250 Penalty: 2744.012695
	Iteration 33Q: 3 clusters Score -500872.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -500896.875000 Penalty: 2744.012695
	Iteration 34Q: 3 clusters Score -500896.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -500914.843750 Penalty: 2744.012695
	Iteration 35Q: 3 clusters Score -500914.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -500929.281250 Penalty: 2744.012695
	Iteration 36Q: 3 clusters Score -500929.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -500940.031250 Penalty: 2744.012695
	Iteration 37Q: 3 clusters Score -500940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -500945.531250 Penalty: 2744.012695
	Iteration 38Q: 3 clusters Score -500945.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -500951.156250 Penalty: 2744.012695
	Iteration 39Q: 3 clusters Score -500951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -500963.125000 Penalty: 2744.012695
	Iteration 40F: 3 clusters Score -500963.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -500979.718750 Penalty: 2744.012695
	Iteration 41Q: 3 clusters Score -500979.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -500993.812500 Penalty: 2744.012695
	Iteration 42Q: 3 clusters Score -500993.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -501000.656250 Penalty: 2744.012695
	Iteration 43Q: 3 clusters Score -501000.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -501009.968750 Penalty: 2744.012695
	Iteration 44Q: 3 clusters Score -501010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -501025.437500 Penalty: 2744.012695
	Iteration 45Q: 3 clusters Score -501025.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -501039.375000 Penalty: 2744.012695
	Iteration 46Q: 3 clusters Score -501039.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -501052.062500 Penalty: 2744.012695
	Iteration 47Q: 3 clusters Score -501052.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -501058.375000 Penalty: 2744.012695
	Iteration 48Q: 3 clusters Score -501058.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -501064.406250 Penalty: 2744.012695
	Iteration 49Q: 3 clusters Score -501064.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -501073.937500 Penalty: 2744.012695
	Iteration 50Q: 3 clusters Score -501073.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -501082.625000 Penalty: 2744.012695
	Iteration 51Q: 3 clusters Score -501082.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -501089.125000 Penalty: 2744.012695
	Iteration 52Q: 3 clusters Score -501089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -501091.875000 Penalty: 2744.012695
	Iteration 53Q: 3 clusters Score -501091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -501094.843750 Penalty: 2744.012695
	Iteration 54Q: 3 clusters Score -501094.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -501100.218750 Penalty: 2744.012695
	Iteration 55Q: 3 clusters Score -501100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -501105.687500 Penalty: 2744.012695
	Iteration 56Q: 3 clusters Score -501105.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -501110.156250 Penalty: 2744.012695
	Iteration 57Q: 3 clusters Score -501110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -501112.250000 Penalty: 2744.012695
	Iteration 58Q: 3 clusters Score -501112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -501114.062500 Penalty: 2744.012695
	Iteration 59Q: 3 clusters Score -501114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -501114.625000 Penalty: 2744.012695
	Iteration 60F: 3 clusters Score -501114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -501114.906250 Penalty: 2744.012695
	Iteration 61Q: 3 clusters Score -501114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -501115.250000 Penalty: 2744.012695
	Iteration 62Q: 3 clusters Score -501115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -501115.250000 Penalty: 2744.012695
	Iteration 63F: 3 clusters Score -501115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -5021861.500000 Penalty: 1742.043457
	Iteration 0F: 2 clusters Score -5021862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -4991658.000000 Penalty: 3484.086914
	Iteration 0F: 3 clusters Score -4991658 nChanged 21193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5003599.000000 Penalty: 3484.086914
	Iteration 1F: 3 clusters Score -5003599 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -5004182.000000 Penalty: 3484.086914
	Iteration 2Q: 3 clusters Score -5004182 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -5004835.500000 Penalty: 3484.086914
	Iteration 3Q: 3 clusters Score -5004836 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -5005753.500000 Penalty: 3484.086914
	Iteration 4Q: 3 clusters Score -5005754 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -5006928.500000 Penalty: 3484.086914
	Iteration 5Q: 3 clusters Score -5006928 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -5008575.500000 Penalty: 3484.086914
	Iteration 6F: 3 clusters Score -5008576 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -5010542.500000 Penalty: 3484.086914
	Iteration 7F: 3 clusters Score -5010542 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -5012487.000000 Penalty: 3484.086914
	Iteration 8F: 3 clusters Score -5012487 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -5013927.000000 Penalty: 3484.086914
	Iteration 9F: 3 clusters Score -5013927 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -5014804.500000 Penalty: 3484.086914
	Iteration 10Q: 3 clusters Score -5014804 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -5015322.500000 Penalty: 3484.086914
	Iteration 11Q: 3 clusters Score -5015322 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -5015776.000000 Penalty: 3484.086914
	Iteration 12Q: 3 clusters Score -5015776 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5016191.000000 Penalty: 3484.086914
	Iteration 13Q: 3 clusters Score -5016191 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -5016530.000000 Penalty: 3484.086914
	Iteration 14Q: 3 clusters Score -5016530 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -5016894.000000 Penalty: 3484.086914
	Iteration 15Q: 3 clusters Score -5016894 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -5017235.500000 Penalty: 3484.086914
	Iteration 16Q: 3 clusters Score -5017236 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -5017614.500000 Penalty: 3484.086914
	Iteration 17Q: 3 clusters Score -5017614 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5017966.500000 Penalty: 3484.086914
	Iteration 18Q: 3 clusters Score -5017966 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -5018286.000000 Penalty: 3484.086914
	Iteration 19Q: 3 clusters Score -5018286 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -5018572.500000 Penalty: 3484.086914
	Iteration 20F: 3 clusters Score -5018572 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -5018844.000000 Penalty: 3484.086914
	Iteration 21Q: 3 clusters Score -5018844 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -5019104.000000 Penalty: 3484.086914
	Iteration 22Q: 3 clusters Score -5019104 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5019300.000000 Penalty: 3484.086914
	Iteration 23Q: 3 clusters Score -5019300 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -5019481.500000 Penalty: 3484.086914
	Iteration 24Q: 3 clusters Score -5019482 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -5019611.500000 Penalty: 3484.086914
	Iteration 25Q: 3 clusters Score -5019612 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -5019713.500000 Penalty: 3484.086914
	Iteration 26Q: 3 clusters Score -5019714 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -5019766.000000 Penalty: 3484.086914
	Iteration 27Q: 3 clusters Score -5019766 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5019835.500000 Penalty: 3484.086914
	Iteration 28Q: 3 clusters Score -5019836 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -5019880.000000 Penalty: 3484.086914
	Iteration 29Q: 3 clusters Score -5019880 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -5019926.500000 Penalty: 3484.086914
	Iteration 30Q: 3 clusters Score -5019926 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5019954.000000 Penalty: 3484.086914
	Iteration 31Q: 3 clusters Score -5019954 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -5019993.000000 Penalty: 3484.086914
	Iteration 32Q: 3 clusters Score -5019993 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -5020008.000000 Penalty: 3484.086914
	Iteration 33Q: 3 clusters Score -5020008 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -5020039.500000 Penalty: 3484.086914
	Iteration 34Q: 3 clusters Score -5020040 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5020054.500000 Penalty: 3484.086914
	Iteration 35Q: 3 clusters Score -5020054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -5020087.500000 Penalty: 3484.086914
	Iteration 36Q: 3 clusters Score -5020088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5020089.000000 Penalty: 3484.086914
	Iteration 37Q: 3 clusters Score -5020089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5020098.500000 Penalty: 3484.086914
	Iteration 38Q: 3 clusters Score -5020098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5020113.000000 Penalty: 3484.086914
	Iteration 39Q: 3 clusters Score -5020113 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -5020131.000000 Penalty: 3484.086914
	Iteration 40F: 3 clusters Score -5020131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -5020139.500000 Penalty: 3484.086914
	Iteration 41Q: 3 clusters Score -5020140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -5020141.500000 Penalty: 3484.086914
	Iteration 42Q: 3 clusters Score -5020142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -5020163.000000 Penalty: 3484.086914
	Iteration 43Q: 3 clusters Score -5020163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -5020174.500000 Penalty: 3484.086914
	Iteration 44Q: 3 clusters Score -5020174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -5020180.500000 Penalty: 3484.086914
	Iteration 45Q: 3 clusters Score -5020180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -5020202.000000 Penalty: 3484.086914
	Iteration 46Q: 3 clusters Score -5020202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5020207.500000 Penalty: 3484.086914
	Iteration 47Q: 3 clusters Score -5020208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -5020199.500000 Penalty: 3484.086914
	Iteration 48Q: 3 clusters Score -5020200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5020198.000000 Penalty: 3484.086914
	Iteration 49Q: 3 clusters Score -5020198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -5020203.000000 Penalty: 3484.086914
	Iteration 50Q: 3 clusters Score -5020203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -5020214.000000 Penalty: 3484.086914
	Iteration 51Q: 3 clusters Score -5020214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -5020222.000000 Penalty: 3484.086914
	Iteration 52Q: 3 clusters Score -5020222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5020229.500000 Penalty: 3484.086914
	Iteration 53Q: 3 clusters Score -5020230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -5020227.000000 Penalty: 3484.086914
	Iteration 54Q: 3 clusters Score -5020227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -5020237.500000 Penalty: 3484.086914
	Iteration 55Q: 3 clusters Score -5020238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -5020236.500000 Penalty: 3484.086914
	Iteration 56Q: 3 clusters Score -5020236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5020242.500000 Penalty: 3484.086914
	Iteration 57Q: 3 clusters Score -5020242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -5020240.000000 Penalty: 3484.086914
	Iteration 58Q: 3 clusters Score -5020240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5020240.500000 Penalty: 3484.086914
	Iteration 59Q: 3 clusters Score -5020240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5020246.500000 Penalty: 3484.086914
	Iteration 60F: 3 clusters Score -5020246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -5020248.000000 Penalty: 3484.086914
	Iteration 61Q: 3 clusters Score -5020248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -5020250.500000 Penalty: 3484.086914
	Iteration 62Q: 3 clusters Score -5020250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -5020243.500000 Penalty: 3484.086914
	Iteration 63Q: 3 clusters Score -5020244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -5020250.000000 Penalty: 3484.086914
	Iteration 64Q: 3 clusters Score -5020250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -5020252.000000 Penalty: 3484.086914
	Iteration 65Q: 3 clusters Score -5020252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -5020250.000000 Penalty: 3484.086914
	Iteration 66Q: 3 clusters Score -5020250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -5020252.000000 Penalty: 3484.086914
	Iteration 67Q: 3 clusters Score -5020252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -5020254.500000 Penalty: 3484.086914
	Iteration 68Q: 3 clusters Score -5020254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -5020256.500000 Penalty: 3484.086914
	Iteration 69Q: 3 clusters Score -5020256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -5020254.500000 Penalty: 3484.086914
	Iteration 70Q: 3 clusters Score -5020254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5020252.000000 Penalty: 3484.086914
	Iteration 71Q: 3 clusters Score -5020252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5020255.000000 Penalty: 3484.086914
	Iteration 72Q: 3 clusters Score -5020255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5020257.000000 Penalty: 3484.086914
	Iteration 73Q: 3 clusters Score -5020257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -5020255.500000 Penalty: 3484.086914
	Iteration 74Q: 3 clusters Score -5020256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -5020255.500000 Penalty: 3484.086914
	Iteration 75F: 3 clusters Score -5020256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Entering Unmasked Estep 
Score: -637040.062500 Penalty: 1408.609863
	Iteration 0F: 2 clusters Score -637040.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -632554.875000 Penalty: 2817.219727
	Iteration 0F: 3 clusters Score -632554.9 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -633784.437500 Penalty: 2817.219727
	Iteration 1F: 3 clusters Score -633784.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -633980.250000 Penalty: 2817.219727
	Iteration 2F: 3 clusters Score -633980.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -634137.062500 Penalty: 2817.219727
	Iteration 3F: 3 clusters Score -634137.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -634246.187500 Penalty: 2817.219727
	Iteration 4Q: 3 clusters Score -634246.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -634347.937500 Penalty: 2817.219727
	Iteration 5Q: 3 clusters Score -634347.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -634448.500000 Penalty: 2817.219727
	Iteration 6Q: 3 clusters Score -634448.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -634561.062500 Penalty: 2817.219727
	Iteration 7Q: 3 clusters Score -634561.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -634666.812500 Penalty: 2817.219727
	Iteration 8Q: 3 clusters Score -634666.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -634761.000000 Penalty: 2817.219727
	Iteration 9Q: 3 clusters Score -634761 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -634860.875000 Penalty: 2817.219727
	Iteration 10Q: 3 clusters Score -634860.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -634965.375000 Penalty: 2817.219727
	Iteration 11Q: 3 clusters Score -634965.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -635064.687500 Penalty: 2817.219727
	Iteration 12Q: 3 clusters Score -635064.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -635157.812500 Penalty: 2817.219727
	Iteration 13Q: 3 clusters Score -635157.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -635253.312500 Penalty: 2817.219727
	Iteration 14Q: 3 clusters Score -635253.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -635340.375000 Penalty: 2817.219727
	Iteration 15Q: 3 clusters Score -635340.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -635405.687500 Penalty: 2817.219727
	Iteration 16Q: 3 clusters Score -635405.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -635464.687500 Penalty: 2817.219727
	Iteration 17Q: 3 clusters Score -635464.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -635513.062500 Penalty: 2817.219727
	Iteration 18Q: 3 clusters Score -635513.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -635548.500000 Penalty: 2817.219727
	Iteration 19Q: 3 clusters Score -635548.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -635574.187500 Penalty: 2817.219727
	Iteration 20F: 3 clusters Score -635574.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -635597.062500 Penalty: 2817.219727
	Iteration 21Q: 3 clusters Score -635597.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -635618.062500 Penalty: 2817.219727
	Iteration 22Q: 3 clusters Score -635618.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -635631.937500 Penalty: 2817.219727
	Iteration 23Q: 3 clusters Score -635631.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -635645.562500 Penalty: 2817.219727
	Iteration 24Q: 3 clusters Score -635645.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -635658.187500 Penalty: 2817.219727
	Iteration 25Q: 3 clusters Score -635658.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -635664.625000 Penalty: 2817.219727
	Iteration 26Q: 3 clusters Score -635664.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -635672.812500 Penalty: 2817.219727
	Iteration 27Q: 3 clusters Score -635672.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -635677.250000 Penalty: 2817.219727
	Iteration 28Q: 3 clusters Score -635677.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -635680.250000 Penalty: 2817.219727
	Iteration 29Q: 3 clusters Score -635680.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -635685.312500 Penalty: 2817.219727
	Iteration 30Q: 3 clusters Score -635685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -635686.500000 Penalty: 2817.219727
	Iteration 31Q: 3 clusters Score -635686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -635687.625000 Penalty: 2817.219727
	Iteration 32Q: 3 clusters Score -635687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -635687.250000 Penalty: 2817.219727
	Iteration 33Q: 3 clusters Score -635687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -635687.250000 Penalty: 2817.219727
	Iteration 34Q: 3 clusters Score -635687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -635687.250000 Penalty: 2817.219727
	Iteration 35F: 3 clusters Score -635687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Entering Unmasked Estep 
Score: -2253462.750000 Penalty: 1621.672485
	Iteration 0F: 2 clusters Score -2253463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2238786.500000 Penalty: 3243.344971
	Iteration 0F: 3 clusters Score -2238786 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2244293.000000 Penalty: 3243.344971
	Iteration 1F: 3 clusters Score -2244293 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2244800.500000 Penalty: 3243.344971
	Iteration 2F: 3 clusters Score -2244800 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2245299.250000 Penalty: 3243.344971
	Iteration 3F: 3 clusters Score -2245299 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2245831.500000 Penalty: 3243.344971
	Iteration 4F: 3 clusters Score -2245832 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2246372.750000 Penalty: 3243.344971
	Iteration 5F: 3 clusters Score -2246373 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2246917.250000 Penalty: 3243.344971
	Iteration 6F: 3 clusters Score -2246917 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2247521.750000 Penalty: 3243.344971
	Iteration 7F: 3 clusters Score -2247522 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2248138.750000 Penalty: 3243.344971
	Iteration 8Q: 3 clusters Score -2248139 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2248883.250000 Penalty: 3243.344971
	Iteration 9F: 3 clusters Score -2248883 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2249625.250000 Penalty: 3243.344971
	Iteration 10Q: 3 clusters Score -2249625 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2250374.250000 Penalty: 3243.344971
	Iteration 11Q: 3 clusters Score -2250374 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2251045.000000 Penalty: 3243.344971
	Iteration 12Q: 3 clusters Score -2251045 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2251539.500000 Penalty: 3243.344971
	Iteration 13Q: 3 clusters Score -2251540 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2251903.750000 Penalty: 3243.344971
	Iteration 14Q: 3 clusters Score -2251904 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2252148.500000 Penalty: 3243.344971
	Iteration 15Q: 3 clusters Score -2252148 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2252304.250000 Penalty: 3243.344971
	Iteration 16Q: 3 clusters Score -2252304 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2252406.000000 Penalty: 3243.344971
	Iteration 17Q: 3 clusters Score -2252406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2252469.750000 Penalty: 3243.344971
	Iteration 18Q: 3 clusters Score -2252470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2252526.250000 Penalty: 3243.344971
	Iteration 19Q: 3 clusters Score -2252526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2252545.500000 Penalty: 3243.344971
	Iteration 20F: 3 clusters Score -2252546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2252568.250000 Penalty: 3243.344971
	Iteration 21Q: 3 clusters Score -2252568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2252589.750000 Penalty: 3243.344971
	Iteration 22Q: 3 clusters Score -2252590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2252601.250000 Penalty: 3243.344971
	Iteration 23Q: 3 clusters Score -2252601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2252610.250000 Penalty: 3243.344971
	Iteration 24Q: 3 clusters Score -2252610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2252615.750000 Penalty: 3243.344971
	Iteration 25Q: 3 clusters Score -2252616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2252616.500000 Penalty: 3243.344971
	Iteration 26Q: 3 clusters Score -2252616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2252616.250000 Penalty: 3243.344971
	Iteration 27Q: 3 clusters Score -2252616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2252619.500000 Penalty: 3243.344971
	Iteration 28Q: 3 clusters Score -2252620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2252616.500000 Penalty: 3243.344971
	Iteration 29Q: 3 clusters Score -2252616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2252616.500000 Penalty: 3243.344971
	Iteration 30F: 3 clusters Score -2252616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (154684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154684 members 
Entering Unmasked Estep 
Score: -17000196.000000 Penalty: 1941.735229
	Iteration 0F: 2 clusters Score -1.70002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -16906420.000000 Penalty: 3883.470459
	Iteration 0F: 3 clusters Score -1.690642e+07 nChanged 74887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75353 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -16950070.000000 Penalty: 3883.470459
	Iteration 1F: 3 clusters Score -1.695007e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -16950960.000000 Penalty: 3883.470459
	Iteration 2Q: 3 clusters Score -1.695096e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -16952092.000000 Penalty: 3883.470459
	Iteration 3Q: 3 clusters Score -1.695209e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
Score: -16953316.000000 Penalty: 3883.470459
	Iteration 4Q: 3 clusters Score -1.695332e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -16955022.000000 Penalty: 3883.470459
	Iteration 5Q: 3 clusters Score -1.695502e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -16957140.000000 Penalty: 3883.470459
	Iteration 6Q: 3 clusters Score -1.695714e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -16959970.000000 Penalty: 3883.470459
	Iteration 7Q: 3 clusters Score -1.695997e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -16963734.000000 Penalty: 3883.470459
	Iteration 8Q: 3 clusters Score -1.696373e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -16968628.000000 Penalty: 3883.470459
	Iteration 9F: 3 clusters Score -1.696863e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -16974022.000000 Penalty: 3883.470459
	Iteration 10F: 3 clusters Score -1.697402e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 108178 members 
Entering Unmasked Estep 
Score: -16978956.000000 Penalty: 3883.470459
	Iteration 11F: 3 clusters Score -1.697896e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 109534 members 
Entering Unmasked Estep 
Score: -16981760.000000 Penalty: 3883.470459
	Iteration 12Q: 3 clusters Score -1.698176e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 110271 members 
Entering Unmasked Estep 
Score: -16982724.000000 Penalty: 3883.470459
	Iteration 13Q: 3 clusters Score -1.698272e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -16982826.000000 Penalty: 3883.470459
	Iteration 14Q: 3 clusters Score -1.698283e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 111221 members 
Entering Unmasked Estep 
Score: -16982782.000000 Penalty: 3883.470459
	Iteration 15Q: 3 clusters Score -1.698278e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 111583 members 
Entering Unmasked Estep 
Score: -16982786.000000 Penalty: 3883.470459
	Iteration 16Q: 3 clusters Score -1.698279e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 111928 members 
Entering Unmasked Estep 
Score: -16982840.000000 Penalty: 3883.470459
	Iteration 17Q: 3 clusters Score -1.698284e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 112202 members 
Entering Unmasked Estep 
Score: -16982862.000000 Penalty: 3883.470459
	Iteration 18Q: 3 clusters Score -1.698286e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 112361 members 
Entering Unmasked Estep 
Score: -16982870.000000 Penalty: 3883.470459
	Iteration 19Q: 3 clusters Score -1.698287e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 112457 members 
Entering Unmasked Estep 
Score: -16982850.000000 Penalty: 3883.470459
	Iteration 20F: 3 clusters Score -1.698285e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -16982882.000000 Penalty: 3883.470459
	Iteration 21Q: 3 clusters Score -1.698288e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 112383 members 
Entering Unmasked Estep 
Score: -16982922.000000 Penalty: 3883.470459
	Iteration 22Q: 3 clusters Score -1.698292e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 112216 members 
Entering Unmasked Estep 
Score: -16982950.000000 Penalty: 3883.470459
	Iteration 23Q: 3 clusters Score -1.698295e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 111974 members 
Entering Unmasked Estep 
Score: -16982892.000000 Penalty: 3883.470459
	Iteration 24Q: 3 clusters Score -1.698289e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -16982838.000000 Penalty: 3883.470459
	Iteration 25Q: 3 clusters Score -1.698284e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 111149 members 
Entering Unmasked Estep 
Score: -16982760.000000 Penalty: 3883.470459
	Iteration 26Q: 3 clusters Score -1.698276e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 110694 members 
Entering Unmasked Estep 
Score: -16982672.000000 Penalty: 3883.470459
	Iteration 27Q: 3 clusters Score -1.698267e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -16982686.000000 Penalty: 3883.470459
	Iteration 28Q: 3 clusters Score -1.698269e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -16982724.000000 Penalty: 3883.470459
	Iteration 29Q: 3 clusters Score -1.698272e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 109075 members 
Entering Unmasked Estep 
Score: -16982624.000000 Penalty: 3883.470459
	Iteration 30Q: 3 clusters Score -1.698262e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -16982614.000000 Penalty: 3883.470459
	Iteration 31Q: 3 clusters Score -1.698261e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 108026 members 
Entering Unmasked Estep 
Score: -16982496.000000 Penalty: 3883.470459
	Iteration 32Q: 3 clusters Score -1.69825e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -16982380.000000 Penalty: 3883.470459
	Iteration 33Q: 3 clusters Score -1.698238e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 106736 members 
Entering Unmasked Estep 
Score: -16982300.000000 Penalty: 3883.470459
	Iteration 34Q: 3 clusters Score -1.69823e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 106102 members 
Entering Unmasked Estep 
Score: -16982260.000000 Penalty: 3883.470459
	Iteration 35Q: 3 clusters Score -1.698226e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 105425 members 
Entering Unmasked Estep 
Score: -16982186.000000 Penalty: 3883.470459
	Iteration 36Q: 3 clusters Score -1.698219e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -16982272.000000 Penalty: 3883.470459
	Iteration 37Q: 3 clusters Score -1.698227e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 104022 members 
Entering Unmasked Estep 
Score: -16982310.000000 Penalty: 3883.470459
	Iteration 38Q: 3 clusters Score -1.698231e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 103306 members 
Entering Unmasked Estep 
Score: -16982258.000000 Penalty: 3883.470459
	Iteration 39Q: 3 clusters Score -1.698226e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -16982228.000000 Penalty: 3883.470459
	Iteration 40F: 3 clusters Score -1.698223e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -16982196.000000 Penalty: 3883.470459
	Iteration 41Q: 3 clusters Score -1.69822e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -16982166.000000 Penalty: 3883.470459
	Iteration 42Q: 3 clusters Score -1.698217e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 100234 members 
Entering Unmasked Estep 
Score: -16982116.000000 Penalty: 3883.470459
	Iteration 43Q: 3 clusters Score -1.698212e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -16982086.000000 Penalty: 3883.470459
	Iteration 44Q: 3 clusters Score -1.698209e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -16982066.000000 Penalty: 3883.470459
	Iteration 45Q: 3 clusters Score -1.698207e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -16982100.000000 Penalty: 3883.470459
	Iteration 46Q: 3 clusters Score -1.69821e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -16982206.000000 Penalty: 3883.470459
	Iteration 47Q: 3 clusters Score -1.698221e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 96091 members 
Entering Unmasked Estep 
Score: -16982214.000000 Penalty: 3883.470459
	Iteration 48Q: 3 clusters Score -1.698221e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -16982262.000000 Penalty: 3883.470459
	Iteration 49Q: 3 clusters Score -1.698226e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -16982282.000000 Penalty: 3883.470459
	Iteration 50Q: 3 clusters Score -1.698228e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -16982308.000000 Penalty: 3883.470459
	Iteration 51Q: 3 clusters Score -1.698231e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -16982302.000000 Penalty: 3883.470459
	Iteration 52Q: 3 clusters Score -1.69823e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -16982352.000000 Penalty: 3883.470459
	Iteration 53Q: 3 clusters Score -1.698235e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -16982310.000000 Penalty: 3883.470459
	Iteration 54Q: 3 clusters Score -1.698231e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -16982342.000000 Penalty: 3883.470459
	Iteration 55Q: 3 clusters Score -1.698234e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -16982290.000000 Penalty: 3883.470459
	Iteration 56Q: 3 clusters Score -1.698229e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -16982320.000000 Penalty: 3883.470459
	Iteration 57Q: 3 clusters Score -1.698232e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -16982316.000000 Penalty: 3883.470459
	Iteration 58Q: 3 clusters Score -1.698232e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -16982352.000000 Penalty: 3883.470459
	Iteration 59Q: 3 clusters Score -1.698235e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -16982368.000000 Penalty: 3883.470459
	Iteration 60F: 3 clusters Score -1.698237e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -16982374.000000 Penalty: 3883.470459
	Iteration 61Q: 3 clusters Score -1.698237e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -16982364.000000 Penalty: 3883.470459
	Iteration 62Q: 3 clusters Score -1.698236e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
Score: -16982328.000000 Penalty: 3883.470459
	Iteration 63Q: 3 clusters Score -1.698233e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -16982274.000000 Penalty: 3883.470459
	Iteration 64Q: 3 clusters Score -1.698227e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -16982222.000000 Penalty: 3883.470459
	Iteration 65Q: 3 clusters Score -1.698222e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -16982196.000000 Penalty: 3883.470459
	Iteration 66Q: 3 clusters Score -1.69822e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71560 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -16982216.000000 Penalty: 3883.470459
	Iteration 67Q: 3 clusters Score -1.698222e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -16982142.000000 Penalty: 3883.470459
	Iteration 68Q: 3 clusters Score -1.698214e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -16982060.000000 Penalty: 3883.470459
	Iteration 69Q: 3 clusters Score -1.698206e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -16982032.000000 Penalty: 3883.470459
	Iteration 70Q: 3 clusters Score -1.698203e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -16981978.000000 Penalty: 3883.470459
	Iteration 71Q: 3 clusters Score -1.698198e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -16981854.000000 Penalty: 3883.470459
	Iteration 72Q: 3 clusters Score -1.698185e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -16981836.000000 Penalty: 3883.470459
	Iteration 73Q: 3 clusters Score -1.698184e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -16981798.000000 Penalty: 3883.470459
	Iteration 74Q: 3 clusters Score -1.69818e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -16981930.000000 Penalty: 3883.470459
	Iteration 75Q: 3 clusters Score -1.698193e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -16981944.000000 Penalty: 3883.470459
	Iteration 76Q: 3 clusters Score -1.698194e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -16982180.000000 Penalty: 3883.470459
	Iteration 77Q: 3 clusters Score -1.698218e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90266 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -16982330.000000 Penalty: 3883.470459
	Iteration 78Q: 3 clusters Score -1.698233e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -16982494.000000 Penalty: 3883.470459
	Iteration 79Q: 3 clusters Score -1.698249e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101122 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -16982756.000000 Penalty: 3883.470459
	Iteration 80F: 3 clusters Score -1.698276e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108662 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -16983176.000000 Penalty: 3883.470459
	Iteration 81Q: 3 clusters Score -1.698318e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116923 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -16984498.000000 Penalty: 3883.470459
	Iteration 82F: 3 clusters Score -1.69845e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125480 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -16986766.000000 Penalty: 3883.470459
	Iteration 83F: 3 clusters Score -1.698677e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133624 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -16989660.000000 Penalty: 3883.470459
	Iteration 84F: 3 clusters Score -1.698966e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140974 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -16992636.000000 Penalty: 3883.470459
	Iteration 85Q: 3 clusters Score -1.699264e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146912 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -16995452.000000 Penalty: 3883.470459
	Iteration 86Q: 3 clusters Score -1.699545e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151021 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -16997304.000000 Penalty: 3883.470459
	Iteration 87Q: 3 clusters Score -1.69973e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153126 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -16998102.000000 Penalty: 3883.470459
	Iteration 88Q: 3 clusters Score -1.69981e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153943 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -16998386.000000 Penalty: 3883.470459
	Iteration 89Q: 3 clusters Score -1.699839e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -16998486.000000 Penalty: 3883.470459
	Iteration 90Q: 3 clusters Score -1.699849e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16998518.000000 Penalty: 3883.470459
	Iteration 91Q: 3 clusters Score -1.699852e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154389 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16998530.000000 Penalty: 3883.470459
	Iteration 92Q: 3 clusters Score -1.699853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154408 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16998540.000000 Penalty: 3883.470459
	Iteration 93Q: 3 clusters Score -1.699854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16998550.000000 Penalty: 3883.470459
	Iteration 94Q: 3 clusters Score -1.699855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154418 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16998554.000000 Penalty: 3883.470459
	Iteration 95Q: 3 clusters Score -1.699855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154423 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16998578.000000 Penalty: 3883.470459
	Iteration 96Q: 3 clusters Score -1.699858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154423 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16998578.000000 Penalty: 3883.470459
	Iteration 97Q: 3 clusters Score -1.699858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154427 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16998584.000000 Penalty: 3883.470459
	Iteration 98Q: 3 clusters Score -1.699858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154431 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16998598.000000 Penalty: 3883.470459
	Iteration 99Q: 3 clusters Score -1.69986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154436 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16998592.000000 Penalty: 3883.470459
	Iteration 100F: 3 clusters Score -1.699859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154440 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16998580.000000 Penalty: 3883.470459
	Iteration 101Q: 3 clusters Score -1.699858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16998572.000000 Penalty: 3883.470459
	Iteration 102Q: 3 clusters Score -1.699857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154448 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16998568.000000 Penalty: 3883.470459
	Iteration 103Q: 3 clusters Score -1.699857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154448 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16998568.000000 Penalty: 3883.470459
	Iteration 104F: 3 clusters Score -1.699857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Entering Unmasked Estep 
Score: -1217339.250000 Penalty: 1508.402100
	Iteration 0F: 2 clusters Score -1217339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1209707.750000 Penalty: 3016.804199
	Iteration 0F: 3 clusters Score -1209708 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1212081.125000 Penalty: 3016.804199
	Iteration 1F: 3 clusters Score -1212081 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1212293.625000 Penalty: 3016.804199
	Iteration 2F: 3 clusters Score -1212294 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1212473.250000 Penalty: 3016.804199
	Iteration 3Q: 3 clusters Score -1212473 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1212615.875000 Penalty: 3016.804199
	Iteration 4Q: 3 clusters Score -1212616 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1212757.250000 Penalty: 3016.804199
	Iteration 5Q: 3 clusters Score -1212757 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1212914.875000 Penalty: 3016.804199
	Iteration 6Q: 3 clusters Score -1212915 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1213121.875000 Penalty: 3016.804199
	Iteration 7Q: 3 clusters Score -1213122 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1213452.500000 Penalty: 3016.804199
	Iteration 8Q: 3 clusters Score -1213452 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1213962.875000 Penalty: 3016.804199
	Iteration 9F: 3 clusters Score -1213963 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1214565.750000 Penalty: 3016.804199
	Iteration 10F: 3 clusters Score -1214566 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1215190.250000 Penalty: 3016.804199
	Iteration 11F: 3 clusters Score -1215190 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1215727.250000 Penalty: 3016.804199
	Iteration 12F: 3 clusters Score -1215727 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1216112.500000 Penalty: 3016.804199
	Iteration 13Q: 3 clusters Score -1216112 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1216420.125000 Penalty: 3016.804199
	Iteration 14Q: 3 clusters Score -1216420 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1216551.750000 Penalty: 3016.804199
	Iteration 15Q: 3 clusters Score -1216552 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1216596.625000 Penalty: 3016.804199
	Iteration 16Q: 3 clusters Score -1216597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1216621.625000 Penalty: 3016.804199
	Iteration 17Q: 3 clusters Score -1216622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1216635.625000 Penalty: 3016.804199
	Iteration 18Q: 3 clusters Score -1216636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1216640.375000 Penalty: 3016.804199
	Iteration 19Q: 3 clusters Score -1216640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1216646.500000 Penalty: 3016.804199
	Iteration 20F: 3 clusters Score -1216646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1216650.625000 Penalty: 3016.804199
	Iteration 21Q: 3 clusters Score -1216651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1216652.000000 Penalty: 3016.804199
	Iteration 22Q: 3 clusters Score -1216652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1216651.375000 Penalty: 3016.804199
	Iteration 23Q: 3 clusters Score -1216651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1216654.125000 Penalty: 3016.804199
	Iteration 24Q: 3 clusters Score -1216654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1216654.375000 Penalty: 3016.804199
	Iteration 25Q: 3 clusters Score -1216654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1216654.375000 Penalty: 3016.804199
	Iteration 26F: 3 clusters Score -1216654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Entering Unmasked Estep 
Score: -978347.187500 Penalty: 1476.460327
	Iteration 0F: 2 clusters Score -978347.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -971960.500000 Penalty: 2952.920654
	Iteration 0F: 3 clusters Score -971960.5 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -974078.000000 Penalty: 2952.920654
	Iteration 1F: 3 clusters Score -974078 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -974363.437500 Penalty: 2952.920654
	Iteration 2F: 3 clusters Score -974363.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -974635.875000 Penalty: 2952.920654
	Iteration 3F: 3 clusters Score -974635.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -974872.562500 Penalty: 2952.920654
	Iteration 4F: 3 clusters Score -974872.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -975105.687500 Penalty: 2952.920654
	Iteration 5Q: 3 clusters Score -975105.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -975315.875000 Penalty: 2952.920654
	Iteration 6Q: 3 clusters Score -975315.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -975528.187500 Penalty: 2952.920654
	Iteration 7Q: 3 clusters Score -975528.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -975764.125000 Penalty: 2952.920654
	Iteration 8Q: 3 clusters Score -975764.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -975985.750000 Penalty: 2952.920654
	Iteration 9Q: 3 clusters Score -975985.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -976195.812500 Penalty: 2952.920654
	Iteration 10Q: 3 clusters Score -976195.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -976414.562500 Penalty: 2952.920654
	Iteration 11Q: 3 clusters Score -976414.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -976591.750000 Penalty: 2952.920654
	Iteration 12Q: 3 clusters Score -976591.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -976736.625000 Penalty: 2952.920654
	Iteration 13Q: 3 clusters Score -976736.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -976913.750000 Penalty: 2952.920654
	Iteration 14Q: 3 clusters Score -976913.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -977101.875000 Penalty: 2952.920654
	Iteration 15Q: 3 clusters Score -977101.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -977348.500000 Penalty: 2952.920654
	Iteration 16Q: 3 clusters Score -977348.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -977976.125000 Penalty: 2952.920654
	Iteration 17Q: 3 clusters Score -977976.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -978458.875000 Penalty: 2952.920654
	Iteration 18Q: 3 clusters Score -978458.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -978752.937500 Penalty: 2952.920654
	Iteration 19Q: 3 clusters Score -978752.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -979090.937500 Penalty: 2952.920654
	Iteration 20F: 3 clusters Score -979090.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -979440.812500 Penalty: 2952.920654
	Iteration 21Q: 3 clusters Score -979440.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -979772.375000 Penalty: 2952.920654
	Iteration 22Q: 3 clusters Score -979772.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -980030.562500 Penalty: 2952.920654
	Iteration 23Q: 3 clusters Score -980030.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -980206.937500 Penalty: 2952.920654
	Iteration 24Q: 3 clusters Score -980206.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -980294.750000 Penalty: 2952.920654
	Iteration 25Q: 3 clusters Score -980294.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -980330.375000 Penalty: 2952.920654
	Iteration 26Q: 3 clusters Score -980330.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -980345.562500 Penalty: 2952.920654
	Iteration 27Q: 3 clusters Score -980345.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -980350.687500 Penalty: 2952.920654
	Iteration 28Q: 3 clusters Score -980350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -980351.187500 Penalty: 2952.920654
	Iteration 29Q: 3 clusters Score -980351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -980351.875000 Penalty: 2952.920654
	Iteration 30F: 3 clusters Score -980351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -980351.437500 Penalty: 2952.920654
	Iteration 31Q: 3 clusters Score -980351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -980351.500000 Penalty: 2952.920654
	Iteration 32Q: 3 clusters Score -980351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -980352.875000 Penalty: 2952.920654
	Iteration 33Q: 3 clusters Score -980352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -980353.125000 Penalty: 2952.920654
	Iteration 34Q: 3 clusters Score -980353.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -980351.875000 Penalty: 2952.920654
	Iteration 35Q: 3 clusters Score -980351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -980353.000000 Penalty: 2952.920654
	Iteration 36Q: 3 clusters Score -980353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -980353.812500 Penalty: 2952.920654
	Iteration 37Q: 3 clusters Score -980353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -980353.812500 Penalty: 2952.920654
	Iteration 38F: 3 clusters Score -980353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 34174 members 
Mstep: Class 3 contains 21650 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 6867 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 2403 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 45264 members 
Mstep: Class 11 contains 5816 members 
Mstep: Class 12 contains 21580 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 154684 members 
Mstep: Class 16 contains 10748 members 
Mstep: Class 17 contains 5264 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 30376 members 
Mstep: Class 20 contains 13343 members 
Mstep: Class 21 contains 10233 members 
Entering Unmasked Estep 
Score: -41672348.000000 Penalty: 43896.656250
Splitting cluster 18 changes total score from -41669168.000000 to -41672348.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 19 (30376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Entering Unmasked Estep 
Score: -3418964.250000 Penalty: 1677.228882
	Iteration 0F: 2 clusters Score -3418964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3398618.250000 Penalty: 3354.457764
	Iteration 0F: 3 clusters Score -3398618 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3406442.500000 Penalty: 3354.457764
	Iteration 1F: 3 clusters Score -3406442 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3407076.000000 Penalty: 3354.457764
	Iteration 2F: 3 clusters Score -3407076 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3407923.000000 Penalty: 3354.457764
	Iteration 3F: 3 clusters Score -3407923 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3409215.250000 Penalty: 3354.457764
	Iteration 4F: 3 clusters Score -3409215 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3410990.500000 Penalty: 3354.457764
	Iteration 5F: 3 clusters Score -3410990 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3412965.000000 Penalty: 3354.457764
	Iteration 6F: 3 clusters Score -3412965 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3414755.500000 Penalty: 3354.457764
	Iteration 7F: 3 clusters Score -3414756 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3415812.500000 Penalty: 3354.457764
	Iteration 8Q: 3 clusters Score -3415812 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3416421.250000 Penalty: 3354.457764
	Iteration 9Q: 3 clusters Score -3416421 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3416746.750000 Penalty: 3354.457764
	Iteration 10Q: 3 clusters Score -3416747 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3416962.250000 Penalty: 3354.457764
	Iteration 11Q: 3 clusters Score -3416962 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3417102.500000 Penalty: 3354.457764
	Iteration 12Q: 3 clusters Score -3417102 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3417201.000000 Penalty: 3354.457764
	Iteration 13Q: 3 clusters Score -3417201 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3417296.250000 Penalty: 3354.457764
	Iteration 14Q: 3 clusters Score -3417296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -3417378.000000 Penalty: 3354.457764
	Iteration 15Q: 3 clusters Score -3417378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3417434.000000 Penalty: 3354.457764
	Iteration 16Q: 3 clusters Score -3417434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3417488.250000 Penalty: 3354.457764
	Iteration 17Q: 3 clusters Score -3417488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -3417516.000000 Penalty: 3354.457764
	Iteration 18Q: 3 clusters Score -3417516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3417559.500000 Penalty: 3354.457764
	Iteration 19Q: 3 clusters Score -3417560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3417589.250000 Penalty: 3354.457764
	Iteration 20F: 3 clusters Score -3417589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3417606.000000 Penalty: 3354.457764
	Iteration 21Q: 3 clusters Score -3417606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -3417632.250000 Penalty: 3354.457764
	Iteration 22Q: 3 clusters Score -3417632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -3417641.750000 Penalty: 3354.457764
	Iteration 23Q: 3 clusters Score -3417642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -3417663.000000 Penalty: 3354.457764
	Iteration 24Q: 3 clusters Score -3417663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3417681.500000 Penalty: 3354.457764
	Iteration 25Q: 3 clusters Score -3417682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3417696.500000 Penalty: 3354.457764
	Iteration 26Q: 3 clusters Score -3417696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3417723.000000 Penalty: 3354.457764
	Iteration 27Q: 3 clusters Score -3417723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3417743.500000 Penalty: 3354.457764
	Iteration 28Q: 3 clusters Score -3417744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3417759.750000 Penalty: 3354.457764
	Iteration 29Q: 3 clusters Score -3417760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3417771.000000 Penalty: 3354.457764
	Iteration 30Q: 3 clusters Score -3417771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3417775.000000 Penalty: 3354.457764
	Iteration 31Q: 3 clusters Score -3417775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -3417788.000000 Penalty: 3354.457764
	Iteration 32Q: 3 clusters Score -3417788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3417794.500000 Penalty: 3354.457764
	Iteration 33Q: 3 clusters Score -3417794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3417800.000000 Penalty: 3354.457764
	Iteration 34Q: 3 clusters Score -3417800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3417801.500000 Penalty: 3354.457764
	Iteration 35Q: 3 clusters Score -3417802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3417802.250000 Penalty: 3354.457764
	Iteration 36Q: 3 clusters Score -3417802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3417801.750000 Penalty: 3354.457764
	Iteration 37Q: 3 clusters Score -3417802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -3417802.000000 Penalty: 3354.457764
	Iteration 38Q: 3 clusters Score -3417802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3417804.750000 Penalty: 3354.457764
	Iteration 39Q: 3 clusters Score -3417805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3417804.750000 Penalty: 3354.457764
	Iteration 40F: 3 clusters Score -3417805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Entering Unmasked Estep 
Score: -1473261.500000 Penalty: 1543.546387
	Iteration 0F: 2 clusters Score -1473262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1463868.125000 Penalty: 3087.092773
	Iteration 0F: 3 clusters Score -1463868 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1467005.250000 Penalty: 3087.092773
	Iteration 1F: 3 clusters Score -1467005 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1467227.750000 Penalty: 3087.092773
	Iteration 2F: 3 clusters Score -1467228 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1467400.375000 Penalty: 3087.092773
	Iteration 3Q: 3 clusters Score -1467400 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1467559.875000 Penalty: 3087.092773
	Iteration 4Q: 3 clusters Score -1467560 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1467743.250000 Penalty: 3087.092773
	Iteration 5Q: 3 clusters Score -1467743 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1467939.125000 Penalty: 3087.092773
	Iteration 6Q: 3 clusters Score -1467939 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1468172.125000 Penalty: 3087.092773
	Iteration 7Q: 3 clusters Score -1468172 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1468538.625000 Penalty: 3087.092773
	Iteration 8Q: 3 clusters Score -1468539 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1469056.375000 Penalty: 3087.092773
	Iteration 9F: 3 clusters Score -1469056 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1469674.625000 Penalty: 3087.092773
	Iteration 10F: 3 clusters Score -1469675 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1470373.500000 Penalty: 3087.092773
	Iteration 11F: 3 clusters Score -1470374 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1471013.125000 Penalty: 3087.092773
	Iteration 12F: 3 clusters Score -1471013 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1471445.875000 Penalty: 3087.092773
	Iteration 13Q: 3 clusters Score -1471446 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1471650.250000 Penalty: 3087.092773
	Iteration 14Q: 3 clusters Score -1471650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1471739.375000 Penalty: 3087.092773
	Iteration 15Q: 3 clusters Score -1471739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1471791.875000 Penalty: 3087.092773
	Iteration 16Q: 3 clusters Score -1471792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1471821.625000 Penalty: 3087.092773
	Iteration 17Q: 3 clusters Score -1471822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1471846.500000 Penalty: 3087.092773
	Iteration 18Q: 3 clusters Score -1471846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1471862.375000 Penalty: 3087.092773
	Iteration 19Q: 3 clusters Score -1471862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1471874.875000 Penalty: 3087.092773
	Iteration 20F: 3 clusters Score -1471875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1471888.625000 Penalty: 3087.092773
	Iteration 21Q: 3 clusters Score -1471889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1471899.250000 Penalty: 3087.092773
	Iteration 22Q: 3 clusters Score -1471899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1471903.375000 Penalty: 3087.092773
	Iteration 23Q: 3 clusters Score -1471903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1471911.250000 Penalty: 3087.092773
	Iteration 24Q: 3 clusters Score -1471911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1471918.125000 Penalty: 3087.092773
	Iteration 25Q: 3 clusters Score -1471918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1471918.250000 Penalty: 3087.092773
	Iteration 26Q: 3 clusters Score -1471918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1471918.250000 Penalty: 3087.092773
	Iteration 27F: 3 clusters Score -1471918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Entering Unmasked Estep 
Score: -1072980.625000 Penalty: 1500.423096
	Iteration 0F: 2 clusters Score -1072981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1065661.250000 Penalty: 3000.846191
	Iteration 0F: 3 clusters Score -1065661 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1068582.000000 Penalty: 3000.846191
	Iteration 1F: 3 clusters Score -1068582 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1069151.000000 Penalty: 3000.846191
	Iteration 2F: 3 clusters Score -1069151 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1069565.375000 Penalty: 3000.846191
	Iteration 3F: 3 clusters Score -1069565 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1069950.375000 Penalty: 3000.846191
	Iteration 4F: 3 clusters Score -1069950 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1070322.500000 Penalty: 3000.846191
	Iteration 5F: 3 clusters Score -1070322 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1070675.375000 Penalty: 3000.846191
	Iteration 6F: 3 clusters Score -1070675 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1070963.375000 Penalty: 3000.846191
	Iteration 7Q: 3 clusters Score -1070963 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1071215.500000 Penalty: 3000.846191
	Iteration 8Q: 3 clusters Score -1071216 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1071461.625000 Penalty: 3000.846191
	Iteration 9Q: 3 clusters Score -1071462 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1071701.500000 Penalty: 3000.846191
	Iteration 10Q: 3 clusters Score -1071702 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1071933.000000 Penalty: 3000.846191
	Iteration 11Q: 3 clusters Score -1071933 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1072191.750000 Penalty: 3000.846191
	Iteration 12Q: 3 clusters Score -1072192 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1072440.000000 Penalty: 3000.846191
	Iteration 13Q: 3 clusters Score -1072440 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1072649.125000 Penalty: 3000.846191
	Iteration 14Q: 3 clusters Score -1072649 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1072810.875000 Penalty: 3000.846191
	Iteration 15Q: 3 clusters Score -1072811 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1072933.250000 Penalty: 3000.846191
	Iteration 16Q: 3 clusters Score -1072933 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1073021.750000 Penalty: 3000.846191
	Iteration 17Q: 3 clusters Score -1073022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1073093.500000 Penalty: 3000.846191
	Iteration 18Q: 3 clusters Score -1073094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1073138.500000 Penalty: 3000.846191
	Iteration 19Q: 3 clusters Score -1073138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1073172.500000 Penalty: 3000.846191
	Iteration 20F: 3 clusters Score -1073172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1073205.375000 Penalty: 3000.846191
	Iteration 21Q: 3 clusters Score -1073205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1073235.250000 Penalty: 3000.846191
	Iteration 22Q: 3 clusters Score -1073235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1073247.250000 Penalty: 3000.846191
	Iteration 23Q: 3 clusters Score -1073247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1073257.125000 Penalty: 3000.846191
	Iteration 24Q: 3 clusters Score -1073257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1073264.125000 Penalty: 3000.846191
	Iteration 25Q: 3 clusters Score -1073264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1073267.500000 Penalty: 3000.846191
	Iteration 26Q: 3 clusters Score -1073268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1073270.875000 Penalty: 3000.846191
	Iteration 27Q: 3 clusters Score -1073271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1073272.875000 Penalty: 3000.846191
	Iteration 28Q: 3 clusters Score -1073273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1073275.500000 Penalty: 3000.846191
	Iteration 29Q: 3 clusters Score -1073276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1073281.375000 Penalty: 3000.846191
	Iteration 30Q: 3 clusters Score -1073281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1073282.875000 Penalty: 3000.846191
	Iteration 31Q: 3 clusters Score -1073283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1073285.625000 Penalty: 3000.846191
	Iteration 32Q: 3 clusters Score -1073286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1073287.125000 Penalty: 3000.846191
	Iteration 33Q: 3 clusters Score -1073287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1073286.875000 Penalty: 3000.846191
	Iteration 34Q: 3 clusters Score -1073287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1073286.875000 Penalty: 3000.846191
	Iteration 35F: 3 clusters Score -1073287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 34174 members 
Mstep: Class 3 contains 21650 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 6867 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 2403 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 45264 members 
Mstep: Class 11 contains 5816 members 
Mstep: Class 12 contains 21580 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 154684 members 
Mstep: Class 16 contains 10748 members 
Mstep: Class 17 contains 5264 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 30376 members 
Mstep: Class 20 contains 13343 members 
Mstep: Class 21 contains 9625 members 
Mstep: Class 22 contains 608 members 
Entering Unmasked Estep 
Score: -41672040.000000 Penalty: 45986.972656
Splitting cluster 21 changes total score from -41669168.000000 to -41672040.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 34174 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 6867 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 2403 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 45264 members 
Mstep: Class 11 contains 5816 members 
Mstep: Class 12 contains 21580 members 
Mstep: Class 15 contains 154684 members 
Mstep: Class 16 contains 10748 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 30376 members 
Mstep: Class 20 contains 13343 members 
Mstep: Class 21 contains 9625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41676988.000000 Penalty: 45986.972656
Iteration 39Q: 23 clusters Score -4.167699e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 34097 members 
Mstep: Class 3 contains 21712 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 6970 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 4533 members 
Mstep: Class 10 contains 44606 members 
Mstep: Class 11 contains 5740 members 
Mstep: Class 12 contains 21273 members 
Mstep: Class 13 contains 1753 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 155377 members 
Mstep: Class 16 contains 10948 members 
Mstep: Class 17 contains 5008 members 
Mstep: Class 18 contains 3487 members 
Mstep: Class 19 contains 31130 members 
Mstep: Class 20 contains 13553 members 
Mstep: Class 21 contains 9369 members 
Mstep: Class 22 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1941.019775 but Gain 2090.316406
Score: -41680980.000000 Penalty: 43896.656250
Iteration 40F: 22 clusters Score -4.168098e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 34464 members 
Mstep: Class 3 contains 21772 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 7251 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 2583 members 
Mstep: Class 9 contains 4395 members 
Mstep: Class 10 contains 43655 members 
Mstep: Class 11 contains 5652 members 
Mstep: Class 12 contains 21091 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 156071 members 
Mstep: Class 16 contains 11095 members 
Mstep: Class 17 contains 5156 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 31750 members 
Mstep: Class 20 contains 13723 members 
Mstep: Class 21 contains 9311 members 
Mstep: Class 22 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41684280.000000 Penalty: 43896.656250
Iteration 41Q: 22 clusters Score -4.168428e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 34521 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4524 members 
Mstep: Class 5 contains 7394 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 42701 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 20963 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 156449 members 
Mstep: Class 16 contains 11217 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 32312 members 
Mstep: Class 20 contains 13847 members 
Mstep: Class 21 contains 9127 members 
Mstep: Class 22 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685192.000000 Penalty: 43896.656250
Iteration 42Q: 22 clusters Score -4.168519e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 34642 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4568 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 9 contains 4126 members 
Mstep: Class 10 contains 41831 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 20844 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 11328 members 
Mstep: Class 17 contains 5258 members 
Mstep: Class 18 contains 3392 members 
Mstep: Class 19 contains 32815 members 
Mstep: Class 20 contains 13996 members 
Mstep: Class 21 contains 8984 members 
Mstep: Class 22 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685900.000000 Penalty: 43896.656250
Iteration 43Q: 22 clusters Score -4.16859e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 34871 members 
Mstep: Class 3 contains 21733 members 
Mstep: Class 4 contains 4600 members 
Mstep: Class 5 contains 7614 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 9 contains 3985 members 
Mstep: Class 10 contains 40904 members 
Mstep: Class 11 contains 5508 members 
Mstep: Class 12 contains 20771 members 
Mstep: Class 13 contains 2409 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 156957 members 
Mstep: Class 16 contains 11434 members 
Mstep: Class 17 contains 5277 members 
Mstep: Class 18 contains 3386 members 
Mstep: Class 19 contains 33290 members 
Mstep: Class 20 contains 14131 members 
Mstep: Class 21 contains 8848 members 
Mstep: Class 22 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686656.000000 Penalty: 43896.656250
Iteration 44Q: 22 clusters Score -4.168666e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 21695 members 
Mstep: Class 4 contains 4645 members 
Mstep: Class 5 contains 7712 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 40023 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 20628 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 157205 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 5287 members 
Mstep: Class 18 contains 3386 members 
Mstep: Class 19 contains 33744 members 
Mstep: Class 20 contains 14255 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687292.000000 Penalty: 43896.656250
Iteration 45Q: 22 clusters Score -4.168729e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 35354 members 
Mstep: Class 3 contains 21665 members 
Mstep: Class 4 contains 4690 members 
Mstep: Class 5 contains 7783 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 39123 members 
Mstep: Class 11 contains 5482 members 
Mstep: Class 12 contains 20474 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 157540 members 
Mstep: Class 16 contains 11593 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 3382 members 
Mstep: Class 19 contains 34139 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688036.000000 Penalty: 43896.656250
Iteration 46Q: 22 clusters Score -4.168804e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 35598 members 
Mstep: Class 3 contains 21639 members 
Mstep: Class 4 contains 4738 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 2702 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 38229 members 
Mstep: Class 11 contains 5499 members 
Mstep: Class 12 contains 20354 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 157862 members 
Mstep: Class 16 contains 11677 members 
Mstep: Class 17 contains 5309 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 34475 members 
Mstep: Class 20 contains 14478 members 
Mstep: Class 21 contains 8549 members 
Mstep: Class 22 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688432.000000 Penalty: 43896.656250
Iteration 47Q: 22 clusters Score -4.168843e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 35881 members 
Mstep: Class 3 contains 21614 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 9 contains 3575 members 
Mstep: Class 10 contains 37280 members 
Mstep: Class 11 contains 5500 members 
Mstep: Class 12 contains 20230 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 158207 members 
Mstep: Class 16 contains 11772 members 
Mstep: Class 17 contains 5309 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 34793 members 
Mstep: Class 20 contains 14562 members 
Mstep: Class 21 contains 8491 members 
Mstep: Class 22 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688980.000000 Penalty: 43896.656250
Iteration 48Q: 22 clusters Score -4.168898e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 36155 members 
Mstep: Class 3 contains 21576 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 7981 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 9 contains 3484 members 
Mstep: Class 10 contains 36357 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 20129 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 158532 members 
Mstep: Class 16 contains 11858 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 35068 members 
Mstep: Class 20 contains 14669 members 
Mstep: Class 21 contains 8447 members 
Mstep: Class 22 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689596.000000 Penalty: 43896.656250
Iteration 49Q: 22 clusters Score -4.16896e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 36402 members 
Mstep: Class 3 contains 21548 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 35538 members 
Mstep: Class 11 contains 5510 members 
Mstep: Class 12 contains 20020 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 158842 members 
Mstep: Class 16 contains 11917 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 3357 members 
Mstep: Class 19 contains 35332 members 
Mstep: Class 20 contains 14781 members 
Mstep: Class 21 contains 8405 members 
Mstep: Class 22 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690000.000000 Penalty: 43896.656250
Iteration 50Q: 22 clusters Score -4.169e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 36608 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 34731 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 19880 members 
Mstep: Class 13 contains 2757 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 159206 members 
Mstep: Class 16 contains 11977 members 
Mstep: Class 17 contains 5306 members 
Mstep: Class 18 contains 3357 members 
Mstep: Class 19 contains 35566 members 
Mstep: Class 20 contains 14901 members 
Mstep: Class 21 contains 8358 members 
Mstep: Class 22 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690288.000000 Penalty: 43896.656250
Iteration 51Q: 22 clusters Score -4.169029e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 36789 members 
Mstep: Class 3 contains 21473 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 8139 members 
Mstep: Class 6 contains 955 members 
Mstep: Class 7 contains 2721 members 
Mstep: Class 9 contains 3186 members 
Mstep: Class 10 contains 33946 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 19742 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 159568 members 
Mstep: Class 16 contains 12026 members 
Mstep: Class 17 contains 5299 members 
Mstep: Class 18 contains 3356 members 
Mstep: Class 19 contains 35811 members 
Mstep: Class 20 contains 15047 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691048.000000 Penalty: 43896.656250
Iteration 52Q: 22 clusters Score -4.169105e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 36970 members 
Mstep: Class 3 contains 21413 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 8172 members 
Mstep: Class 6 contains 955 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 9 contains 3116 members 
Mstep: Class 10 contains 33148 members 
Mstep: Class 11 contains 5549 members 
Mstep: Class 12 contains 19602 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 159894 members 
Mstep: Class 16 contains 12081 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 36041 members 
Mstep: Class 20 contains 15229 members 
Mstep: Class 21 contains 8246 members 
Mstep: Class 22 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691560.000000 Penalty: 43896.656250
Iteration 53Q: 22 clusters Score -4.169156e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 37122 members 
Mstep: Class 3 contains 21331 members 
Mstep: Class 4 contains 5320 members 
Mstep: Class 5 contains 8201 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 9 contains 3127 members 
Mstep: Class 10 contains 32398 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 19419 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 160193 members 
Mstep: Class 16 contains 12148 members 
Mstep: Class 17 contains 5266 members 
Mstep: Class 18 contains 3352 members 
Mstep: Class 19 contains 36227 members 
Mstep: Class 20 contains 15420 members 
Mstep: Class 21 contains 8195 members 
Mstep: Class 22 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692272.000000 Penalty: 43896.656250
Iteration 54Q: 22 clusters Score -4.169227e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 37256 members 
Mstep: Class 3 contains 21227 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 8220 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 31658 members 
Mstep: Class 11 contains 5638 members 
Mstep: Class 12 contains 19216 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 160501 members 
Mstep: Class 16 contains 12212 members 
Mstep: Class 17 contains 5250 members 
Mstep: Class 18 contains 3356 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 15617 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692676.000000 Penalty: 43896.656250
Iteration 55Q: 22 clusters Score -4.169268e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 37382 members 
Mstep: Class 3 contains 21129 members 
Mstep: Class 4 contains 5469 members 
Mstep: Class 5 contains 8233 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 30922 members 
Mstep: Class 11 contains 5696 members 
Mstep: Class 12 contains 19035 members 
Mstep: Class 13 contains 2945 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 160768 members 
Mstep: Class 16 contains 12281 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 15806 members 
Mstep: Class 21 contains 8096 members 
Mstep: Class 22 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693100.000000 Penalty: 43896.656250
Iteration 56Q: 22 clusters Score -4.16931e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 37466 members 
Mstep: Class 3 contains 21020 members 
Mstep: Class 4 contains 5534 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 944 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 30194 members 
Mstep: Class 11 contains 5755 members 
Mstep: Class 12 contains 18837 members 
Mstep: Class 13 contains 2988 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 161125 members 
Mstep: Class 16 contains 12329 members 
Mstep: Class 17 contains 5211 members 
Mstep: Class 18 contains 3360 members 
Mstep: Class 19 contains 36841 members 
Mstep: Class 20 contains 15979 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693476.000000 Penalty: 43896.656250
Iteration 57Q: 22 clusters Score -4.169348e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 37562 members 
Mstep: Class 3 contains 20901 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 29448 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 12 contains 18654 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 161540 members 
Mstep: Class 16 contains 12379 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 3362 members 
Mstep: Class 19 contains 37014 members 
Mstep: Class 20 contains 16140 members 
Mstep: Class 21 contains 8039 members 
Mstep: Class 22 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694012.000000 Penalty: 43896.656250
Iteration 58Q: 22 clusters Score -4.169401e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 37652 members 
Mstep: Class 3 contains 20765 members 
Mstep: Class 4 contains 5658 members 
Mstep: Class 5 contains 8272 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 2719 members 
Mstep: Class 9 contains 3473 members 
Mstep: Class 10 contains 28680 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 18459 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 162029 members 
Mstep: Class 16 contains 12431 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 37172 members 
Mstep: Class 20 contains 16310 members 
Mstep: Class 21 contains 8012 members 
Mstep: Class 22 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694404.000000 Penalty: 43896.656250
Iteration 59Q: 22 clusters Score -4.16944e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 37706 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 27952 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 18283 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 162550 members 
Mstep: Class 16 contains 12481 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 37330 members 
Mstep: Class 20 contains 16490 members 
Mstep: Class 21 contains 7984 members 
Mstep: Class 22 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694740.000000 Penalty: 43896.656250
Iteration 60F: 22 clusters Score -4.169474e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 37759 members 
Mstep: Class 3 contains 20476 members 
Mstep: Class 4 contains 5733 members 
Mstep: Class 5 contains 8321 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 27199 members 
Mstep: Class 11 contains 5910 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 163090 members 
Mstep: Class 16 contains 12528 members 
Mstep: Class 17 contains 5040 members 
Mstep: Class 18 contains 3370 members 
Mstep: Class 19 contains 37499 members 
Mstep: Class 20 contains 16653 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695336.000000 Penalty: 43896.656250
Iteration 61Q: 22 clusters Score -4.169534e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 37821 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 26419 members 
Mstep: Class 11 contains 5956 members 
Mstep: Class 12 contains 17888 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 163676 members 
Mstep: Class 16 contains 12572 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 3380 members 
Mstep: Class 19 contains 37679 members 
Mstep: Class 20 contains 16822 members 
Mstep: Class 21 contains 7860 members 
Mstep: Class 22 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696096.000000 Penalty: 43896.656250
Iteration 62Q: 22 clusters Score -4.16961e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 37861 members 
Mstep: Class 3 contains 20225 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 8421 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 9 contains 3787 members 
Mstep: Class 10 contains 25642 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 17707 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 164301 members 
Mstep: Class 16 contains 12617 members 
Mstep: Class 17 contains 4907 members 
Mstep: Class 18 contains 3390 members 
Mstep: Class 19 contains 37827 members 
Mstep: Class 20 contains 16996 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696732.000000 Penalty: 43896.656250
Iteration 63Q: 22 clusters Score -4.169673e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 37899 members 
Mstep: Class 3 contains 20113 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 8458 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 9 contains 3855 members 
Mstep: Class 10 contains 24836 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 17537 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 164961 members 
Mstep: Class 16 contains 12672 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 3400 members 
Mstep: Class 19 contains 37994 members 
Mstep: Class 20 contains 17187 members 
Mstep: Class 21 contains 7703 members 
Mstep: Class 22 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697260.000000 Penalty: 43896.656250
Iteration 64Q: 22 clusters Score -4.169726e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 37901 members 
Mstep: Class 3 contains 20001 members 
Mstep: Class 4 contains 5743 members 
Mstep: Class 5 contains 8481 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 9 contains 3908 members 
Mstep: Class 10 contains 23984 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 17384 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 165651 members 
Mstep: Class 16 contains 12736 members 
Mstep: Class 17 contains 4753 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 38163 members 
Mstep: Class 20 contains 17381 members 
Mstep: Class 21 contains 7621 members 
Mstep: Class 22 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697780.000000 Penalty: 43896.656250
Iteration 65Q: 22 clusters Score -4.169778e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 37889 members 
Mstep: Class 3 contains 19906 members 
Mstep: Class 4 contains 5746 members 
Mstep: Class 5 contains 8491 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 23172 members 
Mstep: Class 11 contains 6123 members 
Mstep: Class 12 contains 17195 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 166351 members 
Mstep: Class 16 contains 12805 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 38331 members 
Mstep: Class 20 contains 17564 members 
Mstep: Class 21 contains 7571 members 
Mstep: Class 22 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698204.000000 Penalty: 43896.656250
Iteration 66Q: 22 clusters Score -4.16982e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 37891 members 
Mstep: Class 3 contains 19846 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 8493 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 9 contains 3992 members 
Mstep: Class 10 contains 22406 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 16998 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 167016 members 
Mstep: Class 16 contains 12851 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 38473 members 
Mstep: Class 20 contains 17737 members 
Mstep: Class 21 contains 7520 members 
Mstep: Class 22 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698500.000000 Penalty: 43896.656250
Iteration 67Q: 22 clusters Score -4.16985e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 37886 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 5754 members 
Mstep: Class 5 contains 8493 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 9 contains 4022 members 
Mstep: Class 10 contains 21655 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 16802 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 167690 members 
Mstep: Class 16 contains 12904 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 38594 members 
Mstep: Class 20 contains 17929 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41698856.000000 Penalty: 43896.656250
Iteration 68Q: 22 clusters Score -4.169886e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 37864 members 
Mstep: Class 3 contains 19730 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 8492 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 9 contains 4056 members 
Mstep: Class 10 contains 20986 members 
Mstep: Class 11 contains 6266 members 
Mstep: Class 12 contains 16614 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 168341 members 
Mstep: Class 16 contains 12938 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 38710 members 
Mstep: Class 20 contains 18078 members 
Mstep: Class 21 contains 7448 members 
Mstep: Class 22 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699044.000000 Penalty: 43896.656250
Iteration 69Q: 22 clusters Score -4.169904e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 37837 members 
Mstep: Class 3 contains 19671 members 
Mstep: Class 4 contains 5765 members 
Mstep: Class 5 contains 8496 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 9 contains 4088 members 
Mstep: Class 10 contains 20356 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 16440 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 168942 members 
Mstep: Class 16 contains 12962 members 
Mstep: Class 17 contains 4336 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 38835 members 
Mstep: Class 20 contains 18233 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699144.000000 Penalty: 43896.656250
Iteration 70Q: 22 clusters Score -4.169914e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 37780 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 5786 members 
Mstep: Class 5 contains 8496 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 9 contains 4117 members 
Mstep: Class 10 contains 19770 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 16228 members 
Mstep: Class 13 contains 3361 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 169546 members 
Mstep: Class 16 contains 12973 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 38958 members 
Mstep: Class 20 contains 18387 members 
Mstep: Class 21 contains 7393 members 
Mstep: Class 22 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699384.000000 Penalty: 43896.656250
Iteration 71Q: 22 clusters Score -4.169938e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 37717 members 
Mstep: Class 3 contains 19542 members 
Mstep: Class 4 contains 5788 members 
Mstep: Class 5 contains 8493 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 9 contains 4144 members 
Mstep: Class 10 contains 19274 members 
Mstep: Class 11 contains 6478 members 
Mstep: Class 12 contains 16027 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 170069 members 
Mstep: Class 16 contains 12985 members 
Mstep: Class 17 contains 4169 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 39091 members 
Mstep: Class 20 contains 18548 members 
Mstep: Class 21 contains 7363 members 
Mstep: Class 22 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699692.000000 Penalty: 43896.656250
Iteration 72Q: 22 clusters Score -4.169969e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 37646 members 
Mstep: Class 3 contains 19478 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 8492 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 2584 members 
Mstep: Class 9 contains 4160 members 
Mstep: Class 10 contains 18824 members 
Mstep: Class 11 contains 6553 members 
Mstep: Class 12 contains 15814 members 
Mstep: Class 13 contains 3394 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 170572 members 
Mstep: Class 16 contains 13003 members 
Mstep: Class 17 contains 4081 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 39211 members 
Mstep: Class 20 contains 18687 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699856.000000 Penalty: 43896.656250
Iteration 73Q: 22 clusters Score -4.169986e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 37555 members 
Mstep: Class 3 contains 19412 members 
Mstep: Class 4 contains 5843 members 
Mstep: Class 5 contains 8496 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 9 contains 4177 members 
Mstep: Class 10 contains 18410 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 15616 members 
Mstep: Class 13 contains 3409 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 171092 members 
Mstep: Class 16 contains 13022 members 
Mstep: Class 17 contains 3963 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 39316 members 
Mstep: Class 20 contains 18830 members 
Mstep: Class 21 contains 7317 members 
Mstep: Class 22 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700080.000000 Penalty: 43896.656250
Iteration 74Q: 22 clusters Score -4.170008e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 37481 members 
Mstep: Class 3 contains 19339 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 8501 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 9 contains 4193 members 
Mstep: Class 10 contains 18031 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 15411 members 
Mstep: Class 13 contains 3420 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 171549 members 
Mstep: Class 16 contains 13028 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 39433 members 
Mstep: Class 20 contains 18960 members 
Mstep: Class 21 contains 7297 members 
Mstep: Class 22 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700388.000000 Penalty: 43896.656250
Iteration 75Q: 22 clusters Score -4.170039e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 37404 members 
Mstep: Class 3 contains 19266 members 
Mstep: Class 4 contains 5882 members 
Mstep: Class 5 contains 8510 members 
Mstep: Class 6 contains 917 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 17696 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 15203 members 
Mstep: Class 13 contains 3439 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 171970 members 
Mstep: Class 16 contains 13031 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 39538 members 
Mstep: Class 20 contains 19114 members 
Mstep: Class 21 contains 7274 members 
Mstep: Class 22 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700516.000000 Penalty: 43896.656250
Iteration 76Q: 22 clusters Score -4.170052e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 37327 members 
Mstep: Class 3 contains 19196 members 
Mstep: Class 4 contains 5894 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 917 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 9 contains 4237 members 
Mstep: Class 10 contains 17402 members 
Mstep: Class 11 contains 6873 members 
Mstep: Class 12 contains 14987 members 
Mstep: Class 13 contains 3457 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 172351 members 
Mstep: Class 16 contains 13042 members 
Mstep: Class 17 contains 3711 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 39629 members 
Mstep: Class 20 contains 19277 members 
Mstep: Class 21 contains 7227 members 
Mstep: Class 22 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700476.000000 Penalty: 43896.656250
Iteration 77Q: 22 clusters Score -4.170048e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 37235 members 
Mstep: Class 3 contains 19131 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 8522 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 17139 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 172723 members 
Mstep: Class 16 contains 13043 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 39725 members 
Mstep: Class 20 contains 19433 members 
Mstep: Class 21 contains 7177 members 
Mstep: Class 22 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700592.000000 Penalty: 43896.656250
Iteration 78Q: 22 clusters Score -4.170059e+07 nChanged 1466
Entering ConstructFrom: 
Score: -41700592.000000 Penalty: 43896.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Entering Unmasked Estep 
Score: -544672.312500 Penalty: 1379.529175
	Iteration 0F: 2 clusters Score -544672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -540767.687500 Penalty: 2759.058350
	Iteration 0F: 3 clusters Score -540767.7 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -541749.187500 Penalty: 2759.058350
	Iteration 1F: 3 clusters Score -541749.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -541912.562500 Penalty: 2759.058350
	Iteration 2F: 3 clusters Score -541912.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -542003.625000 Penalty: 2759.058350
	Iteration 3Q: 3 clusters Score -542003.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -542065.562500 Penalty: 2759.058350
	Iteration 4Q: 3 clusters Score -542065.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -542115.687500 Penalty: 2759.058350
	Iteration 5Q: 3 clusters Score -542115.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -542170.187500 Penalty: 2759.058350
	Iteration 6Q: 3 clusters Score -542170.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -542216.375000 Penalty: 2759.058350
	Iteration 7Q: 3 clusters Score -542216.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -542261.187500 Penalty: 2759.058350
	Iteration 8Q: 3 clusters Score -542261.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -542299.187500 Penalty: 2759.058350
	Iteration 9Q: 3 clusters Score -542299.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -542339.312500 Penalty: 2759.058350
	Iteration 10Q: 3 clusters Score -542339.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -542388.500000 Penalty: 2759.058350
	Iteration 11Q: 3 clusters Score -542388.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -542434.625000 Penalty: 2759.058350
	Iteration 12Q: 3 clusters Score -542434.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -542478.812500 Penalty: 2759.058350
	Iteration 13Q: 3 clusters Score -542478.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -542530.937500 Penalty: 2759.058350
	Iteration 14Q: 3 clusters Score -542530.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -542607.812500 Penalty: 2759.058350
	Iteration 15Q: 3 clusters Score -542607.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -542707.125000 Penalty: 2759.058350
	Iteration 16Q: 3 clusters Score -542707.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -542819.375000 Penalty: 2759.058350
	Iteration 17Q: 3 clusters Score -542819.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -542943.375000 Penalty: 2759.058350
	Iteration 18Q: 3 clusters Score -542943.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -543067.500000 Penalty: 2759.058350
	Iteration 19Q: 3 clusters Score -543067.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -543163.875000 Penalty: 2759.058350
	Iteration 20F: 3 clusters Score -543163.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -543230.375000 Penalty: 2759.058350
	Iteration 21Q: 3 clusters Score -543230.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -543277.250000 Penalty: 2759.058350
	Iteration 22Q: 3 clusters Score -543277.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -543313.750000 Penalty: 2759.058350
	Iteration 23Q: 3 clusters Score -543313.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -543342.687500 Penalty: 2759.058350
	Iteration 24Q: 3 clusters Score -543342.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -543364.250000 Penalty: 2759.058350
	Iteration 25Q: 3 clusters Score -543364.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -543382.312500 Penalty: 2759.058350
	Iteration 26Q: 3 clusters Score -543382.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -543402.125000 Penalty: 2759.058350
	Iteration 27Q: 3 clusters Score -543402.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -543417.125000 Penalty: 2759.058350
	Iteration 28Q: 3 clusters Score -543417.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -543424.875000 Penalty: 2759.058350
	Iteration 29Q: 3 clusters Score -543424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -543430.062500 Penalty: 2759.058350
	Iteration 30Q: 3 clusters Score -543430.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -543438.312500 Penalty: 2759.058350
	Iteration 31Q: 3 clusters Score -543438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -543442.250000 Penalty: 2759.058350
	Iteration 32Q: 3 clusters Score -543442.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -543445.625000 Penalty: 2759.058350
	Iteration 33Q: 3 clusters Score -543445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -543447.687500 Penalty: 2759.058350
	Iteration 34Q: 3 clusters Score -543447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -543449.125000 Penalty: 2759.058350
	Iteration 35Q: 3 clusters Score -543449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -543449.812500 Penalty: 2759.058350
	Iteration 36Q: 3 clusters Score -543449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -543452.000000 Penalty: 2759.058350
	Iteration 37Q: 3 clusters Score -543452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -543454.625000 Penalty: 2759.058350
	Iteration 38Q: 3 clusters Score -543454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -543459.812500 Penalty: 2759.058350
	Iteration 39Q: 3 clusters Score -543459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -543466.250000 Penalty: 2759.058350
	Iteration 40F: 3 clusters Score -543466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -543471.125000 Penalty: 2759.058350
	Iteration 41Q: 3 clusters Score -543471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -543475.750000 Penalty: 2759.058350
	Iteration 42Q: 3 clusters Score -543475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -543479.187500 Penalty: 2759.058350
	Iteration 43Q: 3 clusters Score -543479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -543479.187500 Penalty: 2759.058350
	Iteration 44F: 3 clusters Score -543479.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Entering Unmasked Estep 
Score: -4160863.500000 Penalty: 1709.998779
	Iteration 0F: 2 clusters Score -4160864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4136020.500000 Penalty: 3419.997559
	Iteration 0F: 3 clusters Score -4136020 nChanged 17321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4145811.500000 Penalty: 3419.997559
	Iteration 1F: 3 clusters Score -4145812 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4146471.000000 Penalty: 3419.997559
	Iteration 2Q: 3 clusters Score -4146471 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -4147315.750000 Penalty: 3419.997559
	Iteration 3F: 3 clusters Score -4147316 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -4148442.000000 Penalty: 3419.997559
	Iteration 4F: 3 clusters Score -4148442 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -4149975.000000 Penalty: 3419.997559
	Iteration 5F: 3 clusters Score -4149975 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -4151906.500000 Penalty: 3419.997559
	Iteration 6F: 3 clusters Score -4151906 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -4153881.250000 Penalty: 3419.997559
	Iteration 7F: 3 clusters Score -4153881 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -4155287.250000 Penalty: 3419.997559
	Iteration 8Q: 3 clusters Score -4155287 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -4156058.000000 Penalty: 3419.997559
	Iteration 9Q: 3 clusters Score -4156058 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4156457.000000 Penalty: 3419.997559
	Iteration 10Q: 3 clusters Score -4156457 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4156694.250000 Penalty: 3419.997559
	Iteration 11Q: 3 clusters Score -4156694 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4156920.000000 Penalty: 3419.997559
	Iteration 12Q: 3 clusters Score -4156920 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4157144.250000 Penalty: 3419.997559
	Iteration 13Q: 3 clusters Score -4157144 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4157361.250000 Penalty: 3419.997559
	Iteration 14Q: 3 clusters Score -4157361 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4157540.250000 Penalty: 3419.997559
	Iteration 15Q: 3 clusters Score -4157540 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4157706.000000 Penalty: 3419.997559
	Iteration 16Q: 3 clusters Score -4157706 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4157852.500000 Penalty: 3419.997559
	Iteration 17Q: 3 clusters Score -4157852 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4157997.000000 Penalty: 3419.997559
	Iteration 18Q: 3 clusters Score -4157997 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4158140.750000 Penalty: 3419.997559
	Iteration 19Q: 3 clusters Score -4158141 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4158261.750000 Penalty: 3419.997559
	Iteration 20F: 3 clusters Score -4158262 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -4158384.250000 Penalty: 3419.997559
	Iteration 21Q: 3 clusters Score -4158384 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4158495.000000 Penalty: 3419.997559
	Iteration 22Q: 3 clusters Score -4158495 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4158583.750000 Penalty: 3419.997559
	Iteration 23Q: 3 clusters Score -4158584 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4158695.000000 Penalty: 3419.997559
	Iteration 24Q: 3 clusters Score -4158695 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -4158782.250000 Penalty: 3419.997559
	Iteration 25Q: 3 clusters Score -4158782 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -4158873.000000 Penalty: 3419.997559
	Iteration 26Q: 3 clusters Score -4158873 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4158974.250000 Penalty: 3419.997559
	Iteration 27Q: 3 clusters Score -4158974 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4159049.000000 Penalty: 3419.997559
	Iteration 28Q: 3 clusters Score -4159049 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -4159114.000000 Penalty: 3419.997559
	Iteration 29Q: 3 clusters Score -4159114 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -4159171.250000 Penalty: 3419.997559
	Iteration 30Q: 3 clusters Score -4159171 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4159210.750000 Penalty: 3419.997559
	Iteration 31Q: 3 clusters Score -4159211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4159230.750000 Penalty: 3419.997559
	Iteration 32Q: 3 clusters Score -4159231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -4159268.500000 Penalty: 3419.997559
	Iteration 33Q: 3 clusters Score -4159268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -4159282.500000 Penalty: 3419.997559
	Iteration 34Q: 3 clusters Score -4159282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4159313.000000 Penalty: 3419.997559
	Iteration 35Q: 3 clusters Score -4159313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -4159340.000000 Penalty: 3419.997559
	Iteration 36Q: 3 clusters Score -4159340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4159355.000000 Penalty: 3419.997559
	Iteration 37Q: 3 clusters Score -4159355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4159369.500000 Penalty: 3419.997559
	Iteration 38Q: 3 clusters Score -4159370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4159384.250000 Penalty: 3419.997559
	Iteration 39Q: 3 clusters Score -4159384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4159394.000000 Penalty: 3419.997559
	Iteration 40F: 3 clusters Score -4159394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -4159398.750000 Penalty: 3419.997559
	Iteration 41Q: 3 clusters Score -4159399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4159402.250000 Penalty: 3419.997559
	Iteration 42Q: 3 clusters Score -4159402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4159405.250000 Penalty: 3419.997559
	Iteration 43Q: 3 clusters Score -4159405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -4159406.000000 Penalty: 3419.997559
	Iteration 44Q: 3 clusters Score -4159406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4159406.500000 Penalty: 3419.997559
	Iteration 45Q: 3 clusters Score -4159406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4159407.500000 Penalty: 3419.997559
	Iteration 46Q: 3 clusters Score -4159408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4159407.500000 Penalty: 3419.997559
	Iteration 47F: 3 clusters Score -4159408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Entering Unmasked Estep 
Score: -2158273.500000 Penalty: 1601.638794
	Iteration 0F: 2 clusters Score -2158274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2145253.500000 Penalty: 3203.277588
	Iteration 0F: 3 clusters Score -2145254 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2149874.000000 Penalty: 3203.277588
	Iteration 1F: 3 clusters Score -2149874 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2150336.500000 Penalty: 3203.277588
	Iteration 2F: 3 clusters Score -2150336 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2150839.250000 Penalty: 3203.277588
	Iteration 3F: 3 clusters Score -2150839 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2151498.000000 Penalty: 3203.277588
	Iteration 4F: 3 clusters Score -2151498 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2152372.250000 Penalty: 3203.277588
	Iteration 5F: 3 clusters Score -2152372 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2153421.750000 Penalty: 3203.277588
	Iteration 6F: 3 clusters Score -2153422 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2154542.000000 Penalty: 3203.277588
	Iteration 7F: 3 clusters Score -2154542 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2155474.000000 Penalty: 3203.277588
	Iteration 8Q: 3 clusters Score -2155474 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2156103.250000 Penalty: 3203.277588
	Iteration 9Q: 3 clusters Score -2156103 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2156534.750000 Penalty: 3203.277588
	Iteration 10Q: 3 clusters Score -2156535 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2156749.500000 Penalty: 3203.277588
	Iteration 11Q: 3 clusters Score -2156750 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2156868.750000 Penalty: 3203.277588
	Iteration 12Q: 3 clusters Score -2156869 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2156933.500000 Penalty: 3203.277588
	Iteration 13Q: 3 clusters Score -2156934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2156954.500000 Penalty: 3203.277588
	Iteration 14Q: 3 clusters Score -2156954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2156964.000000 Penalty: 3203.277588
	Iteration 15Q: 3 clusters Score -2156964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2156972.750000 Penalty: 3203.277588
	Iteration 16Q: 3 clusters Score -2156973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2156983.250000 Penalty: 3203.277588
	Iteration 17Q: 3 clusters Score -2156983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2156995.250000 Penalty: 3203.277588
	Iteration 18Q: 3 clusters Score -2156995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2157002.250000 Penalty: 3203.277588
	Iteration 19Q: 3 clusters Score -2157002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2157003.750000 Penalty: 3203.277588
	Iteration 20F: 3 clusters Score -2157004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2157003.750000 Penalty: 3203.277588
	Iteration 21Q: 3 clusters Score -2157004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2157005.750000 Penalty: 3203.277588
	Iteration 22Q: 3 clusters Score -2157006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2157004.500000 Penalty: 3203.277588
	Iteration 23Q: 3 clusters Score -2157004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2157007.750000 Penalty: 3203.277588
	Iteration 24Q: 3 clusters Score -2157008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2157005.750000 Penalty: 3203.277588
	Iteration 25Q: 3 clusters Score -2157006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2157006.500000 Penalty: 3203.277588
	Iteration 26Q: 3 clusters Score -2157006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2157008.250000 Penalty: 3203.277588
	Iteration 27Q: 3 clusters Score -2157008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2157008.250000 Penalty: 3203.277588
	Iteration 28F: 3 clusters Score -2157008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Entering Unmasked Estep 
Score: -643129.812500 Penalty: 1410.719482
	Iteration 0F: 2 clusters Score -643129.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -638615.625000 Penalty: 2821.438965
	Iteration 0F: 3 clusters Score -638615.6 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -639850.437500 Penalty: 2821.438965
	Iteration 1F: 3 clusters Score -639850.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -640003.437500 Penalty: 2821.438965
	Iteration 2F: 3 clusters Score -640003.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -640104.000000 Penalty: 2821.438965
	Iteration 3Q: 3 clusters Score -640104 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -640170.187500 Penalty: 2821.438965
	Iteration 4Q: 3 clusters Score -640170.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -640222.562500 Penalty: 2821.438965
	Iteration 5Q: 3 clusters Score -640222.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -640277.875000 Penalty: 2821.438965
	Iteration 6Q: 3 clusters Score -640277.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -640336.125000 Penalty: 2821.438965
	Iteration 7Q: 3 clusters Score -640336.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -640404.875000 Penalty: 2821.438965
	Iteration 8Q: 3 clusters Score -640404.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -640472.500000 Penalty: 2821.438965
	Iteration 9Q: 3 clusters Score -640472.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -640563.375000 Penalty: 2821.438965
	Iteration 10Q: 3 clusters Score -640563.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -640675.062500 Penalty: 2821.438965
	Iteration 11Q: 3 clusters Score -640675.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -640811.437500 Penalty: 2821.438965
	Iteration 12Q: 3 clusters Score -640811.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -640960.812500 Penalty: 2821.438965
	Iteration 13Q: 3 clusters Score -640960.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -641143.500000 Penalty: 2821.438965
	Iteration 14Q: 3 clusters Score -641143.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -641326.187500 Penalty: 2821.438965
	Iteration 15Q: 3 clusters Score -641326.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -641466.000000 Penalty: 2821.438965
	Iteration 16Q: 3 clusters Score -641466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -641606.687500 Penalty: 2821.438965
	Iteration 17Q: 3 clusters Score -641606.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -641688.812500 Penalty: 2821.438965
	Iteration 18Q: 3 clusters Score -641688.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -641740.500000 Penalty: 2821.438965
	Iteration 19Q: 3 clusters Score -641740.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -641787.625000 Penalty: 2821.438965
	Iteration 20F: 3 clusters Score -641787.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -641827.000000 Penalty: 2821.438965
	Iteration 21Q: 3 clusters Score -641827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -641854.250000 Penalty: 2821.438965
	Iteration 22Q: 3 clusters Score -641854.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -641872.625000 Penalty: 2821.438965
	Iteration 23Q: 3 clusters Score -641872.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -641881.812500 Penalty: 2821.438965
	Iteration 24Q: 3 clusters Score -641881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -641885.500000 Penalty: 2821.438965
	Iteration 25Q: 3 clusters Score -641885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -641887.250000 Penalty: 2821.438965
	Iteration 26Q: 3 clusters Score -641887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -641887.250000 Penalty: 2821.438965
	Iteration 27F: 3 clusters Score -641887.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Entering Unmasked Estep 
Score: -922600.125000 Penalty: 1470.881714
	Iteration 0F: 2 clusters Score -922600.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -916355.187500 Penalty: 2941.763428
	Iteration 0F: 3 clusters Score -916355.2 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -918392.875000 Penalty: 2941.763428
	Iteration 1F: 3 clusters Score -918392.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -918995.062500 Penalty: 2941.763428
	Iteration 2F: 3 clusters Score -918995.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -919646.250000 Penalty: 2941.763428
	Iteration 3F: 3 clusters Score -919646.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -920263.062500 Penalty: 2941.763428
	Iteration 4F: 3 clusters Score -920263.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -920753.500000 Penalty: 2941.763428
	Iteration 5F: 3 clusters Score -920753.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -921123.312500 Penalty: 2941.763428
	Iteration 6F: 3 clusters Score -921123.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -921401.437500 Penalty: 2941.763428
	Iteration 7Q: 3 clusters Score -921401.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -921628.125000 Penalty: 2941.763428
	Iteration 8Q: 3 clusters Score -921628.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -921793.312500 Penalty: 2941.763428
	Iteration 9Q: 3 clusters Score -921793.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -921908.750000 Penalty: 2941.763428
	Iteration 10Q: 3 clusters Score -921908.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -921998.625000 Penalty: 2941.763428
	Iteration 11Q: 3 clusters Score -921998.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -922080.812500 Penalty: 2941.763428
	Iteration 12Q: 3 clusters Score -922080.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -922146.812500 Penalty: 2941.763428
	Iteration 13Q: 3 clusters Score -922146.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -922201.312500 Penalty: 2941.763428
	Iteration 14Q: 3 clusters Score -922201.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -922258.062500 Penalty: 2941.763428
	Iteration 15Q: 3 clusters Score -922258.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -922313.750000 Penalty: 2941.763428
	Iteration 16Q: 3 clusters Score -922313.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -922356.500000 Penalty: 2941.763428
	Iteration 17Q: 3 clusters Score -922356.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -922379.500000 Penalty: 2941.763428
	Iteration 18Q: 3 clusters Score -922379.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -922392.812500 Penalty: 2941.763428
	Iteration 19Q: 3 clusters Score -922392.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -922401.500000 Penalty: 2941.763428
	Iteration 20F: 3 clusters Score -922401.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -922406.687500 Penalty: 2941.763428
	Iteration 21Q: 3 clusters Score -922406.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -922412.500000 Penalty: 2941.763428
	Iteration 22Q: 3 clusters Score -922412.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -922415.812500 Penalty: 2941.763428
	Iteration 23Q: 3 clusters Score -922415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -922420.375000 Penalty: 2941.763428
	Iteration 24Q: 3 clusters Score -922420.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -922423.187500 Penalty: 2941.763428
	Iteration 25Q: 3 clusters Score -922423.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -922425.937500 Penalty: 2941.763428
	Iteration 26Q: 3 clusters Score -922425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -922426.562500 Penalty: 2941.763428
	Iteration 27Q: 3 clusters Score -922426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -922427.625000 Penalty: 2941.763428
	Iteration 28Q: 3 clusters Score -922427.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -922427.625000 Penalty: 2941.763428
	Iteration 29F: 3 clusters Score -922427.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -97031.914062 Penalty: 1107.897461
	Iteration 0F: 2 clusters Score -97031.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95622.750000 Penalty: 2215.794922
	Iteration 0F: 3 clusters Score -95622.75 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95857.679688 Penalty: 2215.794922
	Iteration 1F: 3 clusters Score -95857.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95923.234375 Penalty: 2215.794922
	Iteration 2F: 3 clusters Score -95923.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -95954.726562 Penalty: 2215.794922
	Iteration 3Q: 3 clusters Score -95954.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -95977.554688 Penalty: 2215.794922
	Iteration 4Q: 3 clusters Score -95977.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -95992.437500 Penalty: 2215.794922
	Iteration 5Q: 3 clusters Score -95992.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95997.179688 Penalty: 2215.794922
	Iteration 6Q: 3 clusters Score -95997.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96004.242188 Penalty: 2215.794922
	Iteration 7Q: 3 clusters Score -96004.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96006.093750 Penalty: 2215.794922
	Iteration 8Q: 3 clusters Score -96006.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -96006.531250 Penalty: 2215.794922
	Iteration 9Q: 3 clusters Score -96006.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -96006.531250 Penalty: 2215.794922
	Iteration 10F: 3 clusters Score -96006.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -247208.375000 Penalty: 1269.708618
	Iteration 0F: 2 clusters Score -247208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -244826.109375 Penalty: 2539.417236
	Iteration 0F: 3 clusters Score -244826.1 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -245421.781250 Penalty: 2539.417236
	Iteration 1F: 3 clusters Score -245421.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -245659.906250 Penalty: 2539.417236
	Iteration 2F: 3 clusters Score -245659.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -245884.375000 Penalty: 2539.417236
	Iteration 3F: 3 clusters Score -245884.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -246150.578125 Penalty: 2539.417236
	Iteration 4F: 3 clusters Score -246150.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -246488.734375 Penalty: 2539.417236
	Iteration 5F: 3 clusters Score -246488.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -246832.062500 Penalty: 2539.417236
	Iteration 6F: 3 clusters Score -246832.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -247055.265625 Penalty: 2539.417236
	Iteration 7F: 3 clusters Score -247055.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -247170.546875 Penalty: 2539.417236
	Iteration 8Q: 3 clusters Score -247170.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -247228.406250 Penalty: 2539.417236
	Iteration 9Q: 3 clusters Score -247228.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -247259.843750 Penalty: 2539.417236
	Iteration 10Q: 3 clusters Score -247259.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -247275.203125 Penalty: 2539.417236
	Iteration 11Q: 3 clusters Score -247275.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -247280.734375 Penalty: 2539.417236
	Iteration 12Q: 3 clusters Score -247280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -247282.609375 Penalty: 2539.417236
	Iteration 13Q: 3 clusters Score -247282.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -247285.125000 Penalty: 2539.417236
	Iteration 14Q: 3 clusters Score -247285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -247287.734375 Penalty: 2539.417236
	Iteration 15Q: 3 clusters Score -247287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -247289.109375 Penalty: 2539.417236
	Iteration 16Q: 3 clusters Score -247289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -247289.718750 Penalty: 2539.417236
	Iteration 17Q: 3 clusters Score -247289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -247292.531250 Penalty: 2539.417236
	Iteration 18Q: 3 clusters Score -247292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -247292.406250 Penalty: 2539.417236
	Iteration 19Q: 3 clusters Score -247292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -247293.921875 Penalty: 2539.417236
	Iteration 20F: 3 clusters Score -247293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -247294.984375 Penalty: 2539.417236
	Iteration 21Q: 3 clusters Score -247295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -247296.437500 Penalty: 2539.417236
	Iteration 22Q: 3 clusters Score -247296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -247297.890625 Penalty: 2539.417236
	Iteration 23Q: 3 clusters Score -247297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -247298.390625 Penalty: 2539.417236
	Iteration 24Q: 3 clusters Score -247298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -247298.687500 Penalty: 2539.417236
	Iteration 25Q: 3 clusters Score -247298.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -247298.687500 Penalty: 2539.417236
	Iteration 26F: 3 clusters Score -247298.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 37163 members 
Mstep: Class 3 contains 19077 members 
Mstep: Class 4 contains 5892 members 
Mstep: Class 5 contains 8532 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 681 members 
Mstep: Class 8 contains 1793 members 
Mstep: Class 9 contains 4288 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 14582 members 
Mstep: Class 13 contains 3506 members 
Mstep: Class 14 contains 473 members 
Mstep: Class 15 contains 173060 members 
Mstep: Class 16 contains 13040 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 39810 members 
Mstep: Class 20 contains 19577 members 
Mstep: Class 21 contains 7136 members 
Mstep: Class 22 contains 623 members 
Entering Unmasked Estep 
Score: -41699948.000000 Penalty: 45986.972656
Splitting cluster 7 changes total score from -41700592.000000 to -41699948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -474836.812500 Penalty: 1359.081055
	Iteration 0F: 2 clusters Score -474836.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -471289.218750 Penalty: 2718.162109
	Iteration 0F: 3 clusters Score -471289.2 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -472317.687500 Penalty: 2718.162109
	Iteration 1F: 3 clusters Score -472317.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -472617.500000 Penalty: 2718.162109
	Iteration 2F: 3 clusters Score -472617.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -472845.656250 Penalty: 2718.162109
	Iteration 3F: 3 clusters Score -472845.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -473030.937500 Penalty: 2718.162109
	Iteration 4F: 3 clusters Score -473030.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -473142.093750 Penalty: 2718.162109
	Iteration 5Q: 3 clusters Score -473142.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -473225.125000 Penalty: 2718.162109
	Iteration 6Q: 3 clusters Score -473225.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -473310.562500 Penalty: 2718.162109
	Iteration 7Q: 3 clusters Score -473310.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -473377.437500 Penalty: 2718.162109
	Iteration 8Q: 3 clusters Score -473377.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -473435.000000 Penalty: 2718.162109
	Iteration 9Q: 3 clusters Score -473435 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -473485.687500 Penalty: 2718.162109
	Iteration 10Q: 3 clusters Score -473485.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -473540.343750 Penalty: 2718.162109
	Iteration 11Q: 3 clusters Score -473540.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -473584.125000 Penalty: 2718.162109
	Iteration 12Q: 3 clusters Score -473584.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -473619.218750 Penalty: 2718.162109
	Iteration 13Q: 3 clusters Score -473619.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -473648.562500 Penalty: 2718.162109
	Iteration 14Q: 3 clusters Score -473648.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -473664.281250 Penalty: 2718.162109
	Iteration 15Q: 3 clusters Score -473664.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -473674.875000 Penalty: 2718.162109
	Iteration 16Q: 3 clusters Score -473674.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -473682.250000 Penalty: 2718.162109
	Iteration 17Q: 3 clusters Score -473682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -473694.031250 Penalty: 2718.162109
	Iteration 18Q: 3 clusters Score -473694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -473708.687500 Penalty: 2718.162109
	Iteration 19Q: 3 clusters Score -473708.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -473717.000000 Penalty: 2718.162109
	Iteration 20F: 3 clusters Score -473717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -473719.187500 Penalty: 2718.162109
	Iteration 21Q: 3 clusters Score -473719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -473722.281250 Penalty: 2718.162109
	Iteration 22Q: 3 clusters Score -473722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -473722.718750 Penalty: 2718.162109
	Iteration 23Q: 3 clusters Score -473722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -473722.531250 Penalty: 2718.162109
	Iteration 24Q: 3 clusters Score -473722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -473723.062500 Penalty: 2718.162109
	Iteration 25Q: 3 clusters Score -473723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -473723.062500 Penalty: 2718.162109
	Iteration 26F: 3 clusters Score -473723.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Entering Unmasked Estep 
Score: -1894639.750000 Penalty: 1581.476807
	Iteration 0F: 2 clusters Score -1894640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1882990.875000 Penalty: 3162.953613
	Iteration 0F: 3 clusters Score -1882991 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1886978.375000 Penalty: 3162.953613
	Iteration 1F: 3 clusters Score -1886978 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1887221.125000 Penalty: 3162.953613
	Iteration 2Q: 3 clusters Score -1887221 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1887418.000000 Penalty: 3162.953613
	Iteration 3Q: 3 clusters Score -1887418 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1887646.500000 Penalty: 3162.953613
	Iteration 4Q: 3 clusters Score -1887646 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1887936.000000 Penalty: 3162.953613
	Iteration 5Q: 3 clusters Score -1887936 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1888327.000000 Penalty: 3162.953613
	Iteration 6Q: 3 clusters Score -1888327 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1888921.250000 Penalty: 3162.953613
	Iteration 7F: 3 clusters Score -1888921 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1889724.625000 Penalty: 3162.953613
	Iteration 8F: 3 clusters Score -1889725 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1890722.125000 Penalty: 3162.953613
	Iteration 9F: 3 clusters Score -1890722 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1891739.875000 Penalty: 3162.953613
	Iteration 10F: 3 clusters Score -1891740 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1892424.625000 Penalty: 3162.953613
	Iteration 11Q: 3 clusters Score -1892425 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1892816.000000 Penalty: 3162.953613
	Iteration 12Q: 3 clusters Score -1892816 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1893017.875000 Penalty: 3162.953613
	Iteration 13Q: 3 clusters Score -1893018 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1893122.750000 Penalty: 3162.953613
	Iteration 14Q: 3 clusters Score -1893123 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1893180.375000 Penalty: 3162.953613
	Iteration 15Q: 3 clusters Score -1893180 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1893222.875000 Penalty: 3162.953613
	Iteration 16Q: 3 clusters Score -1893223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1893246.375000 Penalty: 3162.953613
	Iteration 17Q: 3 clusters Score -1893246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1893269.875000 Penalty: 3162.953613
	Iteration 18Q: 3 clusters Score -1893270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1893276.250000 Penalty: 3162.953613
	Iteration 19Q: 3 clusters Score -1893276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1893281.625000 Penalty: 3162.953613
	Iteration 20F: 3 clusters Score -1893282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1893283.750000 Penalty: 3162.953613
	Iteration 21Q: 3 clusters Score -1893284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1893286.375000 Penalty: 3162.953613
	Iteration 22Q: 3 clusters Score -1893286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1893292.250000 Penalty: 3162.953613
	Iteration 23Q: 3 clusters Score -1893292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1893293.000000 Penalty: 3162.953613
	Iteration 24Q: 3 clusters Score -1893293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1893298.375000 Penalty: 3162.953613
	Iteration 25Q: 3 clusters Score -1893298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1893300.750000 Penalty: 3162.953613
	Iteration 26Q: 3 clusters Score -1893301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1893299.500000 Penalty: 3162.953613
	Iteration 27Q: 3 clusters Score -1893300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1893300.875000 Penalty: 3162.953613
	Iteration 28Q: 3 clusters Score -1893301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1893307.875000 Penalty: 3162.953613
	Iteration 29Q: 3 clusters Score -1893308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1893310.375000 Penalty: 3162.953613
	Iteration 30Q: 3 clusters Score -1893310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1893308.625000 Penalty: 3162.953613
	Iteration 31Q: 3 clusters Score -1893309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1893309.500000 Penalty: 3162.953613
	Iteration 32Q: 3 clusters Score -1893310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1893309.500000 Penalty: 3162.953613
	Iteration 33F: 3 clusters Score -1893310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Entering Unmasked Estep 
Score: -768052.312500 Penalty: 1439.253784
	Iteration 0F: 2 clusters Score -768052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -762756.812500 Penalty: 2878.507568
	Iteration 0F: 3 clusters Score -762756.8 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -764350.312500 Penalty: 2878.507568
	Iteration 1F: 3 clusters Score -764350.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -764551.500000 Penalty: 2878.507568
	Iteration 2F: 3 clusters Score -764551.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -764684.562500 Penalty: 2878.507568
	Iteration 3Q: 3 clusters Score -764684.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -764788.000000 Penalty: 2878.507568
	Iteration 4Q: 3 clusters Score -764788 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -764881.000000 Penalty: 2878.507568
	Iteration 5Q: 3 clusters Score -764881 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -764967.562500 Penalty: 2878.507568
	Iteration 6Q: 3 clusters Score -764967.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -765073.375000 Penalty: 2878.507568
	Iteration 7Q: 3 clusters Score -765073.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -765194.062500 Penalty: 2878.507568
	Iteration 8Q: 3 clusters Score -765194.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -765320.000000 Penalty: 2878.507568
	Iteration 9Q: 3 clusters Score -765320 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -765477.812500 Penalty: 2878.507568
	Iteration 10Q: 3 clusters Score -765477.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -765664.812500 Penalty: 2878.507568
	Iteration 11Q: 3 clusters Score -765664.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -765869.250000 Penalty: 2878.507568
	Iteration 12Q: 3 clusters Score -765869.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -766086.562500 Penalty: 2878.507568
	Iteration 13Q: 3 clusters Score -766086.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -766274.000000 Penalty: 2878.507568
	Iteration 14Q: 3 clusters Score -766274 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -766406.125000 Penalty: 2878.507568
	Iteration 15Q: 3 clusters Score -766406.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -766499.750000 Penalty: 2878.507568
	Iteration 16Q: 3 clusters Score -766499.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -766558.375000 Penalty: 2878.507568
	Iteration 17Q: 3 clusters Score -766558.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -766595.375000 Penalty: 2878.507568
	Iteration 18Q: 3 clusters Score -766595.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -766621.125000 Penalty: 2878.507568
	Iteration 19Q: 3 clusters Score -766621.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -766651.625000 Penalty: 2878.507568
	Iteration 20F: 3 clusters Score -766651.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -766678.312500 Penalty: 2878.507568
	Iteration 21Q: 3 clusters Score -766678.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -766694.312500 Penalty: 2878.507568
	Iteration 22Q: 3 clusters Score -766694.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -766706.562500 Penalty: 2878.507568
	Iteration 23Q: 3 clusters Score -766706.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -766716.312500 Penalty: 2878.507568
	Iteration 24Q: 3 clusters Score -766716.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -766725.125000 Penalty: 2878.507568
	Iteration 25Q: 3 clusters Score -766725.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -766730.062500 Penalty: 2878.507568
	Iteration 26Q: 3 clusters Score -766730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -766733.062500 Penalty: 2878.507568
	Iteration 27Q: 3 clusters Score -766733.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -766736.562500 Penalty: 2878.507568
	Iteration 28Q: 3 clusters Score -766736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -766741.437500 Penalty: 2878.507568
	Iteration 29Q: 3 clusters Score -766741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -766748.187500 Penalty: 2878.507568
	Iteration 30Q: 3 clusters Score -766748.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -766757.625000 Penalty: 2878.507568
	Iteration 31Q: 3 clusters Score -766757.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -766771.500000 Penalty: 2878.507568
	Iteration 32Q: 3 clusters Score -766771.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -766780.500000 Penalty: 2878.507568
	Iteration 33Q: 3 clusters Score -766780.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -766785.625000 Penalty: 2878.507568
	Iteration 34Q: 3 clusters Score -766785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -766792.187500 Penalty: 2878.507568
	Iteration 35Q: 3 clusters Score -766792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -766795.500000 Penalty: 2878.507568
	Iteration 36Q: 3 clusters Score -766795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -766796.000000 Penalty: 2878.507568
	Iteration 37Q: 3 clusters Score -766796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -766803.375000 Penalty: 2878.507568
	Iteration 38Q: 3 clusters Score -766803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -766806.250000 Penalty: 2878.507568
	Iteration 39Q: 3 clusters Score -766806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -766810.312500 Penalty: 2878.507568
	Iteration 40F: 3 clusters Score -766810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -766811.812500 Penalty: 2878.507568
	Iteration 41Q: 3 clusters Score -766811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -766815.500000 Penalty: 2878.507568
	Iteration 42Q: 3 clusters Score -766815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -766818.750000 Penalty: 2878.507568
	Iteration 43Q: 3 clusters Score -766818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -766818.750000 Penalty: 2878.507568
	Iteration 44F: 3 clusters Score -766818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Entering Unmasked Estep 
Score: -1508747.375000 Penalty: 1557.975830
	Iteration 0F: 2 clusters Score -1508747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1498627.500000 Penalty: 3115.951660
	Iteration 0F: 3 clusters Score -1498628 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1502293.625000 Penalty: 3115.951660
	Iteration 1F: 3 clusters Score -1502294 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1502859.875000 Penalty: 3115.951660
	Iteration 2F: 3 clusters Score -1502860 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1503488.750000 Penalty: 3115.951660
	Iteration 3F: 3 clusters Score -1503489 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1504155.125000 Penalty: 3115.951660
	Iteration 4F: 3 clusters Score -1504155 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1504796.250000 Penalty: 3115.951660
	Iteration 5F: 3 clusters Score -1504796 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1505294.500000 Penalty: 3115.951660
	Iteration 6F: 3 clusters Score -1505294 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1505631.750000 Penalty: 3115.951660
	Iteration 7Q: 3 clusters Score -1505632 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1505878.875000 Penalty: 3115.951660
	Iteration 8Q: 3 clusters Score -1505879 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1506080.500000 Penalty: 3115.951660
	Iteration 9Q: 3 clusters Score -1506080 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1506260.750000 Penalty: 3115.951660
	Iteration 10Q: 3 clusters Score -1506261 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1506452.250000 Penalty: 3115.951660
	Iteration 11Q: 3 clusters Score -1506452 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1506656.125000 Penalty: 3115.951660
	Iteration 12Q: 3 clusters Score -1506656 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1506854.000000 Penalty: 3115.951660
	Iteration 13Q: 3 clusters Score -1506854 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1507015.625000 Penalty: 3115.951660
	Iteration 14Q: 3 clusters Score -1507016 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1507168.125000 Penalty: 3115.951660
	Iteration 15Q: 3 clusters Score -1507168 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1507276.875000 Penalty: 3115.951660
	Iteration 16Q: 3 clusters Score -1507277 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1507362.250000 Penalty: 3115.951660
	Iteration 17Q: 3 clusters Score -1507362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1507422.000000 Penalty: 3115.951660
	Iteration 18Q: 3 clusters Score -1507422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1507464.750000 Penalty: 3115.951660
	Iteration 19Q: 3 clusters Score -1507465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1507495.250000 Penalty: 3115.951660
	Iteration 20F: 3 clusters Score -1507495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1507520.250000 Penalty: 3115.951660
	Iteration 21Q: 3 clusters Score -1507520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1507533.625000 Penalty: 3115.951660
	Iteration 22Q: 3 clusters Score -1507534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1507550.625000 Penalty: 3115.951660
	Iteration 23Q: 3 clusters Score -1507551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1507569.125000 Penalty: 3115.951660
	Iteration 24Q: 3 clusters Score -1507569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1507593.625000 Penalty: 3115.951660
	Iteration 25Q: 3 clusters Score -1507594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1507613.625000 Penalty: 3115.951660
	Iteration 26Q: 3 clusters Score -1507614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1507628.750000 Penalty: 3115.951660
	Iteration 27Q: 3 clusters Score -1507629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1507647.875000 Penalty: 3115.951660
	Iteration 28Q: 3 clusters Score -1507648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1507668.750000 Penalty: 3115.951660
	Iteration 29Q: 3 clusters Score -1507669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1507678.875000 Penalty: 3115.951660
	Iteration 30Q: 3 clusters Score -1507679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1507693.125000 Penalty: 3115.951660
	Iteration 31Q: 3 clusters Score -1507693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1507704.500000 Penalty: 3115.951660
	Iteration 32Q: 3 clusters Score -1507704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1507715.875000 Penalty: 3115.951660
	Iteration 33Q: 3 clusters Score -1507716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1507727.625000 Penalty: 3115.951660
	Iteration 34Q: 3 clusters Score -1507728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1507732.625000 Penalty: 3115.951660
	Iteration 35Q: 3 clusters Score -1507733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1507739.500000 Penalty: 3115.951660
	Iteration 36Q: 3 clusters Score -1507740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1507739.500000 Penalty: 3115.951660
	Iteration 37Q: 3 clusters Score -1507740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1507740.625000 Penalty: 3115.951660
	Iteration 38Q: 3 clusters Score -1507741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1507742.375000 Penalty: 3115.951660
	Iteration 39Q: 3 clusters Score -1507742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1507746.000000 Penalty: 3115.951660
	Iteration 40F: 3 clusters Score -1507746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1507746.875000 Penalty: 3115.951660
	Iteration 41Q: 3 clusters Score -1507747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1507748.000000 Penalty: 3115.951660
	Iteration 42Q: 3 clusters Score -1507748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1507747.750000 Penalty: 3115.951660
	Iteration 43Q: 3 clusters Score -1507748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1507748.375000 Penalty: 3115.951660
	Iteration 44Q: 3 clusters Score -1507748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1507748.375000 Penalty: 3115.951660
	Iteration 45F: 3 clusters Score -1507748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Entering Unmasked Estep 
Score: -388863.750000 Penalty: 1326.362549
	Iteration 0F: 2 clusters Score -388863.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -385815.468750 Penalty: 2652.725098
	Iteration 0F: 3 clusters Score -385815.5 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -386514.125000 Penalty: 2652.725098
	Iteration 1F: 3 clusters Score -386514.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -386673.468750 Penalty: 2652.725098
	Iteration 2F: 3 clusters Score -386673.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -386788.687500 Penalty: 2652.725098
	Iteration 3F: 3 clusters Score -386788.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -386871.968750 Penalty: 2652.725098
	Iteration 4Q: 3 clusters Score -386872 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -386947.968750 Penalty: 2652.725098
	Iteration 5Q: 3 clusters Score -386948 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -387015.937500 Penalty: 2652.725098
	Iteration 6Q: 3 clusters Score -387015.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -387068.968750 Penalty: 2652.725098
	Iteration 7Q: 3 clusters Score -387069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -387110.937500 Penalty: 2652.725098
	Iteration 8Q: 3 clusters Score -387110.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -387142.937500 Penalty: 2652.725098
	Iteration 9Q: 3 clusters Score -387142.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -387175.750000 Penalty: 2652.725098
	Iteration 10Q: 3 clusters Score -387175.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -387208.875000 Penalty: 2652.725098
	Iteration 11Q: 3 clusters Score -387208.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -387254.031250 Penalty: 2652.725098
	Iteration 12Q: 3 clusters Score -387254 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -387313.531250 Penalty: 2652.725098
	Iteration 13Q: 3 clusters Score -387313.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -387373.500000 Penalty: 2652.725098
	Iteration 14Q: 3 clusters Score -387373.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -387422.750000 Penalty: 2652.725098
	Iteration 15Q: 3 clusters Score -387422.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -387469.218750 Penalty: 2652.725098
	Iteration 16Q: 3 clusters Score -387469.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -387507.656250 Penalty: 2652.725098
	Iteration 17Q: 3 clusters Score -387507.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -387552.843750 Penalty: 2652.725098
	Iteration 18Q: 3 clusters Score -387552.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -387581.687500 Penalty: 2652.725098
	Iteration 19Q: 3 clusters Score -387581.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -387603.187500 Penalty: 2652.725098
	Iteration 20F: 3 clusters Score -387603.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -387617.218750 Penalty: 2652.725098
	Iteration 21Q: 3 clusters Score -387617.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -387632.031250 Penalty: 2652.725098
	Iteration 22Q: 3 clusters Score -387632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -387641.781250 Penalty: 2652.725098
	Iteration 23Q: 3 clusters Score -387641.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -387647.187500 Penalty: 2652.725098
	Iteration 24Q: 3 clusters Score -387647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -387650.062500 Penalty: 2652.725098
	Iteration 25Q: 3 clusters Score -387650.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -387654.312500 Penalty: 2652.725098
	Iteration 26Q: 3 clusters Score -387654.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -387657.656250 Penalty: 2652.725098
	Iteration 27Q: 3 clusters Score -387657.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -387659.625000 Penalty: 2652.725098
	Iteration 28Q: 3 clusters Score -387659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -387659.500000 Penalty: 2652.725098
	Iteration 29Q: 3 clusters Score -387659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -387660.437500 Penalty: 2652.725098
	Iteration 30Q: 3 clusters Score -387660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -387661.875000 Penalty: 2652.725098
	Iteration 31Q: 3 clusters Score -387661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -387662.281250 Penalty: 2652.725098
	Iteration 32Q: 3 clusters Score -387662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -387663.468750 Penalty: 2652.725098
	Iteration 33Q: 3 clusters Score -387663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -387665.375000 Penalty: 2652.725098
	Iteration 34Q: 3 clusters Score -387665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -387666.437500 Penalty: 2652.725098
	Iteration 35Q: 3 clusters Score -387666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -387666.843750 Penalty: 2652.725098
	Iteration 36Q: 3 clusters Score -387666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -387667.500000 Penalty: 2652.725098
	Iteration 37Q: 3 clusters Score -387667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -387667.875000 Penalty: 2652.725098
	Iteration 38Q: 3 clusters Score -387667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -387667.875000 Penalty: 2652.725098
	Iteration 39F: 3 clusters Score -387667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41583.421875 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41583.42 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 214 members 
Entering Unmasked Estep 
Score: -40652.812500 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40652.81 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41038.667969 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -41038.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41174.964844 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -41174.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41298.449219 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -41298.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41485.062500 Penalty: 2001.705933
	Iteration 4F: 3 clusters Score -41485.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41552.058594 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -41552.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41578.441406 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -41578.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41590.777344 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -41590.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41606.480469 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -41606.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41615.832031 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -41615.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41618.472656 Penalty: 2001.705933
	Iteration 10Q: 3 clusters Score -41618.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41618.472656 Penalty: 2001.705933
	Iteration 11F: 3 clusters Score -41618.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 37163 members 
Mstep: Class 3 contains 19077 members 
Mstep: Class 4 contains 5892 members 
Mstep: Class 5 contains 8532 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 4288 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 14582 members 
Mstep: Class 13 contains 3506 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 173060 members 
Mstep: Class 16 contains 13040 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 39810 members 
Mstep: Class 20 contains 19577 members 
Mstep: Class 21 contains 7136 members 
Mstep: Class 22 contains 623 members 
Entering Unmasked Estep 
Score: -41699616.000000 Penalty: 45986.972656
Splitting cluster 14 changes total score from -41700592.000000 to -41699616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (173060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173060 members 
Entering Unmasked Estep 
Score: -18982328.000000 Penalty: 1959.976440
	Iteration 0F: 2 clusters Score -1.898233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -18880626.000000 Penalty: 3919.952881
	Iteration 0F: 3 clusters Score -1.888063e+07 nChanged 83777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -18929516.000000 Penalty: 3919.952881
	Iteration 1F: 3 clusters Score -1.892952e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -18930486.000000 Penalty: 3919.952881
	Iteration 2Q: 3 clusters Score -1.893049e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 100500 members 
Entering Unmasked Estep 
Score: -18931846.000000 Penalty: 3919.952881
	Iteration 3Q: 3 clusters Score -1.893185e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 108018 members 
Entering Unmasked Estep 
Score: -18934538.000000 Penalty: 3919.952881
	Iteration 4Q: 3 clusters Score -1.893454e+07 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -18939226.000000 Penalty: 3919.952881
	Iteration 5F: 3 clusters Score -1.893923e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 130773 members 
Entering Unmasked Estep 
Score: -18947008.000000 Penalty: 3919.952881
	Iteration 6F: 3 clusters Score -1.894701e+07 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 143476 members 
Entering Unmasked Estep 
Score: -18955810.000000 Penalty: 3919.952881
	Iteration 7F: 3 clusters Score -1.895581e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 153583 members 
Entering Unmasked Estep 
Score: -18963826.000000 Penalty: 3919.952881
	Iteration 8F: 3 clusters Score -1.896383e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 160091 members 
Entering Unmasked Estep 
Score: -18969420.000000 Penalty: 3919.952881
	Iteration 9Q: 3 clusters Score -1.896942e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 163861 members 
Entering Unmasked Estep 
Score: -18973004.000000 Penalty: 3919.952881
	Iteration 10Q: 3 clusters Score -1.8973e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 165932 members 
Entering Unmasked Estep 
Score: -18975172.000000 Penalty: 3919.952881
	Iteration 11Q: 3 clusters Score -1.897517e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -18976426.000000 Penalty: 3919.952881
	Iteration 12Q: 3 clusters Score -1.897643e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 168074 members 
Entering Unmasked Estep 
Score: -18977178.000000 Penalty: 3919.952881
	Iteration 13Q: 3 clusters Score -1.897718e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -18977630.000000 Penalty: 3919.952881
	Iteration 14Q: 3 clusters Score -1.897763e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 169142 members 
Entering Unmasked Estep 
Score: -18977934.000000 Penalty: 3919.952881
	Iteration 15Q: 3 clusters Score -1.897793e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 169514 members 
Entering Unmasked Estep 
Score: -18978260.000000 Penalty: 3919.952881
	Iteration 16Q: 3 clusters Score -1.897826e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 169802 members 
Entering Unmasked Estep 
Score: -18978470.000000 Penalty: 3919.952881
	Iteration 17Q: 3 clusters Score -1.897847e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 170083 members 
Entering Unmasked Estep 
Score: -18978706.000000 Penalty: 3919.952881
	Iteration 18Q: 3 clusters Score -1.897871e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 170314 members 
Entering Unmasked Estep 
Score: -18978888.000000 Penalty: 3919.952881
	Iteration 19Q: 3 clusters Score -1.897889e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 170495 members 
Entering Unmasked Estep 
Score: -18979044.000000 Penalty: 3919.952881
	Iteration 20F: 3 clusters Score -1.897904e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 170652 members 
Entering Unmasked Estep 
Score: -18979138.000000 Penalty: 3919.952881
	Iteration 21Q: 3 clusters Score -1.897914e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 170785 members 
Entering Unmasked Estep 
Score: -18979252.000000 Penalty: 3919.952881
	Iteration 22Q: 3 clusters Score -1.897925e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 170890 members 
Entering Unmasked Estep 
Score: -18979348.000000 Penalty: 3919.952881
	Iteration 23Q: 3 clusters Score -1.897935e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 170992 members 
Entering Unmasked Estep 
Score: -18979386.000000 Penalty: 3919.952881
	Iteration 24Q: 3 clusters Score -1.897939e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 171094 members 
Entering Unmasked Estep 
Score: -18979488.000000 Penalty: 3919.952881
	Iteration 25Q: 3 clusters Score -1.897949e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 171174 members 
Entering Unmasked Estep 
Score: -18979572.000000 Penalty: 3919.952881
	Iteration 26Q: 3 clusters Score -1.897957e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 171238 members 
Entering Unmasked Estep 
Score: -18979654.000000 Penalty: 3919.952881
	Iteration 27Q: 3 clusters Score -1.897965e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 171300 members 
Entering Unmasked Estep 
Score: -18979696.000000 Penalty: 3919.952881
	Iteration 28Q: 3 clusters Score -1.89797e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 171353 members 
Entering Unmasked Estep 
Score: -18979754.000000 Penalty: 3919.952881
	Iteration 29Q: 3 clusters Score -1.897975e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 171394 members 
Entering Unmasked Estep 
Score: -18979770.000000 Penalty: 3919.952881
	Iteration 30Q: 3 clusters Score -1.897977e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 171421 members 
Entering Unmasked Estep 
Score: -18979798.000000 Penalty: 3919.952881
	Iteration 31Q: 3 clusters Score -1.89798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 171438 members 
Entering Unmasked Estep 
Score: -18979820.000000 Penalty: 3919.952881
	Iteration 32Q: 3 clusters Score -1.897982e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -18979822.000000 Penalty: 3919.952881
	Iteration 33Q: 3 clusters Score -1.897982e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 171467 members 
Entering Unmasked Estep 
Score: -18979852.000000 Penalty: 3919.952881
	Iteration 34Q: 3 clusters Score -1.897985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 171483 members 
Entering Unmasked Estep 
Score: -18979874.000000 Penalty: 3919.952881
	Iteration 35Q: 3 clusters Score -1.897987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 171494 members 
Entering Unmasked Estep 
Score: -18979882.000000 Penalty: 3919.952881
	Iteration 36Q: 3 clusters Score -1.897988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 171499 members 
Entering Unmasked Estep 
Score: -18979874.000000 Penalty: 3919.952881
	Iteration 37Q: 3 clusters Score -1.897987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 171509 members 
Entering Unmasked Estep 
Score: -18979896.000000 Penalty: 3919.952881
	Iteration 38Q: 3 clusters Score -1.89799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 171518 members 
Entering Unmasked Estep 
Score: -18979886.000000 Penalty: 3919.952881
	Iteration 39Q: 3 clusters Score -1.897989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 171526 members 
Entering Unmasked Estep 
Score: -18979928.000000 Penalty: 3919.952881
	Iteration 40F: 3 clusters Score -1.897993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 171531 members 
Entering Unmasked Estep 
Score: -18979924.000000 Penalty: 3919.952881
	Iteration 41Q: 3 clusters Score -1.897992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -18979924.000000 Penalty: 3919.952881
	Iteration 42Q: 3 clusters Score -1.897992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 171541 members 
Entering Unmasked Estep 
Score: -18979940.000000 Penalty: 3919.952881
	Iteration 43Q: 3 clusters Score -1.897994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 171549 members 
Entering Unmasked Estep 
Score: -18979944.000000 Penalty: 3919.952881
	Iteration 44Q: 3 clusters Score -1.897994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 171555 members 
Entering Unmasked Estep 
Score: -18979952.000000 Penalty: 3919.952881
	Iteration 45Q: 3 clusters Score -1.897995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 171561 members 
Entering Unmasked Estep 
Score: -18979950.000000 Penalty: 3919.952881
	Iteration 46Q: 3 clusters Score -1.897995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 171573 members 
Entering Unmasked Estep 
Score: -18979968.000000 Penalty: 3919.952881
	Iteration 47Q: 3 clusters Score -1.897997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 171579 members 
Entering Unmasked Estep 
Score: -18979970.000000 Penalty: 3919.952881
	Iteration 48Q: 3 clusters Score -1.897997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 171583 members 
Entering Unmasked Estep 
Score: -18979990.000000 Penalty: 3919.952881
	Iteration 49Q: 3 clusters Score -1.897999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 171584 members 
Entering Unmasked Estep 
Score: -18979974.000000 Penalty: 3919.952881
	Iteration 50Q: 3 clusters Score -1.897997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -18979970.000000 Penalty: 3919.952881
	Iteration 51Q: 3 clusters Score -1.897997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 171591 members 
Entering Unmasked Estep 
Score: -18979968.000000 Penalty: 3919.952881
	Iteration 52Q: 3 clusters Score -1.897997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 171590 members 
Entering Unmasked Estep 
Score: -18979970.000000 Penalty: 3919.952881
	Iteration 53Q: 3 clusters Score -1.897997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 171589 members 
Entering Unmasked Estep 
Score: -18979968.000000 Penalty: 3919.952881
	Iteration 54Q: 3 clusters Score -1.897997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -18979966.000000 Penalty: 3919.952881
	Iteration 55Q: 3 clusters Score -1.897997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 171584 members 
Entering Unmasked Estep 
Score: -18979962.000000 Penalty: 3919.952881
	Iteration 56Q: 3 clusters Score -1.897996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 171585 members 
Entering Unmasked Estep 
Score: -18979972.000000 Penalty: 3919.952881
	Iteration 57Q: 3 clusters Score -1.897997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 171583 members 
Entering Unmasked Estep 
Score: -18979984.000000 Penalty: 3919.952881
	Iteration 58Q: 3 clusters Score -1.897998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 171584 members 
Entering Unmasked Estep 
Score: -18979976.000000 Penalty: 3919.952881
	Iteration 59Q: 3 clusters Score -1.897998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -18979984.000000 Penalty: 3919.952881
	Iteration 60F: 3 clusters Score -1.897998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 171585 members 
Entering Unmasked Estep 
Score: -18979982.000000 Penalty: 3919.952881
	Iteration 61Q: 3 clusters Score -1.897998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 171587 members 
Entering Unmasked Estep 
Score: -18979990.000000 Penalty: 3919.952881
	Iteration 62Q: 3 clusters Score -1.897999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 171588 members 
Entering Unmasked Estep 
Score: -18979980.000000 Penalty: 3919.952881
	Iteration 63Q: 3 clusters Score -1.897998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 171588 members 
Entering Unmasked Estep 
Score: -18979980.000000 Penalty: 3919.952881
	Iteration 64F: 3 clusters Score -1.897998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Entering Unmasked Estep 
Score: -1474961.000000 Penalty: 1539.813721
	Iteration 0F: 2 clusters Score -1474961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1465794.375000 Penalty: 3079.627441
	Iteration 0F: 3 clusters Score -1465794 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1468990.875000 Penalty: 3079.627441
	Iteration 1F: 3 clusters Score -1468991 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1469362.125000 Penalty: 3079.627441
	Iteration 2F: 3 clusters Score -1469362 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1469788.625000 Penalty: 3079.627441
	Iteration 3F: 3 clusters Score -1469789 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1470200.750000 Penalty: 3079.627441
	Iteration 4Q: 3 clusters Score -1470201 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1470511.375000 Penalty: 3079.627441
	Iteration 5Q: 3 clusters Score -1470511 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1470766.000000 Penalty: 3079.627441
	Iteration 6Q: 3 clusters Score -1470766 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1470959.125000 Penalty: 3079.627441
	Iteration 7Q: 3 clusters Score -1470959 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1471114.875000 Penalty: 3079.627441
	Iteration 8Q: 3 clusters Score -1471115 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1471253.250000 Penalty: 3079.627441
	Iteration 9Q: 3 clusters Score -1471253 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1471374.500000 Penalty: 3079.627441
	Iteration 10Q: 3 clusters Score -1471374 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1471486.750000 Penalty: 3079.627441
	Iteration 11Q: 3 clusters Score -1471487 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1471600.375000 Penalty: 3079.627441
	Iteration 12Q: 3 clusters Score -1471600 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1471708.125000 Penalty: 3079.627441
	Iteration 13Q: 3 clusters Score -1471708 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1471825.750000 Penalty: 3079.627441
	Iteration 14Q: 3 clusters Score -1471826 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1471959.875000 Penalty: 3079.627441
	Iteration 15Q: 3 clusters Score -1471960 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1472097.625000 Penalty: 3079.627441
	Iteration 16Q: 3 clusters Score -1472098 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1472226.375000 Penalty: 3079.627441
	Iteration 17Q: 3 clusters Score -1472226 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1472343.625000 Penalty: 3079.627441
	Iteration 18Q: 3 clusters Score -1472344 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1472457.000000 Penalty: 3079.627441
	Iteration 19Q: 3 clusters Score -1472457 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1472584.875000 Penalty: 3079.627441
	Iteration 20F: 3 clusters Score -1472585 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1472708.500000 Penalty: 3079.627441
	Iteration 21Q: 3 clusters Score -1472708 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1472803.750000 Penalty: 3079.627441
	Iteration 22Q: 3 clusters Score -1472804 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1472896.750000 Penalty: 3079.627441
	Iteration 23Q: 3 clusters Score -1472897 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1472956.375000 Penalty: 3079.627441
	Iteration 24Q: 3 clusters Score -1472956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1472999.750000 Penalty: 3079.627441
	Iteration 25Q: 3 clusters Score -1473000 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1473033.125000 Penalty: 3079.627441
	Iteration 26Q: 3 clusters Score -1473033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1473058.750000 Penalty: 3079.627441
	Iteration 27Q: 3 clusters Score -1473059 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1473087.375000 Penalty: 3079.627441
	Iteration 28Q: 3 clusters Score -1473087 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1473110.500000 Penalty: 3079.627441
	Iteration 29Q: 3 clusters Score -1473110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1473137.000000 Penalty: 3079.627441
	Iteration 30Q: 3 clusters Score -1473137 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1473151.250000 Penalty: 3079.627441
	Iteration 31Q: 3 clusters Score -1473151 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1473171.250000 Penalty: 3079.627441
	Iteration 32Q: 3 clusters Score -1473171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1473180.625000 Penalty: 3079.627441
	Iteration 33Q: 3 clusters Score -1473181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1473191.625000 Penalty: 3079.627441
	Iteration 34Q: 3 clusters Score -1473192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1473197.250000 Penalty: 3079.627441
	Iteration 35Q: 3 clusters Score -1473197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1473208.500000 Penalty: 3079.627441
	Iteration 36Q: 3 clusters Score -1473208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1473214.250000 Penalty: 3079.627441
	Iteration 37Q: 3 clusters Score -1473214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1473219.250000 Penalty: 3079.627441
	Iteration 38Q: 3 clusters Score -1473219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1473223.125000 Penalty: 3079.627441
	Iteration 39Q: 3 clusters Score -1473223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1473227.875000 Penalty: 3079.627441
	Iteration 40F: 3 clusters Score -1473228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1473234.250000 Penalty: 3079.627441
	Iteration 41Q: 3 clusters Score -1473234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1473240.125000 Penalty: 3079.627441
	Iteration 42Q: 3 clusters Score -1473240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1473247.125000 Penalty: 3079.627441
	Iteration 43Q: 3 clusters Score -1473247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1473256.000000 Penalty: 3079.627441
	Iteration 44Q: 3 clusters Score -1473256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1473260.750000 Penalty: 3079.627441
	Iteration 45Q: 3 clusters Score -1473261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1473265.875000 Penalty: 3079.627441
	Iteration 46Q: 3 clusters Score -1473266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1473271.375000 Penalty: 3079.627441
	Iteration 47Q: 3 clusters Score -1473271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1473276.875000 Penalty: 3079.627441
	Iteration 48Q: 3 clusters Score -1473277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1473287.125000 Penalty: 3079.627441
	Iteration 49Q: 3 clusters Score -1473287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1473290.750000 Penalty: 3079.627441
	Iteration 50Q: 3 clusters Score -1473291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1473294.250000 Penalty: 3079.627441
	Iteration 51Q: 3 clusters Score -1473294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1473300.625000 Penalty: 3079.627441
	Iteration 52Q: 3 clusters Score -1473301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1473303.125000 Penalty: 3079.627441
	Iteration 53Q: 3 clusters Score -1473303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1473304.750000 Penalty: 3079.627441
	Iteration 54Q: 3 clusters Score -1473305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1473309.875000 Penalty: 3079.627441
	Iteration 55Q: 3 clusters Score -1473310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1473316.125000 Penalty: 3079.627441
	Iteration 56Q: 3 clusters Score -1473316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1473314.375000 Penalty: 3079.627441
	Iteration 57Q: 3 clusters Score -1473314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1473324.250000 Penalty: 3079.627441
	Iteration 58Q: 3 clusters Score -1473324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1473332.000000 Penalty: 3079.627441
	Iteration 59Q: 3 clusters Score -1473332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1473336.750000 Penalty: 3079.627441
	Iteration 60F: 3 clusters Score -1473337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1473343.250000 Penalty: 3079.627441
	Iteration 61Q: 3 clusters Score -1473343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1473348.500000 Penalty: 3079.627441
	Iteration 62Q: 3 clusters Score -1473348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1473351.500000 Penalty: 3079.627441
	Iteration 63Q: 3 clusters Score -1473352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1473358.750000 Penalty: 3079.627441
	Iteration 64Q: 3 clusters Score -1473359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1473360.375000 Penalty: 3079.627441
	Iteration 65Q: 3 clusters Score -1473360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1473373.000000 Penalty: 3079.627441
	Iteration 66Q: 3 clusters Score -1473373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1473375.750000 Penalty: 3079.627441
	Iteration 67Q: 3 clusters Score -1473376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1473382.375000 Penalty: 3079.627441
	Iteration 68Q: 3 clusters Score -1473382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1473385.750000 Penalty: 3079.627441
	Iteration 69Q: 3 clusters Score -1473386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1473392.625000 Penalty: 3079.627441
	Iteration 70Q: 3 clusters Score -1473393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1473401.000000 Penalty: 3079.627441
	Iteration 71Q: 3 clusters Score -1473401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1473409.250000 Penalty: 3079.627441
	Iteration 72Q: 3 clusters Score -1473409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1473412.500000 Penalty: 3079.627441
	Iteration 73Q: 3 clusters Score -1473412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1473425.875000 Penalty: 3079.627441
	Iteration 74Q: 3 clusters Score -1473426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1473431.750000 Penalty: 3079.627441
	Iteration 75Q: 3 clusters Score -1473432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1473443.250000 Penalty: 3079.627441
	Iteration 76Q: 3 clusters Score -1473443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1473447.750000 Penalty: 3079.627441
	Iteration 77Q: 3 clusters Score -1473448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1473449.500000 Penalty: 3079.627441
	Iteration 78Q: 3 clusters Score -1473450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1473453.625000 Penalty: 3079.627441
	Iteration 79Q: 3 clusters Score -1473454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1473453.125000 Penalty: 3079.627441
	Iteration 80F: 3 clusters Score -1473453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1473456.250000 Penalty: 3079.627441
	Iteration 81Q: 3 clusters Score -1473456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1473458.250000 Penalty: 3079.627441
	Iteration 82Q: 3 clusters Score -1473458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1473470.750000 Penalty: 3079.627441
	Iteration 83Q: 3 clusters Score -1473471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1473475.750000 Penalty: 3079.627441
	Iteration 84Q: 3 clusters Score -1473476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1473483.625000 Penalty: 3079.627441
	Iteration 85Q: 3 clusters Score -1473484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1473488.250000 Penalty: 3079.627441
	Iteration 86Q: 3 clusters Score -1473488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1473497.000000 Penalty: 3079.627441
	Iteration 87Q: 3 clusters Score -1473497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1473505.625000 Penalty: 3079.627441
	Iteration 88Q: 3 clusters Score -1473506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1473510.125000 Penalty: 3079.627441
	Iteration 89Q: 3 clusters Score -1473510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1473517.500000 Penalty: 3079.627441
	Iteration 90Q: 3 clusters Score -1473518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1473517.875000 Penalty: 3079.627441
	Iteration 91Q: 3 clusters Score -1473518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1473521.375000 Penalty: 3079.627441
	Iteration 92Q: 3 clusters Score -1473521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1473521.000000 Penalty: 3079.627441
	Iteration 93Q: 3 clusters Score -1473521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1473525.625000 Penalty: 3079.627441
	Iteration 94Q: 3 clusters Score -1473526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1473530.000000 Penalty: 3079.627441
	Iteration 95Q: 3 clusters Score -1473530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1473537.500000 Penalty: 3079.627441
	Iteration 96Q: 3 clusters Score -1473538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1473542.625000 Penalty: 3079.627441
	Iteration 97Q: 3 clusters Score -1473543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1473545.500000 Penalty: 3079.627441
	Iteration 98Q: 3 clusters Score -1473546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1473546.750000 Penalty: 3079.627441
	Iteration 99Q: 3 clusters Score -1473547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1473546.750000 Penalty: 3079.627441
	Iteration 100F: 3 clusters Score -1473547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1473545.250000 Penalty: 3079.627441
	Iteration 101Q: 3 clusters Score -1473545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1473546.750000 Penalty: 3079.627441
	Iteration 102Q: 3 clusters Score -1473547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1473549.000000 Penalty: 3079.627441
	Iteration 103Q: 3 clusters Score -1473549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1473549.250000 Penalty: 3079.627441
	Iteration 104Q: 3 clusters Score -1473549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1473549.000000 Penalty: 3079.627441
	Iteration 105Q: 3 clusters Score -1473549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1473549.500000 Penalty: 3079.627441
	Iteration 106Q: 3 clusters Score -1473550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1473548.750000 Penalty: 3079.627441
	Iteration 107Q: 3 clusters Score -1473549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1473549.500000 Penalty: 3079.627441
	Iteration 108Q: 3 clusters Score -1473550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1473548.250000 Penalty: 3079.627441
	Iteration 109Q: 3 clusters Score -1473548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1473552.000000 Penalty: 3079.627441
	Iteration 110Q: 3 clusters Score -1473552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1473551.250000 Penalty: 3079.627441
	Iteration 111Q: 3 clusters Score -1473551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1473551.000000 Penalty: 3079.627441
	Iteration 112Q: 3 clusters Score -1473551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1473548.750000 Penalty: 3079.627441
	Iteration 113Q: 3 clusters Score -1473549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1473549.125000 Penalty: 3079.627441
	Iteration 114Q: 3 clusters Score -1473549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1473550.375000 Penalty: 3079.627441
	Iteration 115Q: 3 clusters Score -1473550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1473550.125000 Penalty: 3079.627441
	Iteration 116Q: 3 clusters Score -1473550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1473554.750000 Penalty: 3079.627441
	Iteration 117Q: 3 clusters Score -1473555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1473554.000000 Penalty: 3079.627441
	Iteration 118Q: 3 clusters Score -1473554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1473554.000000 Penalty: 3079.627441
	Iteration 119F: 3 clusters Score -1473554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Entering Unmasked Estep 
Score: -405803.437500 Penalty: 1332.635986
	Iteration 0F: 2 clusters Score -405803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -402666.500000 Penalty: 2665.271973
	Iteration 0F: 3 clusters Score -402666.5 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -403428.406250 Penalty: 2665.271973
	Iteration 1F: 3 clusters Score -403428.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -403582.031250 Penalty: 2665.271973
	Iteration 2F: 3 clusters Score -403582 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -403668.187500 Penalty: 2665.271973
	Iteration 3Q: 3 clusters Score -403668.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -403732.468750 Penalty: 2665.271973
	Iteration 4Q: 3 clusters Score -403732.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -403784.500000 Penalty: 2665.271973
	Iteration 5Q: 3 clusters Score -403784.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -403839.187500 Penalty: 2665.271973
	Iteration 6Q: 3 clusters Score -403839.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -403901.687500 Penalty: 2665.271973
	Iteration 7Q: 3 clusters Score -403901.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -403965.406250 Penalty: 2665.271973
	Iteration 8Q: 3 clusters Score -403965.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -404015.687500 Penalty: 2665.271973
	Iteration 9Q: 3 clusters Score -404015.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -404071.250000 Penalty: 2665.271973
	Iteration 10Q: 3 clusters Score -404071.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -404125.375000 Penalty: 2665.271973
	Iteration 11Q: 3 clusters Score -404125.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -404168.656250 Penalty: 2665.271973
	Iteration 12Q: 3 clusters Score -404168.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -404211.156250 Penalty: 2665.271973
	Iteration 13Q: 3 clusters Score -404211.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -404248.343750 Penalty: 2665.271973
	Iteration 14Q: 3 clusters Score -404248.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -404303.656250 Penalty: 2665.271973
	Iteration 15Q: 3 clusters Score -404303.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -404346.218750 Penalty: 2665.271973
	Iteration 16Q: 3 clusters Score -404346.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -404379.406250 Penalty: 2665.271973
	Iteration 17Q: 3 clusters Score -404379.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -404409.750000 Penalty: 2665.271973
	Iteration 18Q: 3 clusters Score -404409.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -404437.500000 Penalty: 2665.271973
	Iteration 19Q: 3 clusters Score -404437.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -404461.312500 Penalty: 2665.271973
	Iteration 20F: 3 clusters Score -404461.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -404477.531250 Penalty: 2665.271973
	Iteration 21Q: 3 clusters Score -404477.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -404486.062500 Penalty: 2665.271973
	Iteration 22Q: 3 clusters Score -404486.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -404491.031250 Penalty: 2665.271973
	Iteration 23Q: 3 clusters Score -404491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -404492.531250 Penalty: 2665.271973
	Iteration 24Q: 3 clusters Score -404492.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -404495.687500 Penalty: 2665.271973
	Iteration 25Q: 3 clusters Score -404495.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -404497.468750 Penalty: 2665.271973
	Iteration 26Q: 3 clusters Score -404497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -404500.812500 Penalty: 2665.271973
	Iteration 27Q: 3 clusters Score -404500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -404503.687500 Penalty: 2665.271973
	Iteration 28Q: 3 clusters Score -404503.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -404506.125000 Penalty: 2665.271973
	Iteration 29Q: 3 clusters Score -404506.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -404508.656250 Penalty: 2665.271973
	Iteration 30Q: 3 clusters Score -404508.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -404512.281250 Penalty: 2665.271973
	Iteration 31Q: 3 clusters Score -404512.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -404513.750000 Penalty: 2665.271973
	Iteration 32Q: 3 clusters Score -404513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -404517.437500 Penalty: 2665.271973
	Iteration 33Q: 3 clusters Score -404517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -404518.968750 Penalty: 2665.271973
	Iteration 34Q: 3 clusters Score -404519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -404520.781250 Penalty: 2665.271973
	Iteration 35Q: 3 clusters Score -404520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -404522.687500 Penalty: 2665.271973
	Iteration 36Q: 3 clusters Score -404522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -404523.375000 Penalty: 2665.271973
	Iteration 37Q: 3 clusters Score -404523.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -404524.093750 Penalty: 2665.271973
	Iteration 38Q: 3 clusters Score -404524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -404524.656250 Penalty: 2665.271973
	Iteration 39Q: 3 clusters Score -404524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -404524.656250 Penalty: 2665.271973
	Iteration 40F: 3 clusters Score -404524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Entering Unmasked Estep 
Score: -380360.781250 Penalty: 1322.184204
	Iteration 0F: 2 clusters Score -380360.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -377334.718750 Penalty: 2644.368408
	Iteration 0F: 3 clusters Score -377334.7 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -378152.968750 Penalty: 2644.368408
	Iteration 1F: 3 clusters Score -378153 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -378379.468750 Penalty: 2644.368408
	Iteration 2F: 3 clusters Score -378379.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -378551.812500 Penalty: 2644.368408
	Iteration 3F: 3 clusters Score -378551.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -378730.375000 Penalty: 2644.368408
	Iteration 4F: 3 clusters Score -378730.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -378864.750000 Penalty: 2644.368408
	Iteration 5F: 3 clusters Score -378864.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -378978.343750 Penalty: 2644.368408
	Iteration 6Q: 3 clusters Score -378978.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -379058.625000 Penalty: 2644.368408
	Iteration 7Q: 3 clusters Score -379058.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -379119.187500 Penalty: 2644.368408
	Iteration 8Q: 3 clusters Score -379119.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -379162.718750 Penalty: 2644.368408
	Iteration 9Q: 3 clusters Score -379162.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -379202.468750 Penalty: 2644.368408
	Iteration 10Q: 3 clusters Score -379202.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -379228.875000 Penalty: 2644.368408
	Iteration 11Q: 3 clusters Score -379228.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -379252.562500 Penalty: 2644.368408
	Iteration 12Q: 3 clusters Score -379252.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -379271.906250 Penalty: 2644.368408
	Iteration 13Q: 3 clusters Score -379271.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -379285.687500 Penalty: 2644.368408
	Iteration 14Q: 3 clusters Score -379285.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -379303.093750 Penalty: 2644.368408
	Iteration 15Q: 3 clusters Score -379303.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -379318.875000 Penalty: 2644.368408
	Iteration 16Q: 3 clusters Score -379318.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -379331.312500 Penalty: 2644.368408
	Iteration 17Q: 3 clusters Score -379331.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -379340.312500 Penalty: 2644.368408
	Iteration 18Q: 3 clusters Score -379340.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -379356.375000 Penalty: 2644.368408
	Iteration 19Q: 3 clusters Score -379356.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -379373.062500 Penalty: 2644.368408
	Iteration 20F: 3 clusters Score -379373.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -379385.718750 Penalty: 2644.368408
	Iteration 21Q: 3 clusters Score -379385.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -379398.406250 Penalty: 2644.368408
	Iteration 22Q: 3 clusters Score -379398.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -379408.718750 Penalty: 2644.368408
	Iteration 23Q: 3 clusters Score -379408.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -379418.875000 Penalty: 2644.368408
	Iteration 24Q: 3 clusters Score -379418.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -379429.437500 Penalty: 2644.368408
	Iteration 25Q: 3 clusters Score -379429.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -379439.375000 Penalty: 2644.368408
	Iteration 26Q: 3 clusters Score -379439.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -379449.875000 Penalty: 2644.368408
	Iteration 27Q: 3 clusters Score -379449.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -379464.468750 Penalty: 2644.368408
	Iteration 28Q: 3 clusters Score -379464.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -379475.031250 Penalty: 2644.368408
	Iteration 29Q: 3 clusters Score -379475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -379481.125000 Penalty: 2644.368408
	Iteration 30Q: 3 clusters Score -379481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -379483.468750 Penalty: 2644.368408
	Iteration 31Q: 3 clusters Score -379483.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -379485.562500 Penalty: 2644.368408
	Iteration 32Q: 3 clusters Score -379485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -379487.000000 Penalty: 2644.368408
	Iteration 33Q: 3 clusters Score -379487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -379487.656250 Penalty: 2644.368408
	Iteration 34Q: 3 clusters Score -379487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -379488.687500 Penalty: 2644.368408
	Iteration 35Q: 3 clusters Score -379488.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -379490.312500 Penalty: 2644.368408
	Iteration 36Q: 3 clusters Score -379490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -379492.312500 Penalty: 2644.368408
	Iteration 37Q: 3 clusters Score -379492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -379493.843750 Penalty: 2644.368408
	Iteration 38Q: 3 clusters Score -379493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -379494.593750 Penalty: 2644.368408
	Iteration 39Q: 3 clusters Score -379494.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -379496.375000 Penalty: 2644.368408
	Iteration 40F: 3 clusters Score -379496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -379498.156250 Penalty: 2644.368408
	Iteration 41Q: 3 clusters Score -379498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -379497.500000 Penalty: 2644.368408
	Iteration 42Q: 3 clusters Score -379497.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -379498.531250 Penalty: 2644.368408
	Iteration 43Q: 3 clusters Score -379498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -379499.718750 Penalty: 2644.368408
	Iteration 44Q: 3 clusters Score -379499.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -379501.312500 Penalty: 2644.368408
	Iteration 45Q: 3 clusters Score -379501.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -379502.968750 Penalty: 2644.368408
	Iteration 46Q: 3 clusters Score -379503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -379503.406250 Penalty: 2644.368408
	Iteration 47Q: 3 clusters Score -379503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -379504.062500 Penalty: 2644.368408
	Iteration 48Q: 3 clusters Score -379504.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -379504.062500 Penalty: 2644.368408
	Iteration 49F: 3 clusters Score -379504.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Entering Unmasked Estep 
Score: -4464714.500000 Penalty: 1721.179443
	Iteration 0F: 2 clusters Score -4464714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -4437878.500000 Penalty: 3442.358887
	Iteration 0F: 3 clusters Score -4437878 nChanged 18493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -4448476.500000 Penalty: 3442.358887
	Iteration 1F: 3 clusters Score -4448476 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4448987.000000 Penalty: 3442.358887
	Iteration 2Q: 3 clusters Score -4448987 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -4449481.000000 Penalty: 3442.358887
	Iteration 3Q: 3 clusters Score -4449481 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4449974.500000 Penalty: 3442.358887
	Iteration 4Q: 3 clusters Score -4449974 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4450534.500000 Penalty: 3442.358887
	Iteration 5Q: 3 clusters Score -4450534 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4451184.500000 Penalty: 3442.358887
	Iteration 6Q: 3 clusters Score -4451184 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4452004.000000 Penalty: 3442.358887
	Iteration 7Q: 3 clusters Score -4452004 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4452915.000000 Penalty: 3442.358887
	Iteration 8Q: 3 clusters Score -4452915 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4454124.500000 Penalty: 3442.358887
	Iteration 9Q: 3 clusters Score -4454124 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4455569.500000 Penalty: 3442.358887
	Iteration 10F: 3 clusters Score -4455570 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4456875.000000 Penalty: 3442.358887
	Iteration 11F: 3 clusters Score -4456875 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4457667.000000 Penalty: 3442.358887
	Iteration 12Q: 3 clusters Score -4457667 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -4458114.500000 Penalty: 3442.358887
	Iteration 13Q: 3 clusters Score -4458114 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4458465.000000 Penalty: 3442.358887
	Iteration 14Q: 3 clusters Score -4458465 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4458839.500000 Penalty: 3442.358887
	Iteration 15Q: 3 clusters Score -4458840 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4459271.000000 Penalty: 3442.358887
	Iteration 16Q: 3 clusters Score -4459271 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4459782.500000 Penalty: 3442.358887
	Iteration 17Q: 3 clusters Score -4459782 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -4460439.000000 Penalty: 3442.358887
	Iteration 18Q: 3 clusters Score -4460439 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4461153.500000 Penalty: 3442.358887
	Iteration 19Q: 3 clusters Score -4461154 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4461902.000000 Penalty: 3442.358887
	Iteration 20F: 3 clusters Score -4461902 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4462540.000000 Penalty: 3442.358887
	Iteration 21Q: 3 clusters Score -4462540 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4462975.000000 Penalty: 3442.358887
	Iteration 22Q: 3 clusters Score -4462975 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4463238.500000 Penalty: 3442.358887
	Iteration 23Q: 3 clusters Score -4463238 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -4463390.500000 Penalty: 3442.358887
	Iteration 24Q: 3 clusters Score -4463390 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -4463454.500000 Penalty: 3442.358887
	Iteration 25Q: 3 clusters Score -4463454 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -4463496.500000 Penalty: 3442.358887
	Iteration 26Q: 3 clusters Score -4463496 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4463515.000000 Penalty: 3442.358887
	Iteration 27Q: 3 clusters Score -4463515 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4463526.500000 Penalty: 3442.358887
	Iteration 28Q: 3 clusters Score -4463526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4463546.000000 Penalty: 3442.358887
	Iteration 29Q: 3 clusters Score -4463546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4463549.500000 Penalty: 3442.358887
	Iteration 30Q: 3 clusters Score -4463550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4463554.000000 Penalty: 3442.358887
	Iteration 31Q: 3 clusters Score -4463554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4463550.500000 Penalty: 3442.358887
	Iteration 32Q: 3 clusters Score -4463550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -4463548.000000 Penalty: 3442.358887
	Iteration 33Q: 3 clusters Score -4463548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4463550.000000 Penalty: 3442.358887
	Iteration 34Q: 3 clusters Score -4463550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4463546.500000 Penalty: 3442.358887
	Iteration 35Q: 3 clusters Score -4463546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4463548.000000 Penalty: 3442.358887
	Iteration 36Q: 3 clusters Score -4463548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4463544.000000 Penalty: 3442.358887
	Iteration 37Q: 3 clusters Score -4463544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4463545.000000 Penalty: 3442.358887
	Iteration 38Q: 3 clusters Score -4463545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4463543.000000 Penalty: 3442.358887
	Iteration 39Q: 3 clusters Score -4463543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4463543.000000 Penalty: 3442.358887
	Iteration 40F: 3 clusters Score -4463543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Entering Unmasked Estep 
Score: -2139150.000000 Penalty: 1605.843018
	Iteration 0F: 2 clusters Score -2139150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2125732.750000 Penalty: 3211.686035
	Iteration 0F: 3 clusters Score -2125733 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2130559.250000 Penalty: 3211.686035
	Iteration 1F: 3 clusters Score -2130559 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2130855.000000 Penalty: 3211.686035
	Iteration 2Q: 3 clusters Score -2130855 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2131103.250000 Penalty: 3211.686035
	Iteration 3Q: 3 clusters Score -2131103 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2131338.000000 Penalty: 3211.686035
	Iteration 4Q: 3 clusters Score -2131338 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2131565.000000 Penalty: 3211.686035
	Iteration 5Q: 3 clusters Score -2131565 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2131777.500000 Penalty: 3211.686035
	Iteration 6Q: 3 clusters Score -2131778 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2132026.250000 Penalty: 3211.686035
	Iteration 7Q: 3 clusters Score -2132026 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2132356.250000 Penalty: 3211.686035
	Iteration 8Q: 3 clusters Score -2132356 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2132741.500000 Penalty: 3211.686035
	Iteration 9Q: 3 clusters Score -2132742 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2133258.250000 Penalty: 3211.686035
	Iteration 10Q: 3 clusters Score -2133258 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2133914.500000 Penalty: 3211.686035
	Iteration 11F: 3 clusters Score -2133914 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2134699.250000 Penalty: 3211.686035
	Iteration 12F: 3 clusters Score -2134699 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2135530.750000 Penalty: 3211.686035
	Iteration 13F: 3 clusters Score -2135531 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2136231.000000 Penalty: 3211.686035
	Iteration 14Q: 3 clusters Score -2136231 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2136759.500000 Penalty: 3211.686035
	Iteration 15Q: 3 clusters Score -2136760 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2137137.750000 Penalty: 3211.686035
	Iteration 16Q: 3 clusters Score -2137138 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2137400.500000 Penalty: 3211.686035
	Iteration 17Q: 3 clusters Score -2137400 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2137526.750000 Penalty: 3211.686035
	Iteration 18Q: 3 clusters Score -2137527 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2137593.500000 Penalty: 3211.686035
	Iteration 19Q: 3 clusters Score -2137594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2137645.250000 Penalty: 3211.686035
	Iteration 20F: 3 clusters Score -2137645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2137684.750000 Penalty: 3211.686035
	Iteration 21Q: 3 clusters Score -2137685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2137708.250000 Penalty: 3211.686035
	Iteration 22Q: 3 clusters Score -2137708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2137734.250000 Penalty: 3211.686035
	Iteration 23Q: 3 clusters Score -2137734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2137755.750000 Penalty: 3211.686035
	Iteration 24Q: 3 clusters Score -2137756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2137767.250000 Penalty: 3211.686035
	Iteration 25Q: 3 clusters Score -2137767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2137777.500000 Penalty: 3211.686035
	Iteration 26Q: 3 clusters Score -2137778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2137784.500000 Penalty: 3211.686035
	Iteration 27Q: 3 clusters Score -2137784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2137795.250000 Penalty: 3211.686035
	Iteration 28Q: 3 clusters Score -2137795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2137799.750000 Penalty: 3211.686035
	Iteration 29Q: 3 clusters Score -2137800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2137802.250000 Penalty: 3211.686035
	Iteration 30Q: 3 clusters Score -2137802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2137805.000000 Penalty: 3211.686035
	Iteration 31Q: 3 clusters Score -2137805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2137813.000000 Penalty: 3211.686035
	Iteration 32Q: 3 clusters Score -2137813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2137814.250000 Penalty: 3211.686035
	Iteration 33Q: 3 clusters Score -2137814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2137818.250000 Penalty: 3211.686035
	Iteration 34Q: 3 clusters Score -2137818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2137823.500000 Penalty: 3211.686035
	Iteration 35Q: 3 clusters Score -2137824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2137830.500000 Penalty: 3211.686035
	Iteration 36Q: 3 clusters Score -2137830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2137830.750000 Penalty: 3211.686035
	Iteration 37Q: 3 clusters Score -2137831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2137835.750000 Penalty: 3211.686035
	Iteration 38Q: 3 clusters Score -2137836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2137834.750000 Penalty: 3211.686035
	Iteration 39Q: 3 clusters Score -2137835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2137834.750000 Penalty: 3211.686035
	Iteration 40F: 3 clusters Score -2137835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Entering Unmasked Estep 
Score: -757341.000000 Penalty: 1441.847534
	Iteration 0F: 2 clusters Score -757341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -751972.375000 Penalty: 2883.695068
	Iteration 0F: 3 clusters Score -751972.4 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -753591.000000 Penalty: 2883.695068
	Iteration 1F: 3 clusters Score -753591 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -753901.687500 Penalty: 2883.695068
	Iteration 2F: 3 clusters Score -753901.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -754218.687500 Penalty: 2883.695068
	Iteration 3F: 3 clusters Score -754218.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -754574.812500 Penalty: 2883.695068
	Iteration 4F: 3 clusters Score -754574.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -755008.937500 Penalty: 2883.695068
	Iteration 5F: 3 clusters Score -755008.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -755440.125000 Penalty: 2883.695068
	Iteration 6F: 3 clusters Score -755440.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -755765.250000 Penalty: 2883.695068
	Iteration 7F: 3 clusters Score -755765.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -756015.687500 Penalty: 2883.695068
	Iteration 8Q: 3 clusters Score -756015.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -756199.062500 Penalty: 2883.695068
	Iteration 9Q: 3 clusters Score -756199.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -756329.062500 Penalty: 2883.695068
	Iteration 10Q: 3 clusters Score -756329.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -756411.000000 Penalty: 2883.695068
	Iteration 11Q: 3 clusters Score -756411 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -756470.750000 Penalty: 2883.695068
	Iteration 12Q: 3 clusters Score -756470.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -756522.500000 Penalty: 2883.695068
	Iteration 13Q: 3 clusters Score -756522.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -756554.562500 Penalty: 2883.695068
	Iteration 14Q: 3 clusters Score -756554.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -756583.125000 Penalty: 2883.695068
	Iteration 15Q: 3 clusters Score -756583.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -756614.937500 Penalty: 2883.695068
	Iteration 16Q: 3 clusters Score -756614.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -756660.312500 Penalty: 2883.695068
	Iteration 17Q: 3 clusters Score -756660.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -756698.312500 Penalty: 2883.695068
	Iteration 18Q: 3 clusters Score -756698.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -756718.000000 Penalty: 2883.695068
	Iteration 19Q: 3 clusters Score -756718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -756726.562500 Penalty: 2883.695068
	Iteration 20F: 3 clusters Score -756726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -756730.125000 Penalty: 2883.695068
	Iteration 21Q: 3 clusters Score -756730.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -756740.062500 Penalty: 2883.695068
	Iteration 22Q: 3 clusters Score -756740.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -756742.875000 Penalty: 2883.695068
	Iteration 23Q: 3 clusters Score -756742.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -756745.062500 Penalty: 2883.695068
	Iteration 24Q: 3 clusters Score -756745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -756748.187500 Penalty: 2883.695068
	Iteration 25Q: 3 clusters Score -756748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -756750.062500 Penalty: 2883.695068
	Iteration 26Q: 3 clusters Score -756750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -756750.250000 Penalty: 2883.695068
	Iteration 27Q: 3 clusters Score -756750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -756750.250000 Penalty: 2883.695068
	Iteration 28Q: 3 clusters Score -756750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -756750.187500 Penalty: 2883.695068
	Iteration 29Q: 3 clusters Score -756750.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -756750.187500 Penalty: 2883.695068
	Iteration 30F: 3 clusters Score -756750.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -65551.312500 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -65551.31 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 291 members 
Entering Unmasked Estep 
Score: -64410.273438 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -64410.27 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64688.472656 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -64688.47 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64835.390625 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -64835.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64960.773438 Penalty: 2091.227539
	Iteration 3F: 3 clusters Score -64960.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65044.011719 Penalty: 2091.227539
	Iteration 4F: 3 clusters Score -65044.01 nChanged 29
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: -65109.835938 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -65109.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -65164.515625 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -65164.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65195.714844 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -65195.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65211.707031 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -65211.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -65219.503906 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -65219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65220.363281 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -65220.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65223.675781 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -65223.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -65224.910156 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -65224.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -65227.445312 Penalty: 2091.227539
	Iteration 13Q: 3 clusters Score -65227.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65228.898438 Penalty: 2091.227539
	Iteration 14Q: 3 clusters Score -65228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65230.570312 Penalty: 2091.227539
	Iteration 15Q: 3 clusters Score -65230.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65230.570312 Penalty: 2091.227539
	Iteration 16F: 3 clusters Score -65230.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 37163 members 
Mstep: Class 3 contains 19077 members 
Mstep: Class 4 contains 5892 members 
Mstep: Class 5 contains 8532 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 9 contains 4288 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 14582 members 
Mstep: Class 13 contains 3506 members 
Mstep: Class 14 contains 473 members 
Mstep: Class 15 contains 173060 members 
Mstep: Class 16 contains 13040 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 39810 members 
Mstep: Class 20 contains 19577 members 
Mstep: Class 21 contains 7136 members 
Mstep: Class 22 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700760.000000 Penalty: 43896.656250
Iteration 79Q: 22 clusters Score -4.170076e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 37079 members 
Mstep: Class 3 contains 19012 members 
Mstep: Class 4 contains 5876 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 911 members 
Mstep: Class 7 contains 2462 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 16577 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 173380 members 
Mstep: Class 16 contains 13047 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 39916 members 
Mstep: Class 20 contains 19735 members 
Mstep: Class 21 contains 7098 members 
Mstep: Class 22 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700876.000000 Penalty: 43896.656250
Iteration 80F: 22 clusters Score -4.170088e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 36981 members 
Mstep: Class 3 contains 18963 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 6 contains 911 members 
Mstep: Class 7 contains 2440 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 16312 members 
Mstep: Class 11 contains 7104 members 
Mstep: Class 12 contains 14273 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 173712 members 
Mstep: Class 16 contains 13058 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 40009 members 
Mstep: Class 20 contains 19907 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700972.000000 Penalty: 43896.656250
Iteration 81Q: 22 clusters Score -4.170097e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 36877 members 
Mstep: Class 3 contains 18928 members 
Mstep: Class 4 contains 5812 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 911 members 
Mstep: Class 7 contains 2419 members 
Mstep: Class 9 contains 4327 members 
Mstep: Class 10 contains 16069 members 
Mstep: Class 11 contains 7158 members 
Mstep: Class 12 contains 14131 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 173994 members 
Mstep: Class 16 contains 13055 members 
Mstep: Class 17 contains 3585 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 40106 members 
Mstep: Class 20 contains 20071 members 
Mstep: Class 21 contains 7021 members 
Mstep: Class 22 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700996.000000 Penalty: 43896.656250
Iteration 82Q: 22 clusters Score -4.1701e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 36788 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5795 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 907 members 
Mstep: Class 7 contains 2395 members 
Mstep: Class 9 contains 4341 members 
Mstep: Class 10 contains 15821 members 
Mstep: Class 11 contains 7230 members 
Mstep: Class 12 contains 13973 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 473 members 
Mstep: Class 15 contains 174246 members 
Mstep: Class 16 contains 13043 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 40192 members 
Mstep: Class 20 contains 20239 members 
Mstep: Class 21 contains 6993 members 
Mstep: Class 22 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701100.000000 Penalty: 43896.656250
Iteration 83Q: 22 clusters Score -4.17011e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 36718 members 
Mstep: Class 3 contains 18867 members 
Mstep: Class 4 contains 5780 members 
Mstep: Class 5 contains 8570 members 
Mstep: Class 6 contains 906 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 9 contains 4347 members 
Mstep: Class 10 contains 15607 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 13825 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 174486 members 
Mstep: Class 16 contains 13040 members 
Mstep: Class 17 contains 3569 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 40266 members 
Mstep: Class 20 contains 20386 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701164.000000 Penalty: 43896.656250
Iteration 84Q: 22 clusters Score -4.170116e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 36643 members 
Mstep: Class 3 contains 18841 members 
Mstep: Class 4 contains 5783 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 906 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 7364 members 
Mstep: Class 12 contains 13683 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 174716 members 
Mstep: Class 16 contains 13037 members 
Mstep: Class 17 contains 3569 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 40325 members 
Mstep: Class 20 contains 20511 members 
Mstep: Class 21 contains 6934 members 
Mstep: Class 22 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701272.000000 Penalty: 43896.656250
Iteration 85Q: 22 clusters Score -4.170127e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 36586 members 
Mstep: Class 3 contains 18807 members 
Mstep: Class 4 contains 5799 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 13542 members 
Mstep: Class 13 contains 3579 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 174934 members 
Mstep: Class 16 contains 13030 members 
Mstep: Class 17 contains 3574 members 
Mstep: Class 18 contains 3405 members 
Mstep: Class 19 contains 40400 members 
Mstep: Class 20 contains 20624 members 
Mstep: Class 21 contains 6906 members 
Mstep: Class 22 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701256.000000 Penalty: 43896.656250
Iteration 86Q: 22 clusters Score -4.170126e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 36530 members 
Mstep: Class 3 contains 18783 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 15013 members 
Mstep: Class 11 contains 7513 members 
Mstep: Class 12 contains 13410 members 
Mstep: Class 13 contains 3587 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 175097 members 
Mstep: Class 16 contains 13028 members 
Mstep: Class 17 contains 3572 members 
Mstep: Class 18 contains 3405 members 
Mstep: Class 19 contains 40476 members 
Mstep: Class 20 contains 20733 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 22 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701192.000000 Penalty: 43896.656250
Iteration 87Q: 22 clusters Score -4.170119e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 36479 members 
Mstep: Class 3 contains 18760 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 14857 members 
Mstep: Class 11 contains 7578 members 
Mstep: Class 12 contains 13298 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 175243 members 
Mstep: Class 16 contains 13033 members 
Mstep: Class 17 contains 3575 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 40535 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701152.000000 Penalty: 43896.656250
Iteration 88Q: 22 clusters Score -4.170115e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 36419 members 
Mstep: Class 3 contains 18730 members 
Mstep: Class 4 contains 5795 members 
Mstep: Class 5 contains 8591 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 7634 members 
Mstep: Class 12 contains 13206 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 175385 members 
Mstep: Class 16 contains 13032 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 40591 members 
Mstep: Class 20 contains 20939 members 
Mstep: Class 21 contains 6837 members 
Mstep: Class 22 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701132.000000 Penalty: 43896.656250
Iteration 89Q: 22 clusters Score -4.170113e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 36352 members 
Mstep: Class 3 contains 18718 members 
Mstep: Class 4 contains 5794 members 
Mstep: Class 5 contains 8592 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 14628 members 
Mstep: Class 11 contains 7731 members 
Mstep: Class 12 contains 13081 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 175474 members 
Mstep: Class 16 contains 13028 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 3402 members 
Mstep: Class 19 contains 40646 members 
Mstep: Class 20 contains 21054 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701164.000000 Penalty: 43896.656250
Iteration 90Q: 22 clusters Score -4.170116e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 18705 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 8592 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14542 members 
Mstep: Class 11 contains 7831 members 
Mstep: Class 12 contains 12943 members 
Mstep: Class 13 contains 3597 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 175555 members 
Mstep: Class 16 contains 13025 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 3401 members 
Mstep: Class 19 contains 40691 members 
Mstep: Class 20 contains 21173 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701104.000000 Penalty: 43896.656250
Iteration 91Q: 22 clusters Score -4.17011e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 36240 members 
Mstep: Class 3 contains 18685 members 
Mstep: Class 4 contains 5784 members 
Mstep: Class 5 contains 8589 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 2233 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14456 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 12805 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 175639 members 
Mstep: Class 16 contains 13020 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 3400 members 
Mstep: Class 19 contains 40735 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 6756 members 
Mstep: Class 22 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701048.000000 Penalty: 43896.656250
Iteration 92Q: 22 clusters Score -4.170105e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 36194 members 
Mstep: Class 3 contains 18662 members 
Mstep: Class 4 contains 5763 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 2206 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 14369 members 
Mstep: Class 11 contains 8031 members 
Mstep: Class 12 contains 12671 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 175696 members 
Mstep: Class 16 contains 13021 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 3400 members 
Mstep: Class 19 contains 40791 members 
Mstep: Class 20 contains 21448 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701064.000000 Penalty: 43896.656250
Iteration 93Q: 22 clusters Score -4.170106e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 36161 members 
Mstep: Class 3 contains 18639 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 8585 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 14295 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 12562 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 175713 members 
Mstep: Class 16 contains 13018 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 3402 members 
Mstep: Class 19 contains 40847 members 
Mstep: Class 20 contains 21574 members 
Mstep: Class 21 contains 6712 members 
Mstep: Class 22 contains 601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701188.000000 Penalty: 43896.656250
Iteration 94Q: 22 clusters Score -4.170119e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 36125 members 
Mstep: Class 3 contains 18614 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 8232 members 
Mstep: Class 12 contains 12444 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 175737 members 
Mstep: Class 16 contains 13012 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 40893 members 
Mstep: Class 20 contains 21704 members 
Mstep: Class 21 contains 6666 members 
Mstep: Class 22 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701224.000000 Penalty: 43896.656250
Iteration 95Q: 22 clusters Score -4.170122e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 36101 members 
Mstep: Class 3 contains 18603 members 
Mstep: Class 4 contains 5718 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 2145 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 14173 members 
Mstep: Class 11 contains 8336 members 
Mstep: Class 12 contains 12323 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 175758 members 
Mstep: Class 16 contains 13003 members 
Mstep: Class 17 contains 3626 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 40932 members 
Mstep: Class 20 contains 21831 members 
Mstep: Class 21 contains 6626 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701260.000000 Penalty: 43896.656250
Iteration 96Q: 22 clusters Score -4.170126e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 36066 members 
Mstep: Class 3 contains 18591 members 
Mstep: Class 4 contains 5711 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 2136 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14112 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 12189 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 175780 members 
Mstep: Class 16 contains 13002 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 40970 members 
Mstep: Class 20 contains 21935 members 
Mstep: Class 21 contains 6578 members 
Mstep: Class 22 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701208.000000 Penalty: 43896.656250
Iteration 97Q: 22 clusters Score -4.170121e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 36036 members 
Mstep: Class 3 contains 18581 members 
Mstep: Class 4 contains 5699 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 2124 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 14077 members 
Mstep: Class 11 contains 8599 members 
Mstep: Class 12 contains 12067 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 175768 members 
Mstep: Class 16 contains 12996 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 41004 members 
Mstep: Class 20 contains 22030 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701172.000000 Penalty: 43896.656250
Iteration 98Q: 22 clusters Score -4.170117e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 36001 members 
Mstep: Class 3 contains 18572 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 9 contains 4367 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 8711 members 
Mstep: Class 12 contains 11941 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 175770 members 
Mstep: Class 16 contains 12993 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41034 members 
Mstep: Class 20 contains 22131 members 
Mstep: Class 21 contains 6510 members 
Mstep: Class 22 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701240.000000 Penalty: 43896.656250
Iteration 99Q: 22 clusters Score -4.170124e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 35971 members 
Mstep: Class 3 contains 18557 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 8592 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 2116 members 
Mstep: Class 9 contains 4369 members 
Mstep: Class 10 contains 14019 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 11826 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 175766 members 
Mstep: Class 16 contains 12992 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 41060 members 
Mstep: Class 20 contains 22226 members 
Mstep: Class 21 contains 6478 members 
Mstep: Class 22 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701352.000000 Penalty: 43896.656250
Iteration 100F: 22 clusters Score -4.170135e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 35928 members 
Mstep: Class 3 contains 18543 members 
Mstep: Class 4 contains 5635 members 
Mstep: Class 5 contains 8590 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2117 members 
Mstep: Class 9 contains 4368 members 
Mstep: Class 10 contains 13999 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 11698 members 
Mstep: Class 13 contains 3611 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 175754 members 
Mstep: Class 16 contains 12991 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 41101 members 
Mstep: Class 20 contains 22332 members 
Mstep: Class 21 contains 6450 members 
Mstep: Class 22 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701272.000000 Penalty: 43896.656250
Iteration 101Q: 22 clusters Score -4.170127e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 35896 members 
Mstep: Class 3 contains 18526 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 8589 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 9 contains 4369 members 
Mstep: Class 10 contains 13973 members 
Mstep: Class 11 contains 9052 members 
Mstep: Class 12 contains 11587 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 175729 members 
Mstep: Class 16 contains 12994 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41133 members 
Mstep: Class 20 contains 22442 members 
Mstep: Class 21 contains 6433 members 
Mstep: Class 22 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701196.000000 Penalty: 43896.656250
Iteration 102Q: 22 clusters Score -4.17012e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 35861 members 
Mstep: Class 3 contains 18512 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 8588 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2107 members 
Mstep: Class 9 contains 4373 members 
Mstep: Class 10 contains 13963 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 11492 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 175708 members 
Mstep: Class 16 contains 12995 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41167 members 
Mstep: Class 20 contains 22541 members 
Mstep: Class 21 contains 6412 members 
Mstep: Class 22 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701196.000000 Penalty: 43896.656250
Iteration 103Q: 22 clusters Score -4.17012e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 35835 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 9 contains 4375 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 11 contains 9211 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 175675 members 
Mstep: Class 16 contains 12997 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 41193 members 
Mstep: Class 20 contains 22646 members 
Mstep: Class 21 contains 6388 members 
Mstep: Class 22 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701184.000000 Penalty: 43896.656250
Iteration 104Q: 22 clusters Score -4.170118e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 35817 members 
Mstep: Class 3 contains 18480 members 
Mstep: Class 4 contains 5559 members 
Mstep: Class 5 contains 8593 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 9 contains 4375 members 
Mstep: Class 10 contains 13953 members 
Mstep: Class 11 contains 9301 members 
Mstep: Class 12 contains 11295 members 
Mstep: Class 13 contains 3629 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 175641 members 
Mstep: Class 16 contains 12997 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 41222 members 
Mstep: Class 20 contains 22736 members 
Mstep: Class 21 contains 6366 members 
Mstep: Class 22 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701332.000000 Penalty: 43896.656250
Iteration 105Q: 22 clusters Score -4.170133e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 35795 members 
Mstep: Class 3 contains 18465 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 8595 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 9 contains 4375 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 11218 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 175614 members 
Mstep: Class 16 contains 12996 members 
Mstep: Class 17 contains 3720 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 41258 members 
Mstep: Class 20 contains 22816 members 
Mstep: Class 21 contains 6345 members 
Mstep: Class 22 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701256.000000 Penalty: 43896.656250
Iteration 106Q: 22 clusters Score -4.170126e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 35778 members 
Mstep: Class 3 contains 18451 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 13954 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 11116 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 175581 members 
Mstep: Class 16 contains 12990 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 41289 members 
Mstep: Class 20 contains 22896 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701300.000000 Penalty: 43896.656250
Iteration 107Q: 22 clusters Score -4.17013e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 35753 members 
Mstep: Class 3 contains 18444 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 9 contains 4379 members 
Mstep: Class 10 contains 13950 members 
Mstep: Class 11 contains 9527 members 
Mstep: Class 12 contains 11030 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 175549 members 
Mstep: Class 16 contains 12986 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 41325 members 
Mstep: Class 20 contains 22966 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701324.000000 Penalty: 43896.656250
Iteration 108Q: 22 clusters Score -4.170132e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 35738 members 
Mstep: Class 3 contains 18437 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 8590 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2095 members 
Mstep: Class 9 contains 4378 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 9593 members 
Mstep: Class 12 contains 10957 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 175516 members 
Mstep: Class 16 contains 12980 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 41366 members 
Mstep: Class 20 contains 23012 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701244.000000 Penalty: 43896.656250
Iteration 109Q: 22 clusters Score -4.170124e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 35722 members 
Mstep: Class 3 contains 18431 members 
Mstep: Class 4 contains 5472 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 9 contains 4378 members 
Mstep: Class 10 contains 13945 members 
Mstep: Class 11 contains 9665 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 175485 members 
Mstep: Class 16 contains 12973 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 41405 members 
Mstep: Class 20 contains 23073 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701260.000000 Penalty: 43896.656250
Iteration 110Q: 22 clusters Score -4.170126e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 35703 members 
Mstep: Class 3 contains 18427 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 8592 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 9724 members 
Mstep: Class 12 contains 10835 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 175470 members 
Mstep: Class 16 contains 12970 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 41435 members 
Mstep: Class 20 contains 23126 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701284.000000 Penalty: 43896.656250
Iteration 111Q: 22 clusters Score -4.170128e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 35689 members 
Mstep: Class 3 contains 18423 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 8588 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2088 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 11 contains 9794 members 
Mstep: Class 12 contains 10775 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175432 members 
Mstep: Class 16 contains 12965 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 41462 members 
Mstep: Class 20 contains 23189 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701288.000000 Penalty: 43896.656250
Iteration 112Q: 22 clusters Score -4.170129e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 35674 members 
Mstep: Class 3 contains 18420 members 
Mstep: Class 4 contains 5373 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 9 contains 4376 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 9859 members 
Mstep: Class 12 contains 10733 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175398 members 
Mstep: Class 16 contains 12957 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 41484 members 
Mstep: Class 20 contains 23249 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701260.000000 Penalty: 43896.656250
Iteration 113Q: 22 clusters Score -4.170126e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 35655 members 
Mstep: Class 3 contains 18412 members 
Mstep: Class 4 contains 5340 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 9917 members 
Mstep: Class 12 contains 10682 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175363 members 
Mstep: Class 16 contains 12954 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 41511 members 
Mstep: Class 20 contains 23314 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701236.000000 Penalty: 43896.656250
Iteration 114Q: 22 clusters Score -4.170124e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 35639 members 
Mstep: Class 3 contains 18403 members 
Mstep: Class 4 contains 5319 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 9980 members 
Mstep: Class 12 contains 10621 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175321 members 
Mstep: Class 16 contains 12954 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 41538 members 
Mstep: Class 20 contains 23372 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701216.000000 Penalty: 43896.656250
Iteration 115Q: 22 clusters Score -4.170122e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 35618 members 
Mstep: Class 3 contains 18398 members 
Mstep: Class 4 contains 5304 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 9 contains 4380 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 10045 members 
Mstep: Class 12 contains 10558 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175279 members 
Mstep: Class 16 contains 12952 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 41567 members 
Mstep: Class 20 contains 23422 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701328.000000 Penalty: 43896.656250
Iteration 116Q: 22 clusters Score -4.170133e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 35600 members 
Mstep: Class 3 contains 18392 members 
Mstep: Class 4 contains 5282 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 13942 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175245 members 
Mstep: Class 16 contains 12952 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 41598 members 
Mstep: Class 20 contains 23478 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701244.000000 Penalty: 43896.656250
Iteration 117Q: 22 clusters Score -4.170124e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 35584 members 
Mstep: Class 3 contains 18382 members 
Mstep: Class 4 contains 5254 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 9 contains 4385 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 11 contains 10139 members 
Mstep: Class 12 contains 10461 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 175206 members 
Mstep: Class 16 contains 12953 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 41625 members 
Mstep: Class 20 contains 23543 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701116.000000 Penalty: 43896.656250
Iteration 118Q: 22 clusters Score -4.170112e+07 nChanged 264
Entering ConstructFrom: 
Score: -41701116.000000 Penalty: 43896.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -536051.687500 Penalty: 1376.901611
	Iteration 0F: 2 clusters Score -536051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -532237.062500 Penalty: 2753.803223
	Iteration 0F: 3 clusters Score -532237.1 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -533275.250000 Penalty: 2753.803223
	Iteration 1F: 3 clusters Score -533275.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -533457.187500 Penalty: 2753.803223
	Iteration 2F: 3 clusters Score -533457.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -533571.437500 Penalty: 2753.803223
	Iteration 3F: 3 clusters Score -533571.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -533654.750000 Penalty: 2753.803223
	Iteration 4Q: 3 clusters Score -533654.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -533720.062500 Penalty: 2753.803223
	Iteration 5Q: 3 clusters Score -533720.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -533778.375000 Penalty: 2753.803223
	Iteration 6Q: 3 clusters Score -533778.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -533827.000000 Penalty: 2753.803223
	Iteration 7Q: 3 clusters Score -533827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -533873.687500 Penalty: 2753.803223
	Iteration 8Q: 3 clusters Score -533873.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -533912.437500 Penalty: 2753.803223
	Iteration 9Q: 3 clusters Score -533912.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -533944.312500 Penalty: 2753.803223
	Iteration 10Q: 3 clusters Score -533944.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -533980.875000 Penalty: 2753.803223
	Iteration 11Q: 3 clusters Score -533980.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -534014.875000 Penalty: 2753.803223
	Iteration 12Q: 3 clusters Score -534014.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -534044.687500 Penalty: 2753.803223
	Iteration 13Q: 3 clusters Score -534044.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -534075.375000 Penalty: 2753.803223
	Iteration 14Q: 3 clusters Score -534075.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -534113.937500 Penalty: 2753.803223
	Iteration 15Q: 3 clusters Score -534113.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -534159.000000 Penalty: 2753.803223
	Iteration 16Q: 3 clusters Score -534159 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -534202.000000 Penalty: 2753.803223
	Iteration 17Q: 3 clusters Score -534202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -534239.687500 Penalty: 2753.803223
	Iteration 18Q: 3 clusters Score -534239.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -534272.187500 Penalty: 2753.803223
	Iteration 19Q: 3 clusters Score -534272.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -534303.625000 Penalty: 2753.803223
	Iteration 20F: 3 clusters Score -534303.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -534339.812500 Penalty: 2753.803223
	Iteration 21Q: 3 clusters Score -534339.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -534375.562500 Penalty: 2753.803223
	Iteration 22Q: 3 clusters Score -534375.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -534417.000000 Penalty: 2753.803223
	Iteration 23Q: 3 clusters Score -534417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -534459.562500 Penalty: 2753.803223
	Iteration 24Q: 3 clusters Score -534459.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -534507.750000 Penalty: 2753.803223
	Iteration 25Q: 3 clusters Score -534507.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -534567.375000 Penalty: 2753.803223
	Iteration 26Q: 3 clusters Score -534567.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -534611.500000 Penalty: 2753.803223
	Iteration 27Q: 3 clusters Score -534611.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -534653.062500 Penalty: 2753.803223
	Iteration 28Q: 3 clusters Score -534653.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -534687.437500 Penalty: 2753.803223
	Iteration 29Q: 3 clusters Score -534687.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -534728.312500 Penalty: 2753.803223
	Iteration 30Q: 3 clusters Score -534728.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -534752.687500 Penalty: 2753.803223
	Iteration 31Q: 3 clusters Score -534752.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -534770.562500 Penalty: 2753.803223
	Iteration 32Q: 3 clusters Score -534770.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -534786.187500 Penalty: 2753.803223
	Iteration 33Q: 3 clusters Score -534786.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -534796.562500 Penalty: 2753.803223
	Iteration 34Q: 3 clusters Score -534796.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -534802.062500 Penalty: 2753.803223
	Iteration 35Q: 3 clusters Score -534802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -534805.125000 Penalty: 2753.803223
	Iteration 36Q: 3 clusters Score -534805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -534805.437500 Penalty: 2753.803223
	Iteration 37Q: 3 clusters Score -534805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -534806.000000 Penalty: 2753.803223
	Iteration 38Q: 3 clusters Score -534806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -534806.000000 Penalty: 2753.803223
	Iteration 39F: 3 clusters Score -534806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Entering Unmasked Estep 
Score: -3984535.000000 Penalty: 1702.856567
	Iteration 0F: 2 clusters Score -3984535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3960413.500000 Penalty: 3405.713135
	Iteration 0F: 3 clusters Score -3960414 nChanged 16601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3970041.750000 Penalty: 3405.713135
	Iteration 1F: 3 clusters Score -3970042 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3970588.250000 Penalty: 3405.713135
	Iteration 2Q: 3 clusters Score -3970588 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3971219.250000 Penalty: 3405.713135
	Iteration 3Q: 3 clusters Score -3971219 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3972051.250000 Penalty: 3405.713135
	Iteration 4Q: 3 clusters Score -3972051 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3973348.250000 Penalty: 3405.713135
	Iteration 5F: 3 clusters Score -3973348 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3975374.500000 Penalty: 3405.713135
	Iteration 6F: 3 clusters Score -3975374 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3977911.750000 Penalty: 3405.713135
	Iteration 7F: 3 clusters Score -3977912 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3979912.750000 Penalty: 3405.713135
	Iteration 8F: 3 clusters Score -3979913 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3980934.500000 Penalty: 3405.713135
	Iteration 9Q: 3 clusters Score -3980934 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3981346.500000 Penalty: 3405.713135
	Iteration 10Q: 3 clusters Score -3981346 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3981539.500000 Penalty: 3405.713135
	Iteration 11Q: 3 clusters Score -3981540 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3981692.750000 Penalty: 3405.713135
	Iteration 12Q: 3 clusters Score -3981693 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3981812.250000 Penalty: 3405.713135
	Iteration 13Q: 3 clusters Score -3981812 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3981986.250000 Penalty: 3405.713135
	Iteration 14Q: 3 clusters Score -3981986 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3982138.250000 Penalty: 3405.713135
	Iteration 15Q: 3 clusters Score -3982138 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3982271.750000 Penalty: 3405.713135
	Iteration 16Q: 3 clusters Score -3982272 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3982395.500000 Penalty: 3405.713135
	Iteration 17Q: 3 clusters Score -3982396 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3982502.500000 Penalty: 3405.713135
	Iteration 18Q: 3 clusters Score -3982502 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3982584.250000 Penalty: 3405.713135
	Iteration 19Q: 3 clusters Score -3982584 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3982646.250000 Penalty: 3405.713135
	Iteration 20F: 3 clusters Score -3982646 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3982718.750000 Penalty: 3405.713135
	Iteration 21Q: 3 clusters Score -3982719 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3982813.500000 Penalty: 3405.713135
	Iteration 22Q: 3 clusters Score -3982814 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3982867.000000 Penalty: 3405.713135
	Iteration 23Q: 3 clusters Score -3982867 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3982971.750000 Penalty: 3405.713135
	Iteration 24Q: 3 clusters Score -3982972 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3983060.500000 Penalty: 3405.713135
	Iteration 25Q: 3 clusters Score -3983060 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3983153.750000 Penalty: 3405.713135
	Iteration 26Q: 3 clusters Score -3983154 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3983293.500000 Penalty: 3405.713135
	Iteration 27Q: 3 clusters Score -3983294 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3983362.500000 Penalty: 3405.713135
	Iteration 28Q: 3 clusters Score -3983362 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3983440.250000 Penalty: 3405.713135
	Iteration 29Q: 3 clusters Score -3983440 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3983525.000000 Penalty: 3405.713135
	Iteration 30Q: 3 clusters Score -3983525 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3983594.500000 Penalty: 3405.713135
	Iteration 31Q: 3 clusters Score -3983594 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3983647.750000 Penalty: 3405.713135
	Iteration 32Q: 3 clusters Score -3983648 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3983695.000000 Penalty: 3405.713135
	Iteration 33Q: 3 clusters Score -3983695 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3983732.250000 Penalty: 3405.713135
	Iteration 34Q: 3 clusters Score -3983732 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3983784.500000 Penalty: 3405.713135
	Iteration 35Q: 3 clusters Score -3983784 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3983811.000000 Penalty: 3405.713135
	Iteration 36Q: 3 clusters Score -3983811 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3983834.250000 Penalty: 3405.713135
	Iteration 37Q: 3 clusters Score -3983834 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3983838.000000 Penalty: 3405.713135
	Iteration 38Q: 3 clusters Score -3983838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3983841.250000 Penalty: 3405.713135
	Iteration 39Q: 3 clusters Score -3983841 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3983854.500000 Penalty: 3405.713135
	Iteration 40F: 3 clusters Score -3983854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3983859.500000 Penalty: 3405.713135
	Iteration 41Q: 3 clusters Score -3983860 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3983854.500000 Penalty: 3405.713135
	Iteration 42Q: 3 clusters Score -3983854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3983859.500000 Penalty: 3405.713135
	Iteration 43Q: 3 clusters Score -3983860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3983866.250000 Penalty: 3405.713135
	Iteration 44Q: 3 clusters Score -3983866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3983875.500000 Penalty: 3405.713135
	Iteration 45Q: 3 clusters Score -3983876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3983875.500000 Penalty: 3405.713135
	Iteration 46Q: 3 clusters Score -3983876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3983876.000000 Penalty: 3405.713135
	Iteration 47Q: 3 clusters Score -3983876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3983882.500000 Penalty: 3405.713135
	Iteration 48Q: 3 clusters Score -3983882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3983877.000000 Penalty: 3405.713135
	Iteration 49Q: 3 clusters Score -3983877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3983882.250000 Penalty: 3405.713135
	Iteration 50Q: 3 clusters Score -3983882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3983896.500000 Penalty: 3405.713135
	Iteration 51Q: 3 clusters Score -3983896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3983898.250000 Penalty: 3405.713135
	Iteration 52Q: 3 clusters Score -3983898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3983896.750000 Penalty: 3405.713135
	Iteration 53Q: 3 clusters Score -3983897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3983907.250000 Penalty: 3405.713135
	Iteration 54Q: 3 clusters Score -3983907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3983905.750000 Penalty: 3405.713135
	Iteration 55Q: 3 clusters Score -3983906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3983911.750000 Penalty: 3405.713135
	Iteration 56Q: 3 clusters Score -3983912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3983910.750000 Penalty: 3405.713135
	Iteration 57Q: 3 clusters Score -3983911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3983910.250000 Penalty: 3405.713135
	Iteration 58Q: 3 clusters Score -3983910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3983910.250000 Penalty: 3405.713135
	Iteration 59Q: 3 clusters Score -3983910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3983913.750000 Penalty: 3405.713135
	Iteration 60F: 3 clusters Score -3983914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3983912.750000 Penalty: 3405.713135
	Iteration 61Q: 3 clusters Score -3983913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3983910.000000 Penalty: 3405.713135
	Iteration 62Q: 3 clusters Score -3983910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3983912.000000 Penalty: 3405.713135
	Iteration 63Q: 3 clusters Score -3983912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3983907.500000 Penalty: 3405.713135
	Iteration 64Q: 3 clusters Score -3983908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3983904.000000 Penalty: 3405.713135
	Iteration 65Q: 3 clusters Score -3983904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3983909.500000 Penalty: 3405.713135
	Iteration 66Q: 3 clusters Score -3983910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3983908.750000 Penalty: 3405.713135
	Iteration 67Q: 3 clusters Score -3983909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3983911.750000 Penalty: 3405.713135
	Iteration 68Q: 3 clusters Score -3983912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3983910.000000 Penalty: 3405.713135
	Iteration 69Q: 3 clusters Score -3983910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3983911.500000 Penalty: 3405.713135
	Iteration 70Q: 3 clusters Score -3983912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3983912.500000 Penalty: 3405.713135
	Iteration 71Q: 3 clusters Score -3983912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3983912.500000 Penalty: 3405.713135
	Iteration 72Q: 3 clusters Score -3983912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3983910.000000 Penalty: 3405.713135
	Iteration 73Q: 3 clusters Score -3983910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3983911.750000 Penalty: 3405.713135
	Iteration 74Q: 3 clusters Score -3983912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3983911.750000 Penalty: 3405.713135
	Iteration 75F: 3 clusters Score -3983912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Entering Unmasked Estep 
Score: -2079850.875000 Penalty: 1595.528687
	Iteration 0F: 2 clusters Score -2079851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2067253.000000 Penalty: 3191.057373
	Iteration 0F: 3 clusters Score -2067253 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2071845.875000 Penalty: 3191.057373
	Iteration 1F: 3 clusters Score -2071846 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2072111.750000 Penalty: 3191.057373
	Iteration 2Q: 3 clusters Score -2072112 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2072357.625000 Penalty: 3191.057373
	Iteration 3Q: 3 clusters Score -2072358 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2072594.750000 Penalty: 3191.057373
	Iteration 4Q: 3 clusters Score -2072595 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2072875.250000 Penalty: 3191.057373
	Iteration 5Q: 3 clusters Score -2072875 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2073192.500000 Penalty: 3191.057373
	Iteration 6Q: 3 clusters Score -2073192 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2073596.500000 Penalty: 3191.057373
	Iteration 7Q: 3 clusters Score -2073596 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2074082.375000 Penalty: 3191.057373
	Iteration 8Q: 3 clusters Score -2074082 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2074659.250000 Penalty: 3191.057373
	Iteration 9Q: 3 clusters Score -2074659 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2075318.750000 Penalty: 3191.057373
	Iteration 10Q: 3 clusters Score -2075319 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2075973.500000 Penalty: 3191.057373
	Iteration 11Q: 3 clusters Score -2075974 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2076516.875000 Penalty: 3191.057373
	Iteration 12Q: 3 clusters Score -2076517 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2076957.500000 Penalty: 3191.057373
	Iteration 13Q: 3 clusters Score -2076958 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2077254.625000 Penalty: 3191.057373
	Iteration 14Q: 3 clusters Score -2077255 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2077505.750000 Penalty: 3191.057373
	Iteration 15Q: 3 clusters Score -2077506 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2077696.875000 Penalty: 3191.057373
	Iteration 16Q: 3 clusters Score -2077697 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2077859.875000 Penalty: 3191.057373
	Iteration 17Q: 3 clusters Score -2077860 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2078017.750000 Penalty: 3191.057373
	Iteration 18Q: 3 clusters Score -2078018 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2078157.750000 Penalty: 3191.057373
	Iteration 19Q: 3 clusters Score -2078158 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2078261.250000 Penalty: 3191.057373
	Iteration 20F: 3 clusters Score -2078261 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2078347.000000 Penalty: 3191.057373
	Iteration 21Q: 3 clusters Score -2078347 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2078409.250000 Penalty: 3191.057373
	Iteration 22Q: 3 clusters Score -2078409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2078452.500000 Penalty: 3191.057373
	Iteration 23Q: 3 clusters Score -2078452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2078497.000000 Penalty: 3191.057373
	Iteration 24Q: 3 clusters Score -2078497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2078531.375000 Penalty: 3191.057373
	Iteration 25Q: 3 clusters Score -2078531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2078555.500000 Penalty: 3191.057373
	Iteration 26Q: 3 clusters Score -2078556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2078566.875000 Penalty: 3191.057373
	Iteration 27Q: 3 clusters Score -2078567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2078571.625000 Penalty: 3191.057373
	Iteration 28Q: 3 clusters Score -2078572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2078571.000000 Penalty: 3191.057373
	Iteration 29Q: 3 clusters Score -2078571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2078578.125000 Penalty: 3191.057373
	Iteration 30Q: 3 clusters Score -2078578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2078578.000000 Penalty: 3191.057373
	Iteration 31Q: 3 clusters Score -2078578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2078578.250000 Penalty: 3191.057373
	Iteration 32Q: 3 clusters Score -2078578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2078579.875000 Penalty: 3191.057373
	Iteration 33Q: 3 clusters Score -2078580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2078581.625000 Penalty: 3191.057373
	Iteration 34Q: 3 clusters Score -2078582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2078585.125000 Penalty: 3191.057373
	Iteration 35Q: 3 clusters Score -2078585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2078582.250000 Penalty: 3191.057373
	Iteration 36Q: 3 clusters Score -2078582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2078584.750000 Penalty: 3191.057373
	Iteration 37Q: 3 clusters Score -2078585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2078582.000000 Penalty: 3191.057373
	Iteration 38Q: 3 clusters Score -2078582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2078584.125000 Penalty: 3191.057373
	Iteration 39Q: 3 clusters Score -2078584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2078584.125000 Penalty: 3191.057373
	Iteration 40F: 3 clusters Score -2078584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -565929.125000 Penalty: 1391.196533
	Iteration 0F: 2 clusters Score -565929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -561834.875000 Penalty: 2782.393066
	Iteration 0F: 3 clusters Score -561834.9 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -562963.625000 Penalty: 2782.393066
	Iteration 1F: 3 clusters Score -562963.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -563173.812500 Penalty: 2782.393066
	Iteration 2F: 3 clusters Score -563173.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -563322.875000 Penalty: 2782.393066
	Iteration 3F: 3 clusters Score -563322.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -563420.250000 Penalty: 2782.393066
	Iteration 4Q: 3 clusters Score -563420.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -563489.375000 Penalty: 2782.393066
	Iteration 5Q: 3 clusters Score -563489.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -563549.000000 Penalty: 2782.393066
	Iteration 6Q: 3 clusters Score -563549 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -563609.125000 Penalty: 2782.393066
	Iteration 7Q: 3 clusters Score -563609.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -563666.875000 Penalty: 2782.393066
	Iteration 8Q: 3 clusters Score -563666.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -563730.000000 Penalty: 2782.393066
	Iteration 9Q: 3 clusters Score -563730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -563806.937500 Penalty: 2782.393066
	Iteration 10Q: 3 clusters Score -563806.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -563906.312500 Penalty: 2782.393066
	Iteration 11Q: 3 clusters Score -563906.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -564012.625000 Penalty: 2782.393066
	Iteration 12Q: 3 clusters Score -564012.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -564116.250000 Penalty: 2782.393066
	Iteration 13Q: 3 clusters Score -564116.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -564226.875000 Penalty: 2782.393066
	Iteration 14Q: 3 clusters Score -564226.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -564356.062500 Penalty: 2782.393066
	Iteration 15Q: 3 clusters Score -564356.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -564465.687500 Penalty: 2782.393066
	Iteration 16Q: 3 clusters Score -564465.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -564550.312500 Penalty: 2782.393066
	Iteration 17Q: 3 clusters Score -564550.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -564615.875000 Penalty: 2782.393066
	Iteration 18Q: 3 clusters Score -564615.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -564677.000000 Penalty: 2782.393066
	Iteration 19Q: 3 clusters Score -564677 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -564723.937500 Penalty: 2782.393066
	Iteration 20F: 3 clusters Score -564723.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -564752.687500 Penalty: 2782.393066
	Iteration 21Q: 3 clusters Score -564752.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -564769.875000 Penalty: 2782.393066
	Iteration 22Q: 3 clusters Score -564769.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -564789.000000 Penalty: 2782.393066
	Iteration 23Q: 3 clusters Score -564789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -564806.062500 Penalty: 2782.393066
	Iteration 24Q: 3 clusters Score -564806.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -564814.562500 Penalty: 2782.393066
	Iteration 25Q: 3 clusters Score -564814.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -564822.312500 Penalty: 2782.393066
	Iteration 26Q: 3 clusters Score -564822.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -564827.437500 Penalty: 2782.393066
	Iteration 27Q: 3 clusters Score -564827.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -564832.125000 Penalty: 2782.393066
	Iteration 28Q: 3 clusters Score -564832.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -564833.750000 Penalty: 2782.393066
	Iteration 29Q: 3 clusters Score -564833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -564833.750000 Penalty: 2782.393066
	Iteration 30F: 3 clusters Score -564833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Entering Unmasked Estep 
Score: -927137.937500 Penalty: 1471.793213
	Iteration 0F: 2 clusters Score -927137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -920970.750000 Penalty: 2943.586426
	Iteration 0F: 3 clusters Score -920970.8 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -923096.937500 Penalty: 2943.586426
	Iteration 1F: 3 clusters Score -923096.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -923595.250000 Penalty: 2943.586426
	Iteration 2F: 3 clusters Score -923595.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -924236.562500 Penalty: 2943.586426
	Iteration 3F: 3 clusters Score -924236.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -924831.062500 Penalty: 2943.586426
	Iteration 4F: 3 clusters Score -924831.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -925295.375000 Penalty: 2943.586426
	Iteration 5F: 3 clusters Score -925295.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -925593.937500 Penalty: 2943.586426
	Iteration 6F: 3 clusters Score -925593.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -925768.375000 Penalty: 2943.586426
	Iteration 7Q: 3 clusters Score -925768.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -925884.812500 Penalty: 2943.586426
	Iteration 8Q: 3 clusters Score -925884.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -925981.125000 Penalty: 2943.586426
	Iteration 9Q: 3 clusters Score -925981.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -926068.250000 Penalty: 2943.586426
	Iteration 10Q: 3 clusters Score -926068.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -926149.187500 Penalty: 2943.586426
	Iteration 11Q: 3 clusters Score -926149.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -926208.062500 Penalty: 2943.586426
	Iteration 12Q: 3 clusters Score -926208.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -926263.000000 Penalty: 2943.586426
	Iteration 13Q: 3 clusters Score -926263 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -926330.687500 Penalty: 2943.586426
	Iteration 14Q: 3 clusters Score -926330.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -926405.375000 Penalty: 2943.586426
	Iteration 15Q: 3 clusters Score -926405.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -926476.125000 Penalty: 2943.586426
	Iteration 16Q: 3 clusters Score -926476.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -926578.875000 Penalty: 2943.586426
	Iteration 17Q: 3 clusters Score -926578.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -926664.312500 Penalty: 2943.586426
	Iteration 18Q: 3 clusters Score -926664.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -926726.125000 Penalty: 2943.586426
	Iteration 19Q: 3 clusters Score -926726.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -926790.062500 Penalty: 2943.586426
	Iteration 20F: 3 clusters Score -926790.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -926828.937500 Penalty: 2943.586426
	Iteration 21Q: 3 clusters Score -926828.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -926858.562500 Penalty: 2943.586426
	Iteration 22Q: 3 clusters Score -926858.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -926895.312500 Penalty: 2943.586426
	Iteration 23Q: 3 clusters Score -926895.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -926911.000000 Penalty: 2943.586426
	Iteration 24Q: 3 clusters Score -926911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -926921.187500 Penalty: 2943.586426
	Iteration 25Q: 3 clusters Score -926921.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -926940.312500 Penalty: 2943.586426
	Iteration 26Q: 3 clusters Score -926940.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -926954.687500 Penalty: 2943.586426
	Iteration 27Q: 3 clusters Score -926954.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -926970.812500 Penalty: 2943.586426
	Iteration 28Q: 3 clusters Score -926970.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -926982.375000 Penalty: 2943.586426
	Iteration 29Q: 3 clusters Score -926982.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -926992.750000 Penalty: 2943.586426
	Iteration 30Q: 3 clusters Score -926992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -926999.937500 Penalty: 2943.586426
	Iteration 31Q: 3 clusters Score -926999.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -927007.125000 Penalty: 2943.586426
	Iteration 32Q: 3 clusters Score -927007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -927011.375000 Penalty: 2943.586426
	Iteration 33Q: 3 clusters Score -927011.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -927015.562500 Penalty: 2943.586426
	Iteration 34Q: 3 clusters Score -927015.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -927016.875000 Penalty: 2943.586426
	Iteration 35Q: 3 clusters Score -927016.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -927020.312500 Penalty: 2943.586426
	Iteration 36Q: 3 clusters Score -927020.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -927022.562500 Penalty: 2943.586426
	Iteration 37Q: 3 clusters Score -927022.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -927025.000000 Penalty: 2943.586426
	Iteration 38Q: 3 clusters Score -927025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -927025.250000 Penalty: 2943.586426
	Iteration 39Q: 3 clusters Score -927025.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -927023.625000 Penalty: 2943.586426
	Iteration 40F: 3 clusters Score -927023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -927023.750000 Penalty: 2943.586426
	Iteration 41Q: 3 clusters Score -927023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -927022.562500 Penalty: 2943.586426
	Iteration 42Q: 3 clusters Score -927022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -927022.562500 Penalty: 2943.586426
	Iteration 43F: 3 clusters Score -927022.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -95202.320312 Penalty: 1104.846558
	Iteration 0F: 2 clusters Score -95202.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93825.210938 Penalty: 2209.693115
	Iteration 0F: 3 clusters Score -93825.21 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94040.953125 Penalty: 2209.693115
	Iteration 1F: 3 clusters Score -94040.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -94094.210938 Penalty: 2209.693115
	Iteration 2F: 3 clusters Score -94094.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94132.390625 Penalty: 2209.693115
	Iteration 3Q: 3 clusters Score -94132.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94151.757812 Penalty: 2209.693115
	Iteration 4Q: 3 clusters Score -94151.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94161.195312 Penalty: 2209.693115
	Iteration 5Q: 3 clusters Score -94161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94165.531250 Penalty: 2209.693115
	Iteration 6Q: 3 clusters Score -94165.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94172.125000 Penalty: 2209.693115
	Iteration 7Q: 3 clusters Score -94172.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94180.000000 Penalty: 2209.693115
	Iteration 8Q: 3 clusters Score -94180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94189.523438 Penalty: 2209.693115
	Iteration 9Q: 3 clusters Score -94189.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -94191.437500 Penalty: 2209.693115
	Iteration 10Q: 3 clusters Score -94191.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -94193.539062 Penalty: 2209.693115
	Iteration 11Q: 3 clusters Score -94193.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94196.601562 Penalty: 2209.693115
	Iteration 12Q: 3 clusters Score -94196.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94196.601562 Penalty: 2209.693115
	Iteration 13F: 3 clusters Score -94196.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -210245.531250 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -210245.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -208157.265625 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -208157.3 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -208669.937500 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -208669.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -208862.343750 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -208862.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -208996.890625 Penalty: 2483.820312
	Iteration 3F: 3 clusters Score -208996.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -209107.625000 Penalty: 2483.820312
	Iteration 4F: 3 clusters Score -209107.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -209245.875000 Penalty: 2483.820312
	Iteration 5Q: 3 clusters Score -209245.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -209346.140625 Penalty: 2483.820312
	Iteration 6Q: 3 clusters Score -209346.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -209435.093750 Penalty: 2483.820312
	Iteration 7Q: 3 clusters Score -209435.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -209534.359375 Penalty: 2483.820312
	Iteration 8Q: 3 clusters Score -209534.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -209597.250000 Penalty: 2483.820312
	Iteration 9Q: 3 clusters Score -209597.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -209661.687500 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -209661.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -209698.843750 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -209698.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -209725.078125 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -209725.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -209741.859375 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -209741.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -209760.953125 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -209761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -209771.203125 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -209771.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -209782.015625 Penalty: 2483.820312
	Iteration 16Q: 3 clusters Score -209782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -209789.984375 Penalty: 2483.820312
	Iteration 17Q: 3 clusters Score -209790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -209800.875000 Penalty: 2483.820312
	Iteration 18Q: 3 clusters Score -209800.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -209804.796875 Penalty: 2483.820312
	Iteration 19Q: 3 clusters Score -209804.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -209812.734375 Penalty: 2483.820312
	Iteration 20F: 3 clusters Score -209812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -209821.765625 Penalty: 2483.820312
	Iteration 21Q: 3 clusters Score -209821.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -209842.281250 Penalty: 2483.820312
	Iteration 22Q: 3 clusters Score -209842.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -209856.296875 Penalty: 2483.820312
	Iteration 23Q: 3 clusters Score -209856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -209864.671875 Penalty: 2483.820312
	Iteration 24Q: 3 clusters Score -209864.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -209874.328125 Penalty: 2483.820312
	Iteration 25Q: 3 clusters Score -209874.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -209877.984375 Penalty: 2483.820312
	Iteration 26Q: 3 clusters Score -209878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -209881.421875 Penalty: 2483.820312
	Iteration 27Q: 3 clusters Score -209881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -209887.531250 Penalty: 2483.820312
	Iteration 28Q: 3 clusters Score -209887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -209891.906250 Penalty: 2483.820312
	Iteration 29Q: 3 clusters Score -209891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -209897.046875 Penalty: 2483.820312
	Iteration 30Q: 3 clusters Score -209897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -209903.828125 Penalty: 2483.820312
	Iteration 31Q: 3 clusters Score -209903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -209909.078125 Penalty: 2483.820312
	Iteration 32Q: 3 clusters Score -209909.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -209912.937500 Penalty: 2483.820312
	Iteration 33Q: 3 clusters Score -209912.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -209915.484375 Penalty: 2483.820312
	Iteration 34Q: 3 clusters Score -209915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -209916.937500 Penalty: 2483.820312
	Iteration 35Q: 3 clusters Score -209916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -209917.328125 Penalty: 2483.820312
	Iteration 36Q: 3 clusters Score -209917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -209918.656250 Penalty: 2483.820312
	Iteration 37Q: 3 clusters Score -209918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -209920.500000 Penalty: 2483.820312
	Iteration 38Q: 3 clusters Score -209920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -209921.750000 Penalty: 2483.820312
	Iteration 39Q: 3 clusters Score -209921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -209925.031250 Penalty: 2483.820312
	Iteration 40F: 3 clusters Score -209925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -209927.828125 Penalty: 2483.820312
	Iteration 41Q: 3 clusters Score -209927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -209930.218750 Penalty: 2483.820312
	Iteration 42Q: 3 clusters Score -209930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -209931.312500 Penalty: 2483.820312
	Iteration 43Q: 3 clusters Score -209931.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -209934.328125 Penalty: 2483.820312
	Iteration 44Q: 3 clusters Score -209934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -209935.687500 Penalty: 2483.820312
	Iteration 45Q: 3 clusters Score -209935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -209937.015625 Penalty: 2483.820312
	Iteration 46Q: 3 clusters Score -209937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -209937.390625 Penalty: 2483.820312
	Iteration 47Q: 3 clusters Score -209937.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -209937.828125 Penalty: 2483.820312
	Iteration 48Q: 3 clusters Score -209937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -209937.828125 Penalty: 2483.820312
	Iteration 49F: 3 clusters Score -209937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -486111.312500 Penalty: 1362.827271
	Iteration 0F: 2 clusters Score -486111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -482520.250000 Penalty: 2725.654541
	Iteration 0F: 3 clusters Score -482520.2 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -483453.187500 Penalty: 2725.654541
	Iteration 1F: 3 clusters Score -483453.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -483632.656250 Penalty: 2725.654541
	Iteration 2F: 3 clusters Score -483632.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -483749.156250 Penalty: 2725.654541
	Iteration 3F: 3 clusters Score -483749.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -483839.187500 Penalty: 2725.654541
	Iteration 4Q: 3 clusters Score -483839.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -483893.062500 Penalty: 2725.654541
	Iteration 5Q: 3 clusters Score -483893.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -483939.843750 Penalty: 2725.654541
	Iteration 6Q: 3 clusters Score -483939.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -483973.937500 Penalty: 2725.654541
	Iteration 7Q: 3 clusters Score -483973.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -484014.187500 Penalty: 2725.654541
	Iteration 8Q: 3 clusters Score -484014.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -484061.687500 Penalty: 2725.654541
	Iteration 9Q: 3 clusters Score -484061.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -484100.531250 Penalty: 2725.654541
	Iteration 10Q: 3 clusters Score -484100.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -484134.625000 Penalty: 2725.654541
	Iteration 11Q: 3 clusters Score -484134.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -484169.343750 Penalty: 2725.654541
	Iteration 12Q: 3 clusters Score -484169.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -484203.593750 Penalty: 2725.654541
	Iteration 13Q: 3 clusters Score -484203.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -484241.156250 Penalty: 2725.654541
	Iteration 14Q: 3 clusters Score -484241.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -484278.218750 Penalty: 2725.654541
	Iteration 15Q: 3 clusters Score -484278.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -484314.812500 Penalty: 2725.654541
	Iteration 16Q: 3 clusters Score -484314.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -484343.468750 Penalty: 2725.654541
	Iteration 17Q: 3 clusters Score -484343.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -484368.500000 Penalty: 2725.654541
	Iteration 18Q: 3 clusters Score -484368.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -484393.625000 Penalty: 2725.654541
	Iteration 19Q: 3 clusters Score -484393.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -484423.625000 Penalty: 2725.654541
	Iteration 20F: 3 clusters Score -484423.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -484454.250000 Penalty: 2725.654541
	Iteration 21Q: 3 clusters Score -484454.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -484487.031250 Penalty: 2725.654541
	Iteration 22Q: 3 clusters Score -484487 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -484523.656250 Penalty: 2725.654541
	Iteration 23Q: 3 clusters Score -484523.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -484545.906250 Penalty: 2725.654541
	Iteration 24Q: 3 clusters Score -484545.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -484563.687500 Penalty: 2725.654541
	Iteration 25Q: 3 clusters Score -484563.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -484584.312500 Penalty: 2725.654541
	Iteration 26Q: 3 clusters Score -484584.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -484608.093750 Penalty: 2725.654541
	Iteration 27Q: 3 clusters Score -484608.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -484632.343750 Penalty: 2725.654541
	Iteration 28Q: 3 clusters Score -484632.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -484653.656250 Penalty: 2725.654541
	Iteration 29Q: 3 clusters Score -484653.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -484669.406250 Penalty: 2725.654541
	Iteration 30Q: 3 clusters Score -484669.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -484684.687500 Penalty: 2725.654541
	Iteration 31Q: 3 clusters Score -484684.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -484698.000000 Penalty: 2725.654541
	Iteration 32Q: 3 clusters Score -484698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -484717.781250 Penalty: 2725.654541
	Iteration 33Q: 3 clusters Score -484717.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -484733.187500 Penalty: 2725.654541
	Iteration 34Q: 3 clusters Score -484733.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -484754.281250 Penalty: 2725.654541
	Iteration 35Q: 3 clusters Score -484754.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -484772.250000 Penalty: 2725.654541
	Iteration 36Q: 3 clusters Score -484772.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -484785.656250 Penalty: 2725.654541
	Iteration 37Q: 3 clusters Score -484785.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -484794.562500 Penalty: 2725.654541
	Iteration 38Q: 3 clusters Score -484794.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -484802.281250 Penalty: 2725.654541
	Iteration 39Q: 3 clusters Score -484802.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -484809.843750 Penalty: 2725.654541
	Iteration 40F: 3 clusters Score -484809.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -484818.375000 Penalty: 2725.654541
	Iteration 41Q: 3 clusters Score -484818.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -484827.906250 Penalty: 2725.654541
	Iteration 42Q: 3 clusters Score -484827.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -484836.875000 Penalty: 2725.654541
	Iteration 43Q: 3 clusters Score -484836.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -484848.406250 Penalty: 2725.654541
	Iteration 44Q: 3 clusters Score -484848.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -484854.875000 Penalty: 2725.654541
	Iteration 45Q: 3 clusters Score -484854.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -484861.656250 Penalty: 2725.654541
	Iteration 46Q: 3 clusters Score -484861.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -484870.281250 Penalty: 2725.654541
	Iteration 47Q: 3 clusters Score -484870.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -484876.187500 Penalty: 2725.654541
	Iteration 48Q: 3 clusters Score -484876.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -484881.156250 Penalty: 2725.654541
	Iteration 49Q: 3 clusters Score -484881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -484888.218750 Penalty: 2725.654541
	Iteration 50Q: 3 clusters Score -484888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -484892.968750 Penalty: 2725.654541
	Iteration 51Q: 3 clusters Score -484893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -484896.125000 Penalty: 2725.654541
	Iteration 52Q: 3 clusters Score -484896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -484897.812500 Penalty: 2725.654541
	Iteration 53Q: 3 clusters Score -484897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -484897.812500 Penalty: 2725.654541
	Iteration 54F: 3 clusters Score -484897.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Entering Unmasked Estep 
Score: -1571970.750000 Penalty: 1550.565796
	Iteration 0F: 2 clusters Score -1571971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1562302.375000 Penalty: 3101.131592
	Iteration 0F: 3 clusters Score -1562302 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1565654.500000 Penalty: 3101.131592
	Iteration 1F: 3 clusters Score -1565654 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1565864.250000 Penalty: 3101.131592
	Iteration 2Q: 3 clusters Score -1565864 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1566008.750000 Penalty: 3101.131592
	Iteration 3Q: 3 clusters Score -1566009 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1566114.500000 Penalty: 3101.131592
	Iteration 4Q: 3 clusters Score -1566114 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1566204.125000 Penalty: 3101.131592
	Iteration 5Q: 3 clusters Score -1566204 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1566288.875000 Penalty: 3101.131592
	Iteration 6Q: 3 clusters Score -1566289 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1566363.125000 Penalty: 3101.131592
	Iteration 7Q: 3 clusters Score -1566363 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1566446.375000 Penalty: 3101.131592
	Iteration 8Q: 3 clusters Score -1566446 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1566556.625000 Penalty: 3101.131592
	Iteration 9Q: 3 clusters Score -1566557 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1566677.625000 Penalty: 3101.131592
	Iteration 10Q: 3 clusters Score -1566678 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1566841.500000 Penalty: 3101.131592
	Iteration 11Q: 3 clusters Score -1566842 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1567029.875000 Penalty: 3101.131592
	Iteration 12Q: 3 clusters Score -1567030 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1567262.750000 Penalty: 3101.131592
	Iteration 13Q: 3 clusters Score -1567263 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1567568.625000 Penalty: 3101.131592
	Iteration 14Q: 3 clusters Score -1567569 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1567929.625000 Penalty: 3101.131592
	Iteration 15Q: 3 clusters Score -1567930 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1568259.750000 Penalty: 3101.131592
	Iteration 16Q: 3 clusters Score -1568260 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1568556.750000 Penalty: 3101.131592
	Iteration 17Q: 3 clusters Score -1568557 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1568822.250000 Penalty: 3101.131592
	Iteration 18Q: 3 clusters Score -1568822 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1569073.500000 Penalty: 3101.131592
	Iteration 19Q: 3 clusters Score -1569074 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1569319.750000 Penalty: 3101.131592
	Iteration 20F: 3 clusters Score -1569320 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1569537.000000 Penalty: 3101.131592
	Iteration 21Q: 3 clusters Score -1569537 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1569743.125000 Penalty: 3101.131592
	Iteration 22Q: 3 clusters Score -1569743 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1569922.250000 Penalty: 3101.131592
	Iteration 23Q: 3 clusters Score -1569922 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1570079.625000 Penalty: 3101.131592
	Iteration 24Q: 3 clusters Score -1570080 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1570215.125000 Penalty: 3101.131592
	Iteration 25Q: 3 clusters Score -1570215 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1570326.500000 Penalty: 3101.131592
	Iteration 26Q: 3 clusters Score -1570326 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1570390.750000 Penalty: 3101.131592
	Iteration 27Q: 3 clusters Score -1570391 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1570452.125000 Penalty: 3101.131592
	Iteration 28Q: 3 clusters Score -1570452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1570497.125000 Penalty: 3101.131592
	Iteration 29Q: 3 clusters Score -1570497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1570528.750000 Penalty: 3101.131592
	Iteration 30Q: 3 clusters Score -1570529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1570555.500000 Penalty: 3101.131592
	Iteration 31Q: 3 clusters Score -1570556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1570574.125000 Penalty: 3101.131592
	Iteration 32Q: 3 clusters Score -1570574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1570586.250000 Penalty: 3101.131592
	Iteration 33Q: 3 clusters Score -1570586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1570596.125000 Penalty: 3101.131592
	Iteration 34Q: 3 clusters Score -1570596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1570600.125000 Penalty: 3101.131592
	Iteration 35Q: 3 clusters Score -1570600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1570604.375000 Penalty: 3101.131592
	Iteration 36Q: 3 clusters Score -1570604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1570612.375000 Penalty: 3101.131592
	Iteration 37Q: 3 clusters Score -1570612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1570618.250000 Penalty: 3101.131592
	Iteration 38Q: 3 clusters Score -1570618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1570621.750000 Penalty: 3101.131592
	Iteration 39Q: 3 clusters Score -1570622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1570623.375000 Penalty: 3101.131592
	Iteration 40F: 3 clusters Score -1570623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1570631.250000 Penalty: 3101.131592
	Iteration 41Q: 3 clusters Score -1570631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1570632.750000 Penalty: 3101.131592
	Iteration 42Q: 3 clusters Score -1570633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1570635.750000 Penalty: 3101.131592
	Iteration 43Q: 3 clusters Score -1570636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1570634.750000 Penalty: 3101.131592
	Iteration 44Q: 3 clusters Score -1570635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1570634.750000 Penalty: 3101.131592
	Iteration 45F: 3 clusters Score -1570635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Entering Unmasked Estep 
Score: -1105853.750000 Penalty: 1499.483521
	Iteration 0F: 2 clusters Score -1105854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1098663.500000 Penalty: 2998.967041
	Iteration 0F: 3 clusters Score -1098664 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1101057.375000 Penalty: 2998.967041
	Iteration 1F: 3 clusters Score -1101057 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1101271.625000 Penalty: 2998.967041
	Iteration 2F: 3 clusters Score -1101272 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1101428.500000 Penalty: 2998.967041
	Iteration 3Q: 3 clusters Score -1101428 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1101545.625000 Penalty: 2998.967041
	Iteration 4Q: 3 clusters Score -1101546 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1101619.125000 Penalty: 2998.967041
	Iteration 5Q: 3 clusters Score -1101619 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1101691.125000 Penalty: 2998.967041
	Iteration 6Q: 3 clusters Score -1101691 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1101765.500000 Penalty: 2998.967041
	Iteration 7Q: 3 clusters Score -1101766 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1101822.125000 Penalty: 2998.967041
	Iteration 8Q: 3 clusters Score -1101822 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1101876.625000 Penalty: 2998.967041
	Iteration 9Q: 3 clusters Score -1101877 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1101923.250000 Penalty: 2998.967041
	Iteration 10Q: 3 clusters Score -1101923 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1101974.750000 Penalty: 2998.967041
	Iteration 11Q: 3 clusters Score -1101975 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1102019.000000 Penalty: 2998.967041
	Iteration 12Q: 3 clusters Score -1102019 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1102082.000000 Penalty: 2998.967041
	Iteration 13Q: 3 clusters Score -1102082 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1102147.875000 Penalty: 2998.967041
	Iteration 14Q: 3 clusters Score -1102148 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1102210.875000 Penalty: 2998.967041
	Iteration 15Q: 3 clusters Score -1102211 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1102272.500000 Penalty: 2998.967041
	Iteration 16Q: 3 clusters Score -1102272 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1102343.375000 Penalty: 2998.967041
	Iteration 17Q: 3 clusters Score -1102343 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1102427.750000 Penalty: 2998.967041
	Iteration 18Q: 3 clusters Score -1102428 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1102529.375000 Penalty: 2998.967041
	Iteration 19Q: 3 clusters Score -1102529 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1102645.250000 Penalty: 2998.967041
	Iteration 20F: 3 clusters Score -1102645 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1102763.625000 Penalty: 2998.967041
	Iteration 21Q: 3 clusters Score -1102764 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1102877.125000 Penalty: 2998.967041
	Iteration 22Q: 3 clusters Score -1102877 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1102981.625000 Penalty: 2998.967041
	Iteration 23Q: 3 clusters Score -1102982 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1103071.250000 Penalty: 2998.967041
	Iteration 24Q: 3 clusters Score -1103071 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1103156.500000 Penalty: 2998.967041
	Iteration 25Q: 3 clusters Score -1103156 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1103226.125000 Penalty: 2998.967041
	Iteration 26Q: 3 clusters Score -1103226 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1103307.625000 Penalty: 2998.967041
	Iteration 27Q: 3 clusters Score -1103308 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1103394.625000 Penalty: 2998.967041
	Iteration 28Q: 3 clusters Score -1103395 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1103496.500000 Penalty: 2998.967041
	Iteration 29Q: 3 clusters Score -1103496 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1103632.375000 Penalty: 2998.967041
	Iteration 30Q: 3 clusters Score -1103632 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1103789.375000 Penalty: 2998.967041
	Iteration 31Q: 3 clusters Score -1103789 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1103927.125000 Penalty: 2998.967041
	Iteration 32Q: 3 clusters Score -1103927 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1104026.875000 Penalty: 2998.967041
	Iteration 33Q: 3 clusters Score -1104027 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1104126.625000 Penalty: 2998.967041
	Iteration 34Q: 3 clusters Score -1104127 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1104192.875000 Penalty: 2998.967041
	Iteration 35Q: 3 clusters Score -1104193 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1104236.250000 Penalty: 2998.967041
	Iteration 36Q: 3 clusters Score -1104236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1104277.375000 Penalty: 2998.967041
	Iteration 37Q: 3 clusters Score -1104277 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1104312.250000 Penalty: 2998.967041
	Iteration 38Q: 3 clusters Score -1104312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1104335.250000 Penalty: 2998.967041
	Iteration 39Q: 3 clusters Score -1104335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1104358.875000 Penalty: 2998.967041
	Iteration 40F: 3 clusters Score -1104359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1104373.750000 Penalty: 2998.967041
	Iteration 41Q: 3 clusters Score -1104374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1104392.500000 Penalty: 2998.967041
	Iteration 42Q: 3 clusters Score -1104392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1104400.875000 Penalty: 2998.967041
	Iteration 43Q: 3 clusters Score -1104401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1104407.250000 Penalty: 2998.967041
	Iteration 44Q: 3 clusters Score -1104407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1104418.500000 Penalty: 2998.967041
	Iteration 45Q: 3 clusters Score -1104418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1104426.375000 Penalty: 2998.967041
	Iteration 46Q: 3 clusters Score -1104426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1104440.875000 Penalty: 2998.967041
	Iteration 47Q: 3 clusters Score -1104441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1104446.750000 Penalty: 2998.967041
	Iteration 48Q: 3 clusters Score -1104447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1104457.125000 Penalty: 2998.967041
	Iteration 49Q: 3 clusters Score -1104457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1104465.250000 Penalty: 2998.967041
	Iteration 50Q: 3 clusters Score -1104465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1104465.000000 Penalty: 2998.967041
	Iteration 51Q: 3 clusters Score -1104465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1104467.375000 Penalty: 2998.967041
	Iteration 52Q: 3 clusters Score -1104467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1104469.500000 Penalty: 2998.967041
	Iteration 53Q: 3 clusters Score -1104470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1104472.250000 Penalty: 2998.967041
	Iteration 54Q: 3 clusters Score -1104472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1104473.375000 Penalty: 2998.967041
	Iteration 55Q: 3 clusters Score -1104473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1104472.625000 Penalty: 2998.967041
	Iteration 56Q: 3 clusters Score -1104473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1104473.500000 Penalty: 2998.967041
	Iteration 57Q: 3 clusters Score -1104474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1104475.250000 Penalty: 2998.967041
	Iteration 58Q: 3 clusters Score -1104475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1104475.875000 Penalty: 2998.967041
	Iteration 59Q: 3 clusters Score -1104476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1104476.625000 Penalty: 2998.967041
	Iteration 60F: 3 clusters Score -1104477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1104475.750000 Penalty: 2998.967041
	Iteration 61Q: 3 clusters Score -1104476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1104478.000000 Penalty: 2998.967041
	Iteration 62Q: 3 clusters Score -1104478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1104477.625000 Penalty: 2998.967041
	Iteration 63Q: 3 clusters Score -1104478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1104479.250000 Penalty: 2998.967041
	Iteration 64Q: 3 clusters Score -1104479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1104478.125000 Penalty: 2998.967041
	Iteration 65Q: 3 clusters Score -1104478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1104481.000000 Penalty: 2998.967041
	Iteration 66Q: 3 clusters Score -1104481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1104482.625000 Penalty: 2998.967041
	Iteration 67Q: 3 clusters Score -1104483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1104484.875000 Penalty: 2998.967041
	Iteration 68Q: 3 clusters Score -1104485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1104487.125000 Penalty: 2998.967041
	Iteration 69Q: 3 clusters Score -1104487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1104486.500000 Penalty: 2998.967041
	Iteration 70Q: 3 clusters Score -1104486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1104489.125000 Penalty: 2998.967041
	Iteration 71Q: 3 clusters Score -1104489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1104487.500000 Penalty: 2998.967041
	Iteration 72Q: 3 clusters Score -1104488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1104488.875000 Penalty: 2998.967041
	Iteration 73Q: 3 clusters Score -1104489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1104488.625000 Penalty: 2998.967041
	Iteration 74Q: 3 clusters Score -1104489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1104488.125000 Penalty: 2998.967041
	Iteration 75Q: 3 clusters Score -1104488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1104488.125000 Penalty: 2998.967041
	Iteration 76F: 3 clusters Score -1104488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Entering Unmasked Estep 
Score: -1068483.500000 Penalty: 1503.459473
	Iteration 0F: 2 clusters Score -1068484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1060995.125000 Penalty: 3006.918945
	Iteration 0F: 3 clusters Score -1060995 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1063556.125000 Penalty: 3006.918945
	Iteration 1F: 3 clusters Score -1063556 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1063990.875000 Penalty: 3006.918945
	Iteration 2F: 3 clusters Score -1063991 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1064358.625000 Penalty: 3006.918945
	Iteration 3F: 3 clusters Score -1064359 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1064660.500000 Penalty: 3006.918945
	Iteration 4F: 3 clusters Score -1064660 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1065006.250000 Penalty: 3006.918945
	Iteration 5F: 3 clusters Score -1065006 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1065427.875000 Penalty: 3006.918945
	Iteration 6F: 3 clusters Score -1065428 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1065899.625000 Penalty: 3006.918945
	Iteration 7F: 3 clusters Score -1065900 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1066341.500000 Penalty: 3006.918945
	Iteration 8F: 3 clusters Score -1066342 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1066686.875000 Penalty: 3006.918945
	Iteration 9Q: 3 clusters Score -1066687 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1066952.500000 Penalty: 3006.918945
	Iteration 10Q: 3 clusters Score -1066952 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1067109.375000 Penalty: 3006.918945
	Iteration 11Q: 3 clusters Score -1067109 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1067208.500000 Penalty: 3006.918945
	Iteration 12Q: 3 clusters Score -1067208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1067284.250000 Penalty: 3006.918945
	Iteration 13Q: 3 clusters Score -1067284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1067358.750000 Penalty: 3006.918945
	Iteration 14Q: 3 clusters Score -1067359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1067403.625000 Penalty: 3006.918945
	Iteration 15Q: 3 clusters Score -1067404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1067426.000000 Penalty: 3006.918945
	Iteration 16Q: 3 clusters Score -1067426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1067439.375000 Penalty: 3006.918945
	Iteration 17Q: 3 clusters Score -1067439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1067448.875000 Penalty: 3006.918945
	Iteration 18Q: 3 clusters Score -1067449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1067452.875000 Penalty: 3006.918945
	Iteration 19Q: 3 clusters Score -1067453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1067458.000000 Penalty: 3006.918945
	Iteration 20F: 3 clusters Score -1067458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1067459.250000 Penalty: 3006.918945
	Iteration 21Q: 3 clusters Score -1067459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1067462.250000 Penalty: 3006.918945
	Iteration 22Q: 3 clusters Score -1067462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1067461.500000 Penalty: 3006.918945
	Iteration 23Q: 3 clusters Score -1067462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1067462.875000 Penalty: 3006.918945
	Iteration 24Q: 3 clusters Score -1067463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1067461.625000 Penalty: 3006.918945
	Iteration 25Q: 3 clusters Score -1067462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1067462.875000 Penalty: 3006.918945
	Iteration 26Q: 3 clusters Score -1067463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1067462.875000 Penalty: 3006.918945
	Iteration 27F: 3 clusters Score -1067463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -405498.687500 Penalty: 1333.081421
	Iteration 0F: 2 clusters Score -405498.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -402360.062500 Penalty: 2666.162842
	Iteration 0F: 3 clusters Score -402360.1 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -403115.281250 Penalty: 2666.162842
	Iteration 1F: 3 clusters Score -403115.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -403257.406250 Penalty: 2666.162842
	Iteration 2F: 3 clusters Score -403257.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -403338.406250 Penalty: 2666.162842
	Iteration 3Q: 3 clusters Score -403338.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -403394.375000 Penalty: 2666.162842
	Iteration 4Q: 3 clusters Score -403394.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -403433.843750 Penalty: 2666.162842
	Iteration 5Q: 3 clusters Score -403433.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -403467.093750 Penalty: 2666.162842
	Iteration 6Q: 3 clusters Score -403467.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -403496.937500 Penalty: 2666.162842
	Iteration 7Q: 3 clusters Score -403496.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -403529.562500 Penalty: 2666.162842
	Iteration 8Q: 3 clusters Score -403529.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -403558.312500 Penalty: 2666.162842
	Iteration 9Q: 3 clusters Score -403558.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -403579.718750 Penalty: 2666.162842
	Iteration 10Q: 3 clusters Score -403579.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -403590.906250 Penalty: 2666.162842
	Iteration 11Q: 3 clusters Score -403590.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -403600.406250 Penalty: 2666.162842
	Iteration 12Q: 3 clusters Score -403600.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -403610.718750 Penalty: 2666.162842
	Iteration 13Q: 3 clusters Score -403610.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -403620.656250 Penalty: 2666.162842
	Iteration 14Q: 3 clusters Score -403620.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -403630.468750 Penalty: 2666.162842
	Iteration 15Q: 3 clusters Score -403630.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -403636.812500 Penalty: 2666.162842
	Iteration 16Q: 3 clusters Score -403636.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -403639.375000 Penalty: 2666.162842
	Iteration 17Q: 3 clusters Score -403639.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -403642.781250 Penalty: 2666.162842
	Iteration 18Q: 3 clusters Score -403642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -403645.250000 Penalty: 2666.162842
	Iteration 19Q: 3 clusters Score -403645.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -403649.656250 Penalty: 2666.162842
	Iteration 20F: 3 clusters Score -403649.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -403653.625000 Penalty: 2666.162842
	Iteration 21Q: 3 clusters Score -403653.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -403657.250000 Penalty: 2666.162842
	Iteration 22Q: 3 clusters Score -403657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -403661.687500 Penalty: 2666.162842
	Iteration 23Q: 3 clusters Score -403661.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -403666.593750 Penalty: 2666.162842
	Iteration 24Q: 3 clusters Score -403666.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -403673.062500 Penalty: 2666.162842
	Iteration 25Q: 3 clusters Score -403673.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -403676.968750 Penalty: 2666.162842
	Iteration 26Q: 3 clusters Score -403677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -403680.375000 Penalty: 2666.162842
	Iteration 27Q: 3 clusters Score -403680.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -403683.656250 Penalty: 2666.162842
	Iteration 28Q: 3 clusters Score -403683.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -403687.812500 Penalty: 2666.162842
	Iteration 29Q: 3 clusters Score -403687.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -403693.812500 Penalty: 2666.162842
	Iteration 30Q: 3 clusters Score -403693.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -403701.406250 Penalty: 2666.162842
	Iteration 31Q: 3 clusters Score -403701.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -403708.750000 Penalty: 2666.162842
	Iteration 32Q: 3 clusters Score -403708.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -403718.218750 Penalty: 2666.162842
	Iteration 33Q: 3 clusters Score -403718.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -403726.687500 Penalty: 2666.162842
	Iteration 34Q: 3 clusters Score -403726.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -403734.562500 Penalty: 2666.162842
	Iteration 35Q: 3 clusters Score -403734.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -403740.875000 Penalty: 2666.162842
	Iteration 36Q: 3 clusters Score -403740.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -403748.187500 Penalty: 2666.162842
	Iteration 37Q: 3 clusters Score -403748.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -403758.281250 Penalty: 2666.162842
	Iteration 38Q: 3 clusters Score -403758.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -403771.406250 Penalty: 2666.162842
	Iteration 39Q: 3 clusters Score -403771.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -403789.125000 Penalty: 2666.162842
	Iteration 40F: 3 clusters Score -403789.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -403803.812500 Penalty: 2666.162842
	Iteration 41Q: 3 clusters Score -403803.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -403816.031250 Penalty: 2666.162842
	Iteration 42Q: 3 clusters Score -403816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -403834.656250 Penalty: 2666.162842
	Iteration 43Q: 3 clusters Score -403834.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -403850.218750 Penalty: 2666.162842
	Iteration 44Q: 3 clusters Score -403850.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -403867.125000 Penalty: 2666.162842
	Iteration 45Q: 3 clusters Score -403867.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -403881.250000 Penalty: 2666.162842
	Iteration 46Q: 3 clusters Score -403881.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -403902.843750 Penalty: 2666.162842
	Iteration 47Q: 3 clusters Score -403902.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -403934.375000 Penalty: 2666.162842
	Iteration 48Q: 3 clusters Score -403934.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -403969.500000 Penalty: 2666.162842
	Iteration 49Q: 3 clusters Score -403969.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -404009.843750 Penalty: 2666.162842
	Iteration 50Q: 3 clusters Score -404009.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -404054.281250 Penalty: 2666.162842
	Iteration 51Q: 3 clusters Score -404054.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -404090.843750 Penalty: 2666.162842
	Iteration 52Q: 3 clusters Score -404090.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -404142.531250 Penalty: 2666.162842
	Iteration 53Q: 3 clusters Score -404142.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -404190.781250 Penalty: 2666.162842
	Iteration 54Q: 3 clusters Score -404190.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -404227.437500 Penalty: 2666.162842
	Iteration 55Q: 3 clusters Score -404227.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -404250.687500 Penalty: 2666.162842
	Iteration 56Q: 3 clusters Score -404250.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -404264.281250 Penalty: 2666.162842
	Iteration 57Q: 3 clusters Score -404264.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -404279.031250 Penalty: 2666.162842
	Iteration 58Q: 3 clusters Score -404279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -404289.437500 Penalty: 2666.162842
	Iteration 59Q: 3 clusters Score -404289.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -404299.125000 Penalty: 2666.162842
	Iteration 60F: 3 clusters Score -404299.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -404305.875000 Penalty: 2666.162842
	Iteration 61Q: 3 clusters Score -404305.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -404311.468750 Penalty: 2666.162842
	Iteration 62Q: 3 clusters Score -404311.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -404316.437500 Penalty: 2666.162842
	Iteration 63Q: 3 clusters Score -404316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -404319.187500 Penalty: 2666.162842
	Iteration 64Q: 3 clusters Score -404319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -404319.375000 Penalty: 2666.162842
	Iteration 65Q: 3 clusters Score -404319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -404319.531250 Penalty: 2666.162842
	Iteration 66Q: 3 clusters Score -404319.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -404321.343750 Penalty: 2666.162842
	Iteration 67Q: 3 clusters Score -404321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -404322.250000 Penalty: 2666.162842
	Iteration 68Q: 3 clusters Score -404322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -404323.187500 Penalty: 2666.162842
	Iteration 69Q: 3 clusters Score -404323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -404323.187500 Penalty: 2666.162842
	Iteration 70F: 3 clusters Score -404323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -39309.238281 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -39309.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38431.648438 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -38431.65 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38773.871094 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -38773.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38869.726562 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -38869.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38905.628906 Penalty: 1984.782349
	Iteration 3Q: 3 clusters Score -38905.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38922.074219 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -38922.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38946.402344 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -38946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38963.675781 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -38963.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38972.523438 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -38972.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38975.628906 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -38975.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38976.625000 Penalty: 1984.782349
	Iteration 9Q: 3 clusters Score -38976.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38976.625000 Penalty: 1984.782349
	Iteration 10F: 3 clusters Score -38976.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (175175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175175 members 
Entering Unmasked Estep 
Score: -19211178.000000 Penalty: 1961.950317
	Iteration 0F: 2 clusters Score -1.921118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -19109608.000000 Penalty: 3923.900635
	Iteration 0F: 3 clusters Score -1.910961e+07 nChanged 84939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -19159426.000000 Penalty: 3923.900635
	Iteration 1F: 3 clusters Score -1.915943e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -19160662.000000 Penalty: 3923.900635
	Iteration 2Q: 3 clusters Score -1.916066e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -19162032.000000 Penalty: 3923.900635
	Iteration 3Q: 3 clusters Score -1.916203e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -19164014.000000 Penalty: 3923.900635
	Iteration 4Q: 3 clusters Score -1.916401e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 77174 members 
Entering Unmasked Estep 
Score: -19166814.000000 Penalty: 3923.900635
	Iteration 5Q: 3 clusters Score -1.916681e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99775 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -19170590.000000 Penalty: 3923.900635
	Iteration 6F: 3 clusters Score -1.917059e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -19175742.000000 Penalty: 3923.900635
	Iteration 7F: 3 clusters Score -1.917574e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -19181456.000000 Penalty: 3923.900635
	Iteration 8F: 3 clusters Score -1.918146e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -19187010.000000 Penalty: 3923.900635
	Iteration 9F: 3 clusters Score -1.918701e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -19191188.000000 Penalty: 3923.900635
	Iteration 10F: 3 clusters Score -1.919119e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 80211 members 
Entering Unmasked Estep 
Score: -19193570.000000 Penalty: 3923.900635
	Iteration 11Q: 3 clusters Score -1.919357e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -19194886.000000 Penalty: 3923.900635
	Iteration 12Q: 3 clusters Score -1.919489e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -19195326.000000 Penalty: 3923.900635
	Iteration 13Q: 3 clusters Score -1.919533e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86382 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -19195450.000000 Penalty: 3923.900635
	Iteration 14Q: 3 clusters Score -1.919545e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82619 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -19195400.000000 Penalty: 3923.900635
	Iteration 15Q: 3 clusters Score -1.91954e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -19194830.000000 Penalty: 3923.900635
	Iteration 16Q: 3 clusters Score -1.919483e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -19194100.000000 Penalty: 3923.900635
	Iteration 17Q: 3 clusters Score -1.91941e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -19193658.000000 Penalty: 3923.900635
	Iteration 18F: 3 clusters Score -1.919366e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 125930 members 
Entering Unmasked Estep 
Score: -19194612.000000 Penalty: 3923.900635
	Iteration 19F: 3 clusters Score -1.919461e+07 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 137576 members 
Entering Unmasked Estep 
Score: -19196732.000000 Penalty: 3923.900635
	Iteration 20F: 3 clusters Score -1.919673e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 148452 members 
Entering Unmasked Estep 
Score: -19200220.000000 Penalty: 3923.900635
	Iteration 21F: 3 clusters Score -1.920022e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 157516 members 
Entering Unmasked Estep 
Score: -19203458.000000 Penalty: 3923.900635
	Iteration 22F: 3 clusters Score -1.920346e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 164448 members 
Entering Unmasked Estep 
Score: -19206422.000000 Penalty: 3923.900635
	Iteration 23Q: 3 clusters Score -1.920642e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 169166 members 
Entering Unmasked Estep 
Score: -19208176.000000 Penalty: 3923.900635
	Iteration 24Q: 3 clusters Score -1.920818e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 171908 members 
Entering Unmasked Estep 
Score: -19209034.000000 Penalty: 3923.900635
	Iteration 25Q: 3 clusters Score -1.920903e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 173423 members 
Entering Unmasked Estep 
Score: -19209362.000000 Penalty: 3923.900635
	Iteration 26Q: 3 clusters Score -1.920936e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -19209482.000000 Penalty: 3923.900635
	Iteration 27Q: 3 clusters Score -1.920948e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 174470 members 
Entering Unmasked Estep 
Score: -19209550.000000 Penalty: 3923.900635
	Iteration 28Q: 3 clusters Score -1.920955e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 174631 members 
Entering Unmasked Estep 
Score: -19209574.000000 Penalty: 3923.900635
	Iteration 29Q: 3 clusters Score -1.920957e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 174710 members 
Entering Unmasked Estep 
Score: -19209612.000000 Penalty: 3923.900635
	Iteration 30Q: 3 clusters Score -1.920961e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 174746 members 
Entering Unmasked Estep 
Score: -19209624.000000 Penalty: 3923.900635
	Iteration 31Q: 3 clusters Score -1.920962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 174766 members 
Entering Unmasked Estep 
Score: -19209620.000000 Penalty: 3923.900635
	Iteration 32Q: 3 clusters Score -1.920962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 174786 members 
Entering Unmasked Estep 
Score: -19209638.000000 Penalty: 3923.900635
	Iteration 33Q: 3 clusters Score -1.920964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 174801 members 
Entering Unmasked Estep 
Score: -19209634.000000 Penalty: 3923.900635
	Iteration 34Q: 3 clusters Score -1.920963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 174810 members 
Entering Unmasked Estep 
Score: -19209622.000000 Penalty: 3923.900635
	Iteration 35Q: 3 clusters Score -1.920962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 174823 members 
Entering Unmasked Estep 
Score: -19209636.000000 Penalty: 3923.900635
	Iteration 36Q: 3 clusters Score -1.920964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 174831 members 
Entering Unmasked Estep 
Score: -19209626.000000 Penalty: 3923.900635
	Iteration 37Q: 3 clusters Score -1.920963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 174833 members 
Entering Unmasked Estep 
Score: -19209628.000000 Penalty: 3923.900635
	Iteration 38Q: 3 clusters Score -1.920963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 174834 members 
Entering Unmasked Estep 
Score: -19209630.000000 Penalty: 3923.900635
	Iteration 39Q: 3 clusters Score -1.920963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 174834 members 
Entering Unmasked Estep 
Score: -19209630.000000 Penalty: 3923.900635
	Iteration 40F: 3 clusters Score -1.920963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Entering Unmasked Estep 
Score: -1464992.750000 Penalty: 1538.713379
	Iteration 0F: 2 clusters Score -1464993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1455941.000000 Penalty: 3077.426758
	Iteration 0F: 3 clusters Score -1455941 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1458966.000000 Penalty: 3077.426758
	Iteration 1F: 3 clusters Score -1458966 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1459242.375000 Penalty: 3077.426758
	Iteration 2F: 3 clusters Score -1459242 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1459505.500000 Penalty: 3077.426758
	Iteration 3Q: 3 clusters Score -1459506 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1459809.750000 Penalty: 3077.426758
	Iteration 4Q: 3 clusters Score -1459810 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1460201.250000 Penalty: 3077.426758
	Iteration 5F: 3 clusters Score -1460201 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1460794.375000 Penalty: 3077.426758
	Iteration 6F: 3 clusters Score -1460794 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1461594.750000 Penalty: 3077.426758
	Iteration 7F: 3 clusters Score -1461595 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1462492.250000 Penalty: 3077.426758
	Iteration 8F: 3 clusters Score -1462492 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1463222.625000 Penalty: 3077.426758
	Iteration 9F: 3 clusters Score -1463223 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1463724.875000 Penalty: 3077.426758
	Iteration 10Q: 3 clusters Score -1463725 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1463991.875000 Penalty: 3077.426758
	Iteration 11Q: 3 clusters Score -1463992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1464143.500000 Penalty: 3077.426758
	Iteration 12Q: 3 clusters Score -1464144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1464234.250000 Penalty: 3077.426758
	Iteration 13Q: 3 clusters Score -1464234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1464287.000000 Penalty: 3077.426758
	Iteration 14Q: 3 clusters Score -1464287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1464304.250000 Penalty: 3077.426758
	Iteration 15Q: 3 clusters Score -1464304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1464319.500000 Penalty: 3077.426758
	Iteration 16Q: 3 clusters Score -1464320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1464328.000000 Penalty: 3077.426758
	Iteration 17Q: 3 clusters Score -1464328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1464332.750000 Penalty: 3077.426758
	Iteration 18Q: 3 clusters Score -1464333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1464334.250000 Penalty: 3077.426758
	Iteration 19Q: 3 clusters Score -1464334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1464336.375000 Penalty: 3077.426758
	Iteration 20F: 3 clusters Score -1464336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1464338.375000 Penalty: 3077.426758
	Iteration 21Q: 3 clusters Score -1464338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1464336.500000 Penalty: 3077.426758
	Iteration 22Q: 3 clusters Score -1464336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1464338.750000 Penalty: 3077.426758
	Iteration 23Q: 3 clusters Score -1464339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1464338.875000 Penalty: 3077.426758
	Iteration 24Q: 3 clusters Score -1464339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1464339.250000 Penalty: 3077.426758
	Iteration 25Q: 3 clusters Score -1464339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1464340.000000 Penalty: 3077.426758
	Iteration 26Q: 3 clusters Score -1464340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1464341.125000 Penalty: 3077.426758
	Iteration 27Q: 3 clusters Score -1464341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1464341.125000 Penalty: 3077.426758
	Iteration 28F: 3 clusters Score -1464341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -411226.812500 Penalty: 1335.815430
	Iteration 0F: 2 clusters Score -411226.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -408057.125000 Penalty: 2671.630859
	Iteration 0F: 3 clusters Score -408057.1 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -408872.906250 Penalty: 2671.630859
	Iteration 1F: 3 clusters Score -408872.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -409021.593750 Penalty: 2671.630859
	Iteration 2F: 3 clusters Score -409021.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -409130.656250 Penalty: 2671.630859
	Iteration 3F: 3 clusters Score -409130.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -409220.968750 Penalty: 2671.630859
	Iteration 4Q: 3 clusters Score -409221 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -409303.625000 Penalty: 2671.630859
	Iteration 5Q: 3 clusters Score -409303.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -409372.562500 Penalty: 2671.630859
	Iteration 6Q: 3 clusters Score -409372.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -409435.531250 Penalty: 2671.630859
	Iteration 7Q: 3 clusters Score -409435.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -409491.437500 Penalty: 2671.630859
	Iteration 8Q: 3 clusters Score -409491.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -409536.000000 Penalty: 2671.630859
	Iteration 9Q: 3 clusters Score -409536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -409571.437500 Penalty: 2671.630859
	Iteration 10Q: 3 clusters Score -409571.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -409605.187500 Penalty: 2671.630859
	Iteration 11Q: 3 clusters Score -409605.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -409646.375000 Penalty: 2671.630859
	Iteration 12Q: 3 clusters Score -409646.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -409675.781250 Penalty: 2671.630859
	Iteration 13Q: 3 clusters Score -409675.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -409710.687500 Penalty: 2671.630859
	Iteration 14Q: 3 clusters Score -409710.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -409755.187500 Penalty: 2671.630859
	Iteration 15Q: 3 clusters Score -409755.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -409806.062500 Penalty: 2671.630859
	Iteration 16Q: 3 clusters Score -409806.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -409858.343750 Penalty: 2671.630859
	Iteration 17Q: 3 clusters Score -409858.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -409923.218750 Penalty: 2671.630859
	Iteration 18Q: 3 clusters Score -409923.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -409967.687500 Penalty: 2671.630859
	Iteration 19Q: 3 clusters Score -409967.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -410002.687500 Penalty: 2671.630859
	Iteration 20F: 3 clusters Score -410002.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -410034.375000 Penalty: 2671.630859
	Iteration 21Q: 3 clusters Score -410034.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -410054.000000 Penalty: 2671.630859
	Iteration 22Q: 3 clusters Score -410054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -410065.937500 Penalty: 2671.630859
	Iteration 23Q: 3 clusters Score -410065.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -410074.031250 Penalty: 2671.630859
	Iteration 24Q: 3 clusters Score -410074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -410081.531250 Penalty: 2671.630859
	Iteration 25Q: 3 clusters Score -410081.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -410093.406250 Penalty: 2671.630859
	Iteration 26Q: 3 clusters Score -410093.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -410101.718750 Penalty: 2671.630859
	Iteration 27Q: 3 clusters Score -410101.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -410107.843750 Penalty: 2671.630859
	Iteration 28Q: 3 clusters Score -410107.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -410112.000000 Penalty: 2671.630859
	Iteration 29Q: 3 clusters Score -410112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -410119.875000 Penalty: 2671.630859
	Iteration 30Q: 3 clusters Score -410119.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -410127.625000 Penalty: 2671.630859
	Iteration 31Q: 3 clusters Score -410127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -410132.718750 Penalty: 2671.630859
	Iteration 32Q: 3 clusters Score -410132.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -410139.531250 Penalty: 2671.630859
	Iteration 33Q: 3 clusters Score -410139.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -410150.125000 Penalty: 2671.630859
	Iteration 34Q: 3 clusters Score -410150.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -410160.187500 Penalty: 2671.630859
	Iteration 35Q: 3 clusters Score -410160.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -410169.843750 Penalty: 2671.630859
	Iteration 36Q: 3 clusters Score -410169.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -410177.406250 Penalty: 2671.630859
	Iteration 37Q: 3 clusters Score -410177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -410181.562500 Penalty: 2671.630859
	Iteration 38Q: 3 clusters Score -410181.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -410185.250000 Penalty: 2671.630859
	Iteration 39Q: 3 clusters Score -410185.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -410190.625000 Penalty: 2671.630859
	Iteration 40F: 3 clusters Score -410190.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -410194.656250 Penalty: 2671.630859
	Iteration 41Q: 3 clusters Score -410194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -410196.937500 Penalty: 2671.630859
	Iteration 42Q: 3 clusters Score -410196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -410198.437500 Penalty: 2671.630859
	Iteration 43Q: 3 clusters Score -410198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -410199.718750 Penalty: 2671.630859
	Iteration 44Q: 3 clusters Score -410199.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -410199.875000 Penalty: 2671.630859
	Iteration 45Q: 3 clusters Score -410199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -410200.562500 Penalty: 2671.630859
	Iteration 46Q: 3 clusters Score -410200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -410201.687500 Penalty: 2671.630859
	Iteration 47Q: 3 clusters Score -410201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -410201.687500 Penalty: 2671.630859
	Iteration 48F: 3 clusters Score -410201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -379287.687500 Penalty: 1321.850952
	Iteration 0F: 2 clusters Score -379287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -376323.062500 Penalty: 2643.701904
	Iteration 0F: 3 clusters Score -376323.1 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -377217.500000 Penalty: 2643.701904
	Iteration 1F: 3 clusters Score -377217.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -377425.750000 Penalty: 2643.701904
	Iteration 2F: 3 clusters Score -377425.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -377560.562500 Penalty: 2643.701904
	Iteration 3F: 3 clusters Score -377560.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -377649.218750 Penalty: 2643.701904
	Iteration 4Q: 3 clusters Score -377649.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -377728.968750 Penalty: 2643.701904
	Iteration 5Q: 3 clusters Score -377729 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -377778.687500 Penalty: 2643.701904
	Iteration 6Q: 3 clusters Score -377778.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -377821.750000 Penalty: 2643.701904
	Iteration 7Q: 3 clusters Score -377821.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -377861.500000 Penalty: 2643.701904
	Iteration 8Q: 3 clusters Score -377861.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -377902.937500 Penalty: 2643.701904
	Iteration 9Q: 3 clusters Score -377902.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -377946.000000 Penalty: 2643.701904
	Iteration 10Q: 3 clusters Score -377946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -377998.812500 Penalty: 2643.701904
	Iteration 11Q: 3 clusters Score -377998.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -378074.187500 Penalty: 2643.701904
	Iteration 12Q: 3 clusters Score -378074.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -378135.968750 Penalty: 2643.701904
	Iteration 13Q: 3 clusters Score -378136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -378188.031250 Penalty: 2643.701904
	Iteration 14Q: 3 clusters Score -378188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -378237.687500 Penalty: 2643.701904
	Iteration 15Q: 3 clusters Score -378237.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -378284.906250 Penalty: 2643.701904
	Iteration 16Q: 3 clusters Score -378284.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -378318.062500 Penalty: 2643.701904
	Iteration 17Q: 3 clusters Score -378318.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -378344.312500 Penalty: 2643.701904
	Iteration 18Q: 3 clusters Score -378344.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -378361.312500 Penalty: 2643.701904
	Iteration 19Q: 3 clusters Score -378361.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -378373.343750 Penalty: 2643.701904
	Iteration 20F: 3 clusters Score -378373.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -378384.031250 Penalty: 2643.701904
	Iteration 21Q: 3 clusters Score -378384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -378388.375000 Penalty: 2643.701904
	Iteration 22Q: 3 clusters Score -378388.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -378393.000000 Penalty: 2643.701904
	Iteration 23Q: 3 clusters Score -378393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -378394.187500 Penalty: 2643.701904
	Iteration 24Q: 3 clusters Score -378394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -378394.687500 Penalty: 2643.701904
	Iteration 25Q: 3 clusters Score -378394.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -378394.687500 Penalty: 2643.701904
	Iteration 26F: 3 clusters Score -378394.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Entering Unmasked Estep 
Score: -4668073.500000 Penalty: 1728.506104
	Iteration 0F: 2 clusters Score -4668074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4639897.000000 Penalty: 3457.012207
	Iteration 0F: 3 clusters Score -4639897 nChanged 19636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4651082.000000 Penalty: 3457.012207
	Iteration 1F: 3 clusters Score -4651082 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4651498.500000 Penalty: 3457.012207
	Iteration 2Q: 3 clusters Score -4651498 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4652001.000000 Penalty: 3457.012207
	Iteration 3Q: 3 clusters Score -4652001 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4652535.500000 Penalty: 3457.012207
	Iteration 4Q: 3 clusters Score -4652536 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4653221.500000 Penalty: 3457.012207
	Iteration 5Q: 3 clusters Score -4653222 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4654143.500000 Penalty: 3457.012207
	Iteration 6Q: 3 clusters Score -4654144 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -4655419.000000 Penalty: 3457.012207
	Iteration 7F: 3 clusters Score -4655419 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4656971.500000 Penalty: 3457.012207
	Iteration 8F: 3 clusters Score -4656972 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -4658641.500000 Penalty: 3457.012207
	Iteration 9F: 3 clusters Score -4658642 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4660122.000000 Penalty: 3457.012207
	Iteration 10F: 3 clusters Score -4660122 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -4661291.000000 Penalty: 3457.012207
	Iteration 11Q: 3 clusters Score -4661291 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4662094.000000 Penalty: 3457.012207
	Iteration 12Q: 3 clusters Score -4662094 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4662760.000000 Penalty: 3457.012207
	Iteration 13Q: 3 clusters Score -4662760 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -4663289.500000 Penalty: 3457.012207
	Iteration 14Q: 3 clusters Score -4663290 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4663798.000000 Penalty: 3457.012207
	Iteration 15Q: 3 clusters Score -4663798 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4664260.500000 Penalty: 3457.012207
	Iteration 16Q: 3 clusters Score -4664260 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4664694.000000 Penalty: 3457.012207
	Iteration 17Q: 3 clusters Score -4664694 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4665089.500000 Penalty: 3457.012207
	Iteration 18Q: 3 clusters Score -4665090 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4665408.000000 Penalty: 3457.012207
	Iteration 19Q: 3 clusters Score -4665408 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4665699.000000 Penalty: 3457.012207
	Iteration 20F: 3 clusters Score -4665699 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4665906.500000 Penalty: 3457.012207
	Iteration 21Q: 3 clusters Score -4665906 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4666060.000000 Penalty: 3457.012207
	Iteration 22Q: 3 clusters Score -4666060 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4666171.500000 Penalty: 3457.012207
	Iteration 23Q: 3 clusters Score -4666172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4666276.500000 Penalty: 3457.012207
	Iteration 24Q: 3 clusters Score -4666276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4666388.000000 Penalty: 3457.012207
	Iteration 25Q: 3 clusters Score -4666388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4666450.500000 Penalty: 3457.012207
	Iteration 26Q: 3 clusters Score -4666450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4666503.000000 Penalty: 3457.012207
	Iteration 27Q: 3 clusters Score -4666503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4666551.000000 Penalty: 3457.012207
	Iteration 28Q: 3 clusters Score -4666551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4666581.000000 Penalty: 3457.012207
	Iteration 29Q: 3 clusters Score -4666581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4666598.000000 Penalty: 3457.012207
	Iteration 30Q: 3 clusters Score -4666598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4666609.000000 Penalty: 3457.012207
	Iteration 31Q: 3 clusters Score -4666609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4666613.000000 Penalty: 3457.012207
	Iteration 32Q: 3 clusters Score -4666613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4666625.000000 Penalty: 3457.012207
	Iteration 33Q: 3 clusters Score -4666625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4666626.500000 Penalty: 3457.012207
	Iteration 34Q: 3 clusters Score -4666626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4666629.500000 Penalty: 3457.012207
	Iteration 35Q: 3 clusters Score -4666630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4666636.000000 Penalty: 3457.012207
	Iteration 36Q: 3 clusters Score -4666636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4666643.000000 Penalty: 3457.012207
	Iteration 37Q: 3 clusters Score -4666643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4666645.500000 Penalty: 3457.012207
	Iteration 38Q: 3 clusters Score -4666646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4666655.500000 Penalty: 3457.012207
	Iteration 39Q: 3 clusters Score -4666656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4666653.000000 Penalty: 3457.012207
	Iteration 40F: 3 clusters Score -4666653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4666659.500000 Penalty: 3457.012207
	Iteration 41Q: 3 clusters Score -4666660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4666660.500000 Penalty: 3457.012207
	Iteration 42Q: 3 clusters Score -4666660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4666659.000000 Penalty: 3457.012207
	Iteration 43Q: 3 clusters Score -4666659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4666662.000000 Penalty: 3457.012207
	Iteration 44Q: 3 clusters Score -4666662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4666665.500000 Penalty: 3457.012207
	Iteration 45Q: 3 clusters Score -4666666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4666662.000000 Penalty: 3457.012207
	Iteration 46Q: 3 clusters Score -4666662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4666665.000000 Penalty: 3457.012207
	Iteration 47Q: 3 clusters Score -4666665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4666667.500000 Penalty: 3457.012207
	Iteration 48Q: 3 clusters Score -4666668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4666668.500000 Penalty: 3457.012207
	Iteration 49Q: 3 clusters Score -4666668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4666667.500000 Penalty: 3457.012207
	Iteration 50Q: 3 clusters Score -4666668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4666667.500000 Penalty: 3457.012207
	Iteration 51F: 3 clusters Score -4666668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Entering Unmasked Estep 
Score: -2568087.000000 Penalty: 1636.322876
	Iteration 0F: 2 clusters Score -2568087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2552264.500000 Penalty: 3272.645752
	Iteration 0F: 3 clusters Score -2552264 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2558167.750000 Penalty: 3272.645752
	Iteration 1F: 3 clusters Score -2558168 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2558723.500000 Penalty: 3272.645752
	Iteration 2F: 3 clusters Score -2558724 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2559352.250000 Penalty: 3272.645752
	Iteration 3F: 3 clusters Score -2559352 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2560177.250000 Penalty: 3272.645752
	Iteration 4F: 3 clusters Score -2560177 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2561385.500000 Penalty: 3272.645752
	Iteration 5F: 3 clusters Score -2561386 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2562923.750000 Penalty: 3272.645752
	Iteration 6F: 3 clusters Score -2562924 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2564468.500000 Penalty: 3272.645752
	Iteration 7F: 3 clusters Score -2564468 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2565600.500000 Penalty: 3272.645752
	Iteration 8F: 3 clusters Score -2565600 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2566199.000000 Penalty: 3272.645752
	Iteration 9Q: 3 clusters Score -2566199 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2566436.250000 Penalty: 3272.645752
	Iteration 10Q: 3 clusters Score -2566436 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2566552.250000 Penalty: 3272.645752
	Iteration 11Q: 3 clusters Score -2566552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2566607.250000 Penalty: 3272.645752
	Iteration 12Q: 3 clusters Score -2566607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2566656.000000 Penalty: 3272.645752
	Iteration 13Q: 3 clusters Score -2566656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2566681.000000 Penalty: 3272.645752
	Iteration 14Q: 3 clusters Score -2566681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2566694.250000 Penalty: 3272.645752
	Iteration 15Q: 3 clusters Score -2566694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2566705.000000 Penalty: 3272.645752
	Iteration 16Q: 3 clusters Score -2566705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2566708.500000 Penalty: 3272.645752
	Iteration 17Q: 3 clusters Score -2566708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2566715.500000 Penalty: 3272.645752
	Iteration 18Q: 3 clusters Score -2566716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2566718.500000 Penalty: 3272.645752
	Iteration 19Q: 3 clusters Score -2566718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2566722.000000 Penalty: 3272.645752
	Iteration 20F: 3 clusters Score -2566722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2566722.500000 Penalty: 3272.645752
	Iteration 21Q: 3 clusters Score -2566722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2566722.500000 Penalty: 3272.645752
	Iteration 22F: 3 clusters Score -2566722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Entering Unmasked Estep 
Score: -673037.375000 Penalty: 1421.960205
	Iteration 0F: 2 clusters Score -673037.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -668246.250000 Penalty: 2843.920410
	Iteration 0F: 3 clusters Score -668246.2 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -669926.312500 Penalty: 2843.920410
	Iteration 1F: 3 clusters Score -669926.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -670434.312500 Penalty: 2843.920410
	Iteration 2F: 3 clusters Score -670434.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -670908.562500 Penalty: 2843.920410
	Iteration 3F: 3 clusters Score -670908.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -671349.187500 Penalty: 2843.920410
	Iteration 4F: 3 clusters Score -671349.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -671675.687500 Penalty: 2843.920410
	Iteration 5F: 3 clusters Score -671675.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -671904.250000 Penalty: 2843.920410
	Iteration 6Q: 3 clusters Score -671904.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -672113.437500 Penalty: 2843.920410
	Iteration 7Q: 3 clusters Score -672113.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -672305.187500 Penalty: 2843.920410
	Iteration 8Q: 3 clusters Score -672305.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -672447.437500 Penalty: 2843.920410
	Iteration 9Q: 3 clusters Score -672447.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -672547.750000 Penalty: 2843.920410
	Iteration 10Q: 3 clusters Score -672547.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -672619.250000 Penalty: 2843.920410
	Iteration 11Q: 3 clusters Score -672619.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -672668.562500 Penalty: 2843.920410
	Iteration 12Q: 3 clusters Score -672668.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -672710.937500 Penalty: 2843.920410
	Iteration 13Q: 3 clusters Score -672710.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -672746.562500 Penalty: 2843.920410
	Iteration 14Q: 3 clusters Score -672746.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -672769.625000 Penalty: 2843.920410
	Iteration 15Q: 3 clusters Score -672769.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -672785.375000 Penalty: 2843.920410
	Iteration 16Q: 3 clusters Score -672785.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -672791.250000 Penalty: 2843.920410
	Iteration 17Q: 3 clusters Score -672791.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -672794.125000 Penalty: 2843.920410
	Iteration 18Q: 3 clusters Score -672794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -672796.125000 Penalty: 2843.920410
	Iteration 19Q: 3 clusters Score -672796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -672804.125000 Penalty: 2843.920410
	Iteration 20F: 3 clusters Score -672804.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -672811.437500 Penalty: 2843.920410
	Iteration 21Q: 3 clusters Score -672811.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -672815.125000 Penalty: 2843.920410
	Iteration 22Q: 3 clusters Score -672815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -672814.000000 Penalty: 2843.920410
	Iteration 23Q: 3 clusters Score -672814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -672815.125000 Penalty: 2843.920410
	Iteration 24Q: 3 clusters Score -672815.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -672817.937500 Penalty: 2843.920410
	Iteration 25Q: 3 clusters Score -672817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -672819.562500 Penalty: 2843.920410
	Iteration 26Q: 3 clusters Score -672819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -672821.250000 Penalty: 2843.920410
	Iteration 27Q: 3 clusters Score -672821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -672823.750000 Penalty: 2843.920410
	Iteration 28Q: 3 clusters Score -672823.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -672828.562500 Penalty: 2843.920410
	Iteration 29Q: 3 clusters Score -672828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -672830.000000 Penalty: 2843.920410
	Iteration 30Q: 3 clusters Score -672830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -672831.187500 Penalty: 2843.920410
	Iteration 31Q: 3 clusters Score -672831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -672831.062500 Penalty: 2843.920410
	Iteration 32Q: 3 clusters Score -672831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -672832.437500 Penalty: 2843.920410
	Iteration 33Q: 3 clusters Score -672832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -672832.562500 Penalty: 2843.920410
	Iteration 34Q: 3 clusters Score -672832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -672834.250000 Penalty: 2843.920410
	Iteration 35Q: 3 clusters Score -672834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -672836.937500 Penalty: 2843.920410
	Iteration 36Q: 3 clusters Score -672836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -672837.500000 Penalty: 2843.920410
	Iteration 37Q: 3 clusters Score -672837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -672839.437500 Penalty: 2843.920410
	Iteration 38Q: 3 clusters Score -672839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -672841.625000 Penalty: 2843.920410
	Iteration 39Q: 3 clusters Score -672841.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -672846.437500 Penalty: 2843.920410
	Iteration 40F: 3 clusters Score -672846.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -672848.687500 Penalty: 2843.920410
	Iteration 41Q: 3 clusters Score -672848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -672850.625000 Penalty: 2843.920410
	Iteration 42Q: 3 clusters Score -672850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -672851.062500 Penalty: 2843.920410
	Iteration 43Q: 3 clusters Score -672851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -672854.000000 Penalty: 2843.920410
	Iteration 44Q: 3 clusters Score -672854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -672855.125000 Penalty: 2843.920410
	Iteration 45Q: 3 clusters Score -672855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -672857.500000 Penalty: 2843.920410
	Iteration 46Q: 3 clusters Score -672857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -672857.750000 Penalty: 2843.920410
	Iteration 47Q: 3 clusters Score -672857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -672859.187500 Penalty: 2843.920410
	Iteration 48Q: 3 clusters Score -672859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -672861.187500 Penalty: 2843.920410
	Iteration 49Q: 3 clusters Score -672861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -672861.187500 Penalty: 2843.920410
	Iteration 50F: 3 clusters Score -672861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -61235.070312 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -61235.07 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 293 members 
Entering Unmasked Estep 
Score: -60126.492188 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -60126.49 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60356.449219 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -60356.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60422.742188 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -60422.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60455.875000 Penalty: 2069.660645
	Iteration 3Q: 3 clusters Score -60455.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60482.375000 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -60482.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60509.390625 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -60509.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60525.972656 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -60525.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60536.210938 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -60536.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60540.050781 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -60540.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60540.050781 Penalty: 2069.660645
	Iteration 9F: 3 clusters Score -60540.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 35565 members 
Mstep: Class 3 contains 18373 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 9 contains 4388 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10174 members 
Mstep: Class 12 contains 10426 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175175 members 
Mstep: Class 16 contains 12952 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 41646 members 
Mstep: Class 20 contains 23616 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701144.000000 Penalty: 43896.656250
Iteration 119Q: 22 clusters Score -4.170114e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 35541 members 
Mstep: Class 3 contains 18363 members 
Mstep: Class 4 contains 5206 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 9 contains 4392 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 11 contains 10213 members 
Mstep: Class 12 contains 10374 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175173 members 
Mstep: Class 16 contains 12952 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 41654 members 
Mstep: Class 20 contains 23680 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701212.000000 Penalty: 43896.656250
Iteration 120F: 22 clusters Score -4.170121e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 35524 members 
Mstep: Class 3 contains 18353 members 
Mstep: Class 4 contains 5186 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 9 contains 4396 members 
Mstep: Class 10 contains 13923 members 
Mstep: Class 11 contains 10252 members 
Mstep: Class 12 contains 10310 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175163 members 
Mstep: Class 16 contains 12951 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 41662 members 
Mstep: Class 20 contains 23758 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701276.000000 Penalty: 43896.656250
Iteration 121Q: 22 clusters Score -4.170128e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 35516 members 
Mstep: Class 3 contains 18341 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 9 contains 4401 members 
Mstep: Class 10 contains 13920 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 10268 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175145 members 
Mstep: Class 16 contains 12946 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 41670 members 
Mstep: Class 20 contains 23832 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701308.000000 Penalty: 43896.656250
Iteration 122Q: 22 clusters Score -4.170131e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 35500 members 
Mstep: Class 3 contains 18333 members 
Mstep: Class 4 contains 5124 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 13920 members 
Mstep: Class 11 contains 10331 members 
Mstep: Class 12 contains 10217 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175135 members 
Mstep: Class 16 contains 12944 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41677 members 
Mstep: Class 20 contains 23902 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701252.000000 Penalty: 43896.656250
Iteration 123Q: 22 clusters Score -4.170125e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 35481 members 
Mstep: Class 3 contains 18329 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 13920 members 
Mstep: Class 11 contains 10381 members 
Mstep: Class 12 contains 10164 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175109 members 
Mstep: Class 16 contains 12942 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41684 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701216.000000 Penalty: 43896.656250
Iteration 124Q: 22 clusters Score -4.170122e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 35463 members 
Mstep: Class 3 contains 18325 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 13920 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 10122 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175084 members 
Mstep: Class 16 contains 12938 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41693 members 
Mstep: Class 20 contains 24027 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701208.000000 Penalty: 43896.656250
Iteration 125Q: 22 clusters Score -4.170121e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 35448 members 
Mstep: Class 3 contains 18317 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 13918 members 
Mstep: Class 11 contains 10460 members 
Mstep: Class 12 contains 10097 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175078 members 
Mstep: Class 16 contains 12937 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41701 members 
Mstep: Class 20 contains 24060 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701176.000000 Penalty: 43896.656250
Iteration 126Q: 22 clusters Score -4.170118e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 35431 members 
Mstep: Class 3 contains 18315 members 
Mstep: Class 4 contains 5056 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 10061 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175072 members 
Mstep: Class 16 contains 12932 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41715 members 
Mstep: Class 20 contains 24088 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701120.000000 Penalty: 43896.656250
Iteration 127Q: 22 clusters Score -4.170112e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 35410 members 
Mstep: Class 3 contains 18312 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 13912 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 10031 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175068 members 
Mstep: Class 16 contains 12928 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41728 members 
Mstep: Class 20 contains 24129 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701172.000000 Penalty: 43896.656250
Iteration 128Q: 22 clusters Score -4.170117e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 35390 members 
Mstep: Class 3 contains 18301 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 13912 members 
Mstep: Class 11 contains 10564 members 
Mstep: Class 12 contains 10004 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175066 members 
Mstep: Class 16 contains 12925 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41739 members 
Mstep: Class 20 contains 24178 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701220.000000 Penalty: 43896.656250
Iteration 129Q: 22 clusters Score -4.170122e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 35373 members 
Mstep: Class 3 contains 18292 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 13912 members 
Mstep: Class 11 contains 10586 members 
Mstep: Class 12 contains 9981 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175085 members 
Mstep: Class 16 contains 12921 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41739 members 
Mstep: Class 20 contains 24209 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701072.000000 Penalty: 43896.656250
Iteration 130Q: 22 clusters Score -4.170107e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35355 members 
Mstep: Class 3 contains 18280 members 
Mstep: Class 4 contains 4973 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2082 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 13913 members 
Mstep: Class 11 contains 10610 members 
Mstep: Class 12 contains 9967 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175097 members 
Mstep: Class 16 contains 12918 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41744 members 
Mstep: Class 20 contains 24228 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701060.000000 Penalty: 43896.656250
Iteration 131Q: 22 clusters Score -4.170106e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35339 members 
Mstep: Class 3 contains 18267 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 9 contains 4414 members 
Mstep: Class 10 contains 13913 members 
Mstep: Class 11 contains 10634 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175116 members 
Mstep: Class 16 contains 12910 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 41744 members 
Mstep: Class 20 contains 24245 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701052.000000 Penalty: 43896.656250
Iteration 132Q: 22 clusters Score -4.170105e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35329 members 
Mstep: Class 3 contains 18258 members 
Mstep: Class 4 contains 4947 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2080 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 13913 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 9935 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175106 members 
Mstep: Class 16 contains 12909 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 41748 members 
Mstep: Class 20 contains 24273 members 
Mstep: Class 21 contains 6304 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701060.000000 Penalty: 43896.656250
Iteration 133Q: 22 clusters Score -4.170106e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35322 members 
Mstep: Class 3 contains 18255 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 13911 members 
Mstep: Class 11 contains 10708 members 
Mstep: Class 12 contains 9909 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175088 members 
Mstep: Class 16 contains 12909 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 41755 members 
Mstep: Class 20 contains 24302 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701036.000000 Penalty: 43896.656250
Iteration 134Q: 22 clusters Score -4.170104e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35316 members 
Mstep: Class 3 contains 18251 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 8584 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 13910 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175073 members 
Mstep: Class 16 contains 12908 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 41765 members 
Mstep: Class 20 contains 24328 members 
Mstep: Class 21 contains 6304 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701080.000000 Penalty: 43896.656250
Iteration 135Q: 22 clusters Score -4.170108e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35306 members 
Mstep: Class 3 contains 18246 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 8586 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 10774 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175045 members 
Mstep: Class 16 contains 12908 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 41787 members 
Mstep: Class 20 contains 24355 members 
Mstep: Class 21 contains 6303 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700992.000000 Penalty: 43896.656250
Iteration 136Q: 22 clusters Score -4.170099e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35299 members 
Mstep: Class 3 contains 18242 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 8587 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 13906 members 
Mstep: Class 11 contains 10806 members 
Mstep: Class 12 contains 9835 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175033 members 
Mstep: Class 16 contains 12908 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 41800 members 
Mstep: Class 20 contains 24378 members 
Mstep: Class 21 contains 6302 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701004.000000 Penalty: 43896.656250
Iteration 137Q: 22 clusters Score -4.1701e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35291 members 
Mstep: Class 3 contains 18237 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 8585 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 13903 members 
Mstep: Class 11 contains 10849 members 
Mstep: Class 12 contains 9808 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175017 members 
Mstep: Class 16 contains 12907 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 41810 members 
Mstep: Class 20 contains 24408 members 
Mstep: Class 21 contains 6302 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700976.000000 Penalty: 43896.656250
Iteration 138Q: 22 clusters Score -4.170098e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 35286 members 
Mstep: Class 3 contains 18230 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 13899 members 
Mstep: Class 11 contains 10878 members 
Mstep: Class 12 contains 9782 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175022 members 
Mstep: Class 16 contains 12904 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 41817 members 
Mstep: Class 20 contains 24429 members 
Mstep: Class 21 contains 6302 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701052.000000 Penalty: 43896.656250
Iteration 139Q: 22 clusters Score -4.170105e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 35286 members 
Mstep: Class 3 contains 18227 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2070 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 13897 members 
Mstep: Class 11 contains 10895 members 
Mstep: Class 12 contains 9763 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 175009 members 
Mstep: Class 16 contains 12903 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 41827 members 
Mstep: Class 20 contains 24457 members 
Mstep: Class 21 contains 6303 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701104.000000 Penalty: 43896.656250
Iteration 140F: 22 clusters Score -4.17011e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35284 members 
Mstep: Class 3 contains 18220 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 13894 members 
Mstep: Class 11 contains 10911 members 
Mstep: Class 12 contains 9741 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 175004 members 
Mstep: Class 16 contains 12901 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41838 members 
Mstep: Class 20 contains 24481 members 
Mstep: Class 21 contains 6303 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701072.000000 Penalty: 43896.656250
Iteration 141Q: 22 clusters Score -4.170107e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35277 members 
Mstep: Class 3 contains 18218 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 13891 members 
Mstep: Class 11 contains 10919 members 
Mstep: Class 12 contains 9727 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175006 members 
Mstep: Class 16 contains 12899 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 41855 members 
Mstep: Class 20 contains 24502 members 
Mstep: Class 21 contains 6303 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701028.000000 Penalty: 43896.656250
Iteration 142Q: 22 clusters Score -4.170103e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35273 members 
Mstep: Class 3 contains 18212 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 13887 members 
Mstep: Class 11 contains 10922 members 
Mstep: Class 12 contains 9711 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175015 members 
Mstep: Class 16 contains 12898 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 41863 members 
Mstep: Class 20 contains 24529 members 
Mstep: Class 21 contains 6303 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701088.000000 Penalty: 43896.656250
Iteration 143Q: 22 clusters Score -4.170109e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35267 members 
Mstep: Class 3 contains 18208 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 13885 members 
Mstep: Class 11 contains 10928 members 
Mstep: Class 12 contains 9698 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175018 members 
Mstep: Class 16 contains 12897 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 41865 members 
Mstep: Class 20 contains 24546 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701064.000000 Penalty: 43896.656250
Iteration 144Q: 22 clusters Score -4.170106e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35261 members 
Mstep: Class 3 contains 18206 members 
Mstep: Class 4 contains 4772 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 13881 members 
Mstep: Class 11 contains 10932 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175026 members 
Mstep: Class 16 contains 12894 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 41872 members 
Mstep: Class 20 contains 24569 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701044.000000 Penalty: 43896.656250
Iteration 145Q: 22 clusters Score -4.170104e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35259 members 
Mstep: Class 3 contains 18204 members 
Mstep: Class 4 contains 4760 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 13879 members 
Mstep: Class 11 contains 10938 members 
Mstep: Class 12 contains 9668 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175033 members 
Mstep: Class 16 contains 12892 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41877 members 
Mstep: Class 20 contains 24582 members 
Mstep: Class 21 contains 6306 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701020.000000 Penalty: 43896.656250
Iteration 146Q: 22 clusters Score -4.170102e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35254 members 
Mstep: Class 3 contains 18203 members 
Mstep: Class 4 contains 4753 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 13878 members 
Mstep: Class 11 contains 10944 members 
Mstep: Class 12 contains 9648 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175035 members 
Mstep: Class 16 contains 12892 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41886 members 
Mstep: Class 20 contains 24596 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701064.000000 Penalty: 43896.656250
Iteration 147Q: 22 clusters Score -4.170106e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35251 members 
Mstep: Class 3 contains 18199 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 13878 members 
Mstep: Class 11 contains 10949 members 
Mstep: Class 12 contains 9625 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175038 members 
Mstep: Class 16 contains 12889 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41899 members 
Mstep: Class 20 contains 24621 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701036.000000 Penalty: 43896.656250
Iteration 148Q: 22 clusters Score -4.170104e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35247 members 
Mstep: Class 3 contains 18195 members 
Mstep: Class 4 contains 4718 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 13876 members 
Mstep: Class 11 contains 10961 members 
Mstep: Class 12 contains 9601 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175033 members 
Mstep: Class 16 contains 12886 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41910 members 
Mstep: Class 20 contains 24658 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701012.000000 Penalty: 43896.656250
Iteration 149Q: 22 clusters Score -4.170101e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 18191 members 
Mstep: Class 4 contains 4688 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 13877 members 
Mstep: Class 11 contains 10970 members 
Mstep: Class 12 contains 9581 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175048 members 
Mstep: Class 16 contains 12883 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41916 members 
Mstep: Class 20 contains 24689 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701008.000000 Penalty: 43896.656250
Iteration 150Q: 22 clusters Score -4.170101e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35241 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 13877 members 
Mstep: Class 11 contains 10975 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175067 members 
Mstep: Class 16 contains 12877 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41918 members 
Mstep: Class 20 contains 24714 members 
Mstep: Class 21 contains 6313 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700936.000000 Penalty: 43896.656250
Iteration 151Q: 22 clusters Score -4.170094e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35239 members 
Mstep: Class 3 contains 18177 members 
Mstep: Class 4 contains 4634 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 13876 members 
Mstep: Class 11 contains 10979 members 
Mstep: Class 12 contains 9558 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175081 members 
Mstep: Class 16 contains 12874 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41922 members 
Mstep: Class 20 contains 24740 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700936.000000 Penalty: 43896.656250
Iteration 152Q: 22 clusters Score -4.170094e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35236 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 13874 members 
Mstep: Class 11 contains 10984 members 
Mstep: Class 12 contains 9547 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175104 members 
Mstep: Class 16 contains 12867 members 
Mstep: Class 17 contains 3712 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41924 members 
Mstep: Class 20 contains 24756 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700948.000000 Penalty: 43896.656250
Iteration 153Q: 22 clusters Score -4.170095e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35234 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 13875 members 
Mstep: Class 11 contains 10985 members 
Mstep: Class 12 contains 9533 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175112 members 
Mstep: Class 16 contains 12862 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41926 members 
Mstep: Class 20 contains 24787 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700972.000000 Penalty: 43896.656250
Iteration 154Q: 22 clusters Score -4.170097e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35231 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 13875 members 
Mstep: Class 11 contains 10990 members 
Mstep: Class 12 contains 9508 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175124 members 
Mstep: Class 16 contains 12860 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41929 members 
Mstep: Class 20 contains 24829 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700960.000000 Penalty: 43896.656250
Iteration 155Q: 22 clusters Score -4.170096e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35230 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 13872 members 
Mstep: Class 11 contains 10995 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175140 members 
Mstep: Class 16 contains 12857 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41934 members 
Mstep: Class 20 contains 24861 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700956.000000 Penalty: 43896.656250
Iteration 156Q: 22 clusters Score -4.170096e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35227 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 13867 members 
Mstep: Class 11 contains 10997 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175157 members 
Mstep: Class 16 contains 12855 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41942 members 
Mstep: Class 20 contains 24888 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700924.000000 Penalty: 43896.656250
Iteration 157Q: 22 clusters Score -4.170092e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35221 members 
Mstep: Class 3 contains 18166 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 13868 members 
Mstep: Class 11 contains 11001 members 
Mstep: Class 12 contains 9461 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175176 members 
Mstep: Class 16 contains 12854 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41950 members 
Mstep: Class 20 contains 24910 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700952.000000 Penalty: 43896.656250
Iteration 158Q: 22 clusters Score -4.170095e+07 nChanged 101
Entering ConstructFrom: 
Score: -41700952.000000 Penalty: 43896.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Entering Unmasked Estep 
Score: -534304.875000 Penalty: 1376.357422
	Iteration 0F: 2 clusters Score -534304.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -530510.812500 Penalty: 2752.714844
	Iteration 0F: 3 clusters Score -530510.8 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -531517.125000 Penalty: 2752.714844
	Iteration 1F: 3 clusters Score -531517.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -531677.312500 Penalty: 2752.714844
	Iteration 2F: 3 clusters Score -531677.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -531779.250000 Penalty: 2752.714844
	Iteration 3Q: 3 clusters Score -531779.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -531851.187500 Penalty: 2752.714844
	Iteration 4Q: 3 clusters Score -531851.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -531899.062500 Penalty: 2752.714844
	Iteration 5Q: 3 clusters Score -531899.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -531941.312500 Penalty: 2752.714844
	Iteration 6Q: 3 clusters Score -531941.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -531971.562500 Penalty: 2752.714844
	Iteration 7Q: 3 clusters Score -531971.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -531991.937500 Penalty: 2752.714844
	Iteration 8Q: 3 clusters Score -531991.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -532007.000000 Penalty: 2752.714844
	Iteration 9Q: 3 clusters Score -532007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -532017.250000 Penalty: 2752.714844
	Iteration 10Q: 3 clusters Score -532017.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -532025.062500 Penalty: 2752.714844
	Iteration 11Q: 3 clusters Score -532025.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -532035.687500 Penalty: 2752.714844
	Iteration 12Q: 3 clusters Score -532035.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -532050.000000 Penalty: 2752.714844
	Iteration 13Q: 3 clusters Score -532050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -532066.312500 Penalty: 2752.714844
	Iteration 14Q: 3 clusters Score -532066.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -532087.250000 Penalty: 2752.714844
	Iteration 15Q: 3 clusters Score -532087.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -532107.625000 Penalty: 2752.714844
	Iteration 16Q: 3 clusters Score -532107.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -532129.437500 Penalty: 2752.714844
	Iteration 17Q: 3 clusters Score -532129.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -532157.437500 Penalty: 2752.714844
	Iteration 18Q: 3 clusters Score -532157.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -532186.062500 Penalty: 2752.714844
	Iteration 19Q: 3 clusters Score -532186.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -532213.625000 Penalty: 2752.714844
	Iteration 20F: 3 clusters Score -532213.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -532247.687500 Penalty: 2752.714844
	Iteration 21Q: 3 clusters Score -532247.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -532275.625000 Penalty: 2752.714844
	Iteration 22Q: 3 clusters Score -532275.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -532300.250000 Penalty: 2752.714844
	Iteration 23Q: 3 clusters Score -532300.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -532320.750000 Penalty: 2752.714844
	Iteration 24Q: 3 clusters Score -532320.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -532341.687500 Penalty: 2752.714844
	Iteration 25Q: 3 clusters Score -532341.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -532365.937500 Penalty: 2752.714844
	Iteration 26Q: 3 clusters Score -532365.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -532390.312500 Penalty: 2752.714844
	Iteration 27Q: 3 clusters Score -532390.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -532423.125000 Penalty: 2752.714844
	Iteration 28Q: 3 clusters Score -532423.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -532459.750000 Penalty: 2752.714844
	Iteration 29Q: 3 clusters Score -532459.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -532514.062500 Penalty: 2752.714844
	Iteration 30Q: 3 clusters Score -532514.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -532564.812500 Penalty: 2752.714844
	Iteration 31Q: 3 clusters Score -532564.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -532609.062500 Penalty: 2752.714844
	Iteration 32Q: 3 clusters Score -532609.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -532646.812500 Penalty: 2752.714844
	Iteration 33Q: 3 clusters Score -532646.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -532693.375000 Penalty: 2752.714844
	Iteration 34Q: 3 clusters Score -532693.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -532740.437500 Penalty: 2752.714844
	Iteration 35Q: 3 clusters Score -532740.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -532778.000000 Penalty: 2752.714844
	Iteration 36Q: 3 clusters Score -532778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -532814.000000 Penalty: 2752.714844
	Iteration 37Q: 3 clusters Score -532814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -532858.250000 Penalty: 2752.714844
	Iteration 38Q: 3 clusters Score -532858.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -532906.812500 Penalty: 2752.714844
	Iteration 39Q: 3 clusters Score -532906.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -532944.875000 Penalty: 2752.714844
	Iteration 40F: 3 clusters Score -532944.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -532974.187500 Penalty: 2752.714844
	Iteration 41Q: 3 clusters Score -532974.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -532992.375000 Penalty: 2752.714844
	Iteration 42Q: 3 clusters Score -532992.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -533004.187500 Penalty: 2752.714844
	Iteration 43Q: 3 clusters Score -533004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -533010.500000 Penalty: 2752.714844
	Iteration 44Q: 3 clusters Score -533010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -533018.750000 Penalty: 2752.714844
	Iteration 45Q: 3 clusters Score -533018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -533031.187500 Penalty: 2752.714844
	Iteration 46Q: 3 clusters Score -533031.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -533044.375000 Penalty: 2752.714844
	Iteration 47Q: 3 clusters Score -533044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -533051.312500 Penalty: 2752.714844
	Iteration 48Q: 3 clusters Score -533051.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -533056.625000 Penalty: 2752.714844
	Iteration 49Q: 3 clusters Score -533056.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -533061.187500 Penalty: 2752.714844
	Iteration 50Q: 3 clusters Score -533061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -533065.312500 Penalty: 2752.714844
	Iteration 51Q: 3 clusters Score -533065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -533066.500000 Penalty: 2752.714844
	Iteration 52Q: 3 clusters Score -533066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -533068.687500 Penalty: 2752.714844
	Iteration 53Q: 3 clusters Score -533068.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -533071.125000 Penalty: 2752.714844
	Iteration 54Q: 3 clusters Score -533071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -533076.625000 Penalty: 2752.714844
	Iteration 55Q: 3 clusters Score -533076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -533083.937500 Penalty: 2752.714844
	Iteration 56Q: 3 clusters Score -533083.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -533087.562500 Penalty: 2752.714844
	Iteration 57Q: 3 clusters Score -533087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -533089.500000 Penalty: 2752.714844
	Iteration 58Q: 3 clusters Score -533089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -533090.250000 Penalty: 2752.714844
	Iteration 59Q: 3 clusters Score -533090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -533092.062500 Penalty: 2752.714844
	Iteration 60F: 3 clusters Score -533092.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Entering Unmasked Estep 
Score: -3946259.250000 Penalty: 1701.263306
	Iteration 0F: 2 clusters Score -3946259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3922470.000000 Penalty: 3402.526611
	Iteration 0F: 3 clusters Score -3922470 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3931787.250000 Penalty: 3402.526611
	Iteration 1F: 3 clusters Score -3931787 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3932524.250000 Penalty: 3402.526611
	Iteration 2Q: 3 clusters Score -3932524 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3933562.750000 Penalty: 3402.526611
	Iteration 3F: 3 clusters Score -3933563 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3935106.750000 Penalty: 3402.526611
	Iteration 4F: 3 clusters Score -3935107 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3937384.750000 Penalty: 3402.526611
	Iteration 5F: 3 clusters Score -3937385 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3940097.000000 Penalty: 3402.526611
	Iteration 6F: 3 clusters Score -3940097 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3942353.750000 Penalty: 3402.526611
	Iteration 7F: 3 clusters Score -3942354 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3943654.250000 Penalty: 3402.526611
	Iteration 8Q: 3 clusters Score -3943654 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3944191.000000 Penalty: 3402.526611
	Iteration 9Q: 3 clusters Score -3944191 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3944471.000000 Penalty: 3402.526611
	Iteration 10Q: 3 clusters Score -3944471 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3944618.750000 Penalty: 3402.526611
	Iteration 11Q: 3 clusters Score -3944619 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3944668.000000 Penalty: 3402.526611
	Iteration 12Q: 3 clusters Score -3944668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3944700.250000 Penalty: 3402.526611
	Iteration 13Q: 3 clusters Score -3944700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3944728.750000 Penalty: 3402.526611
	Iteration 14Q: 3 clusters Score -3944729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3944750.000000 Penalty: 3402.526611
	Iteration 15Q: 3 clusters Score -3944750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3944757.000000 Penalty: 3402.526611
	Iteration 16Q: 3 clusters Score -3944757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3944764.750000 Penalty: 3402.526611
	Iteration 17Q: 3 clusters Score -3944765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3944773.000000 Penalty: 3402.526611
	Iteration 18Q: 3 clusters Score -3944773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3944775.750000 Penalty: 3402.526611
	Iteration 19Q: 3 clusters Score -3944776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3944782.000000 Penalty: 3402.526611
	Iteration 20F: 3 clusters Score -3944782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3944793.250000 Penalty: 3402.526611
	Iteration 21Q: 3 clusters Score -3944793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3944809.750000 Penalty: 3402.526611
	Iteration 22Q: 3 clusters Score -3944810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3944820.000000 Penalty: 3402.526611
	Iteration 23Q: 3 clusters Score -3944820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3944821.250000 Penalty: 3402.526611
	Iteration 24Q: 3 clusters Score -3944821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3944828.500000 Penalty: 3402.526611
	Iteration 25Q: 3 clusters Score -3944828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3944833.750000 Penalty: 3402.526611
	Iteration 26Q: 3 clusters Score -3944834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3944834.750000 Penalty: 3402.526611
	Iteration 27Q: 3 clusters Score -3944835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3944834.750000 Penalty: 3402.526611
	Iteration 28F: 3 clusters Score -3944835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Entering Unmasked Estep 
Score: -2056356.125000 Penalty: 1593.651611
	Iteration 0F: 2 clusters Score -2056356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2043924.250000 Penalty: 3187.303223
	Iteration 0F: 3 clusters Score -2043924 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2048289.375000 Penalty: 3187.303223
	Iteration 1F: 3 clusters Score -2048289 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2048566.625000 Penalty: 3187.303223
	Iteration 2Q: 3 clusters Score -2048567 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2048775.250000 Penalty: 3187.303223
	Iteration 3Q: 3 clusters Score -2048775 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2048994.375000 Penalty: 3187.303223
	Iteration 4Q: 3 clusters Score -2048994 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2049254.875000 Penalty: 3187.303223
	Iteration 5Q: 3 clusters Score -2049255 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2049564.875000 Penalty: 3187.303223
	Iteration 6Q: 3 clusters Score -2049565 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2050032.000000 Penalty: 3187.303223
	Iteration 7Q: 3 clusters Score -2050032 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2050668.625000 Penalty: 3187.303223
	Iteration 8F: 3 clusters Score -2050669 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2051509.750000 Penalty: 3187.303223
	Iteration 9F: 3 clusters Score -2051510 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2052528.375000 Penalty: 3187.303223
	Iteration 10F: 3 clusters Score -2052528 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2053335.375000 Penalty: 3187.303223
	Iteration 11F: 3 clusters Score -2053335 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2053935.750000 Penalty: 3187.303223
	Iteration 12Q: 3 clusters Score -2053936 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2054334.625000 Penalty: 3187.303223
	Iteration 13Q: 3 clusters Score -2054335 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2054548.000000 Penalty: 3187.303223
	Iteration 14Q: 3 clusters Score -2054548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2054672.125000 Penalty: 3187.303223
	Iteration 15Q: 3 clusters Score -2054672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2054770.625000 Penalty: 3187.303223
	Iteration 16Q: 3 clusters Score -2054771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2054825.375000 Penalty: 3187.303223
	Iteration 17Q: 3 clusters Score -2054825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2054860.000000 Penalty: 3187.303223
	Iteration 18Q: 3 clusters Score -2054860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2054890.875000 Penalty: 3187.303223
	Iteration 19Q: 3 clusters Score -2054891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2054905.500000 Penalty: 3187.303223
	Iteration 20F: 3 clusters Score -2054906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2054912.625000 Penalty: 3187.303223
	Iteration 21Q: 3 clusters Score -2054913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2054922.000000 Penalty: 3187.303223
	Iteration 22Q: 3 clusters Score -2054922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2054932.250000 Penalty: 3187.303223
	Iteration 23Q: 3 clusters Score -2054932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2054955.250000 Penalty: 3187.303223
	Iteration 24Q: 3 clusters Score -2054955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2054964.500000 Penalty: 3187.303223
	Iteration 25Q: 3 clusters Score -2054964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2054972.625000 Penalty: 3187.303223
	Iteration 26Q: 3 clusters Score -2054973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2054973.875000 Penalty: 3187.303223
	Iteration 27Q: 3 clusters Score -2054974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2054973.875000 Penalty: 3187.303223
	Iteration 28F: 3 clusters Score -2054974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -481859.343750 Penalty: 1365.399048
	Iteration 0F: 2 clusters Score -481859.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -478185.812500 Penalty: 2730.798096
	Iteration 0F: 3 clusters Score -478185.8 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -479126.968750 Penalty: 2730.798096
	Iteration 1F: 3 clusters Score -479127 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -479269.625000 Penalty: 2730.798096
	Iteration 2F: 3 clusters Score -479269.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -479340.125000 Penalty: 2730.798096
	Iteration 3Q: 3 clusters Score -479340.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -479396.562500 Penalty: 2730.798096
	Iteration 4Q: 3 clusters Score -479396.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -479440.125000 Penalty: 2730.798096
	Iteration 5Q: 3 clusters Score -479440.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -479477.218750 Penalty: 2730.798096
	Iteration 6Q: 3 clusters Score -479477.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -479505.000000 Penalty: 2730.798096
	Iteration 7Q: 3 clusters Score -479505 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -479521.500000 Penalty: 2730.798096
	Iteration 8Q: 3 clusters Score -479521.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -479537.062500 Penalty: 2730.798096
	Iteration 9Q: 3 clusters Score -479537.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -479560.562500 Penalty: 2730.798096
	Iteration 10Q: 3 clusters Score -479560.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -479587.468750 Penalty: 2730.798096
	Iteration 11Q: 3 clusters Score -479587.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -479615.468750 Penalty: 2730.798096
	Iteration 12Q: 3 clusters Score -479615.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -479634.156250 Penalty: 2730.798096
	Iteration 13Q: 3 clusters Score -479634.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -479657.312500 Penalty: 2730.798096
	Iteration 14Q: 3 clusters Score -479657.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -479678.875000 Penalty: 2730.798096
	Iteration 15Q: 3 clusters Score -479678.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -479704.187500 Penalty: 2730.798096
	Iteration 16Q: 3 clusters Score -479704.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -479735.406250 Penalty: 2730.798096
	Iteration 17Q: 3 clusters Score -479735.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -479768.562500 Penalty: 2730.798096
	Iteration 18Q: 3 clusters Score -479768.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -479796.406250 Penalty: 2730.798096
	Iteration 19Q: 3 clusters Score -479796.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -479825.812500 Penalty: 2730.798096
	Iteration 20F: 3 clusters Score -479825.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -479863.031250 Penalty: 2730.798096
	Iteration 21Q: 3 clusters Score -479863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -479896.437500 Penalty: 2730.798096
	Iteration 22Q: 3 clusters Score -479896.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -479944.281250 Penalty: 2730.798096
	Iteration 23Q: 3 clusters Score -479944.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -480002.750000 Penalty: 2730.798096
	Iteration 24Q: 3 clusters Score -480002.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -480085.000000 Penalty: 2730.798096
	Iteration 25Q: 3 clusters Score -480085 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -480184.656250 Penalty: 2730.798096
	Iteration 26Q: 3 clusters Score -480184.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -480257.718750 Penalty: 2730.798096
	Iteration 27Q: 3 clusters Score -480257.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -480332.593750 Penalty: 2730.798096
	Iteration 28Q: 3 clusters Score -480332.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -480404.593750 Penalty: 2730.798096
	Iteration 29Q: 3 clusters Score -480404.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -480468.468750 Penalty: 2730.798096
	Iteration 30Q: 3 clusters Score -480468.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -480522.468750 Penalty: 2730.798096
	Iteration 31Q: 3 clusters Score -480522.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -480568.593750 Penalty: 2730.798096
	Iteration 32Q: 3 clusters Score -480568.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -480608.187500 Penalty: 2730.798096
	Iteration 33Q: 3 clusters Score -480608.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -480658.812500 Penalty: 2730.798096
	Iteration 34Q: 3 clusters Score -480658.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -480697.062500 Penalty: 2730.798096
	Iteration 35Q: 3 clusters Score -480697.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -480727.156250 Penalty: 2730.798096
	Iteration 36Q: 3 clusters Score -480727.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -480748.875000 Penalty: 2730.798096
	Iteration 37Q: 3 clusters Score -480748.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -480763.375000 Penalty: 2730.798096
	Iteration 38Q: 3 clusters Score -480763.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -480775.750000 Penalty: 2730.798096
	Iteration 39Q: 3 clusters Score -480775.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -480783.500000 Penalty: 2730.798096
	Iteration 40F: 3 clusters Score -480783.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -480793.531250 Penalty: 2730.798096
	Iteration 41Q: 3 clusters Score -480793.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -480797.375000 Penalty: 2730.798096
	Iteration 42Q: 3 clusters Score -480797.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -480801.250000 Penalty: 2730.798096
	Iteration 43Q: 3 clusters Score -480801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -480803.812500 Penalty: 2730.798096
	Iteration 44Q: 3 clusters Score -480803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -480805.375000 Penalty: 2730.798096
	Iteration 45Q: 3 clusters Score -480805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -480806.093750 Penalty: 2730.798096
	Iteration 46Q: 3 clusters Score -480806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -480807.218750 Penalty: 2730.798096
	Iteration 47Q: 3 clusters Score -480807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -480808.750000 Penalty: 2730.798096
	Iteration 48Q: 3 clusters Score -480808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -480809.218750 Penalty: 2730.798096
	Iteration 49Q: 3 clusters Score -480809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -480809.906250 Penalty: 2730.798096
	Iteration 50Q: 3 clusters Score -480809.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -480811.812500 Penalty: 2730.798096
	Iteration 51Q: 3 clusters Score -480811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -480811.906250 Penalty: 2730.798096
	Iteration 52Q: 3 clusters Score -480811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -480812.875000 Penalty: 2730.798096
	Iteration 53Q: 3 clusters Score -480812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -480812.875000 Penalty: 2730.798096
	Iteration 54F: 3 clusters Score -480812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Entering Unmasked Estep 
Score: -927177.000000 Penalty: 1471.812134
	Iteration 0F: 2 clusters Score -927177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -920946.750000 Penalty: 2943.624268
	Iteration 0F: 3 clusters Score -920946.8 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -923169.437500 Penalty: 2943.624268
	Iteration 1F: 3 clusters Score -923169.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -923547.562500 Penalty: 2943.624268
	Iteration 2F: 3 clusters Score -923547.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -923838.187500 Penalty: 2943.624268
	Iteration 3F: 3 clusters Score -923838.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -924085.625000 Penalty: 2943.624268
	Iteration 4F: 3 clusters Score -924085.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -924313.312500 Penalty: 2943.624268
	Iteration 5Q: 3 clusters Score -924313.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -924511.625000 Penalty: 2943.624268
	Iteration 6Q: 3 clusters Score -924511.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -924659.625000 Penalty: 2943.624268
	Iteration 7Q: 3 clusters Score -924659.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -924777.437500 Penalty: 2943.624268
	Iteration 8Q: 3 clusters Score -924777.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -924889.312500 Penalty: 2943.624268
	Iteration 9Q: 3 clusters Score -924889.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -924996.062500 Penalty: 2943.624268
	Iteration 10Q: 3 clusters Score -924996.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -925074.125000 Penalty: 2943.624268
	Iteration 11Q: 3 clusters Score -925074.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -925135.062500 Penalty: 2943.624268
	Iteration 12Q: 3 clusters Score -925135.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -925179.812500 Penalty: 2943.624268
	Iteration 13Q: 3 clusters Score -925179.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -925212.750000 Penalty: 2943.624268
	Iteration 14Q: 3 clusters Score -925212.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -925240.250000 Penalty: 2943.624268
	Iteration 15Q: 3 clusters Score -925240.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -925270.500000 Penalty: 2943.624268
	Iteration 16Q: 3 clusters Score -925270.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -925306.750000 Penalty: 2943.624268
	Iteration 17Q: 3 clusters Score -925306.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -925337.875000 Penalty: 2943.624268
	Iteration 18Q: 3 clusters Score -925337.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -925373.187500 Penalty: 2943.624268
	Iteration 19Q: 3 clusters Score -925373.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -925430.312500 Penalty: 2943.624268
	Iteration 20F: 3 clusters Score -925430.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -925473.625000 Penalty: 2943.624268
	Iteration 21Q: 3 clusters Score -925473.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -925518.312500 Penalty: 2943.624268
	Iteration 22Q: 3 clusters Score -925518.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -925567.437500 Penalty: 2943.624268
	Iteration 23Q: 3 clusters Score -925567.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -925620.625000 Penalty: 2943.624268
	Iteration 24Q: 3 clusters Score -925620.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -925662.437500 Penalty: 2943.624268
	Iteration 25Q: 3 clusters Score -925662.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -925691.250000 Penalty: 2943.624268
	Iteration 26Q: 3 clusters Score -925691.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -925708.437500 Penalty: 2943.624268
	Iteration 27Q: 3 clusters Score -925708.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -925727.812500 Penalty: 2943.624268
	Iteration 28Q: 3 clusters Score -925727.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -925747.812500 Penalty: 2943.624268
	Iteration 29Q: 3 clusters Score -925747.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -925773.875000 Penalty: 2943.624268
	Iteration 30Q: 3 clusters Score -925773.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -925788.750000 Penalty: 2943.624268
	Iteration 31Q: 3 clusters Score -925788.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -925804.812500 Penalty: 2943.624268
	Iteration 32Q: 3 clusters Score -925804.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -925812.437500 Penalty: 2943.624268
	Iteration 33Q: 3 clusters Score -925812.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -925820.000000 Penalty: 2943.624268
	Iteration 34Q: 3 clusters Score -925820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -925831.312500 Penalty: 2943.624268
	Iteration 35Q: 3 clusters Score -925831.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -925840.687500 Penalty: 2943.624268
	Iteration 36Q: 3 clusters Score -925840.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -925859.312500 Penalty: 2943.624268
	Iteration 37Q: 3 clusters Score -925859.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -925875.812500 Penalty: 2943.624268
	Iteration 38Q: 3 clusters Score -925875.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -925887.562500 Penalty: 2943.624268
	Iteration 39Q: 3 clusters Score -925887.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -925896.875000 Penalty: 2943.624268
	Iteration 40F: 3 clusters Score -925896.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -925909.625000 Penalty: 2943.624268
	Iteration 41Q: 3 clusters Score -925909.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -925919.437500 Penalty: 2943.624268
	Iteration 42Q: 3 clusters Score -925919.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -925931.875000 Penalty: 2943.624268
	Iteration 43Q: 3 clusters Score -925931.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -925944.750000 Penalty: 2943.624268
	Iteration 44Q: 3 clusters Score -925944.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -925951.437500 Penalty: 2943.624268
	Iteration 45Q: 3 clusters Score -925951.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -925960.312500 Penalty: 2943.624268
	Iteration 46Q: 3 clusters Score -925960.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -925960.875000 Penalty: 2943.624268
	Iteration 47Q: 3 clusters Score -925960.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -925966.375000 Penalty: 2943.624268
	Iteration 48Q: 3 clusters Score -925966.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -925968.187500 Penalty: 2943.624268
	Iteration 49Q: 3 clusters Score -925968.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -925972.187500 Penalty: 2943.624268
	Iteration 50Q: 3 clusters Score -925972.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -925976.000000 Penalty: 2943.624268
	Iteration 51Q: 3 clusters Score -925976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -925977.375000 Penalty: 2943.624268
	Iteration 52Q: 3 clusters Score -925977.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -925981.000000 Penalty: 2943.624268
	Iteration 53Q: 3 clusters Score -925981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -925979.875000 Penalty: 2943.624268
	Iteration 54Q: 3 clusters Score -925979.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -925982.375000 Penalty: 2943.624268
	Iteration 55Q: 3 clusters Score -925982.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -925982.000000 Penalty: 2943.624268
	Iteration 56Q: 3 clusters Score -925982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -925983.125000 Penalty: 2943.624268
	Iteration 57Q: 3 clusters Score -925983.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -925982.875000 Penalty: 2943.624268
	Iteration 58Q: 3 clusters Score -925982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -925984.187500 Penalty: 2943.624268
	Iteration 59Q: 3 clusters Score -925984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -925985.187500 Penalty: 2943.624268
	Iteration 60F: 3 clusters Score -925985.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -95224.476562 Penalty: 1104.846558
	Iteration 0F: 2 clusters Score -95224.48 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 440 members 
Entering Unmasked Estep 
Score: -93844.617188 Penalty: 2209.693115
	Iteration 0F: 3 clusters Score -93844.62 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94045.640625 Penalty: 2209.693115
	Iteration 1F: 3 clusters Score -94045.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -94097.476562 Penalty: 2209.693115
	Iteration 2Q: 3 clusters Score -94097.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94139.257812 Penalty: 2209.693115
	Iteration 3Q: 3 clusters Score -94139.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94171.617188 Penalty: 2209.693115
	Iteration 4Q: 3 clusters Score -94171.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94197.742188 Penalty: 2209.693115
	Iteration 5Q: 3 clusters Score -94197.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94216.265625 Penalty: 2209.693115
	Iteration 6Q: 3 clusters Score -94216.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94225.765625 Penalty: 2209.693115
	Iteration 7Q: 3 clusters Score -94225.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -94234.601562 Penalty: 2209.693115
	Iteration 8Q: 3 clusters Score -94234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -94243.851562 Penalty: 2209.693115
	Iteration 9Q: 3 clusters Score -94243.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94252.156250 Penalty: 2209.693115
	Iteration 10Q: 3 clusters Score -94252.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94263.500000 Penalty: 2209.693115
	Iteration 11Q: 3 clusters Score -94263.5 nChanged 11
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: -94279.070312 Penalty: 2209.693115
	Iteration 12Q: 3 clusters Score -94279.07 nChanged 12
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: -94299.109375 Penalty: 2209.693115
	Iteration 13Q: 3 clusters Score -94299.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -94324.757812 Penalty: 2209.693115
	Iteration 14Q: 3 clusters Score -94324.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94341.460938 Penalty: 2209.693115
	Iteration 15Q: 3 clusters Score -94341.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94348.859375 Penalty: 2209.693115
	Iteration 16Q: 3 clusters Score -94348.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94360.570312 Penalty: 2209.693115
	Iteration 17Q: 3 clusters Score -94360.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94369.289062 Penalty: 2209.693115
	Iteration 18Q: 3 clusters Score -94369.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94378.414062 Penalty: 2209.693115
	Iteration 19Q: 3 clusters Score -94378.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94384.078125 Penalty: 2209.693115
	Iteration 20F: 3 clusters Score -94384.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94390.960938 Penalty: 2209.693115
	Iteration 21Q: 3 clusters Score -94390.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94402.171875 Penalty: 2209.693115
	Iteration 22Q: 3 clusters Score -94402.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94417.773438 Penalty: 2209.693115
	Iteration 23Q: 3 clusters Score -94417.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94434.320312 Penalty: 2209.693115
	Iteration 24Q: 3 clusters Score -94434.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94441.562500 Penalty: 2209.693115
	Iteration 25Q: 3 clusters Score -94441.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -94446.601562 Penalty: 2209.693115
	Iteration 26Q: 3 clusters Score -94446.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -94454.921875 Penalty: 2209.693115
	Iteration 27Q: 3 clusters Score -94454.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94463.046875 Penalty: 2209.693115
	Iteration 28Q: 3 clusters Score -94463.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94468.515625 Penalty: 2209.693115
	Iteration 29Q: 3 clusters Score -94468.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94470.148438 Penalty: 2209.693115
	Iteration 30Q: 3 clusters Score -94470.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94473.515625 Penalty: 2209.693115
	Iteration 31Q: 3 clusters Score -94473.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94476.671875 Penalty: 2209.693115
	Iteration 32Q: 3 clusters Score -94476.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94480.492188 Penalty: 2209.693115
	Iteration 33Q: 3 clusters Score -94480.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94486.882812 Penalty: 2209.693115
	Iteration 34Q: 3 clusters Score -94486.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94492.789062 Penalty: 2209.693115
	Iteration 35Q: 3 clusters Score -94492.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94499.312500 Penalty: 2209.693115
	Iteration 36Q: 3 clusters Score -94499.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94508.476562 Penalty: 2209.693115
	Iteration 37Q: 3 clusters Score -94508.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94523.343750 Penalty: 2209.693115
	Iteration 38Q: 3 clusters Score -94523.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94543.414062 Penalty: 2209.693115
	Iteration 39Q: 3 clusters Score -94543.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94575.515625 Penalty: 2209.693115
	Iteration 40F: 3 clusters Score -94575.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94614.531250 Penalty: 2209.693115
	Iteration 41Q: 3 clusters Score -94614.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -94674.718750 Penalty: 2209.693115
	Iteration 42Q: 3 clusters Score -94674.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94729.906250 Penalty: 2209.693115
	Iteration 43Q: 3 clusters Score -94729.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94759.484375 Penalty: 2209.693115
	Iteration 44Q: 3 clusters Score -94759.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -94769.148438 Penalty: 2209.693115
	Iteration 45Q: 3 clusters Score -94769.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94779.445312 Penalty: 2209.693115
	Iteration 46Q: 3 clusters Score -94779.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94794.617188 Penalty: 2209.693115
	Iteration 47Q: 3 clusters Score -94794.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94806.132812 Penalty: 2209.693115
	Iteration 48Q: 3 clusters Score -94806.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94811.289062 Penalty: 2209.693115
	Iteration 49Q: 3 clusters Score -94811.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94817.312500 Penalty: 2209.693115
	Iteration 50Q: 3 clusters Score -94817.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -94819.859375 Penalty: 2209.693115
	Iteration 51Q: 3 clusters Score -94819.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94821.250000 Penalty: 2209.693115
	Iteration 52Q: 3 clusters Score -94821.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94821.250000 Penalty: 2209.693115
	Iteration 53F: 3 clusters Score -94821.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -207392.359375 Penalty: 1239.475952
	Iteration 0F: 2 clusters Score -207392.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -205280.375000 Penalty: 2478.951904
	Iteration 0F: 3 clusters Score -205280.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -205801.406250 Penalty: 2478.951904
	Iteration 1F: 3 clusters Score -205801.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -205995.078125 Penalty: 2478.951904
	Iteration 2F: 3 clusters Score -205995.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -206167.906250 Penalty: 2478.951904
	Iteration 3F: 3 clusters Score -206167.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -206309.671875 Penalty: 2478.951904
	Iteration 4F: 3 clusters Score -206309.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -206466.796875 Penalty: 2478.951904
	Iteration 5F: 3 clusters Score -206466.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -206628.171875 Penalty: 2478.951904
	Iteration 6F: 3 clusters Score -206628.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -206737.046875 Penalty: 2478.951904
	Iteration 7Q: 3 clusters Score -206737 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -206809.000000 Penalty: 2478.951904
	Iteration 8Q: 3 clusters Score -206809 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -206846.578125 Penalty: 2478.951904
	Iteration 9Q: 3 clusters Score -206846.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -206861.281250 Penalty: 2478.951904
	Iteration 10Q: 3 clusters Score -206861.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -206877.109375 Penalty: 2478.951904
	Iteration 11Q: 3 clusters Score -206877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -206888.484375 Penalty: 2478.951904
	Iteration 12Q: 3 clusters Score -206888.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -206896.234375 Penalty: 2478.951904
	Iteration 13Q: 3 clusters Score -206896.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -206904.328125 Penalty: 2478.951904
	Iteration 14Q: 3 clusters Score -206904.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -206908.859375 Penalty: 2478.951904
	Iteration 15Q: 3 clusters Score -206908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -206914.781250 Penalty: 2478.951904
	Iteration 16Q: 3 clusters Score -206914.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -206926.828125 Penalty: 2478.951904
	Iteration 17Q: 3 clusters Score -206926.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -206932.953125 Penalty: 2478.951904
	Iteration 18Q: 3 clusters Score -206933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -206938.812500 Penalty: 2478.951904
	Iteration 19Q: 3 clusters Score -206938.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -206943.671875 Penalty: 2478.951904
	Iteration 20F: 3 clusters Score -206943.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -206947.781250 Penalty: 2478.951904
	Iteration 21Q: 3 clusters Score -206947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -206953.578125 Penalty: 2478.951904
	Iteration 22Q: 3 clusters Score -206953.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -206959.296875 Penalty: 2478.951904
	Iteration 23Q: 3 clusters Score -206959.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -206966.906250 Penalty: 2478.951904
	Iteration 24Q: 3 clusters Score -206966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -206972.125000 Penalty: 2478.951904
	Iteration 25Q: 3 clusters Score -206972.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -206979.218750 Penalty: 2478.951904
	Iteration 26Q: 3 clusters Score -206979.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -206981.031250 Penalty: 2478.951904
	Iteration 27Q: 3 clusters Score -206981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -206983.234375 Penalty: 2478.951904
	Iteration 28Q: 3 clusters Score -206983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -206984.109375 Penalty: 2478.951904
	Iteration 29Q: 3 clusters Score -206984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -206984.109375 Penalty: 2478.951904
	Iteration 30F: 3 clusters Score -206984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -490691.937500 Penalty: 1364.338501
	Iteration 0F: 2 clusters Score -490691.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -487096.781250 Penalty: 2728.677002
	Iteration 0F: 3 clusters Score -487096.8 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -488135.562500 Penalty: 2728.677002
	Iteration 1F: 3 clusters Score -488135.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -488289.031250 Penalty: 2728.677002
	Iteration 2F: 3 clusters Score -488289 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -488409.750000 Penalty: 2728.677002
	Iteration 3Q: 3 clusters Score -488409.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -488505.437500 Penalty: 2728.677002
	Iteration 4Q: 3 clusters Score -488505.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -488574.718750 Penalty: 2728.677002
	Iteration 5Q: 3 clusters Score -488574.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -488636.906250 Penalty: 2728.677002
	Iteration 6Q: 3 clusters Score -488636.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -488683.687500 Penalty: 2728.677002
	Iteration 7Q: 3 clusters Score -488683.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -488727.687500 Penalty: 2728.677002
	Iteration 8Q: 3 clusters Score -488727.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -488770.750000 Penalty: 2728.677002
	Iteration 9Q: 3 clusters Score -488770.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -488814.468750 Penalty: 2728.677002
	Iteration 10Q: 3 clusters Score -488814.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -488869.125000 Penalty: 2728.677002
	Iteration 11Q: 3 clusters Score -488869.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -488926.843750 Penalty: 2728.677002
	Iteration 12Q: 3 clusters Score -488926.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -488983.000000 Penalty: 2728.677002
	Iteration 13Q: 3 clusters Score -488983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -489029.000000 Penalty: 2728.677002
	Iteration 14Q: 3 clusters Score -489029 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -489081.031250 Penalty: 2728.677002
	Iteration 15Q: 3 clusters Score -489081 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -489123.281250 Penalty: 2728.677002
	Iteration 16Q: 3 clusters Score -489123.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -489155.468750 Penalty: 2728.677002
	Iteration 17Q: 3 clusters Score -489155.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -489186.281250 Penalty: 2728.677002
	Iteration 18Q: 3 clusters Score -489186.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -489206.531250 Penalty: 2728.677002
	Iteration 19Q: 3 clusters Score -489206.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -489221.593750 Penalty: 2728.677002
	Iteration 20F: 3 clusters Score -489221.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -489234.593750 Penalty: 2728.677002
	Iteration 21Q: 3 clusters Score -489234.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -489244.031250 Penalty: 2728.677002
	Iteration 22Q: 3 clusters Score -489244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -489252.125000 Penalty: 2728.677002
	Iteration 23Q: 3 clusters Score -489252.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -489262.031250 Penalty: 2728.677002
	Iteration 24Q: 3 clusters Score -489262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -489267.656250 Penalty: 2728.677002
	Iteration 25Q: 3 clusters Score -489267.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -489275.125000 Penalty: 2728.677002
	Iteration 26Q: 3 clusters Score -489275.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -489280.562500 Penalty: 2728.677002
	Iteration 27Q: 3 clusters Score -489280.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -489288.406250 Penalty: 2728.677002
	Iteration 28Q: 3 clusters Score -489288.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -489293.625000 Penalty: 2728.677002
	Iteration 29Q: 3 clusters Score -489293.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -489298.625000 Penalty: 2728.677002
	Iteration 30Q: 3 clusters Score -489298.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -489303.250000 Penalty: 2728.677002
	Iteration 31Q: 3 clusters Score -489303.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -489308.750000 Penalty: 2728.677002
	Iteration 32Q: 3 clusters Score -489308.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -489311.250000 Penalty: 2728.677002
	Iteration 33Q: 3 clusters Score -489311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -489312.718750 Penalty: 2728.677002
	Iteration 34Q: 3 clusters Score -489312.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -489314.000000 Penalty: 2728.677002
	Iteration 35Q: 3 clusters Score -489314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -489319.156250 Penalty: 2728.677002
	Iteration 36Q: 3 clusters Score -489319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -489323.343750 Penalty: 2728.677002
	Iteration 37Q: 3 clusters Score -489323.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -489332.125000 Penalty: 2728.677002
	Iteration 38Q: 3 clusters Score -489332.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -489340.593750 Penalty: 2728.677002
	Iteration 39Q: 3 clusters Score -489340.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -489346.250000 Penalty: 2728.677002
	Iteration 40F: 3 clusters Score -489346.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -489350.687500 Penalty: 2728.677002
	Iteration 41Q: 3 clusters Score -489350.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -489355.343750 Penalty: 2728.677002
	Iteration 42Q: 3 clusters Score -489355.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -489358.750000 Penalty: 2728.677002
	Iteration 43Q: 3 clusters Score -489358.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -489360.718750 Penalty: 2728.677002
	Iteration 44Q: 3 clusters Score -489360.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -489362.312500 Penalty: 2728.677002
	Iteration 45Q: 3 clusters Score -489362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -489363.750000 Penalty: 2728.677002
	Iteration 46Q: 3 clusters Score -489363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -489364.593750 Penalty: 2728.677002
	Iteration 47Q: 3 clusters Score -489364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -489366.500000 Penalty: 2728.677002
	Iteration 48Q: 3 clusters Score -489366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -489367.312500 Penalty: 2728.677002
	Iteration 49Q: 3 clusters Score -489367.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -489371.156250 Penalty: 2728.677002
	Iteration 50Q: 3 clusters Score -489371.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -489374.000000 Penalty: 2728.677002
	Iteration 51Q: 3 clusters Score -489374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -489376.343750 Penalty: 2728.677002
	Iteration 52Q: 3 clusters Score -489376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -489376.531250 Penalty: 2728.677002
	Iteration 53Q: 3 clusters Score -489376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -489377.906250 Penalty: 2728.677002
	Iteration 54Q: 3 clusters Score -489377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -489380.718750 Penalty: 2728.677002
	Iteration 55Q: 3 clusters Score -489380.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -489383.718750 Penalty: 2728.677002
	Iteration 56Q: 3 clusters Score -489383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -489387.531250 Penalty: 2728.677002
	Iteration 57Q: 3 clusters Score -489387.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -489390.406250 Penalty: 2728.677002
	Iteration 58Q: 3 clusters Score -489390.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -489392.000000 Penalty: 2728.677002
	Iteration 59Q: 3 clusters Score -489392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -489394.625000 Penalty: 2728.677002
	Iteration 60F: 3 clusters Score -489394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -489396.875000 Penalty: 2728.677002
	Iteration 61Q: 3 clusters Score -489396.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -489396.656250 Penalty: 2728.677002
	Iteration 62Q: 3 clusters Score -489396.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -489398.906250 Penalty: 2728.677002
	Iteration 63Q: 3 clusters Score -489398.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -489401.406250 Penalty: 2728.677002
	Iteration 64Q: 3 clusters Score -489401.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -489403.062500 Penalty: 2728.677002
	Iteration 65Q: 3 clusters Score -489403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -489402.843750 Penalty: 2728.677002
	Iteration 66Q: 3 clusters Score -489402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -489403.156250 Penalty: 2728.677002
	Iteration 67Q: 3 clusters Score -489403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -489403.968750 Penalty: 2728.677002
	Iteration 68Q: 3 clusters Score -489404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -489404.375000 Penalty: 2728.677002
	Iteration 69Q: 3 clusters Score -489404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -489404.781250 Penalty: 2728.677002
	Iteration 70Q: 3 clusters Score -489404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -489405.218750 Penalty: 2728.677002
	Iteration 71Q: 3 clusters Score -489405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -489405.468750 Penalty: 2728.677002
	Iteration 72Q: 3 clusters Score -489405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -489405.468750 Penalty: 2728.677002
	Iteration 73F: 3 clusters Score -489405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Entering Unmasked Estep 
Score: -1564823.875000 Penalty: 1549.805786
	Iteration 0F: 2 clusters Score -1564824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1555163.125000 Penalty: 3099.611572
	Iteration 0F: 3 clusters Score -1555163 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1558465.000000 Penalty: 3099.611572
	Iteration 1F: 3 clusters Score -1558465 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1558756.625000 Penalty: 3099.611572
	Iteration 2F: 3 clusters Score -1558757 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1558979.625000 Penalty: 3099.611572
	Iteration 3Q: 3 clusters Score -1558980 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1559177.000000 Penalty: 3099.611572
	Iteration 4Q: 3 clusters Score -1559177 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1559348.625000 Penalty: 3099.611572
	Iteration 5Q: 3 clusters Score -1559349 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1559516.250000 Penalty: 3099.611572
	Iteration 6Q: 3 clusters Score -1559516 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1559696.375000 Penalty: 3099.611572
	Iteration 7Q: 3 clusters Score -1559696 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1559909.875000 Penalty: 3099.611572
	Iteration 8Q: 3 clusters Score -1559910 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1560166.875000 Penalty: 3099.611572
	Iteration 9Q: 3 clusters Score -1560167 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1560470.125000 Penalty: 3099.611572
	Iteration 10Q: 3 clusters Score -1560470 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1560841.875000 Penalty: 3099.611572
	Iteration 11Q: 3 clusters Score -1560842 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1561252.250000 Penalty: 3099.611572
	Iteration 12Q: 3 clusters Score -1561252 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1561704.750000 Penalty: 3099.611572
	Iteration 13Q: 3 clusters Score -1561705 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1562158.250000 Penalty: 3099.611572
	Iteration 14Q: 3 clusters Score -1562158 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1562530.750000 Penalty: 3099.611572
	Iteration 15Q: 3 clusters Score -1562531 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1562843.125000 Penalty: 3099.611572
	Iteration 16Q: 3 clusters Score -1562843 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1563046.000000 Penalty: 3099.611572
	Iteration 17Q: 3 clusters Score -1563046 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1563148.750000 Penalty: 3099.611572
	Iteration 18Q: 3 clusters Score -1563149 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1563242.125000 Penalty: 3099.611572
	Iteration 19Q: 3 clusters Score -1563242 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1563306.625000 Penalty: 3099.611572
	Iteration 20F: 3 clusters Score -1563307 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1563364.375000 Penalty: 3099.611572
	Iteration 21Q: 3 clusters Score -1563364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1563403.000000 Penalty: 3099.611572
	Iteration 22Q: 3 clusters Score -1563403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1563431.625000 Penalty: 3099.611572
	Iteration 23Q: 3 clusters Score -1563432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1563454.250000 Penalty: 3099.611572
	Iteration 24Q: 3 clusters Score -1563454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1563469.375000 Penalty: 3099.611572
	Iteration 25Q: 3 clusters Score -1563469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1563490.000000 Penalty: 3099.611572
	Iteration 26Q: 3 clusters Score -1563490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1563502.375000 Penalty: 3099.611572
	Iteration 27Q: 3 clusters Score -1563502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1563507.375000 Penalty: 3099.611572
	Iteration 28Q: 3 clusters Score -1563507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1563510.000000 Penalty: 3099.611572
	Iteration 29Q: 3 clusters Score -1563510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1563509.375000 Penalty: 3099.611572
	Iteration 30Q: 3 clusters Score -1563509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1563509.375000 Penalty: 3099.611572
	Iteration 31F: 3 clusters Score -1563509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Entering Unmasked Estep 
Score: -1194299.125000 Penalty: 1512.197632
	Iteration 0F: 2 clusters Score -1194299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1186446.375000 Penalty: 3024.395264
	Iteration 0F: 3 clusters Score -1186446 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1189050.375000 Penalty: 3024.395264
	Iteration 1F: 3 clusters Score -1189050 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1189363.125000 Penalty: 3024.395264
	Iteration 2F: 3 clusters Score -1189363 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1189660.875000 Penalty: 3024.395264
	Iteration 3F: 3 clusters Score -1189661 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1189947.750000 Penalty: 3024.395264
	Iteration 4F: 3 clusters Score -1189948 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1190196.750000 Penalty: 3024.395264
	Iteration 5Q: 3 clusters Score -1190197 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1190413.750000 Penalty: 3024.395264
	Iteration 6Q: 3 clusters Score -1190414 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1190612.625000 Penalty: 3024.395264
	Iteration 7Q: 3 clusters Score -1190613 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1190820.500000 Penalty: 3024.395264
	Iteration 8Q: 3 clusters Score -1190820 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1191032.500000 Penalty: 3024.395264
	Iteration 9Q: 3 clusters Score -1191032 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1191282.625000 Penalty: 3024.395264
	Iteration 10Q: 3 clusters Score -1191283 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1191517.125000 Penalty: 3024.395264
	Iteration 11Q: 3 clusters Score -1191517 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1191713.625000 Penalty: 3024.395264
	Iteration 12Q: 3 clusters Score -1191714 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1191870.750000 Penalty: 3024.395264
	Iteration 13Q: 3 clusters Score -1191871 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1192028.500000 Penalty: 3024.395264
	Iteration 14Q: 3 clusters Score -1192028 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1192141.000000 Penalty: 3024.395264
	Iteration 15Q: 3 clusters Score -1192141 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1192231.125000 Penalty: 3024.395264
	Iteration 16Q: 3 clusters Score -1192231 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1192316.375000 Penalty: 3024.395264
	Iteration 17Q: 3 clusters Score -1192316 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1192402.125000 Penalty: 3024.395264
	Iteration 18Q: 3 clusters Score -1192402 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1192485.500000 Penalty: 3024.395264
	Iteration 19Q: 3 clusters Score -1192486 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1192552.625000 Penalty: 3024.395264
	Iteration 20F: 3 clusters Score -1192553 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1192607.500000 Penalty: 3024.395264
	Iteration 21Q: 3 clusters Score -1192608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1192654.000000 Penalty: 3024.395264
	Iteration 22Q: 3 clusters Score -1192654 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1192689.375000 Penalty: 3024.395264
	Iteration 23Q: 3 clusters Score -1192689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1192728.750000 Penalty: 3024.395264
	Iteration 24Q: 3 clusters Score -1192729 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1192768.125000 Penalty: 3024.395264
	Iteration 25Q: 3 clusters Score -1192768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1192787.875000 Penalty: 3024.395264
	Iteration 26Q: 3 clusters Score -1192788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1192810.000000 Penalty: 3024.395264
	Iteration 27Q: 3 clusters Score -1192810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1192822.250000 Penalty: 3024.395264
	Iteration 28Q: 3 clusters Score -1192822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1192837.875000 Penalty: 3024.395264
	Iteration 29Q: 3 clusters Score -1192838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1192842.625000 Penalty: 3024.395264
	Iteration 30Q: 3 clusters Score -1192843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1192847.500000 Penalty: 3024.395264
	Iteration 31Q: 3 clusters Score -1192848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1192853.875000 Penalty: 3024.395264
	Iteration 32Q: 3 clusters Score -1192854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1192855.375000 Penalty: 3024.395264
	Iteration 33Q: 3 clusters Score -1192855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1192860.125000 Penalty: 3024.395264
	Iteration 34Q: 3 clusters Score -1192860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1192866.500000 Penalty: 3024.395264
	Iteration 35Q: 3 clusters Score -1192866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1192869.750000 Penalty: 3024.395264
	Iteration 36Q: 3 clusters Score -1192870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1192869.125000 Penalty: 3024.395264
	Iteration 37Q: 3 clusters Score -1192869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1192875.875000 Penalty: 3024.395264
	Iteration 38Q: 3 clusters Score -1192876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1192877.625000 Penalty: 3024.395264
	Iteration 39Q: 3 clusters Score -1192878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1192882.250000 Penalty: 3024.395264
	Iteration 40F: 3 clusters Score -1192882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1192888.250000 Penalty: 3024.395264
	Iteration 41Q: 3 clusters Score -1192888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1192892.000000 Penalty: 3024.395264
	Iteration 42Q: 3 clusters Score -1192892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1192891.875000 Penalty: 3024.395264
	Iteration 43Q: 3 clusters Score -1192892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1192897.125000 Penalty: 3024.395264
	Iteration 44Q: 3 clusters Score -1192897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1192898.125000 Penalty: 3024.395264
	Iteration 45Q: 3 clusters Score -1192898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1192901.250000 Penalty: 3024.395264
	Iteration 46Q: 3 clusters Score -1192901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1192901.875000 Penalty: 3024.395264
	Iteration 47Q: 3 clusters Score -1192902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1192901.625000 Penalty: 3024.395264
	Iteration 48Q: 3 clusters Score -1192902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1192906.875000 Penalty: 3024.395264
	Iteration 49Q: 3 clusters Score -1192907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1192906.875000 Penalty: 3024.395264
	Iteration 50Q: 3 clusters Score -1192907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1192906.000000 Penalty: 3024.395264
	Iteration 51Q: 3 clusters Score -1192906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1192906.875000 Penalty: 3024.395264
	Iteration 52Q: 3 clusters Score -1192907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1192906.375000 Penalty: 3024.395264
	Iteration 53Q: 3 clusters Score -1192906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1192907.125000 Penalty: 3024.395264
	Iteration 54Q: 3 clusters Score -1192907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1192909.375000 Penalty: 3024.395264
	Iteration 55Q: 3 clusters Score -1192909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1192908.250000 Penalty: 3024.395264
	Iteration 56Q: 3 clusters Score -1192908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1192910.250000 Penalty: 3024.395264
	Iteration 57Q: 3 clusters Score -1192910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1192909.875000 Penalty: 3024.395264
	Iteration 58Q: 3 clusters Score -1192910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1192909.125000 Penalty: 3024.395264
	Iteration 59Q: 3 clusters Score -1192909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1192909.500000 Penalty: 3024.395264
	Iteration 60F: 3 clusters Score -1192910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1192910.375000 Penalty: 3024.395264
	Iteration 61Q: 3 clusters Score -1192910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1192910.125000 Penalty: 3024.395264
	Iteration 62Q: 3 clusters Score -1192910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1192910.125000 Penalty: 3024.395264
	Iteration 63Q: 3 clusters Score -1192910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1192910.125000 Penalty: 3024.395264
	Iteration 64F: 3 clusters Score -1192910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Entering Unmasked Estep 
Score: -966326.250000 Penalty: 1487.436035
	Iteration 0F: 2 clusters Score -966326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -959534.250000 Penalty: 2974.872070
	Iteration 0F: 3 clusters Score -959534.2 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -961813.375000 Penalty: 2974.872070
	Iteration 1F: 3 clusters Score -961813.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -962125.687500 Penalty: 2974.872070
	Iteration 2F: 3 clusters Score -962125.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -962392.875000 Penalty: 2974.872070
	Iteration 3F: 3 clusters Score -962392.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -962620.812500 Penalty: 2974.872070
	Iteration 4Q: 3 clusters Score -962620.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -962824.375000 Penalty: 2974.872070
	Iteration 5Q: 3 clusters Score -962824.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -963041.000000 Penalty: 2974.872070
	Iteration 6Q: 3 clusters Score -963041 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -963226.500000 Penalty: 2974.872070
	Iteration 7Q: 3 clusters Score -963226.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -963410.875000 Penalty: 2974.872070
	Iteration 8Q: 3 clusters Score -963410.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -963570.062500 Penalty: 2974.872070
	Iteration 9Q: 3 clusters Score -963570.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -963711.687500 Penalty: 2974.872070
	Iteration 10Q: 3 clusters Score -963711.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -963833.062500 Penalty: 2974.872070
	Iteration 11Q: 3 clusters Score -963833.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -963931.875000 Penalty: 2974.872070
	Iteration 12Q: 3 clusters Score -963931.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -964034.312500 Penalty: 2974.872070
	Iteration 13Q: 3 clusters Score -964034.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -964137.312500 Penalty: 2974.872070
	Iteration 14Q: 3 clusters Score -964137.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -964231.312500 Penalty: 2974.872070
	Iteration 15Q: 3 clusters Score -964231.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -964337.687500 Penalty: 2974.872070
	Iteration 16Q: 3 clusters Score -964337.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -964443.250000 Penalty: 2974.872070
	Iteration 17Q: 3 clusters Score -964443.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -964537.500000 Penalty: 2974.872070
	Iteration 18Q: 3 clusters Score -964537.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -964638.000000 Penalty: 2974.872070
	Iteration 19Q: 3 clusters Score -964638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -964719.500000 Penalty: 2974.872070
	Iteration 20F: 3 clusters Score -964719.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -964794.250000 Penalty: 2974.872070
	Iteration 21Q: 3 clusters Score -964794.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -964863.125000 Penalty: 2974.872070
	Iteration 22Q: 3 clusters Score -964863.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -964923.750000 Penalty: 2974.872070
	Iteration 23Q: 3 clusters Score -964923.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -964968.937500 Penalty: 2974.872070
	Iteration 24Q: 3 clusters Score -964968.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -965007.562500 Penalty: 2974.872070
	Iteration 25Q: 3 clusters Score -965007.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -965044.937500 Penalty: 2974.872070
	Iteration 26Q: 3 clusters Score -965044.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -965083.187500 Penalty: 2974.872070
	Iteration 27Q: 3 clusters Score -965083.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -965113.562500 Penalty: 2974.872070
	Iteration 28Q: 3 clusters Score -965113.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -965137.312500 Penalty: 2974.872070
	Iteration 29Q: 3 clusters Score -965137.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -965156.750000 Penalty: 2974.872070
	Iteration 30Q: 3 clusters Score -965156.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -965173.312500 Penalty: 2974.872070
	Iteration 31Q: 3 clusters Score -965173.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -965185.687500 Penalty: 2974.872070
	Iteration 32Q: 3 clusters Score -965185.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -965200.687500 Penalty: 2974.872070
	Iteration 33Q: 3 clusters Score -965200.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -965215.375000 Penalty: 2974.872070
	Iteration 34Q: 3 clusters Score -965215.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -965225.062500 Penalty: 2974.872070
	Iteration 35Q: 3 clusters Score -965225.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -965227.875000 Penalty: 2974.872070
	Iteration 36Q: 3 clusters Score -965227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -965228.750000 Penalty: 2974.872070
	Iteration 37Q: 3 clusters Score -965228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -965228.125000 Penalty: 2974.872070
	Iteration 38Q: 3 clusters Score -965228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -965231.250000 Penalty: 2974.872070
	Iteration 39F: 3 clusters Score -965231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -965237.500000 Penalty: 2974.872070
	Iteration 40F: 3 clusters Score -965237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -965240.875000 Penalty: 2974.872070
	Iteration 41Q: 3 clusters Score -965240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -965242.000000 Penalty: 2974.872070
	Iteration 42Q: 3 clusters Score -965242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -965242.687500 Penalty: 2974.872070
	Iteration 43Q: 3 clusters Score -965242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -965243.750000 Penalty: 2974.872070
	Iteration 44Q: 3 clusters Score -965243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -965243.750000 Penalty: 2974.872070
	Iteration 45F: 3 clusters Score -965243.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Entering Unmasked Estep 
Score: -405385.500000 Penalty: 1333.036987
	Iteration 0F: 2 clusters Score -405385.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -402257.687500 Penalty: 2666.073975
	Iteration 0F: 3 clusters Score -402257.7 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -402969.437500 Penalty: 2666.073975
	Iteration 1F: 3 clusters Score -402969.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -403114.125000 Penalty: 2666.073975
	Iteration 2F: 3 clusters Score -403114.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -403223.718750 Penalty: 2666.073975
	Iteration 3F: 3 clusters Score -403223.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -403313.593750 Penalty: 2666.073975
	Iteration 4Q: 3 clusters Score -403313.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -403388.156250 Penalty: 2666.073975
	Iteration 5Q: 3 clusters Score -403388.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -403445.718750 Penalty: 2666.073975
	Iteration 6Q: 3 clusters Score -403445.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -403498.312500 Penalty: 2666.073975
	Iteration 7Q: 3 clusters Score -403498.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -403542.656250 Penalty: 2666.073975
	Iteration 8Q: 3 clusters Score -403542.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -403581.156250 Penalty: 2666.073975
	Iteration 9Q: 3 clusters Score -403581.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -403613.375000 Penalty: 2666.073975
	Iteration 10Q: 3 clusters Score -403613.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -403650.656250 Penalty: 2666.073975
	Iteration 11Q: 3 clusters Score -403650.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -403690.031250 Penalty: 2666.073975
	Iteration 12Q: 3 clusters Score -403690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -403729.343750 Penalty: 2666.073975
	Iteration 13Q: 3 clusters Score -403729.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -403760.312500 Penalty: 2666.073975
	Iteration 14Q: 3 clusters Score -403760.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -403794.906250 Penalty: 2666.073975
	Iteration 15Q: 3 clusters Score -403794.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -403831.562500 Penalty: 2666.073975
	Iteration 16Q: 3 clusters Score -403831.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -403880.718750 Penalty: 2666.073975
	Iteration 17Q: 3 clusters Score -403880.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -403921.843750 Penalty: 2666.073975
	Iteration 18Q: 3 clusters Score -403921.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -403951.031250 Penalty: 2666.073975
	Iteration 19Q: 3 clusters Score -403951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -403995.531250 Penalty: 2666.073975
	Iteration 20F: 3 clusters Score -403995.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -404041.968750 Penalty: 2666.073975
	Iteration 21Q: 3 clusters Score -404042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -404090.437500 Penalty: 2666.073975
	Iteration 22Q: 3 clusters Score -404090.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -404125.000000 Penalty: 2666.073975
	Iteration 23Q: 3 clusters Score -404125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -404163.781250 Penalty: 2666.073975
	Iteration 24Q: 3 clusters Score -404163.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -404190.718750 Penalty: 2666.073975
	Iteration 25Q: 3 clusters Score -404190.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -404215.812500 Penalty: 2666.073975
	Iteration 26Q: 3 clusters Score -404215.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -404240.343750 Penalty: 2666.073975
	Iteration 27Q: 3 clusters Score -404240.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -404263.000000 Penalty: 2666.073975
	Iteration 28Q: 3 clusters Score -404263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -404274.250000 Penalty: 2666.073975
	Iteration 29Q: 3 clusters Score -404274.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -404281.812500 Penalty: 2666.073975
	Iteration 30Q: 3 clusters Score -404281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -404283.656250 Penalty: 2666.073975
	Iteration 31Q: 3 clusters Score -404283.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -404287.343750 Penalty: 2666.073975
	Iteration 32Q: 3 clusters Score -404287.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -404289.031250 Penalty: 2666.073975
	Iteration 33Q: 3 clusters Score -404289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -404290.562500 Penalty: 2666.073975
	Iteration 34Q: 3 clusters Score -404290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -404292.843750 Penalty: 2666.073975
	Iteration 35Q: 3 clusters Score -404292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -404296.312500 Penalty: 2666.073975
	Iteration 36Q: 3 clusters Score -404296.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -404298.031250 Penalty: 2666.073975
	Iteration 37Q: 3 clusters Score -404298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -404298.906250 Penalty: 2666.073975
	Iteration 38Q: 3 clusters Score -404298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -404299.593750 Penalty: 2666.073975
	Iteration 39Q: 3 clusters Score -404299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -404299.593750 Penalty: 2666.073975
	Iteration 40F: 3 clusters Score -404299.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -39490.183594 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -39490.18 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 247 members 
Entering Unmasked Estep 
Score: -38519.746094 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -38519.75 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38924.242188 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -38924.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39207.621094 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -39207.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -39400.257812 Penalty: 1986.226929
	Iteration 3F: 3 clusters Score -39400.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39478.031250 Penalty: 1986.226929
	Iteration 4F: 3 clusters Score -39478.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39508.304688 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -39508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39523.500000 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -39523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39556.175781 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -39556.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39570.921875 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -39570.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -39584.593750 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -39584.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -39585.878906 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -39585.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -39585.878906 Penalty: 1986.226929
	Iteration 11F: 3 clusters Score -39585.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35218 members 
Mstep: Class 3 contains 18162 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 337 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13867 members 
Mstep: Class 11 contains 11002 members 
Mstep: Class 12 contains 9447 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 114 members 
Mstep: Class 15 contains 175186 members 
Mstep: Class 16 contains 12858 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 24932 members 
Mstep: Class 21 contains 6317 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
Score: -41699944.000000 Penalty: 45986.972656
Splitting cluster 14 changes total score from -41700952.000000 to -41699944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (175186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175186 members 
Entering Unmasked Estep 
Score: -19213974.000000 Penalty: 1961.960571
	Iteration 0F: 2 clusters Score -1.921397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -19113160.000000 Penalty: 3923.921143
	Iteration 0F: 3 clusters Score -1.911316e+07 nChanged 84635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -19163148.000000 Penalty: 3923.921143
	Iteration 1F: 3 clusters Score -1.916315e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91480 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -19163916.000000 Penalty: 3923.921143
	Iteration 2Q: 3 clusters Score -1.916392e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -19164886.000000 Penalty: 3923.921143
	Iteration 3Q: 3 clusters Score -1.916489e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -19166196.000000 Penalty: 3923.921143
	Iteration 4Q: 3 clusters Score -1.91662e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -19167680.000000 Penalty: 3923.921143
	Iteration 5Q: 3 clusters Score -1.916768e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -19170160.000000 Penalty: 3923.921143
	Iteration 6Q: 3 clusters Score -1.917016e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113630 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -19173922.000000 Penalty: 3923.921143
	Iteration 7F: 3 clusters Score -1.917392e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124291 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -19179424.000000 Penalty: 3923.921143
	Iteration 8F: 3 clusters Score -1.917942e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137329 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -19187462.000000 Penalty: 3923.921143
	Iteration 9F: 3 clusters Score -1.918746e+07 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -19197010.000000 Penalty: 3923.921143
	Iteration 10F: 3 clusters Score -1.919701e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -19204752.000000 Penalty: 3923.921143
	Iteration 11F: 3 clusters Score -1.920475e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169739 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -19209300.000000 Penalty: 3923.921143
	Iteration 12Q: 3 clusters Score -1.92093e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173145 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -19211142.000000 Penalty: 3923.921143
	Iteration 13Q: 3 clusters Score -1.921114e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174394 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -19211818.000000 Penalty: 3923.921143
	Iteration 14Q: 3 clusters Score -1.921182e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174757 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19212068.000000 Penalty: 3923.921143
	Iteration 15Q: 3 clusters Score -1.921207e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174884 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19212142.000000 Penalty: 3923.921143
	Iteration 16Q: 3 clusters Score -1.921214e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174931 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19212212.000000 Penalty: 3923.921143
	Iteration 17Q: 3 clusters Score -1.921221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174958 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19212242.000000 Penalty: 3923.921143
	Iteration 18Q: 3 clusters Score -1.921224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174974 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19212262.000000 Penalty: 3923.921143
	Iteration 19Q: 3 clusters Score -1.921226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174984 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19212270.000000 Penalty: 3923.921143
	Iteration 20F: 3 clusters Score -1.921227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174995 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19212288.000000 Penalty: 3923.921143
	Iteration 21Q: 3 clusters Score -1.921229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19212310.000000 Penalty: 3923.921143
	Iteration 22Q: 3 clusters Score -1.921231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19212310.000000 Penalty: 3923.921143
	Iteration 23Q: 3 clusters Score -1.921231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175002 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19212302.000000 Penalty: 3923.921143
	Iteration 24Q: 3 clusters Score -1.92123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19212322.000000 Penalty: 3923.921143
	Iteration 25Q: 3 clusters Score -1.921232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19212324.000000 Penalty: 3923.921143
	Iteration 26Q: 3 clusters Score -1.921232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175001 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19212330.000000 Penalty: 3923.921143
	Iteration 27Q: 3 clusters Score -1.921233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19212324.000000 Penalty: 3923.921143
	Iteration 28Q: 3 clusters Score -1.921232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19212338.000000 Penalty: 3923.921143
	Iteration 29Q: 3 clusters Score -1.921234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174999 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19212326.000000 Penalty: 3923.921143
	Iteration 30Q: 3 clusters Score -1.921233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174999 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19212326.000000 Penalty: 3923.921143
	Iteration 31F: 3 clusters Score -1.921233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Entering Unmasked Estep 
Score: -1454539.500000 Penalty: 1537.529785
	Iteration 0F: 2 clusters Score -1454540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1445442.875000 Penalty: 3075.059570
	Iteration 0F: 3 clusters Score -1445443 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1448353.750000 Penalty: 3075.059570
	Iteration 1F: 3 clusters Score -1448354 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1448546.375000 Penalty: 3075.059570
	Iteration 2Q: 3 clusters Score -1448546 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1448722.500000 Penalty: 3075.059570
	Iteration 3Q: 3 clusters Score -1448722 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1448909.375000 Penalty: 3075.059570
	Iteration 4Q: 3 clusters Score -1448909 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1449115.000000 Penalty: 3075.059570
	Iteration 5Q: 3 clusters Score -1449115 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1449383.625000 Penalty: 3075.059570
	Iteration 6Q: 3 clusters Score -1449384 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1449775.500000 Penalty: 3075.059570
	Iteration 7Q: 3 clusters Score -1449776 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1450300.625000 Penalty: 3075.059570
	Iteration 8F: 3 clusters Score -1450301 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1450928.875000 Penalty: 3075.059570
	Iteration 9F: 3 clusters Score -1450929 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1451525.000000 Penalty: 3075.059570
	Iteration 10F: 3 clusters Score -1451525 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1452043.500000 Penalty: 3075.059570
	Iteration 11Q: 3 clusters Score -1452044 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1452466.125000 Penalty: 3075.059570
	Iteration 12Q: 3 clusters Score -1452466 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1452781.500000 Penalty: 3075.059570
	Iteration 13Q: 3 clusters Score -1452782 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1452971.125000 Penalty: 3075.059570
	Iteration 14Q: 3 clusters Score -1452971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1453085.250000 Penalty: 3075.059570
	Iteration 15Q: 3 clusters Score -1453085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1453141.000000 Penalty: 3075.059570
	Iteration 16Q: 3 clusters Score -1453141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1453174.875000 Penalty: 3075.059570
	Iteration 17Q: 3 clusters Score -1453175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1453198.375000 Penalty: 3075.059570
	Iteration 18Q: 3 clusters Score -1453198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1453212.125000 Penalty: 3075.059570
	Iteration 19Q: 3 clusters Score -1453212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1453219.500000 Penalty: 3075.059570
	Iteration 20F: 3 clusters Score -1453220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1453220.875000 Penalty: 3075.059570
	Iteration 21Q: 3 clusters Score -1453221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1453224.500000 Penalty: 3075.059570
	Iteration 22Q: 3 clusters Score -1453224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1453226.000000 Penalty: 3075.059570
	Iteration 23Q: 3 clusters Score -1453226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1453227.500000 Penalty: 3075.059570
	Iteration 24Q: 3 clusters Score -1453228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1453227.500000 Penalty: 3075.059570
	Iteration 25F: 3 clusters Score -1453228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -409969.562500 Penalty: 1335.333740
	Iteration 0F: 2 clusters Score -409969.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -406830.187500 Penalty: 2670.667480
	Iteration 0F: 3 clusters Score -406830.2 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -407637.218750 Penalty: 2670.667480
	Iteration 1F: 3 clusters Score -407637.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -407808.531250 Penalty: 2670.667480
	Iteration 2F: 3 clusters Score -407808.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -407905.500000 Penalty: 2670.667480
	Iteration 3Q: 3 clusters Score -407905.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -407996.906250 Penalty: 2670.667480
	Iteration 4Q: 3 clusters Score -407996.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -408080.062500 Penalty: 2670.667480
	Iteration 5Q: 3 clusters Score -408080.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -408173.468750 Penalty: 2670.667480
	Iteration 6Q: 3 clusters Score -408173.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -408268.718750 Penalty: 2670.667480
	Iteration 7Q: 3 clusters Score -408268.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -408374.093750 Penalty: 2670.667480
	Iteration 8Q: 3 clusters Score -408374.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -408471.812500 Penalty: 2670.667480
	Iteration 9Q: 3 clusters Score -408471.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -408568.343750 Penalty: 2670.667480
	Iteration 10Q: 3 clusters Score -408568.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -408631.343750 Penalty: 2670.667480
	Iteration 11Q: 3 clusters Score -408631.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -408685.093750 Penalty: 2670.667480
	Iteration 12Q: 3 clusters Score -408685.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -408717.968750 Penalty: 2670.667480
	Iteration 13Q: 3 clusters Score -408718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -408745.656250 Penalty: 2670.667480
	Iteration 14Q: 3 clusters Score -408745.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -408774.062500 Penalty: 2670.667480
	Iteration 15Q: 3 clusters Score -408774.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -408796.968750 Penalty: 2670.667480
	Iteration 16Q: 3 clusters Score -408797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -408812.312500 Penalty: 2670.667480
	Iteration 17Q: 3 clusters Score -408812.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -408825.531250 Penalty: 2670.667480
	Iteration 18Q: 3 clusters Score -408825.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -408837.562500 Penalty: 2670.667480
	Iteration 19Q: 3 clusters Score -408837.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -408845.250000 Penalty: 2670.667480
	Iteration 20F: 3 clusters Score -408845.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -408850.531250 Penalty: 2670.667480
	Iteration 21Q: 3 clusters Score -408850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -408858.625000 Penalty: 2670.667480
	Iteration 22Q: 3 clusters Score -408858.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -408867.500000 Penalty: 2670.667480
	Iteration 23Q: 3 clusters Score -408867.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -408874.125000 Penalty: 2670.667480
	Iteration 24Q: 3 clusters Score -408874.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -408879.406250 Penalty: 2670.667480
	Iteration 25Q: 3 clusters Score -408879.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -408883.031250 Penalty: 2670.667480
	Iteration 26Q: 3 clusters Score -408883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -408885.500000 Penalty: 2670.667480
	Iteration 27Q: 3 clusters Score -408885.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -408886.812500 Penalty: 2670.667480
	Iteration 28Q: 3 clusters Score -408886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -408887.656250 Penalty: 2670.667480
	Iteration 29Q: 3 clusters Score -408887.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -408890.093750 Penalty: 2670.667480
	Iteration 30Q: 3 clusters Score -408890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -408893.031250 Penalty: 2670.667480
	Iteration 31Q: 3 clusters Score -408893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -408897.125000 Penalty: 2670.667480
	Iteration 32Q: 3 clusters Score -408897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -408899.750000 Penalty: 2670.667480
	Iteration 33Q: 3 clusters Score -408899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -408900.687500 Penalty: 2670.667480
	Iteration 34Q: 3 clusters Score -408900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -408902.250000 Penalty: 2670.667480
	Iteration 35Q: 3 clusters Score -408902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -408902.812500 Penalty: 2670.667480
	Iteration 36Q: 3 clusters Score -408902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -408902.812500 Penalty: 2670.667480
	Iteration 37F: 3 clusters Score -408902.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -379972.531250 Penalty: 1322.136719
	Iteration 0F: 2 clusters Score -379972.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -377029.031250 Penalty: 2644.273438
	Iteration 0F: 3 clusters Score -377029 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -377802.718750 Penalty: 2644.273438
	Iteration 1F: 3 clusters Score -377802.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -377987.562500 Penalty: 2644.273438
	Iteration 2F: 3 clusters Score -377987.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -378099.375000 Penalty: 2644.273438
	Iteration 3F: 3 clusters Score -378099.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -378170.312500 Penalty: 2644.273438
	Iteration 4Q: 3 clusters Score -378170.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -378212.562500 Penalty: 2644.273438
	Iteration 5Q: 3 clusters Score -378212.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -378241.531250 Penalty: 2644.273438
	Iteration 6Q: 3 clusters Score -378241.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -378266.843750 Penalty: 2644.273438
	Iteration 7Q: 3 clusters Score -378266.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -378292.468750 Penalty: 2644.273438
	Iteration 8Q: 3 clusters Score -378292.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -378321.906250 Penalty: 2644.273438
	Iteration 9Q: 3 clusters Score -378321.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -378356.500000 Penalty: 2644.273438
	Iteration 10Q: 3 clusters Score -378356.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -378398.343750 Penalty: 2644.273438
	Iteration 11Q: 3 clusters Score -378398.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -378442.843750 Penalty: 2644.273438
	Iteration 12Q: 3 clusters Score -378442.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -378486.625000 Penalty: 2644.273438
	Iteration 13Q: 3 clusters Score -378486.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -378530.343750 Penalty: 2644.273438
	Iteration 14Q: 3 clusters Score -378530.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -378571.968750 Penalty: 2644.273438
	Iteration 15Q: 3 clusters Score -378572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -378619.843750 Penalty: 2644.273438
	Iteration 16Q: 3 clusters Score -378619.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -378665.843750 Penalty: 2644.273438
	Iteration 17Q: 3 clusters Score -378665.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -378708.468750 Penalty: 2644.273438
	Iteration 18Q: 3 clusters Score -378708.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -378744.093750 Penalty: 2644.273438
	Iteration 19Q: 3 clusters Score -378744.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -378769.968750 Penalty: 2644.273438
	Iteration 20F: 3 clusters Score -378770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -378789.062500 Penalty: 2644.273438
	Iteration 21Q: 3 clusters Score -378789.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -378800.750000 Penalty: 2644.273438
	Iteration 22Q: 3 clusters Score -378800.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -378807.937500 Penalty: 2644.273438
	Iteration 23Q: 3 clusters Score -378807.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -378815.437500 Penalty: 2644.273438
	Iteration 24Q: 3 clusters Score -378815.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -378822.906250 Penalty: 2644.273438
	Iteration 25Q: 3 clusters Score -378822.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -378833.500000 Penalty: 2644.273438
	Iteration 26Q: 3 clusters Score -378833.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -378841.406250 Penalty: 2644.273438
	Iteration 27Q: 3 clusters Score -378841.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -378847.718750 Penalty: 2644.273438
	Iteration 28Q: 3 clusters Score -378847.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -378854.062500 Penalty: 2644.273438
	Iteration 29Q: 3 clusters Score -378854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -378860.093750 Penalty: 2644.273438
	Iteration 30Q: 3 clusters Score -378860.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -378863.781250 Penalty: 2644.273438
	Iteration 31Q: 3 clusters Score -378863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -378868.031250 Penalty: 2644.273438
	Iteration 32Q: 3 clusters Score -378868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -378870.718750 Penalty: 2644.273438
	Iteration 33Q: 3 clusters Score -378870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -378873.812500 Penalty: 2644.273438
	Iteration 34Q: 3 clusters Score -378873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -378874.687500 Penalty: 2644.273438
	Iteration 35Q: 3 clusters Score -378874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -378875.718750 Penalty: 2644.273438
	Iteration 36Q: 3 clusters Score -378875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -378875.687500 Penalty: 2644.273438
	Iteration 37Q: 3 clusters Score -378875.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -378876.093750 Penalty: 2644.273438
	Iteration 38Q: 3 clusters Score -378876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -378876.093750 Penalty: 2644.273438
	Iteration 39F: 3 clusters Score -378876.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Entering Unmasked Estep 
Score: -4702549.500000 Penalty: 1729.730591
	Iteration 0F: 2 clusters Score -4702550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -4674390.000000 Penalty: 3459.461182
	Iteration 0F: 3 clusters Score -4674390 nChanged 19610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4685530.000000 Penalty: 3459.461182
	Iteration 1F: 3 clusters Score -4685530 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -4685998.000000 Penalty: 3459.461182
	Iteration 2Q: 3 clusters Score -4685998 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4686507.500000 Penalty: 3459.461182
	Iteration 3Q: 3 clusters Score -4686508 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -4687128.000000 Penalty: 3459.461182
	Iteration 4Q: 3 clusters Score -4687128 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4687954.000000 Penalty: 3459.461182
	Iteration 5Q: 3 clusters Score -4687954 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4689224.500000 Penalty: 3459.461182
	Iteration 6F: 3 clusters Score -4689224 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4690963.000000 Penalty: 3459.461182
	Iteration 7F: 3 clusters Score -4690963 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4693228.000000 Penalty: 3459.461182
	Iteration 8F: 3 clusters Score -4693228 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4695731.000000 Penalty: 3459.461182
	Iteration 9F: 3 clusters Score -4695731 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -4697851.000000 Penalty: 3459.461182
	Iteration 10F: 3 clusters Score -4697851 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4699204.500000 Penalty: 3459.461182
	Iteration 11Q: 3 clusters Score -4699204 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4699977.500000 Penalty: 3459.461182
	Iteration 12Q: 3 clusters Score -4699978 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4700384.500000 Penalty: 3459.461182
	Iteration 13Q: 3 clusters Score -4700384 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4700634.500000 Penalty: 3459.461182
	Iteration 14Q: 3 clusters Score -4700634 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4700794.000000 Penalty: 3459.461182
	Iteration 15Q: 3 clusters Score -4700794 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4700892.500000 Penalty: 3459.461182
	Iteration 16Q: 3 clusters Score -4700892 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4700972.500000 Penalty: 3459.461182
	Iteration 17Q: 3 clusters Score -4700972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4701035.000000 Penalty: 3459.461182
	Iteration 18Q: 3 clusters Score -4701035 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4701081.000000 Penalty: 3459.461182
	Iteration 19Q: 3 clusters Score -4701081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4701121.000000 Penalty: 3459.461182
	Iteration 20F: 3 clusters Score -4701121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4701160.500000 Penalty: 3459.461182
	Iteration 21Q: 3 clusters Score -4701160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4701171.000000 Penalty: 3459.461182
	Iteration 22Q: 3 clusters Score -4701171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4701199.000000 Penalty: 3459.461182
	Iteration 23Q: 3 clusters Score -4701199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4701225.000000 Penalty: 3459.461182
	Iteration 24Q: 3 clusters Score -4701225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4701245.500000 Penalty: 3459.461182
	Iteration 25Q: 3 clusters Score -4701246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4701273.000000 Penalty: 3459.461182
	Iteration 26Q: 3 clusters Score -4701273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4701292.500000 Penalty: 3459.461182
	Iteration 27Q: 3 clusters Score -4701292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4701309.500000 Penalty: 3459.461182
	Iteration 28Q: 3 clusters Score -4701310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4701310.000000 Penalty: 3459.461182
	Iteration 29Q: 3 clusters Score -4701310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4701318.000000 Penalty: 3459.461182
	Iteration 30Q: 3 clusters Score -4701318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4701327.500000 Penalty: 3459.461182
	Iteration 31Q: 3 clusters Score -4701328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4701332.500000 Penalty: 3459.461182
	Iteration 32Q: 3 clusters Score -4701332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4701337.000000 Penalty: 3459.461182
	Iteration 33Q: 3 clusters Score -4701337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4701336.500000 Penalty: 3459.461182
	Iteration 34Q: 3 clusters Score -4701336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4701348.500000 Penalty: 3459.461182
	Iteration 35Q: 3 clusters Score -4701348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4701351.500000 Penalty: 3459.461182
	Iteration 36Q: 3 clusters Score -4701352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4701349.500000 Penalty: 3459.461182
	Iteration 37Q: 3 clusters Score -4701350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4701348.500000 Penalty: 3459.461182
	Iteration 38Q: 3 clusters Score -4701348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4701348.500000 Penalty: 3459.461182
	Iteration 39F: 3 clusters Score -4701348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Entering Unmasked Estep 
Score: -2706267.000000 Penalty: 1645.134888
	Iteration 0F: 2 clusters Score -2706267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2689487.250000 Penalty: 3290.269775
	Iteration 0F: 3 clusters Score -2689487 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2695562.000000 Penalty: 3290.269775
	Iteration 1F: 3 clusters Score -2695562 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2695909.500000 Penalty: 3290.269775
	Iteration 2Q: 3 clusters Score -2695910 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2696239.750000 Penalty: 3290.269775
	Iteration 3Q: 3 clusters Score -2696240 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2696588.250000 Penalty: 3290.269775
	Iteration 4Q: 3 clusters Score -2696588 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2696972.250000 Penalty: 3290.269775
	Iteration 5Q: 3 clusters Score -2696972 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2697403.250000 Penalty: 3290.269775
	Iteration 6Q: 3 clusters Score -2697403 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2697957.000000 Penalty: 3290.269775
	Iteration 7Q: 3 clusters Score -2697957 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2698735.250000 Penalty: 3290.269775
	Iteration 8F: 3 clusters Score -2698735 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2699740.250000 Penalty: 3290.269775
	Iteration 9F: 3 clusters Score -2699740 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2700995.750000 Penalty: 3290.269775
	Iteration 10F: 3 clusters Score -2700996 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2702407.500000 Penalty: 3290.269775
	Iteration 11F: 3 clusters Score -2702408 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2703515.250000 Penalty: 3290.269775
	Iteration 12Q: 3 clusters Score -2703515 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -2704209.250000 Penalty: 3290.269775
	Iteration 13Q: 3 clusters Score -2704209 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2704514.750000 Penalty: 3290.269775
	Iteration 14Q: 3 clusters Score -2704515 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2704671.250000 Penalty: 3290.269775
	Iteration 15Q: 3 clusters Score -2704671 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2704754.500000 Penalty: 3290.269775
	Iteration 16Q: 3 clusters Score -2704754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -2704799.750000 Penalty: 3290.269775
	Iteration 17Q: 3 clusters Score -2704800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2704833.750000 Penalty: 3290.269775
	Iteration 18Q: 3 clusters Score -2704834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2704857.500000 Penalty: 3290.269775
	Iteration 19Q: 3 clusters Score -2704858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2704872.500000 Penalty: 3290.269775
	Iteration 20F: 3 clusters Score -2704872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2704880.750000 Penalty: 3290.269775
	Iteration 21Q: 3 clusters Score -2704881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2704889.250000 Penalty: 3290.269775
	Iteration 22Q: 3 clusters Score -2704889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2704894.250000 Penalty: 3290.269775
	Iteration 23Q: 3 clusters Score -2704894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -2704896.250000 Penalty: 3290.269775
	Iteration 24Q: 3 clusters Score -2704896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -2704898.250000 Penalty: 3290.269775
	Iteration 25Q: 3 clusters Score -2704898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2704899.500000 Penalty: 3290.269775
	Iteration 26Q: 3 clusters Score -2704900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2704902.250000 Penalty: 3290.269775
	Iteration 27Q: 3 clusters Score -2704902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2704902.250000 Penalty: 3290.269775
	Iteration 28F: 3 clusters Score -2704902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Entering Unmasked Estep 
Score: -673403.250000 Penalty: 1422.037354
	Iteration 0F: 2 clusters Score -673403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -668554.312500 Penalty: 2844.074707
	Iteration 0F: 3 clusters Score -668554.3 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -669990.062500 Penalty: 2844.074707
	Iteration 1F: 3 clusters Score -669990.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -670302.687500 Penalty: 2844.074707
	Iteration 2F: 3 clusters Score -670302.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -670680.125000 Penalty: 2844.074707
	Iteration 3F: 3 clusters Score -670680.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -671086.687500 Penalty: 2844.074707
	Iteration 4F: 3 clusters Score -671086.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -671541.500000 Penalty: 2844.074707
	Iteration 5F: 3 clusters Score -671541.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -672033.312500 Penalty: 2844.074707
	Iteration 6F: 3 clusters Score -672033.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -672410.625000 Penalty: 2844.074707
	Iteration 7F: 3 clusters Score -672410.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -672648.437500 Penalty: 2844.074707
	Iteration 8Q: 3 clusters Score -672648.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -672783.937500 Penalty: 2844.074707
	Iteration 9Q: 3 clusters Score -672783.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -672887.812500 Penalty: 2844.074707
	Iteration 10Q: 3 clusters Score -672887.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -672963.312500 Penalty: 2844.074707
	Iteration 11Q: 3 clusters Score -672963.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -673028.312500 Penalty: 2844.074707
	Iteration 12Q: 3 clusters Score -673028.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -673072.562500 Penalty: 2844.074707
	Iteration 13Q: 3 clusters Score -673072.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -673094.312500 Penalty: 2844.074707
	Iteration 14Q: 3 clusters Score -673094.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -673107.000000 Penalty: 2844.074707
	Iteration 15Q: 3 clusters Score -673107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -673124.375000 Penalty: 2844.074707
	Iteration 16Q: 3 clusters Score -673124.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -673135.375000 Penalty: 2844.074707
	Iteration 17Q: 3 clusters Score -673135.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -673147.937500 Penalty: 2844.074707
	Iteration 18Q: 3 clusters Score -673147.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -673158.937500 Penalty: 2844.074707
	Iteration 19Q: 3 clusters Score -673158.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -673168.812500 Penalty: 2844.074707
	Iteration 20F: 3 clusters Score -673168.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -673177.625000 Penalty: 2844.074707
	Iteration 21Q: 3 clusters Score -673177.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -673182.187500 Penalty: 2844.074707
	Iteration 22Q: 3 clusters Score -673182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -673185.062500 Penalty: 2844.074707
	Iteration 23Q: 3 clusters Score -673185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -673189.250000 Penalty: 2844.074707
	Iteration 24Q: 3 clusters Score -673189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -673190.937500 Penalty: 2844.074707
	Iteration 25Q: 3 clusters Score -673190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -673195.125000 Penalty: 2844.074707
	Iteration 26Q: 3 clusters Score -673195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -673196.125000 Penalty: 2844.074707
	Iteration 27Q: 3 clusters Score -673196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -673198.562500 Penalty: 2844.074707
	Iteration 28Q: 3 clusters Score -673198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -673198.187500 Penalty: 2844.074707
	Iteration 29Q: 3 clusters Score -673198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -673199.437500 Penalty: 2844.074707
	Iteration 30Q: 3 clusters Score -673199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -673200.125000 Penalty: 2844.074707
	Iteration 31Q: 3 clusters Score -673200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -673202.062500 Penalty: 2844.074707
	Iteration 32Q: 3 clusters Score -673202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -673203.687500 Penalty: 2844.074707
	Iteration 33Q: 3 clusters Score -673203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -673202.062500 Penalty: 2844.074707
	Iteration 34Q: 3 clusters Score -673202.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -673202.062500 Penalty: 2844.074707
	Iteration 35F: 3 clusters Score -673202.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -61124.765625 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -61124.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60011.625000 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -60011.62 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60243.058594 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -60243.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60325.953125 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -60325.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60448.617188 Penalty: 2069.102783
	Iteration 3F: 3 clusters Score -60448.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60476.953125 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -60476.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60485.296875 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -60485.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60487.167969 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -60487.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60487.167969 Penalty: 2069.102783
	Iteration 7F: 3 clusters Score -60487.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35218 members 
Mstep: Class 3 contains 18162 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13867 members 
Mstep: Class 11 contains 11002 members 
Mstep: Class 12 contains 9447 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175186 members 
Mstep: Class 16 contains 12858 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 24932 members 
Mstep: Class 21 contains 6317 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700956.000000 Penalty: 43896.656250
Iteration 159Q: 22 clusters Score -4.170096e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18160 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13864 members 
Mstep: Class 11 contains 11004 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175201 members 
Mstep: Class 16 contains 12858 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41970 members 
Mstep: Class 20 contains 24961 members 
Mstep: Class 21 contains 6318 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700888.000000 Penalty: 43896.656250
Iteration 160F: 22 clusters Score -4.170089e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18159 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13862 members 
Mstep: Class 11 contains 11010 members 
Mstep: Class 12 contains 9426 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175206 members 
Mstep: Class 16 contains 12856 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41981 members 
Mstep: Class 20 contains 24983 members 
Mstep: Class 21 contains 6317 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700932.000000 Penalty: 43896.656250
Iteration 161Q: 22 clusters Score -4.170093e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 18158 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13862 members 
Mstep: Class 11 contains 11014 members 
Mstep: Class 12 contains 9405 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175210 members 
Mstep: Class 16 contains 12856 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 41998 members 
Mstep: Class 20 contains 24996 members 
Mstep: Class 21 contains 6319 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700948.000000 Penalty: 43896.656250
Iteration 162Q: 22 clusters Score -4.170095e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 18157 members 
Mstep: Class 4 contains 4372 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13862 members 
Mstep: Class 11 contains 11015 members 
Mstep: Class 12 contains 9393 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175211 members 
Mstep: Class 16 contains 12857 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42018 members 
Mstep: Class 20 contains 25005 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700952.000000 Penalty: 43896.656250
Iteration 163Q: 22 clusters Score -4.170095e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 35206 members 
Mstep: Class 3 contains 18157 members 
Mstep: Class 4 contains 4360 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13860 members 
Mstep: Class 11 contains 11019 members 
Mstep: Class 12 contains 9374 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175202 members 
Mstep: Class 16 contains 12858 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42043 members 
Mstep: Class 20 contains 25022 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700924.000000 Penalty: 43896.656250
Iteration 164Q: 22 clusters Score -4.170092e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 35202 members 
Mstep: Class 3 contains 18156 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13859 members 
Mstep: Class 11 contains 11023 members 
Mstep: Class 12 contains 9362 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175190 members 
Mstep: Class 16 contains 12857 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42071 members 
Mstep: Class 20 contains 25044 members 
Mstep: Class 21 contains 6317 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700972.000000 Penalty: 43896.656250
Iteration 165Q: 22 clusters Score -4.170097e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 35197 members 
Mstep: Class 3 contains 18156 members 
Mstep: Class 4 contains 4328 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 13858 members 
Mstep: Class 11 contains 11026 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175181 members 
Mstep: Class 16 contains 12857 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42095 members 
Mstep: Class 20 contains 25065 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700992.000000 Penalty: 43896.656250
Iteration 166Q: 22 clusters Score -4.170099e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 35187 members 
Mstep: Class 3 contains 18154 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 13859 members 
Mstep: Class 11 contains 11034 members 
Mstep: Class 12 contains 9339 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175189 members 
Mstep: Class 16 contains 12856 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42118 members 
Mstep: Class 20 contains 25084 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701000.000000 Penalty: 43896.656250
Iteration 167Q: 22 clusters Score -4.1701e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 18153 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13860 members 
Mstep: Class 11 contains 11039 members 
Mstep: Class 12 contains 9314 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175185 members 
Mstep: Class 16 contains 12856 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42139 members 
Mstep: Class 20 contains 25104 members 
Mstep: Class 21 contains 6319 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701012.000000 Penalty: 43896.656250
Iteration 168Q: 22 clusters Score -4.170101e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 35182 members 
Mstep: Class 3 contains 18151 members 
Mstep: Class 4 contains 4284 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13861 members 
Mstep: Class 11 contains 11052 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175163 members 
Mstep: Class 16 contains 12855 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42165 members 
Mstep: Class 20 contains 25112 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700972.000000 Penalty: 43896.656250
Iteration 169Q: 22 clusters Score -4.170097e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 35181 members 
Mstep: Class 3 contains 18150 members 
Mstep: Class 4 contains 4269 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13860 members 
Mstep: Class 11 contains 11059 members 
Mstep: Class 12 contains 9279 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175148 members 
Mstep: Class 16 contains 12853 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42186 members 
Mstep: Class 20 contains 25132 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700980.000000 Penalty: 43896.656250
Iteration 170Q: 22 clusters Score -4.170098e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 35181 members 
Mstep: Class 3 contains 18150 members 
Mstep: Class 4 contains 4249 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13860 members 
Mstep: Class 11 contains 11062 members 
Mstep: Class 12 contains 9278 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175133 members 
Mstep: Class 16 contains 12853 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42205 members 
Mstep: Class 20 contains 25145 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700988.000000 Penalty: 43896.656250
Iteration 171Q: 22 clusters Score -4.170099e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 35174 members 
Mstep: Class 3 contains 18148 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13860 members 
Mstep: Class 11 contains 11071 members 
Mstep: Class 12 contains 9268 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175129 members 
Mstep: Class 16 contains 12852 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42222 members 
Mstep: Class 20 contains 25156 members 
Mstep: Class 21 contains 6323 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700964.000000 Penalty: 43896.656250
Iteration 172Q: 22 clusters Score -4.170096e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 35165 members 
Mstep: Class 3 contains 18148 members 
Mstep: Class 4 contains 4216 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13860 members 
Mstep: Class 11 contains 11077 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 3664 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175125 members 
Mstep: Class 16 contains 12851 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42237 members 
Mstep: Class 20 contains 25178 members 
Mstep: Class 21 contains 6323 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700964.000000 Penalty: 43896.656250
Iteration 173Q: 22 clusters Score -4.170096e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 35156 members 
Mstep: Class 3 contains 18145 members 
Mstep: Class 4 contains 4197 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 13859 members 
Mstep: Class 11 contains 11087 members 
Mstep: Class 12 contains 9243 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175125 members 
Mstep: Class 16 contains 12849 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42254 members 
Mstep: Class 20 contains 25195 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700924.000000 Penalty: 43896.656250
Iteration 174Q: 22 clusters Score -4.170092e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 35147 members 
Mstep: Class 3 contains 18140 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2026 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 13858 members 
Mstep: Class 11 contains 11098 members 
Mstep: Class 12 contains 9224 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175115 members 
Mstep: Class 16 contains 12847 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42277 members 
Mstep: Class 20 contains 25223 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700864.000000 Penalty: 43896.656250
Iteration 175Q: 22 clusters Score -4.170086e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 35139 members 
Mstep: Class 3 contains 18135 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 13857 members 
Mstep: Class 11 contains 11106 members 
Mstep: Class 12 contains 9212 members 
Mstep: Class 13 contains 3670 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175111 members 
Mstep: Class 16 contains 12846 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42299 members 
Mstep: Class 20 contains 25241 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700928.000000 Penalty: 43896.656250
Iteration 176Q: 22 clusters Score -4.170093e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 18128 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 13854 members 
Mstep: Class 11 contains 11111 members 
Mstep: Class 12 contains 9198 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175109 members 
Mstep: Class 16 contains 12847 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42325 members 
Mstep: Class 20 contains 25265 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700928.000000 Penalty: 43896.656250
Iteration 177Q: 22 clusters Score -4.170093e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 35121 members 
Mstep: Class 3 contains 18122 members 
Mstep: Class 4 contains 4132 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 13849 members 
Mstep: Class 11 contains 11115 members 
Mstep: Class 12 contains 9182 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175116 members 
Mstep: Class 16 contains 12843 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 42352 members 
Mstep: Class 20 contains 25283 members 
Mstep: Class 21 contains 6319 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700876.000000 Penalty: 43896.656250
Iteration 178Q: 22 clusters Score -4.170088e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 35113 members 
Mstep: Class 3 contains 18112 members 
Mstep: Class 4 contains 4117 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 9 contains 4435 members 
Mstep: Class 10 contains 13845 members 
Mstep: Class 11 contains 11121 members 
Mstep: Class 12 contains 9165 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175117 members 
Mstep: Class 16 contains 12841 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 42382 members 
Mstep: Class 20 contains 25298 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700920.000000 Penalty: 43896.656250
Iteration 179Q: 22 clusters Score -4.170092e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 18106 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 13841 members 
Mstep: Class 11 contains 11123 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 3687 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175119 members 
Mstep: Class 16 contains 12837 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42412 members 
Mstep: Class 20 contains 25312 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700924.000000 Penalty: 43896.656250
Iteration 180F: 22 clusters Score -4.170092e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 18102 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2003 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 11123 members 
Mstep: Class 12 contains 9149 members 
Mstep: Class 13 contains 3691 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175129 members 
Mstep: Class 16 contains 12833 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 42431 members 
Mstep: Class 20 contains 25328 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700940.000000 Penalty: 43896.656250
Iteration 181Q: 22 clusters Score -4.170094e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 35089 members 
Mstep: Class 3 contains 18099 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175128 members 
Mstep: Class 16 contains 12830 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 42454 members 
Mstep: Class 20 contains 25343 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700900.000000 Penalty: 43896.656250
Iteration 182Q: 22 clusters Score -4.17009e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 35085 members 
Mstep: Class 3 contains 18092 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 13837 members 
Mstep: Class 11 contains 11137 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175136 members 
Mstep: Class 16 contains 12825 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42473 members 
Mstep: Class 20 contains 25361 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700900.000000 Penalty: 43896.656250
Iteration 183Q: 22 clusters Score -4.17009e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 35081 members 
Mstep: Class 3 contains 18088 members 
Mstep: Class 4 contains 4034 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 11150 members 
Mstep: Class 12 contains 9119 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175128 members 
Mstep: Class 16 contains 12825 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42493 members 
Mstep: Class 20 contains 25375 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700916.000000 Penalty: 43896.656250
Iteration 184Q: 22 clusters Score -4.170092e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 35081 members 
Mstep: Class 3 contains 18086 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 11160 members 
Mstep: Class 12 contains 9110 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175121 members 
Mstep: Class 16 contains 12825 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42504 members 
Mstep: Class 20 contains 25392 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700936.000000 Penalty: 43896.656250
Iteration 185Q: 22 clusters Score -4.170094e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 18086 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 11169 members 
Mstep: Class 12 contains 9100 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175121 members 
Mstep: Class 16 contains 12825 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 42510 members 
Mstep: Class 20 contains 25407 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700944.000000 Penalty: 43896.656250
Iteration 186Q: 22 clusters Score -4.170094e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 35078 members 
Mstep: Class 3 contains 18086 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 13834 members 
Mstep: Class 11 contains 11184 members 
Mstep: Class 12 contains 9091 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175131 members 
Mstep: Class 16 contains 12825 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 42514 members 
Mstep: Class 20 contains 25423 members 
Mstep: Class 21 contains 6306 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700932.000000 Penalty: 43896.656250
Iteration 187Q: 22 clusters Score -4.170093e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 35076 members 
Mstep: Class 3 contains 18086 members 
Mstep: Class 4 contains 3963 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 13831 members 
Mstep: Class 11 contains 11208 members 
Mstep: Class 12 contains 9080 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175126 members 
Mstep: Class 16 contains 12825 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 42524 members 
Mstep: Class 20 contains 25433 members 
Mstep: Class 21 contains 6306 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700900.000000 Penalty: 43896.656250
Iteration 188Q: 22 clusters Score -4.17009e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 35073 members 
Mstep: Class 3 contains 18086 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 13830 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 9069 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175117 members 
Mstep: Class 16 contains 12824 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42530 members 
Mstep: Class 20 contains 25447 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700892.000000 Penalty: 43896.656250
Iteration 189Q: 22 clusters Score -4.170089e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 35071 members 
Mstep: Class 3 contains 18085 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 13831 members 
Mstep: Class 11 contains 11265 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175108 members 
Mstep: Class 16 contains 12823 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42534 members 
Mstep: Class 20 contains 25459 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700844.000000 Penalty: 43896.656250
Iteration 190Q: 22 clusters Score -4.170084e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 35068 members 
Mstep: Class 3 contains 18086 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 13832 members 
Mstep: Class 11 contains 11297 members 
Mstep: Class 12 contains 9038 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175097 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42540 members 
Mstep: Class 20 contains 25473 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700840.000000 Penalty: 43896.656250
Iteration 191Q: 22 clusters Score -4.170084e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 35063 members 
Mstep: Class 3 contains 18084 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 13832 members 
Mstep: Class 11 contains 11321 members 
Mstep: Class 12 contains 9025 members 
Mstep: Class 13 contains 3695 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 175090 members 
Mstep: Class 16 contains 12819 members 
Mstep: Class 17 contains 3704 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42551 members 
Mstep: Class 20 contains 25478 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700824.000000 Penalty: 43896.656250
Iteration 192Q: 22 clusters Score -4.170082e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 35054 members 
Mstep: Class 3 contains 18082 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 13833 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 12 contains 9012 members 
Mstep: Class 13 contains 3697 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175081 members 
Mstep: Class 16 contains 12818 members 
Mstep: Class 17 contains 3704 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42568 members 
Mstep: Class 20 contains 25487 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700816.000000 Penalty: 43896.656250
Iteration 193Q: 22 clusters Score -4.170082e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 35043 members 
Mstep: Class 3 contains 18077 members 
Mstep: Class 4 contains 3885 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 13834 members 
Mstep: Class 11 contains 11351 members 
Mstep: Class 12 contains 8992 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175075 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 3703 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42598 members 
Mstep: Class 20 contains 25491 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700808.000000 Penalty: 43896.656250
Iteration 194Q: 22 clusters Score -4.170081e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 35036 members 
Mstep: Class 3 contains 18074 members 
Mstep: Class 4 contains 3876 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 13834 members 
Mstep: Class 11 contains 11356 members 
Mstep: Class 12 contains 8975 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175087 members 
Mstep: Class 16 contains 12814 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42616 members 
Mstep: Class 20 contains 25493 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700844.000000 Penalty: 43896.656250
Iteration 195Q: 22 clusters Score -4.170084e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 35029 members 
Mstep: Class 3 contains 18075 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 13835 members 
Mstep: Class 11 contains 11361 members 
Mstep: Class 12 contains 8965 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175081 members 
Mstep: Class 16 contains 12813 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42631 members 
Mstep: Class 20 contains 25500 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700792.000000 Penalty: 43896.656250
Iteration 196Q: 22 clusters Score -4.170079e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 35024 members 
Mstep: Class 3 contains 18075 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 13835 members 
Mstep: Class 11 contains 11365 members 
Mstep: Class 12 contains 8953 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175075 members 
Mstep: Class 16 contains 12812 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42654 members 
Mstep: Class 20 contains 25504 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700808.000000 Penalty: 43896.656250
Iteration 197Q: 22 clusters Score -4.170081e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 35019 members 
Mstep: Class 3 contains 18075 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 11372 members 
Mstep: Class 12 contains 8937 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175062 members 
Mstep: Class 16 contains 12810 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42684 members 
Mstep: Class 20 contains 25512 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700764.000000 Penalty: 43896.656250
Iteration 198Q: 22 clusters Score -4.170076e+07 nChanged 90
Entering ConstructFrom: 
Score: -41700764.000000 Penalty: 43896.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Entering Unmasked Estep 
Score: -531996.500000 Penalty: 1375.640381
	Iteration 0F: 2 clusters Score -531996.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -528201.812500 Penalty: 2751.280762
	Iteration 0F: 3 clusters Score -528201.8 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -529186.125000 Penalty: 2751.280762
	Iteration 1F: 3 clusters Score -529186.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -529367.937500 Penalty: 2751.280762
	Iteration 2F: 3 clusters Score -529367.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -529500.562500 Penalty: 2751.280762
	Iteration 3F: 3 clusters Score -529500.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -529596.937500 Penalty: 2751.280762
	Iteration 4Q: 3 clusters Score -529596.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -529664.187500 Penalty: 2751.280762
	Iteration 5Q: 3 clusters Score -529664.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -529721.687500 Penalty: 2751.280762
	Iteration 6Q: 3 clusters Score -529721.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -529756.125000 Penalty: 2751.280762
	Iteration 7Q: 3 clusters Score -529756.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -529783.437500 Penalty: 2751.280762
	Iteration 8Q: 3 clusters Score -529783.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -529806.937500 Penalty: 2751.280762
	Iteration 9Q: 3 clusters Score -529806.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -529825.562500 Penalty: 2751.280762
	Iteration 10Q: 3 clusters Score -529825.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -529845.062500 Penalty: 2751.280762
	Iteration 11Q: 3 clusters Score -529845.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -529868.375000 Penalty: 2751.280762
	Iteration 12Q: 3 clusters Score -529868.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -529886.812500 Penalty: 2751.280762
	Iteration 13Q: 3 clusters Score -529886.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -529907.625000 Penalty: 2751.280762
	Iteration 14Q: 3 clusters Score -529907.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -529930.125000 Penalty: 2751.280762
	Iteration 15Q: 3 clusters Score -529930.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -529951.312500 Penalty: 2751.280762
	Iteration 16Q: 3 clusters Score -529951.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -529969.062500 Penalty: 2751.280762
	Iteration 17Q: 3 clusters Score -529969.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -529987.437500 Penalty: 2751.280762
	Iteration 18Q: 3 clusters Score -529987.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -530010.687500 Penalty: 2751.280762
	Iteration 19Q: 3 clusters Score -530010.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -530036.250000 Penalty: 2751.280762
	Iteration 20F: 3 clusters Score -530036.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -530062.812500 Penalty: 2751.280762
	Iteration 21Q: 3 clusters Score -530062.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -530086.437500 Penalty: 2751.280762
	Iteration 22Q: 3 clusters Score -530086.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -530109.562500 Penalty: 2751.280762
	Iteration 23Q: 3 clusters Score -530109.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -530131.187500 Penalty: 2751.280762
	Iteration 24Q: 3 clusters Score -530131.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -530159.500000 Penalty: 2751.280762
	Iteration 25Q: 3 clusters Score -530159.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -530188.187500 Penalty: 2751.280762
	Iteration 26Q: 3 clusters Score -530188.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -530222.937500 Penalty: 2751.280762
	Iteration 27Q: 3 clusters Score -530222.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -530266.875000 Penalty: 2751.280762
	Iteration 28Q: 3 clusters Score -530266.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -530316.687500 Penalty: 2751.280762
	Iteration 29Q: 3 clusters Score -530316.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -530371.000000 Penalty: 2751.280762
	Iteration 30Q: 3 clusters Score -530371 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -530419.187500 Penalty: 2751.280762
	Iteration 31Q: 3 clusters Score -530419.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -530456.375000 Penalty: 2751.280762
	Iteration 32Q: 3 clusters Score -530456.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -530482.750000 Penalty: 2751.280762
	Iteration 33Q: 3 clusters Score -530482.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -530512.000000 Penalty: 2751.280762
	Iteration 34Q: 3 clusters Score -530512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -530533.500000 Penalty: 2751.280762
	Iteration 35Q: 3 clusters Score -530533.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -530566.750000 Penalty: 2751.280762
	Iteration 36Q: 3 clusters Score -530566.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -530592.562500 Penalty: 2751.280762
	Iteration 37Q: 3 clusters Score -530592.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -530608.250000 Penalty: 2751.280762
	Iteration 38Q: 3 clusters Score -530608.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -530619.812500 Penalty: 2751.280762
	Iteration 39Q: 3 clusters Score -530619.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -530631.750000 Penalty: 2751.280762
	Iteration 40F: 3 clusters Score -530631.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -530648.812500 Penalty: 2751.280762
	Iteration 41Q: 3 clusters Score -530648.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -530662.812500 Penalty: 2751.280762
	Iteration 42Q: 3 clusters Score -530662.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -530672.687500 Penalty: 2751.280762
	Iteration 43Q: 3 clusters Score -530672.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -530681.812500 Penalty: 2751.280762
	Iteration 44Q: 3 clusters Score -530681.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -530691.187500 Penalty: 2751.280762
	Iteration 45Q: 3 clusters Score -530691.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -530701.625000 Penalty: 2751.280762
	Iteration 46Q: 3 clusters Score -530701.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -530707.437500 Penalty: 2751.280762
	Iteration 47Q: 3 clusters Score -530707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -530714.937500 Penalty: 2751.280762
	Iteration 48Q: 3 clusters Score -530714.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -530724.250000 Penalty: 2751.280762
	Iteration 49Q: 3 clusters Score -530724.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -530733.250000 Penalty: 2751.280762
	Iteration 50Q: 3 clusters Score -530733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -530736.000000 Penalty: 2751.280762
	Iteration 51Q: 3 clusters Score -530736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -530739.812500 Penalty: 2751.280762
	Iteration 52Q: 3 clusters Score -530739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -530742.125000 Penalty: 2751.280762
	Iteration 53Q: 3 clusters Score -530742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -530743.000000 Penalty: 2751.280762
	Iteration 54Q: 3 clusters Score -530743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -530744.562500 Penalty: 2751.280762
	Iteration 55Q: 3 clusters Score -530744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -530747.500000 Penalty: 2751.280762
	Iteration 56Q: 3 clusters Score -530747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -530751.750000 Penalty: 2751.280762
	Iteration 57Q: 3 clusters Score -530751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -530754.562500 Penalty: 2751.280762
	Iteration 58Q: 3 clusters Score -530754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -530754.812500 Penalty: 2751.280762
	Iteration 59Q: 3 clusters Score -530754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -530757.125000 Penalty: 2751.280762
	Iteration 60F: 3 clusters Score -530757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -530756.250000 Penalty: 2751.280762
	Iteration 61Q: 3 clusters Score -530756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -530756.625000 Penalty: 2751.280762
	Iteration 62Q: 3 clusters Score -530756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -530756.625000 Penalty: 2751.280762
	Iteration 63F: 3 clusters Score -530756.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Entering Unmasked Estep 
Score: -3924024.250000 Penalty: 1700.319214
	Iteration 0F: 2 clusters Score -3924024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3900441.750000 Penalty: 3400.638428
	Iteration 0F: 3 clusters Score -3900442 nChanged 16159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3909424.750000 Penalty: 3400.638428
	Iteration 1F: 3 clusters Score -3909425 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3910065.500000 Penalty: 3400.638428
	Iteration 2Q: 3 clusters Score -3910066 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3911010.750000 Penalty: 3400.638428
	Iteration 3F: 3 clusters Score -3911011 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3912571.750000 Penalty: 3400.638428
	Iteration 4F: 3 clusters Score -3912572 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3915085.500000 Penalty: 3400.638428
	Iteration 5F: 3 clusters Score -3915086 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3918005.000000 Penalty: 3400.638428
	Iteration 6F: 3 clusters Score -3918005 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3920341.750000 Penalty: 3400.638428
	Iteration 7F: 3 clusters Score -3920342 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3921620.750000 Penalty: 3400.638428
	Iteration 8Q: 3 clusters Score -3921621 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3922133.750000 Penalty: 3400.638428
	Iteration 9Q: 3 clusters Score -3922134 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3922351.000000 Penalty: 3400.638428
	Iteration 10Q: 3 clusters Score -3922351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3922434.250000 Penalty: 3400.638428
	Iteration 11Q: 3 clusters Score -3922434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3922478.750000 Penalty: 3400.638428
	Iteration 12Q: 3 clusters Score -3922479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3922527.500000 Penalty: 3400.638428
	Iteration 13Q: 3 clusters Score -3922528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3922555.250000 Penalty: 3400.638428
	Iteration 14Q: 3 clusters Score -3922555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3922566.250000 Penalty: 3400.638428
	Iteration 15Q: 3 clusters Score -3922566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3922581.750000 Penalty: 3400.638428
	Iteration 16Q: 3 clusters Score -3922582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3922590.750000 Penalty: 3400.638428
	Iteration 17Q: 3 clusters Score -3922591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3922591.500000 Penalty: 3400.638428
	Iteration 18Q: 3 clusters Score -3922592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3922592.500000 Penalty: 3400.638428
	Iteration 19Q: 3 clusters Score -3922592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3922592.500000 Penalty: 3400.638428
	Iteration 20F: 3 clusters Score -3922592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Entering Unmasked Estep 
Score: -2046576.875000 Penalty: 1592.853394
	Iteration 0F: 2 clusters Score -2046577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2034254.625000 Penalty: 3185.706787
	Iteration 0F: 3 clusters Score -2034255 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2038441.125000 Penalty: 3185.706787
	Iteration 1F: 3 clusters Score -2038441 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2038721.500000 Penalty: 3185.706787
	Iteration 2Q: 3 clusters Score -2038722 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2038953.875000 Penalty: 3185.706787
	Iteration 3Q: 3 clusters Score -2038954 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2039174.000000 Penalty: 3185.706787
	Iteration 4Q: 3 clusters Score -2039174 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2039423.375000 Penalty: 3185.706787
	Iteration 5Q: 3 clusters Score -2039423 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2039715.125000 Penalty: 3185.706787
	Iteration 6Q: 3 clusters Score -2039715 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2040087.750000 Penalty: 3185.706787
	Iteration 7Q: 3 clusters Score -2040088 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2040574.000000 Penalty: 3185.706787
	Iteration 8Q: 3 clusters Score -2040574 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2041223.000000 Penalty: 3185.706787
	Iteration 9F: 3 clusters Score -2041223 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2042017.375000 Penalty: 3185.706787
	Iteration 10F: 3 clusters Score -2042017 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2042880.250000 Penalty: 3185.706787
	Iteration 11F: 3 clusters Score -2042880 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2043577.750000 Penalty: 3185.706787
	Iteration 12Q: 3 clusters Score -2043578 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2044047.125000 Penalty: 3185.706787
	Iteration 13Q: 3 clusters Score -2044047 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2044346.625000 Penalty: 3185.706787
	Iteration 14Q: 3 clusters Score -2044347 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2044504.875000 Penalty: 3185.706787
	Iteration 15Q: 3 clusters Score -2044505 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2044616.250000 Penalty: 3185.706787
	Iteration 16Q: 3 clusters Score -2044616 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2044702.750000 Penalty: 3185.706787
	Iteration 17Q: 3 clusters Score -2044703 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2044761.125000 Penalty: 3185.706787
	Iteration 18Q: 3 clusters Score -2044761 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2044809.750000 Penalty: 3185.706787
	Iteration 19Q: 3 clusters Score -2044810 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2044853.875000 Penalty: 3185.706787
	Iteration 20F: 3 clusters Score -2044854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2044889.000000 Penalty: 3185.706787
	Iteration 21Q: 3 clusters Score -2044889 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2044918.375000 Penalty: 3185.706787
	Iteration 22Q: 3 clusters Score -2044918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2044943.750000 Penalty: 3185.706787
	Iteration 23Q: 3 clusters Score -2044944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2044960.500000 Penalty: 3185.706787
	Iteration 24Q: 3 clusters Score -2044960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2044981.375000 Penalty: 3185.706787
	Iteration 25Q: 3 clusters Score -2044981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2045001.125000 Penalty: 3185.706787
	Iteration 26Q: 3 clusters Score -2045001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2045015.250000 Penalty: 3185.706787
	Iteration 27Q: 3 clusters Score -2045015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2045035.000000 Penalty: 3185.706787
	Iteration 28Q: 3 clusters Score -2045035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2045049.125000 Penalty: 3185.706787
	Iteration 29Q: 3 clusters Score -2045049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2045067.625000 Penalty: 3185.706787
	Iteration 30Q: 3 clusters Score -2045068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2045073.000000 Penalty: 3185.706787
	Iteration 31Q: 3 clusters Score -2045073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2045077.625000 Penalty: 3185.706787
	Iteration 32Q: 3 clusters Score -2045078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2045081.000000 Penalty: 3185.706787
	Iteration 33Q: 3 clusters Score -2045081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2045084.000000 Penalty: 3185.706787
	Iteration 34Q: 3 clusters Score -2045084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2045089.250000 Penalty: 3185.706787
	Iteration 35Q: 3 clusters Score -2045089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2045093.125000 Penalty: 3185.706787
	Iteration 36Q: 3 clusters Score -2045093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2045093.750000 Penalty: 3185.706787
	Iteration 37Q: 3 clusters Score -2045094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2045095.875000 Penalty: 3185.706787
	Iteration 38Q: 3 clusters Score -2045096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2045097.125000 Penalty: 3185.706787
	Iteration 39Q: 3 clusters Score -2045097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2045096.625000 Penalty: 3185.706787
	Iteration 40F: 3 clusters Score -2045097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2045100.500000 Penalty: 3185.706787
	Iteration 41Q: 3 clusters Score -2045100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2045099.125000 Penalty: 3185.706787
	Iteration 42Q: 3 clusters Score -2045099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2045101.250000 Penalty: 3185.706787
	Iteration 43Q: 3 clusters Score -2045101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2045102.875000 Penalty: 3185.706787
	Iteration 44Q: 3 clusters Score -2045103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2045105.750000 Penalty: 3185.706787
	Iteration 45Q: 3 clusters Score -2045106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2045106.250000 Penalty: 3185.706787
	Iteration 46Q: 3 clusters Score -2045106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2045110.000000 Penalty: 3185.706787
	Iteration 47Q: 3 clusters Score -2045110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2045114.125000 Penalty: 3185.706787
	Iteration 48Q: 3 clusters Score -2045114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2045115.250000 Penalty: 3185.706787
	Iteration 49Q: 3 clusters Score -2045115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2045120.625000 Penalty: 3185.706787
	Iteration 50Q: 3 clusters Score -2045121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2045119.375000 Penalty: 3185.706787
	Iteration 51Q: 3 clusters Score -2045119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2045124.375000 Penalty: 3185.706787
	Iteration 52Q: 3 clusters Score -2045124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2045131.750000 Penalty: 3185.706787
	Iteration 53Q: 3 clusters Score -2045132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2045132.625000 Penalty: 3185.706787
	Iteration 54Q: 3 clusters Score -2045133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2045134.375000 Penalty: 3185.706787
	Iteration 55Q: 3 clusters Score -2045134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2045144.875000 Penalty: 3185.706787
	Iteration 56Q: 3 clusters Score -2045145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2045148.750000 Penalty: 3185.706787
	Iteration 57Q: 3 clusters Score -2045149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2045151.250000 Penalty: 3185.706787
	Iteration 58Q: 3 clusters Score -2045151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2045152.750000 Penalty: 3185.706787
	Iteration 59Q: 3 clusters Score -2045153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2045153.750000 Penalty: 3185.706787
	Iteration 60F: 3 clusters Score -2045154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2045155.375000 Penalty: 3185.706787
	Iteration 61Q: 3 clusters Score -2045155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2045159.500000 Penalty: 3185.706787
	Iteration 62Q: 3 clusters Score -2045160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2045161.750000 Penalty: 3185.706787
	Iteration 63Q: 3 clusters Score -2045162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2045164.000000 Penalty: 3185.706787
	Iteration 64Q: 3 clusters Score -2045164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2045170.875000 Penalty: 3185.706787
	Iteration 65Q: 3 clusters Score -2045171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2045168.625000 Penalty: 3185.706787
	Iteration 66Q: 3 clusters Score -2045169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2045172.750000 Penalty: 3185.706787
	Iteration 67Q: 3 clusters Score -2045173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2045172.750000 Penalty: 3185.706787
	Iteration 68Q: 3 clusters Score -2045173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2045175.125000 Penalty: 3185.706787
	Iteration 69Q: 3 clusters Score -2045175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2045175.875000 Penalty: 3185.706787
	Iteration 70Q: 3 clusters Score -2045176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2045180.500000 Penalty: 3185.706787
	Iteration 71Q: 3 clusters Score -2045180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2045182.875000 Penalty: 3185.706787
	Iteration 72Q: 3 clusters Score -2045183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2045187.375000 Penalty: 3185.706787
	Iteration 73Q: 3 clusters Score -2045187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2045187.875000 Penalty: 3185.706787
	Iteration 74Q: 3 clusters Score -2045188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2045194.625000 Penalty: 3185.706787
	Iteration 75Q: 3 clusters Score -2045195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2045199.500000 Penalty: 3185.706787
	Iteration 76Q: 3 clusters Score -2045200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2045202.500000 Penalty: 3185.706787
	Iteration 77Q: 3 clusters Score -2045202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2045202.250000 Penalty: 3185.706787
	Iteration 78Q: 3 clusters Score -2045202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2045202.625000 Penalty: 3185.706787
	Iteration 79Q: 3 clusters Score -2045203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2045201.625000 Penalty: 3185.706787
	Iteration 80F: 3 clusters Score -2045202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2045199.625000 Penalty: 3185.706787
	Iteration 81Q: 3 clusters Score -2045200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2045203.750000 Penalty: 3185.706787
	Iteration 82Q: 3 clusters Score -2045204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2045206.125000 Penalty: 3185.706787
	Iteration 83Q: 3 clusters Score -2045206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2045207.125000 Penalty: 3185.706787
	Iteration 84Q: 3 clusters Score -2045207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2045210.000000 Penalty: 3185.706787
	Iteration 85Q: 3 clusters Score -2045210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2045210.250000 Penalty: 3185.706787
	Iteration 86Q: 3 clusters Score -2045210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2045209.375000 Penalty: 3185.706787
	Iteration 87Q: 3 clusters Score -2045209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2045209.125000 Penalty: 3185.706787
	Iteration 88Q: 3 clusters Score -2045209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2045212.250000 Penalty: 3185.706787
	Iteration 89Q: 3 clusters Score -2045212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2045210.500000 Penalty: 3185.706787
	Iteration 90Q: 3 clusters Score -2045210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2045209.250000 Penalty: 3185.706787
	Iteration 91Q: 3 clusters Score -2045209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2045209.250000 Penalty: 3185.706787
	Iteration 92F: 3 clusters Score -2045209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -414057.093750 Penalty: 1341.276367
	Iteration 0F: 2 clusters Score -414057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -410818.093750 Penalty: 2682.552734
	Iteration 0F: 3 clusters Score -410818.1 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -411591.093750 Penalty: 2682.552734
	Iteration 1F: 3 clusters Score -411591.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -411720.406250 Penalty: 2682.552734
	Iteration 2F: 3 clusters Score -411720.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -411797.656250 Penalty: 2682.552734
	Iteration 3Q: 3 clusters Score -411797.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -411853.062500 Penalty: 2682.552734
	Iteration 4Q: 3 clusters Score -411853.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -411901.625000 Penalty: 2682.552734
	Iteration 5Q: 3 clusters Score -411901.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -411952.218750 Penalty: 2682.552734
	Iteration 6Q: 3 clusters Score -411952.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -411991.312500 Penalty: 2682.552734
	Iteration 7Q: 3 clusters Score -411991.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -412029.062500 Penalty: 2682.552734
	Iteration 8Q: 3 clusters Score -412029.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -412064.687500 Penalty: 2682.552734
	Iteration 9Q: 3 clusters Score -412064.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -412099.531250 Penalty: 2682.552734
	Iteration 10Q: 3 clusters Score -412099.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -412135.781250 Penalty: 2682.552734
	Iteration 11Q: 3 clusters Score -412135.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -412177.156250 Penalty: 2682.552734
	Iteration 12Q: 3 clusters Score -412177.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -412237.093750 Penalty: 2682.552734
	Iteration 13Q: 3 clusters Score -412237.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -412308.937500 Penalty: 2682.552734
	Iteration 14Q: 3 clusters Score -412308.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -412370.125000 Penalty: 2682.552734
	Iteration 15Q: 3 clusters Score -412370.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -412440.375000 Penalty: 2682.552734
	Iteration 16Q: 3 clusters Score -412440.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -412528.718750 Penalty: 2682.552734
	Iteration 17Q: 3 clusters Score -412528.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -412610.468750 Penalty: 2682.552734
	Iteration 18Q: 3 clusters Score -412610.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -412676.000000 Penalty: 2682.552734
	Iteration 19Q: 3 clusters Score -412676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -412719.250000 Penalty: 2682.552734
	Iteration 20F: 3 clusters Score -412719.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -412749.031250 Penalty: 2682.552734
	Iteration 21Q: 3 clusters Score -412749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -412776.375000 Penalty: 2682.552734
	Iteration 22Q: 3 clusters Score -412776.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -412802.625000 Penalty: 2682.552734
	Iteration 23Q: 3 clusters Score -412802.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -412823.750000 Penalty: 2682.552734
	Iteration 24Q: 3 clusters Score -412823.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -412847.812500 Penalty: 2682.552734
	Iteration 25Q: 3 clusters Score -412847.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -412868.250000 Penalty: 2682.552734
	Iteration 26Q: 3 clusters Score -412868.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -412884.687500 Penalty: 2682.552734
	Iteration 27Q: 3 clusters Score -412884.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -412891.687500 Penalty: 2682.552734
	Iteration 28Q: 3 clusters Score -412891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -412893.062500 Penalty: 2682.552734
	Iteration 29Q: 3 clusters Score -412893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -412893.468750 Penalty: 2682.552734
	Iteration 30Q: 3 clusters Score -412893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -412893.468750 Penalty: 2682.552734
	Iteration 31F: 3 clusters Score -412893.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Entering Unmasked Estep 
Score: -926980.062500 Penalty: 1471.774292
	Iteration 0F: 2 clusters Score -926980.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -920782.875000 Penalty: 2943.548584
	Iteration 0F: 3 clusters Score -920782.9 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -923050.812500 Penalty: 2943.548584
	Iteration 1F: 3 clusters Score -923050.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -923516.750000 Penalty: 2943.548584
	Iteration 2F: 3 clusters Score -923516.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -923954.375000 Penalty: 2943.548584
	Iteration 3F: 3 clusters Score -923954.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -924474.187500 Penalty: 2943.548584
	Iteration 4F: 3 clusters Score -924474.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -925074.375000 Penalty: 2943.548584
	Iteration 5F: 3 clusters Score -925074.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -925593.187500 Penalty: 2943.548584
	Iteration 6F: 3 clusters Score -925593.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -925989.875000 Penalty: 2943.548584
	Iteration 7F: 3 clusters Score -925989.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -926260.875000 Penalty: 2943.548584
	Iteration 8Q: 3 clusters Score -926260.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -926438.125000 Penalty: 2943.548584
	Iteration 9Q: 3 clusters Score -926438.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -926553.500000 Penalty: 2943.548584
	Iteration 10Q: 3 clusters Score -926553.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -926635.687500 Penalty: 2943.548584
	Iteration 11Q: 3 clusters Score -926635.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -926682.750000 Penalty: 2943.548584
	Iteration 12Q: 3 clusters Score -926682.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -926712.312500 Penalty: 2943.548584
	Iteration 13Q: 3 clusters Score -926712.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -926737.937500 Penalty: 2943.548584
	Iteration 14Q: 3 clusters Score -926737.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -926756.250000 Penalty: 2943.548584
	Iteration 15Q: 3 clusters Score -926756.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -926766.187500 Penalty: 2943.548584
	Iteration 16Q: 3 clusters Score -926766.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -926776.750000 Penalty: 2943.548584
	Iteration 17Q: 3 clusters Score -926776.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -926783.750000 Penalty: 2943.548584
	Iteration 18Q: 3 clusters Score -926783.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -926787.437500 Penalty: 2943.548584
	Iteration 19Q: 3 clusters Score -926787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -926792.937500 Penalty: 2943.548584
	Iteration 20F: 3 clusters Score -926792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -926793.125000 Penalty: 2943.548584
	Iteration 21Q: 3 clusters Score -926793.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -926802.812500 Penalty: 2943.548584
	Iteration 22Q: 3 clusters Score -926802.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -926806.812500 Penalty: 2943.548584
	Iteration 23Q: 3 clusters Score -926806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -926810.312500 Penalty: 2943.548584
	Iteration 24Q: 3 clusters Score -926810.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -926810.687500 Penalty: 2943.548584
	Iteration 25Q: 3 clusters Score -926810.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -926814.875000 Penalty: 2943.548584
	Iteration 26Q: 3 clusters Score -926814.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -926817.375000 Penalty: 2943.548584
	Iteration 27Q: 3 clusters Score -926817.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -926824.125000 Penalty: 2943.548584
	Iteration 28Q: 3 clusters Score -926824.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -926831.812500 Penalty: 2943.548584
	Iteration 29Q: 3 clusters Score -926831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -926839.187500 Penalty: 2943.548584
	Iteration 30Q: 3 clusters Score -926839.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -926842.062500 Penalty: 2943.548584
	Iteration 31Q: 3 clusters Score -926842.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -926852.625000 Penalty: 2943.548584
	Iteration 32Q: 3 clusters Score -926852.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -926854.750000 Penalty: 2943.548584
	Iteration 33Q: 3 clusters Score -926854.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -926858.000000 Penalty: 2943.548584
	Iteration 34Q: 3 clusters Score -926858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -926859.875000 Penalty: 2943.548584
	Iteration 35Q: 3 clusters Score -926859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -926861.000000 Penalty: 2943.548584
	Iteration 36Q: 3 clusters Score -926861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -926863.250000 Penalty: 2943.548584
	Iteration 37Q: 3 clusters Score -926863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -926862.125000 Penalty: 2943.548584
	Iteration 38Q: 3 clusters Score -926862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -926863.562500 Penalty: 2943.548584
	Iteration 39Q: 3 clusters Score -926863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -926863.687500 Penalty: 2943.548584
	Iteration 40F: 3 clusters Score -926863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -926865.437500 Penalty: 2943.548584
	Iteration 41Q: 3 clusters Score -926865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -926865.750000 Penalty: 2943.548584
	Iteration 42Q: 3 clusters Score -926865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -926866.562500 Penalty: 2943.548584
	Iteration 43Q: 3 clusters Score -926866.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -926866.562500 Penalty: 2943.548584
	Iteration 44F: 3 clusters Score -926866.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -95433.343750 Penalty: 1105.208496
	Iteration 0F: 2 clusters Score -95433.34 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 441 members 
Entering Unmasked Estep 
Score: -94038.390625 Penalty: 2210.416992
	Iteration 0F: 3 clusters Score -94038.39 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94291.265625 Penalty: 2210.416992
	Iteration 1F: 3 clusters Score -94291.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -94367.804688 Penalty: 2210.416992
	Iteration 2F: 3 clusters Score -94367.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94398.531250 Penalty: 2210.416992
	Iteration 3Q: 3 clusters Score -94398.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -94408.796875 Penalty: 2210.416992
	Iteration 4Q: 3 clusters Score -94408.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94421.078125 Penalty: 2210.416992
	Iteration 5Q: 3 clusters Score -94421.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94427.539062 Penalty: 2210.416992
	Iteration 6Q: 3 clusters Score -94427.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94429.992188 Penalty: 2210.416992
	Iteration 7Q: 3 clusters Score -94429.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94435.750000 Penalty: 2210.416992
	Iteration 8Q: 3 clusters Score -94435.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94438.929688 Penalty: 2210.416992
	Iteration 9Q: 3 clusters Score -94438.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94439.523438 Penalty: 2210.416992
	Iteration 10Q: 3 clusters Score -94439.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94440.351562 Penalty: 2210.416992
	Iteration 11Q: 3 clusters Score -94440.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94440.351562 Penalty: 2210.416992
	Iteration 12F: 3 clusters Score -94440.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -197720.734375 Penalty: 1231.282227
	Iteration 0F: 2 clusters Score -197720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -195714.390625 Penalty: 2462.564453
	Iteration 0F: 3 clusters Score -195714.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -196283.843750 Penalty: 2462.564453
	Iteration 1F: 3 clusters Score -196283.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -196565.296875 Penalty: 2462.564453
	Iteration 2F: 3 clusters Score -196565.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -196797.250000 Penalty: 2462.564453
	Iteration 3F: 3 clusters Score -196797.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196949.734375 Penalty: 2462.564453
	Iteration 4F: 3 clusters Score -196949.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -197057.234375 Penalty: 2462.564453
	Iteration 5Q: 3 clusters Score -197057.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -197134.421875 Penalty: 2462.564453
	Iteration 6Q: 3 clusters Score -197134.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -197169.000000 Penalty: 2462.564453
	Iteration 7Q: 3 clusters Score -197169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -197195.140625 Penalty: 2462.564453
	Iteration 8Q: 3 clusters Score -197195.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -197218.906250 Penalty: 2462.564453
	Iteration 9Q: 3 clusters Score -197218.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197236.890625 Penalty: 2462.564453
	Iteration 10Q: 3 clusters Score -197236.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -197250.250000 Penalty: 2462.564453
	Iteration 11Q: 3 clusters Score -197250.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -197254.562500 Penalty: 2462.564453
	Iteration 12Q: 3 clusters Score -197254.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -197260.359375 Penalty: 2462.564453
	Iteration 13Q: 3 clusters Score -197260.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -197267.546875 Penalty: 2462.564453
	Iteration 14Q: 3 clusters Score -197267.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -197271.703125 Penalty: 2462.564453
	Iteration 15Q: 3 clusters Score -197271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -197272.093750 Penalty: 2462.564453
	Iteration 16Q: 3 clusters Score -197272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197272.203125 Penalty: 2462.564453
	Iteration 17Q: 3 clusters Score -197272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197272.203125 Penalty: 2462.564453
	Iteration 18F: 3 clusters Score -197272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -491691.500000 Penalty: 1364.668335
	Iteration 0F: 2 clusters Score -491691.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -488043.625000 Penalty: 2729.336670
	Iteration 0F: 3 clusters Score -488043.6 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -489027.500000 Penalty: 2729.336670
	Iteration 1F: 3 clusters Score -489027.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -489193.593750 Penalty: 2729.336670
	Iteration 2F: 3 clusters Score -489193.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -489298.406250 Penalty: 2729.336670
	Iteration 3Q: 3 clusters Score -489298.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -489383.125000 Penalty: 2729.336670
	Iteration 4Q: 3 clusters Score -489383.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -489443.843750 Penalty: 2729.336670
	Iteration 5Q: 3 clusters Score -489443.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -489499.468750 Penalty: 2729.336670
	Iteration 6Q: 3 clusters Score -489499.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -489546.718750 Penalty: 2729.336670
	Iteration 7Q: 3 clusters Score -489546.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -489601.062500 Penalty: 2729.336670
	Iteration 8Q: 3 clusters Score -489601.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -489651.718750 Penalty: 2729.336670
	Iteration 9Q: 3 clusters Score -489651.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -489714.531250 Penalty: 2729.336670
	Iteration 10Q: 3 clusters Score -489714.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -489798.468750 Penalty: 2729.336670
	Iteration 11Q: 3 clusters Score -489798.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -489892.312500 Penalty: 2729.336670
	Iteration 12Q: 3 clusters Score -489892.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -489977.968750 Penalty: 2729.336670
	Iteration 13Q: 3 clusters Score -489978 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -490061.093750 Penalty: 2729.336670
	Iteration 14Q: 3 clusters Score -490061.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -490147.937500 Penalty: 2729.336670
	Iteration 15Q: 3 clusters Score -490147.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -490222.437500 Penalty: 2729.336670
	Iteration 16Q: 3 clusters Score -490222.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -490289.406250 Penalty: 2729.336670
	Iteration 17Q: 3 clusters Score -490289.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -490330.625000 Penalty: 2729.336670
	Iteration 18Q: 3 clusters Score -490330.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -490366.187500 Penalty: 2729.336670
	Iteration 19Q: 3 clusters Score -490366.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -490395.062500 Penalty: 2729.336670
	Iteration 20F: 3 clusters Score -490395.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -490422.375000 Penalty: 2729.336670
	Iteration 21Q: 3 clusters Score -490422.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -490442.000000 Penalty: 2729.336670
	Iteration 22Q: 3 clusters Score -490442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -490458.062500 Penalty: 2729.336670
	Iteration 23Q: 3 clusters Score -490458.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -490470.562500 Penalty: 2729.336670
	Iteration 24Q: 3 clusters Score -490470.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -490478.281250 Penalty: 2729.336670
	Iteration 25Q: 3 clusters Score -490478.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -490487.375000 Penalty: 2729.336670
	Iteration 26Q: 3 clusters Score -490487.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -490496.843750 Penalty: 2729.336670
	Iteration 27Q: 3 clusters Score -490496.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -490502.031250 Penalty: 2729.336670
	Iteration 28Q: 3 clusters Score -490502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -490503.875000 Penalty: 2729.336670
	Iteration 29Q: 3 clusters Score -490503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -490506.937500 Penalty: 2729.336670
	Iteration 30Q: 3 clusters Score -490506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -490509.437500 Penalty: 2729.336670
	Iteration 31Q: 3 clusters Score -490509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -490510.875000 Penalty: 2729.336670
	Iteration 32Q: 3 clusters Score -490510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -490514.187500 Penalty: 2729.336670
	Iteration 33Q: 3 clusters Score -490514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -490516.031250 Penalty: 2729.336670
	Iteration 34Q: 3 clusters Score -490516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -490517.500000 Penalty: 2729.336670
	Iteration 35Q: 3 clusters Score -490517.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -490521.093750 Penalty: 2729.336670
	Iteration 36Q: 3 clusters Score -490521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -490522.500000 Penalty: 2729.336670
	Iteration 37Q: 3 clusters Score -490522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -490522.500000 Penalty: 2729.336670
	Iteration 38F: 3 clusters Score -490522.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Entering Unmasked Estep 
Score: -1561309.750000 Penalty: 1549.430542
	Iteration 0F: 2 clusters Score -1561310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1551709.250000 Penalty: 3098.861084
	Iteration 0F: 3 clusters Score -1551709 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1555095.875000 Penalty: 3098.861084
	Iteration 1F: 3 clusters Score -1555096 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1555374.375000 Penalty: 3098.861084
	Iteration 2F: 3 clusters Score -1555374 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1555639.375000 Penalty: 3098.861084
	Iteration 3Q: 3 clusters Score -1555639 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1555863.500000 Penalty: 3098.861084
	Iteration 4Q: 3 clusters Score -1555864 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1556070.375000 Penalty: 3098.861084
	Iteration 5Q: 3 clusters Score -1556070 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1556292.250000 Penalty: 3098.861084
	Iteration 6Q: 3 clusters Score -1556292 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1556543.750000 Penalty: 3098.861084
	Iteration 7Q: 3 clusters Score -1556544 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1556802.875000 Penalty: 3098.861084
	Iteration 8Q: 3 clusters Score -1556803 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1557149.375000 Penalty: 3098.861084
	Iteration 9Q: 3 clusters Score -1557149 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1557545.500000 Penalty: 3098.861084
	Iteration 10Q: 3 clusters Score -1557546 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1557930.375000 Penalty: 3098.861084
	Iteration 11Q: 3 clusters Score -1557930 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1558242.625000 Penalty: 3098.861084
	Iteration 12Q: 3 clusters Score -1558243 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1558445.000000 Penalty: 3098.861084
	Iteration 13Q: 3 clusters Score -1558445 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1558577.375000 Penalty: 3098.861084
	Iteration 14Q: 3 clusters Score -1558577 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1558670.875000 Penalty: 3098.861084
	Iteration 15Q: 3 clusters Score -1558671 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1558754.875000 Penalty: 3098.861084
	Iteration 16Q: 3 clusters Score -1558755 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1558816.750000 Penalty: 3098.861084
	Iteration 17Q: 3 clusters Score -1558817 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1558877.875000 Penalty: 3098.861084
	Iteration 18Q: 3 clusters Score -1558878 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1558951.250000 Penalty: 3098.861084
	Iteration 19Q: 3 clusters Score -1558951 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1559001.000000 Penalty: 3098.861084
	Iteration 20F: 3 clusters Score -1559001 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1559047.250000 Penalty: 3098.861084
	Iteration 21Q: 3 clusters Score -1559047 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1559092.750000 Penalty: 3098.861084
	Iteration 22Q: 3 clusters Score -1559093 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1559136.250000 Penalty: 3098.861084
	Iteration 23Q: 3 clusters Score -1559136 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1559178.000000 Penalty: 3098.861084
	Iteration 24Q: 3 clusters Score -1559178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1559213.750000 Penalty: 3098.861084
	Iteration 25Q: 3 clusters Score -1559214 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1559251.250000 Penalty: 3098.861084
	Iteration 26Q: 3 clusters Score -1559251 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1559280.875000 Penalty: 3098.861084
	Iteration 27Q: 3 clusters Score -1559281 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1559311.750000 Penalty: 3098.861084
	Iteration 28Q: 3 clusters Score -1559312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1559342.625000 Penalty: 3098.861084
	Iteration 29Q: 3 clusters Score -1559343 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1559364.625000 Penalty: 3098.861084
	Iteration 30Q: 3 clusters Score -1559365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1559400.875000 Penalty: 3098.861084
	Iteration 31Q: 3 clusters Score -1559401 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1559441.625000 Penalty: 3098.861084
	Iteration 32Q: 3 clusters Score -1559442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1559478.875000 Penalty: 3098.861084
	Iteration 33Q: 3 clusters Score -1559479 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1559514.250000 Penalty: 3098.861084
	Iteration 34Q: 3 clusters Score -1559514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1559547.875000 Penalty: 3098.861084
	Iteration 35Q: 3 clusters Score -1559548 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1559587.500000 Penalty: 3098.861084
	Iteration 36Q: 3 clusters Score -1559588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1559620.750000 Penalty: 3098.861084
	Iteration 37Q: 3 clusters Score -1559621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1559646.125000 Penalty: 3098.861084
	Iteration 38Q: 3 clusters Score -1559646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1559673.000000 Penalty: 3098.861084
	Iteration 39Q: 3 clusters Score -1559673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1559693.625000 Penalty: 3098.861084
	Iteration 40F: 3 clusters Score -1559694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1559707.500000 Penalty: 3098.861084
	Iteration 41Q: 3 clusters Score -1559708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1559721.750000 Penalty: 3098.861084
	Iteration 42Q: 3 clusters Score -1559722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1559727.375000 Penalty: 3098.861084
	Iteration 43Q: 3 clusters Score -1559727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1559739.125000 Penalty: 3098.861084
	Iteration 44Q: 3 clusters Score -1559739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1559746.500000 Penalty: 3098.861084
	Iteration 45Q: 3 clusters Score -1559746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1559752.375000 Penalty: 3098.861084
	Iteration 46Q: 3 clusters Score -1559752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1559757.875000 Penalty: 3098.861084
	Iteration 47Q: 3 clusters Score -1559758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1559759.875000 Penalty: 3098.861084
	Iteration 48Q: 3 clusters Score -1559760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1559764.875000 Penalty: 3098.861084
	Iteration 49Q: 3 clusters Score -1559765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1559770.500000 Penalty: 3098.861084
	Iteration 50Q: 3 clusters Score -1559770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1559774.625000 Penalty: 3098.861084
	Iteration 51Q: 3 clusters Score -1559775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1559773.500000 Penalty: 3098.861084
	Iteration 52Q: 3 clusters Score -1559774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1559777.125000 Penalty: 3098.861084
	Iteration 53Q: 3 clusters Score -1559777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1559778.000000 Penalty: 3098.861084
	Iteration 54Q: 3 clusters Score -1559778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1559779.500000 Penalty: 3098.861084
	Iteration 55Q: 3 clusters Score -1559780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1559777.625000 Penalty: 3098.861084
	Iteration 56Q: 3 clusters Score -1559778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1559777.625000 Penalty: 3098.861084
	Iteration 57F: 3 clusters Score -1559778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Entering Unmasked Estep 
Score: -1234504.375000 Penalty: 1517.658447
	Iteration 0F: 2 clusters Score -1234504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1226486.250000 Penalty: 3035.316895
	Iteration 0F: 3 clusters Score -1226486 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1229116.750000 Penalty: 3035.316895
	Iteration 1F: 3 clusters Score -1229117 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1229338.625000 Penalty: 3035.316895
	Iteration 2F: 3 clusters Score -1229339 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1229525.250000 Penalty: 3035.316895
	Iteration 3Q: 3 clusters Score -1229525 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1229703.125000 Penalty: 3035.316895
	Iteration 4Q: 3 clusters Score -1229703 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1229855.750000 Penalty: 3035.316895
	Iteration 5Q: 3 clusters Score -1229856 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1229992.375000 Penalty: 3035.316895
	Iteration 6Q: 3 clusters Score -1229992 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1230135.625000 Penalty: 3035.316895
	Iteration 7Q: 3 clusters Score -1230136 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1230318.125000 Penalty: 3035.316895
	Iteration 8Q: 3 clusters Score -1230318 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1230539.875000 Penalty: 3035.316895
	Iteration 9Q: 3 clusters Score -1230540 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1230842.375000 Penalty: 3035.316895
	Iteration 10Q: 3 clusters Score -1230842 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1231168.125000 Penalty: 3035.316895
	Iteration 11Q: 3 clusters Score -1231168 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1231460.750000 Penalty: 3035.316895
	Iteration 12Q: 3 clusters Score -1231461 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1231724.000000 Penalty: 3035.316895
	Iteration 13Q: 3 clusters Score -1231724 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1231997.000000 Penalty: 3035.316895
	Iteration 14Q: 3 clusters Score -1231997 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1232206.500000 Penalty: 3035.316895
	Iteration 15Q: 3 clusters Score -1232206 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1232405.750000 Penalty: 3035.316895
	Iteration 16Q: 3 clusters Score -1232406 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1232553.375000 Penalty: 3035.316895
	Iteration 17Q: 3 clusters Score -1232553 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1232662.625000 Penalty: 3035.316895
	Iteration 18Q: 3 clusters Score -1232663 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1232753.000000 Penalty: 3035.316895
	Iteration 19Q: 3 clusters Score -1232753 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1232819.000000 Penalty: 3035.316895
	Iteration 20F: 3 clusters Score -1232819 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1232882.500000 Penalty: 3035.316895
	Iteration 21Q: 3 clusters Score -1232882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1232924.875000 Penalty: 3035.316895
	Iteration 22Q: 3 clusters Score -1232925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1232952.750000 Penalty: 3035.316895
	Iteration 23Q: 3 clusters Score -1232953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1232979.250000 Penalty: 3035.316895
	Iteration 24Q: 3 clusters Score -1232979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1233007.250000 Penalty: 3035.316895
	Iteration 25Q: 3 clusters Score -1233007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1233039.625000 Penalty: 3035.316895
	Iteration 26Q: 3 clusters Score -1233040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1233063.125000 Penalty: 3035.316895
	Iteration 27Q: 3 clusters Score -1233063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1233073.000000 Penalty: 3035.316895
	Iteration 28Q: 3 clusters Score -1233073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1233087.750000 Penalty: 3035.316895
	Iteration 29Q: 3 clusters Score -1233088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1233100.625000 Penalty: 3035.316895
	Iteration 30Q: 3 clusters Score -1233101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1233118.375000 Penalty: 3035.316895
	Iteration 31Q: 3 clusters Score -1233118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1233130.375000 Penalty: 3035.316895
	Iteration 32Q: 3 clusters Score -1233130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1233142.000000 Penalty: 3035.316895
	Iteration 33Q: 3 clusters Score -1233142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1233148.875000 Penalty: 3035.316895
	Iteration 34Q: 3 clusters Score -1233149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1233152.500000 Penalty: 3035.316895
	Iteration 35Q: 3 clusters Score -1233152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1233153.500000 Penalty: 3035.316895
	Iteration 36Q: 3 clusters Score -1233154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1233160.375000 Penalty: 3035.316895
	Iteration 37Q: 3 clusters Score -1233160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1233163.875000 Penalty: 3035.316895
	Iteration 38Q: 3 clusters Score -1233164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1233167.875000 Penalty: 3035.316895
	Iteration 39Q: 3 clusters Score -1233168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1233174.375000 Penalty: 3035.316895
	Iteration 40F: 3 clusters Score -1233174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1233178.250000 Penalty: 3035.316895
	Iteration 41Q: 3 clusters Score -1233178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1233182.250000 Penalty: 3035.316895
	Iteration 42Q: 3 clusters Score -1233182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1233186.000000 Penalty: 3035.316895
	Iteration 43Q: 3 clusters Score -1233186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1233189.375000 Penalty: 3035.316895
	Iteration 44Q: 3 clusters Score -1233189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1233192.125000 Penalty: 3035.316895
	Iteration 45Q: 3 clusters Score -1233192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1233195.125000 Penalty: 3035.316895
	Iteration 46Q: 3 clusters Score -1233195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1233198.750000 Penalty: 3035.316895
	Iteration 47Q: 3 clusters Score -1233199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1233201.750000 Penalty: 3035.316895
	Iteration 48Q: 3 clusters Score -1233202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1233202.375000 Penalty: 3035.316895
	Iteration 49Q: 3 clusters Score -1233202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1233204.125000 Penalty: 3035.316895
	Iteration 50Q: 3 clusters Score -1233204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1233203.875000 Penalty: 3035.316895
	Iteration 51Q: 3 clusters Score -1233204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1233206.375000 Penalty: 3035.316895
	Iteration 52Q: 3 clusters Score -1233206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1233207.875000 Penalty: 3035.316895
	Iteration 53Q: 3 clusters Score -1233208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1233207.750000 Penalty: 3035.316895
	Iteration 54Q: 3 clusters Score -1233208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1233209.500000 Penalty: 3035.316895
	Iteration 55Q: 3 clusters Score -1233210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1233211.625000 Penalty: 3035.316895
	Iteration 56Q: 3 clusters Score -1233212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1233214.375000 Penalty: 3035.316895
	Iteration 57Q: 3 clusters Score -1233214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1233215.375000 Penalty: 3035.316895
	Iteration 58Q: 3 clusters Score -1233215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1233217.125000 Penalty: 3035.316895
	Iteration 59Q: 3 clusters Score -1233217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1233217.125000 Penalty: 3035.316895
	Iteration 60F: 3 clusters Score -1233217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Entering Unmasked Estep 
Score: -911111.250000 Penalty: 1478.199463
	Iteration 0F: 2 clusters Score -911111.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -904637.187500 Penalty: 2956.398926
	Iteration 0F: 3 clusters Score -904637.2 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -907303.062500 Penalty: 2956.398926
	Iteration 1F: 3 clusters Score -907303.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -908130.125000 Penalty: 2956.398926
	Iteration 2F: 3 clusters Score -908130.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -908881.875000 Penalty: 2956.398926
	Iteration 3F: 3 clusters Score -908881.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -909424.312500 Penalty: 2956.398926
	Iteration 4F: 3 clusters Score -909424.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -909768.812500 Penalty: 2956.398926
	Iteration 5F: 3 clusters Score -909768.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -909974.687500 Penalty: 2956.398926
	Iteration 6Q: 3 clusters Score -909974.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -910138.937500 Penalty: 2956.398926
	Iteration 7Q: 3 clusters Score -910138.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -910238.312500 Penalty: 2956.398926
	Iteration 8Q: 3 clusters Score -910238.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -910309.750000 Penalty: 2956.398926
	Iteration 9Q: 3 clusters Score -910309.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -910387.375000 Penalty: 2956.398926
	Iteration 10Q: 3 clusters Score -910387.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -910461.062500 Penalty: 2956.398926
	Iteration 11Q: 3 clusters Score -910461.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -910517.375000 Penalty: 2956.398926
	Iteration 12Q: 3 clusters Score -910517.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -910545.000000 Penalty: 2956.398926
	Iteration 13Q: 3 clusters Score -910545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -910564.750000 Penalty: 2956.398926
	Iteration 14Q: 3 clusters Score -910564.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -910579.250000 Penalty: 2956.398926
	Iteration 15Q: 3 clusters Score -910579.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -910590.625000 Penalty: 2956.398926
	Iteration 16Q: 3 clusters Score -910590.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -910597.875000 Penalty: 2956.398926
	Iteration 17Q: 3 clusters Score -910597.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -910602.375000 Penalty: 2956.398926
	Iteration 18Q: 3 clusters Score -910602.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -910603.437500 Penalty: 2956.398926
	Iteration 19Q: 3 clusters Score -910603.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -910608.187500 Penalty: 2956.398926
	Iteration 20F: 3 clusters Score -910608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -910612.250000 Penalty: 2956.398926
	Iteration 21Q: 3 clusters Score -910612.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -910616.500000 Penalty: 2956.398926
	Iteration 22Q: 3 clusters Score -910616.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -910616.875000 Penalty: 2956.398926
	Iteration 23Q: 3 clusters Score -910616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -910620.062500 Penalty: 2956.398926
	Iteration 24Q: 3 clusters Score -910620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -910621.562500 Penalty: 2956.398926
	Iteration 25Q: 3 clusters Score -910621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -910621.187500 Penalty: 2956.398926
	Iteration 26Q: 3 clusters Score -910621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -910621.187500 Penalty: 2956.398926
	Iteration 27F: 3 clusters Score -910621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -410370.156250 Penalty: 1335.026489
	Iteration 0F: 2 clusters Score -410370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -407211.000000 Penalty: 2670.052979
	Iteration 0F: 3 clusters Score -407211 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -408000.781250 Penalty: 2670.052979
	Iteration 1F: 3 clusters Score -408000.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -408154.812500 Penalty: 2670.052979
	Iteration 2F: 3 clusters Score -408154.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -408266.781250 Penalty: 2670.052979
	Iteration 3F: 3 clusters Score -408266.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -408369.687500 Penalty: 2670.052979
	Iteration 4Q: 3 clusters Score -408369.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -408460.687500 Penalty: 2670.052979
	Iteration 5Q: 3 clusters Score -408460.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -408539.187500 Penalty: 2670.052979
	Iteration 6Q: 3 clusters Score -408539.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -408619.781250 Penalty: 2670.052979
	Iteration 7Q: 3 clusters Score -408619.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -408717.687500 Penalty: 2670.052979
	Iteration 8Q: 3 clusters Score -408717.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -408812.093750 Penalty: 2670.052979
	Iteration 9Q: 3 clusters Score -408812.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -408906.000000 Penalty: 2670.052979
	Iteration 10Q: 3 clusters Score -408906 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -408982.000000 Penalty: 2670.052979
	Iteration 11Q: 3 clusters Score -408982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -409054.968750 Penalty: 2670.052979
	Iteration 12Q: 3 clusters Score -409055 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -409111.375000 Penalty: 2670.052979
	Iteration 13Q: 3 clusters Score -409111.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -409153.093750 Penalty: 2670.052979
	Iteration 14Q: 3 clusters Score -409153.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -409178.312500 Penalty: 2670.052979
	Iteration 15Q: 3 clusters Score -409178.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -409200.406250 Penalty: 2670.052979
	Iteration 16Q: 3 clusters Score -409200.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -409214.125000 Penalty: 2670.052979
	Iteration 17Q: 3 clusters Score -409214.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -409227.593750 Penalty: 2670.052979
	Iteration 18Q: 3 clusters Score -409227.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -409239.031250 Penalty: 2670.052979
	Iteration 19Q: 3 clusters Score -409239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -409247.781250 Penalty: 2670.052979
	Iteration 20F: 3 clusters Score -409247.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -409254.562500 Penalty: 2670.052979
	Iteration 21Q: 3 clusters Score -409254.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -409264.343750 Penalty: 2670.052979
	Iteration 22Q: 3 clusters Score -409264.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -409275.062500 Penalty: 2670.052979
	Iteration 23Q: 3 clusters Score -409275.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -409282.062500 Penalty: 2670.052979
	Iteration 24Q: 3 clusters Score -409282.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -409290.062500 Penalty: 2670.052979
	Iteration 25Q: 3 clusters Score -409290.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -409297.437500 Penalty: 2670.052979
	Iteration 26Q: 3 clusters Score -409297.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -409304.906250 Penalty: 2670.052979
	Iteration 27Q: 3 clusters Score -409304.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -409311.843750 Penalty: 2670.052979
	Iteration 28Q: 3 clusters Score -409311.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -409314.281250 Penalty: 2670.052979
	Iteration 29Q: 3 clusters Score -409314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -409318.312500 Penalty: 2670.052979
	Iteration 30Q: 3 clusters Score -409318.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -409322.093750 Penalty: 2670.052979
	Iteration 31Q: 3 clusters Score -409322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -409324.375000 Penalty: 2670.052979
	Iteration 32Q: 3 clusters Score -409324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -409325.468750 Penalty: 2670.052979
	Iteration 33Q: 3 clusters Score -409325.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -409326.468750 Penalty: 2670.052979
	Iteration 34Q: 3 clusters Score -409326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -409326.906250 Penalty: 2670.052979
	Iteration 35Q: 3 clusters Score -409326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -409327.937500 Penalty: 2670.052979
	Iteration 36Q: 3 clusters Score -409327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -409328.343750 Penalty: 2670.052979
	Iteration 37Q: 3 clusters Score -409328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -409329.031250 Penalty: 2670.052979
	Iteration 38Q: 3 clusters Score -409329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -409329.062500 Penalty: 2670.052979
	Iteration 39Q: 3 clusters Score -409329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -409330.281250 Penalty: 2670.052979
	Iteration 40F: 3 clusters Score -409330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -409332.593750 Penalty: 2670.052979
	Iteration 41Q: 3 clusters Score -409332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -409333.156250 Penalty: 2670.052979
	Iteration 42Q: 3 clusters Score -409333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -409333.437500 Penalty: 2670.052979
	Iteration 43Q: 3 clusters Score -409333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -409333.437500 Penalty: 2670.052979
	Iteration 44F: 3 clusters Score -409333.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -39660.609375 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -39660.61 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 201 members 
Entering Unmasked Estep 
Score: -38824.136719 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -38824.14 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39307.425781 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -39307.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39465.359375 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -39465.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39671.597656 Penalty: 1987.664917
	Iteration 3F: 3 clusters Score -39671.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39775.816406 Penalty: 1987.664917
	Iteration 4F: 3 clusters Score -39775.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39822.230469 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -39822.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39854.539062 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -39854.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39862.328125 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -39862.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39865.531250 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -39865.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39866.617188 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -39866.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39866.617188 Penalty: 1987.664917
	Iteration 10F: 3 clusters Score -39866.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 35014 members 
Mstep: Class 3 contains 18073 members 
Mstep: Class 4 contains 3843 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 157 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 13835 members 
Mstep: Class 11 contains 11378 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 175059 members 
Mstep: Class 16 contains 12810 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42709 members 
Mstep: Class 20 contains 25521 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 581 members 
Entering Unmasked Estep 
Score: -41699800.000000 Penalty: 45986.972656
Splitting cluster 14 changes total score from -41700764.000000 to -41699800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (175059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175059 members 
Entering Unmasked Estep 
Score: -19199386.000000 Penalty: 1961.842651
	Iteration 0F: 2 clusters Score -1.919939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -19098450.000000 Penalty: 3923.685303
	Iteration 0F: 3 clusters Score -1.909845e+07 nChanged 84657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -19148354.000000 Penalty: 3923.685303
	Iteration 1F: 3 clusters Score -1.914835e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -19149332.000000 Penalty: 3923.685303
	Iteration 2Q: 3 clusters Score -1.914933e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -19150424.000000 Penalty: 3923.685303
	Iteration 3Q: 3 clusters Score -1.915042e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -19152254.000000 Penalty: 3923.685303
	Iteration 4Q: 3 clusters Score -1.915225e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -19154896.000000 Penalty: 3923.685303
	Iteration 5Q: 3 clusters Score -1.91549e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -19159256.000000 Penalty: 3923.685303
	Iteration 6F: 3 clusters Score -1.915926e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -19165658.000000 Penalty: 3923.685303
	Iteration 7F: 3 clusters Score -1.916566e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115580 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -19173334.000000 Penalty: 3923.685303
	Iteration 8F: 3 clusters Score -1.917333e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -19179880.000000 Penalty: 3923.685303
	Iteration 9F: 3 clusters Score -1.917988e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111106 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -19182802.000000 Penalty: 3923.685303
	Iteration 10Q: 3 clusters Score -1.91828e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -19183754.000000 Penalty: 3923.685303
	Iteration 11Q: 3 clusters Score -1.918375e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -19184272.000000 Penalty: 3923.685303
	Iteration 12Q: 3 clusters Score -1.918427e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104495 members 
Mstep: Class 2 contains 70564 members 
Entering Unmasked Estep 
Score: -19184440.000000 Penalty: 3923.685303
	Iteration 13Q: 3 clusters Score -1.918444e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -19184542.000000 Penalty: 3923.685303
	Iteration 14Q: 3 clusters Score -1.918454e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100463 members 
Mstep: Class 2 contains 74596 members 
Entering Unmasked Estep 
Score: -19184686.000000 Penalty: 3923.685303
	Iteration 15Q: 3 clusters Score -1.918469e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -19184852.000000 Penalty: 3923.685303
	Iteration 16Q: 3 clusters Score -1.918485e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -19184960.000000 Penalty: 3923.685303
	Iteration 17Q: 3 clusters Score -1.918496e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -19184998.000000 Penalty: 3923.685303
	Iteration 18Q: 3 clusters Score -1.9185e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -19185062.000000 Penalty: 3923.685303
	Iteration 19Q: 3 clusters Score -1.918506e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -19185272.000000 Penalty: 3923.685303
	Iteration 20F: 3 clusters Score -1.918527e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -19185322.000000 Penalty: 3923.685303
	Iteration 21Q: 3 clusters Score -1.918532e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -19184772.000000 Penalty: 3923.685303
	Iteration 22Q: 3 clusters Score -1.918477e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -19183392.000000 Penalty: 3923.685303
	Iteration 23Q: 3 clusters Score -1.918339e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -19181116.000000 Penalty: 3923.685303
	Iteration 24Q: 3 clusters Score -1.918112e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 113961 members 
Entering Unmasked Estep 
Score: -19178344.000000 Penalty: 3923.685303
	Iteration 25F: 3 clusters Score -1.917834e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 127310 members 
Entering Unmasked Estep 
Score: -19177916.000000 Penalty: 3923.685303
	Iteration 26F: 3 clusters Score -1.917792e+07 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 142311 members 
Entering Unmasked Estep 
Score: -19181924.000000 Penalty: 3923.685303
	Iteration 27F: 3 clusters Score -1.918192e+07 nChanged 14390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 156701 members 
Entering Unmasked Estep 
Score: -19188418.000000 Penalty: 3923.685303
	Iteration 28F: 3 clusters Score -1.918842e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 167007 members 
Entering Unmasked Estep 
Score: -19193704.000000 Penalty: 3923.685303
	Iteration 29F: 3 clusters Score -1.91937e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 172036 members 
Entering Unmasked Estep 
Score: -19196216.000000 Penalty: 3923.685303
	Iteration 30Q: 3 clusters Score -1.919622e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 173845 members 
Entering Unmasked Estep 
Score: -19197060.000000 Penalty: 3923.685303
	Iteration 31Q: 3 clusters Score -1.919706e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 174381 members 
Entering Unmasked Estep 
Score: -19197392.000000 Penalty: 3923.685303
	Iteration 32Q: 3 clusters Score -1.919739e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -19197504.000000 Penalty: 3923.685303
	Iteration 33Q: 3 clusters Score -1.91975e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 174594 members 
Entering Unmasked Estep 
Score: -19197572.000000 Penalty: 3923.685303
	Iteration 34Q: 3 clusters Score -1.919757e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 174634 members 
Entering Unmasked Estep 
Score: -19197624.000000 Penalty: 3923.685303
	Iteration 35Q: 3 clusters Score -1.919762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 174655 members 
Entering Unmasked Estep 
Score: -19197640.000000 Penalty: 3923.685303
	Iteration 36Q: 3 clusters Score -1.919764e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 174679 members 
Entering Unmasked Estep 
Score: -19197652.000000 Penalty: 3923.685303
	Iteration 37Q: 3 clusters Score -1.919765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 174690 members 
Entering Unmasked Estep 
Score: -19197660.000000 Penalty: 3923.685303
	Iteration 38Q: 3 clusters Score -1.919766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 174703 members 
Entering Unmasked Estep 
Score: -19197676.000000 Penalty: 3923.685303
	Iteration 39Q: 3 clusters Score -1.919768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 174719 members 
Entering Unmasked Estep 
Score: -19197698.000000 Penalty: 3923.685303
	Iteration 40F: 3 clusters Score -1.91977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 174732 members 
Entering Unmasked Estep 
Score: -19197700.000000 Penalty: 3923.685303
	Iteration 41Q: 3 clusters Score -1.91977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 174740 members 
Entering Unmasked Estep 
Score: -19197704.000000 Penalty: 3923.685303
	Iteration 42Q: 3 clusters Score -1.91977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 174749 members 
Entering Unmasked Estep 
Score: -19197702.000000 Penalty: 3923.685303
	Iteration 43Q: 3 clusters Score -1.91977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 174753 members 
Entering Unmasked Estep 
Score: -19197724.000000 Penalty: 3923.685303
	Iteration 44Q: 3 clusters Score -1.919772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 174752 members 
Entering Unmasked Estep 
Score: -19197724.000000 Penalty: 3923.685303
	Iteration 45Q: 3 clusters Score -1.919772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 174750 members 
Entering Unmasked Estep 
Score: -19197722.000000 Penalty: 3923.685303
	Iteration 46Q: 3 clusters Score -1.919772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 174752 members 
Entering Unmasked Estep 
Score: -19197724.000000 Penalty: 3923.685303
	Iteration 47Q: 3 clusters Score -1.919772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 174756 members 
Entering Unmasked Estep 
Score: -19197734.000000 Penalty: 3923.685303
	Iteration 48Q: 3 clusters Score -1.919773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 174761 members 
Entering Unmasked Estep 
Score: -19197744.000000 Penalty: 3923.685303
	Iteration 49Q: 3 clusters Score -1.919774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 174762 members 
Entering Unmasked Estep 
Score: -19197742.000000 Penalty: 3923.685303
	Iteration 50Q: 3 clusters Score -1.919774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 174763 members 
Entering Unmasked Estep 
Score: -19197736.000000 Penalty: 3923.685303
	Iteration 51Q: 3 clusters Score -1.919774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 174763 members 
Entering Unmasked Estep 
Score: -19197736.000000 Penalty: 3923.685303
	Iteration 52F: 3 clusters Score -1.919774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Entering Unmasked Estep 
Score: -1449162.625000 Penalty: 1536.921875
	Iteration 0F: 2 clusters Score -1449163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1440172.250000 Penalty: 3073.843750
	Iteration 0F: 3 clusters Score -1440172 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1443132.625000 Penalty: 3073.843750
	Iteration 1F: 3 clusters Score -1443133 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1443358.000000 Penalty: 3073.843750
	Iteration 2F: 3 clusters Score -1443358 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1443581.125000 Penalty: 3073.843750
	Iteration 3Q: 3 clusters Score -1443581 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1443870.250000 Penalty: 3073.843750
	Iteration 4Q: 3 clusters Score -1443870 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1444297.125000 Penalty: 3073.843750
	Iteration 5F: 3 clusters Score -1444297 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1444903.125000 Penalty: 3073.843750
	Iteration 6F: 3 clusters Score -1444903 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1445590.125000 Penalty: 3073.843750
	Iteration 7F: 3 clusters Score -1445590 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1446258.875000 Penalty: 3073.843750
	Iteration 8F: 3 clusters Score -1446259 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1446852.750000 Penalty: 3073.843750
	Iteration 9F: 3 clusters Score -1446853 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1447312.125000 Penalty: 3073.843750
	Iteration 10Q: 3 clusters Score -1447312 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1447671.375000 Penalty: 3073.843750
	Iteration 11Q: 3 clusters Score -1447671 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1447964.625000 Penalty: 3073.843750
	Iteration 12Q: 3 clusters Score -1447965 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1448231.625000 Penalty: 3073.843750
	Iteration 13Q: 3 clusters Score -1448232 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1448355.500000 Penalty: 3073.843750
	Iteration 14Q: 3 clusters Score -1448356 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1448406.750000 Penalty: 3073.843750
	Iteration 15Q: 3 clusters Score -1448407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1448426.125000 Penalty: 3073.843750
	Iteration 16Q: 3 clusters Score -1448426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1448445.875000 Penalty: 3073.843750
	Iteration 17Q: 3 clusters Score -1448446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1448462.375000 Penalty: 3073.843750
	Iteration 18Q: 3 clusters Score -1448462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1448469.625000 Penalty: 3073.843750
	Iteration 19Q: 3 clusters Score -1448470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1448478.000000 Penalty: 3073.843750
	Iteration 20F: 3 clusters Score -1448478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1448483.250000 Penalty: 3073.843750
	Iteration 21Q: 3 clusters Score -1448483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1448486.750000 Penalty: 3073.843750
	Iteration 22Q: 3 clusters Score -1448487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1448484.250000 Penalty: 3073.843750
	Iteration 23Q: 3 clusters Score -1448484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1448487.250000 Penalty: 3073.843750
	Iteration 24Q: 3 clusters Score -1448487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1448489.500000 Penalty: 3073.843750
	Iteration 25Q: 3 clusters Score -1448490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1448488.750000 Penalty: 3073.843750
	Iteration 26Q: 3 clusters Score -1448489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1448492.625000 Penalty: 3073.843750
	Iteration 27Q: 3 clusters Score -1448493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1448494.000000 Penalty: 3073.843750
	Iteration 28Q: 3 clusters Score -1448494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1448496.875000 Penalty: 3073.843750
	Iteration 29Q: 3 clusters Score -1448497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1448497.750000 Penalty: 3073.843750
	Iteration 30Q: 3 clusters Score -1448498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1448499.000000 Penalty: 3073.843750
	Iteration 31Q: 3 clusters Score -1448499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1448502.000000 Penalty: 3073.843750
	Iteration 32Q: 3 clusters Score -1448502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1448502.125000 Penalty: 3073.843750
	Iteration 33Q: 3 clusters Score -1448502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1448503.000000 Penalty: 3073.843750
	Iteration 34Q: 3 clusters Score -1448503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1448502.125000 Penalty: 3073.843750
	Iteration 35Q: 3 clusters Score -1448502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1448504.500000 Penalty: 3073.843750
	Iteration 36Q: 3 clusters Score -1448504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1448504.500000 Penalty: 3073.843750
	Iteration 37F: 3 clusters Score -1448504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -409531.843750 Penalty: 1335.158203
	Iteration 0F: 2 clusters Score -409531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -406373.093750 Penalty: 2670.316406
	Iteration 0F: 3 clusters Score -406373.1 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -407201.437500 Penalty: 2670.316406
	Iteration 1F: 3 clusters Score -407201.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -407341.406250 Penalty: 2670.316406
	Iteration 2F: 3 clusters Score -407341.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -407423.593750 Penalty: 2670.316406
	Iteration 3Q: 3 clusters Score -407423.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -407489.093750 Penalty: 2670.316406
	Iteration 4Q: 3 clusters Score -407489.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -407556.156250 Penalty: 2670.316406
	Iteration 5Q: 3 clusters Score -407556.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -407625.437500 Penalty: 2670.316406
	Iteration 6Q: 3 clusters Score -407625.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -407692.281250 Penalty: 2670.316406
	Iteration 7Q: 3 clusters Score -407692.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -407743.093750 Penalty: 2670.316406
	Iteration 8Q: 3 clusters Score -407743.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -407782.718750 Penalty: 2670.316406
	Iteration 9Q: 3 clusters Score -407782.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -407826.750000 Penalty: 2670.316406
	Iteration 10Q: 3 clusters Score -407826.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -407890.843750 Penalty: 2670.316406
	Iteration 11Q: 3 clusters Score -407890.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -407992.437500 Penalty: 2670.316406
	Iteration 12Q: 3 clusters Score -407992.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -408087.062500 Penalty: 2670.316406
	Iteration 13Q: 3 clusters Score -408087.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -408159.500000 Penalty: 2670.316406
	Iteration 14Q: 3 clusters Score -408159.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -408217.718750 Penalty: 2670.316406
	Iteration 15Q: 3 clusters Score -408217.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -408270.187500 Penalty: 2670.316406
	Iteration 16Q: 3 clusters Score -408270.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -408316.875000 Penalty: 2670.316406
	Iteration 17Q: 3 clusters Score -408316.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -408359.406250 Penalty: 2670.316406
	Iteration 18Q: 3 clusters Score -408359.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -408388.750000 Penalty: 2670.316406
	Iteration 19Q: 3 clusters Score -408388.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -408404.875000 Penalty: 2670.316406
	Iteration 20F: 3 clusters Score -408404.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -408426.093750 Penalty: 2670.316406
	Iteration 21Q: 3 clusters Score -408426.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -408445.906250 Penalty: 2670.316406
	Iteration 22Q: 3 clusters Score -408445.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -408460.406250 Penalty: 2670.316406
	Iteration 23Q: 3 clusters Score -408460.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -408469.218750 Penalty: 2670.316406
	Iteration 24Q: 3 clusters Score -408469.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -408478.312500 Penalty: 2670.316406
	Iteration 25Q: 3 clusters Score -408478.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -408485.656250 Penalty: 2670.316406
	Iteration 26Q: 3 clusters Score -408485.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -408489.125000 Penalty: 2670.316406
	Iteration 27Q: 3 clusters Score -408489.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -408494.281250 Penalty: 2670.316406
	Iteration 28Q: 3 clusters Score -408494.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -408501.656250 Penalty: 2670.316406
	Iteration 29Q: 3 clusters Score -408501.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -408509.843750 Penalty: 2670.316406
	Iteration 30Q: 3 clusters Score -408509.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -408513.875000 Penalty: 2670.316406
	Iteration 31Q: 3 clusters Score -408513.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -408516.968750 Penalty: 2670.316406
	Iteration 32Q: 3 clusters Score -408517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -408519.312500 Penalty: 2670.316406
	Iteration 33Q: 3 clusters Score -408519.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -408522.718750 Penalty: 2670.316406
	Iteration 34Q: 3 clusters Score -408522.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -408526.468750 Penalty: 2670.316406
	Iteration 35Q: 3 clusters Score -408526.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -408531.312500 Penalty: 2670.316406
	Iteration 36Q: 3 clusters Score -408531.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -408535.250000 Penalty: 2670.316406
	Iteration 37Q: 3 clusters Score -408535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -408538.812500 Penalty: 2670.316406
	Iteration 38Q: 3 clusters Score -408538.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -408543.468750 Penalty: 2670.316406
	Iteration 39Q: 3 clusters Score -408543.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -408547.500000 Penalty: 2670.316406
	Iteration 40F: 3 clusters Score -408547.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -408552.125000 Penalty: 2670.316406
	Iteration 41Q: 3 clusters Score -408552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -408555.906250 Penalty: 2670.316406
	Iteration 42Q: 3 clusters Score -408555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -408559.531250 Penalty: 2670.316406
	Iteration 43Q: 3 clusters Score -408559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -408559.593750 Penalty: 2670.316406
	Iteration 44Q: 3 clusters Score -408559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -408561.531250 Penalty: 2670.316406
	Iteration 45Q: 3 clusters Score -408561.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -408563.125000 Penalty: 2670.316406
	Iteration 46Q: 3 clusters Score -408563.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -408566.343750 Penalty: 2670.316406
	Iteration 47Q: 3 clusters Score -408566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -408567.968750 Penalty: 2670.316406
	Iteration 48Q: 3 clusters Score -408568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -408568.906250 Penalty: 2670.316406
	Iteration 49Q: 3 clusters Score -408568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -408568.906250 Penalty: 2670.316406
	Iteration 50F: 3 clusters Score -408568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -380298.218750 Penalty: 1322.279297
	Iteration 0F: 2 clusters Score -380298.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -377323.406250 Penalty: 2644.558594
	Iteration 0F: 3 clusters Score -377323.4 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -378072.656250 Penalty: 2644.558594
	Iteration 1F: 3 clusters Score -378072.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -378242.500000 Penalty: 2644.558594
	Iteration 2F: 3 clusters Score -378242.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -378364.812500 Penalty: 2644.558594
	Iteration 3F: 3 clusters Score -378364.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -378461.437500 Penalty: 2644.558594
	Iteration 4Q: 3 clusters Score -378461.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -378532.781250 Penalty: 2644.558594
	Iteration 5Q: 3 clusters Score -378532.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -378605.531250 Penalty: 2644.558594
	Iteration 6Q: 3 clusters Score -378605.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -378678.593750 Penalty: 2644.558594
	Iteration 7Q: 3 clusters Score -378678.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -378730.000000 Penalty: 2644.558594
	Iteration 8Q: 3 clusters Score -378730 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -378776.093750 Penalty: 2644.558594
	Iteration 9Q: 3 clusters Score -378776.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -378830.312500 Penalty: 2644.558594
	Iteration 10Q: 3 clusters Score -378830.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -378894.875000 Penalty: 2644.558594
	Iteration 11Q: 3 clusters Score -378894.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -378956.593750 Penalty: 2644.558594
	Iteration 12Q: 3 clusters Score -378956.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -379010.718750 Penalty: 2644.558594
	Iteration 13Q: 3 clusters Score -379010.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -379066.343750 Penalty: 2644.558594
	Iteration 14Q: 3 clusters Score -379066.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -379127.656250 Penalty: 2644.558594
	Iteration 15Q: 3 clusters Score -379127.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -379178.718750 Penalty: 2644.558594
	Iteration 16Q: 3 clusters Score -379178.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -379223.531250 Penalty: 2644.558594
	Iteration 17Q: 3 clusters Score -379223.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -379252.156250 Penalty: 2644.558594
	Iteration 18Q: 3 clusters Score -379252.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -379271.062500 Penalty: 2644.558594
	Iteration 19Q: 3 clusters Score -379271.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -379285.031250 Penalty: 2644.558594
	Iteration 20F: 3 clusters Score -379285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -379298.468750 Penalty: 2644.558594
	Iteration 21Q: 3 clusters Score -379298.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -379310.906250 Penalty: 2644.558594
	Iteration 22Q: 3 clusters Score -379310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -379317.000000 Penalty: 2644.558594
	Iteration 23Q: 3 clusters Score -379317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -379319.906250 Penalty: 2644.558594
	Iteration 24Q: 3 clusters Score -379319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -379322.000000 Penalty: 2644.558594
	Iteration 25Q: 3 clusters Score -379322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -379322.093750 Penalty: 2644.558594
	Iteration 26Q: 3 clusters Score -379322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -379322.968750 Penalty: 2644.558594
	Iteration 27Q: 3 clusters Score -379323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -379323.968750 Penalty: 2644.558594
	Iteration 28Q: 3 clusters Score -379324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -379325.781250 Penalty: 2644.558594
	Iteration 29Q: 3 clusters Score -379325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -379326.593750 Penalty: 2644.558594
	Iteration 30Q: 3 clusters Score -379326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -379326.593750 Penalty: 2644.558594
	Iteration 31F: 3 clusters Score -379326.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Entering Unmasked Estep 
Score: -4785143.000000 Penalty: 1732.601807
	Iteration 0F: 2 clusters Score -4785143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -4756612.000000 Penalty: 3465.203613
	Iteration 0F: 3 clusters Score -4756612 nChanged 19913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4767866.500000 Penalty: 3465.203613
	Iteration 1F: 3 clusters Score -4767866 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -4768311.000000 Penalty: 3465.203613
	Iteration 2Q: 3 clusters Score -4768311 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4768801.500000 Penalty: 3465.203613
	Iteration 3Q: 3 clusters Score -4768802 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4769271.500000 Penalty: 3465.203613
	Iteration 4Q: 3 clusters Score -4769272 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -4769950.500000 Penalty: 3465.203613
	Iteration 5Q: 3 clusters Score -4769950 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -4770953.500000 Penalty: 3465.203613
	Iteration 6Q: 3 clusters Score -4770954 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4772387.000000 Penalty: 3465.203613
	Iteration 7F: 3 clusters Score -4772387 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -4774254.000000 Penalty: 3465.203613
	Iteration 8F: 3 clusters Score -4774254 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -4776400.500000 Penalty: 3465.203613
	Iteration 9F: 3 clusters Score -4776400 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -4778508.500000 Penalty: 3465.203613
	Iteration 10F: 3 clusters Score -4778508 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -4780077.500000 Penalty: 3465.203613
	Iteration 11Q: 3 clusters Score -4780078 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -4781242.000000 Penalty: 3465.203613
	Iteration 12Q: 3 clusters Score -4781242 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -4782027.000000 Penalty: 3465.203613
	Iteration 13Q: 3 clusters Score -4782027 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4782489.500000 Penalty: 3465.203613
	Iteration 14Q: 3 clusters Score -4782490 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4782858.500000 Penalty: 3465.203613
	Iteration 15Q: 3 clusters Score -4782858 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4783113.500000 Penalty: 3465.203613
	Iteration 16Q: 3 clusters Score -4783114 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4783288.000000 Penalty: 3465.203613
	Iteration 17Q: 3 clusters Score -4783288 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4783405.000000 Penalty: 3465.203613
	Iteration 18Q: 3 clusters Score -4783405 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4783502.000000 Penalty: 3465.203613
	Iteration 19Q: 3 clusters Score -4783502 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4783549.500000 Penalty: 3465.203613
	Iteration 20F: 3 clusters Score -4783550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4783603.500000 Penalty: 3465.203613
	Iteration 21Q: 3 clusters Score -4783604 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4783651.000000 Penalty: 3465.203613
	Iteration 22Q: 3 clusters Score -4783651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4783673.000000 Penalty: 3465.203613
	Iteration 23Q: 3 clusters Score -4783673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4783709.500000 Penalty: 3465.203613
	Iteration 24Q: 3 clusters Score -4783710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4783739.000000 Penalty: 3465.203613
	Iteration 25Q: 3 clusters Score -4783739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4783753.500000 Penalty: 3465.203613
	Iteration 26Q: 3 clusters Score -4783754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4783763.000000 Penalty: 3465.203613
	Iteration 27Q: 3 clusters Score -4783763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4783772.000000 Penalty: 3465.203613
	Iteration 28Q: 3 clusters Score -4783772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4783772.500000 Penalty: 3465.203613
	Iteration 29Q: 3 clusters Score -4783772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4783784.000000 Penalty: 3465.203613
	Iteration 30Q: 3 clusters Score -4783784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4783789.000000 Penalty: 3465.203613
	Iteration 31Q: 3 clusters Score -4783789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4783792.000000 Penalty: 3465.203613
	Iteration 32Q: 3 clusters Score -4783792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4783793.500000 Penalty: 3465.203613
	Iteration 33Q: 3 clusters Score -4783794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4783798.500000 Penalty: 3465.203613
	Iteration 34Q: 3 clusters Score -4783798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4783798.000000 Penalty: 3465.203613
	Iteration 35Q: 3 clusters Score -4783798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4783796.000000 Penalty: 3465.203613
	Iteration 36Q: 3 clusters Score -4783796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4783798.000000 Penalty: 3465.203613
	Iteration 37Q: 3 clusters Score -4783798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4783799.500000 Penalty: 3465.203613
	Iteration 38Q: 3 clusters Score -4783800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4783801.500000 Penalty: 3465.203613
	Iteration 39Q: 3 clusters Score -4783802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4783801.500000 Penalty: 3465.203613
	Iteration 40F: 3 clusters Score -4783802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Entering Unmasked Estep 
Score: -2767061.000000 Penalty: 1648.929199
	Iteration 0F: 2 clusters Score -2767061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2749845.750000 Penalty: 3297.858398
	Iteration 0F: 3 clusters Score -2749846 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2756167.750000 Penalty: 3297.858398
	Iteration 1F: 3 clusters Score -2756168 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2756439.000000 Penalty: 3297.858398
	Iteration 2Q: 3 clusters Score -2756439 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2756681.500000 Penalty: 3297.858398
	Iteration 3Q: 3 clusters Score -2756682 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2756914.000000 Penalty: 3297.858398
	Iteration 4Q: 3 clusters Score -2756914 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2757156.500000 Penalty: 3297.858398
	Iteration 5Q: 3 clusters Score -2757156 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2757437.250000 Penalty: 3297.858398
	Iteration 6Q: 3 clusters Score -2757437 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2757759.000000 Penalty: 3297.858398
	Iteration 7Q: 3 clusters Score -2757759 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2758109.000000 Penalty: 3297.858398
	Iteration 8Q: 3 clusters Score -2758109 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2758606.250000 Penalty: 3297.858398
	Iteration 9Q: 3 clusters Score -2758606 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2759291.250000 Penalty: 3297.858398
	Iteration 10F: 3 clusters Score -2759291 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2760270.750000 Penalty: 3297.858398
	Iteration 11F: 3 clusters Score -2760271 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2761618.250000 Penalty: 3297.858398
	Iteration 12F: 3 clusters Score -2761618 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2763080.250000 Penalty: 3297.858398
	Iteration 13F: 3 clusters Score -2763080 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2764204.750000 Penalty: 3297.858398
	Iteration 14F: 3 clusters Score -2764205 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2764925.000000 Penalty: 3297.858398
	Iteration 15Q: 3 clusters Score -2764925 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2765305.250000 Penalty: 3297.858398
	Iteration 16Q: 3 clusters Score -2765305 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2765476.750000 Penalty: 3297.858398
	Iteration 17Q: 3 clusters Score -2765477 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2765565.500000 Penalty: 3297.858398
	Iteration 18Q: 3 clusters Score -2765566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2765627.000000 Penalty: 3297.858398
	Iteration 19Q: 3 clusters Score -2765627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2765647.000000 Penalty: 3297.858398
	Iteration 20F: 3 clusters Score -2765647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2765660.750000 Penalty: 3297.858398
	Iteration 21Q: 3 clusters Score -2765661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2765666.500000 Penalty: 3297.858398
	Iteration 22Q: 3 clusters Score -2765666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2765677.000000 Penalty: 3297.858398
	Iteration 23Q: 3 clusters Score -2765677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2765680.000000 Penalty: 3297.858398
	Iteration 24Q: 3 clusters Score -2765680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2765682.000000 Penalty: 3297.858398
	Iteration 25Q: 3 clusters Score -2765682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2765688.500000 Penalty: 3297.858398
	Iteration 26Q: 3 clusters Score -2765688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2765692.000000 Penalty: 3297.858398
	Iteration 27Q: 3 clusters Score -2765692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2765694.500000 Penalty: 3297.858398
	Iteration 28Q: 3 clusters Score -2765694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2765694.500000 Penalty: 3297.858398
	Iteration 29F: 3 clusters Score -2765694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -672698.562500 Penalty: 1421.831421
	Iteration 0F: 2 clusters Score -672698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -667876.812500 Penalty: 2843.662842
	Iteration 0F: 3 clusters Score -667876.8 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -669363.750000 Penalty: 2843.662842
	Iteration 1F: 3 clusters Score -669363.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -669658.500000 Penalty: 2843.662842
	Iteration 2F: 3 clusters Score -669658.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -669918.875000 Penalty: 2843.662842
	Iteration 3F: 3 clusters Score -669918.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -670228.812500 Penalty: 2843.662842
	Iteration 4F: 3 clusters Score -670228.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -670507.562500 Penalty: 2843.662842
	Iteration 5F: 3 clusters Score -670507.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -670813.875000 Penalty: 2843.662842
	Iteration 6F: 3 clusters Score -670813.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -671134.437500 Penalty: 2843.662842
	Iteration 7F: 3 clusters Score -671134.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -671452.500000 Penalty: 2843.662842
	Iteration 8F: 3 clusters Score -671452.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -671752.312500 Penalty: 2843.662842
	Iteration 9F: 3 clusters Score -671752.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -671969.562500 Penalty: 2843.662842
	Iteration 10Q: 3 clusters Score -671969.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -672143.750000 Penalty: 2843.662842
	Iteration 11Q: 3 clusters Score -672143.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -672229.125000 Penalty: 2843.662842
	Iteration 12Q: 3 clusters Score -672229.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -672298.625000 Penalty: 2843.662842
	Iteration 13Q: 3 clusters Score -672298.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -672331.187500 Penalty: 2843.662842
	Iteration 14Q: 3 clusters Score -672331.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -672350.625000 Penalty: 2843.662842
	Iteration 15Q: 3 clusters Score -672350.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -672360.875000 Penalty: 2843.662842
	Iteration 16Q: 3 clusters Score -672360.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -672370.625000 Penalty: 2843.662842
	Iteration 17Q: 3 clusters Score -672370.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -672378.125000 Penalty: 2843.662842
	Iteration 18Q: 3 clusters Score -672378.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -672382.125000 Penalty: 2843.662842
	Iteration 19Q: 3 clusters Score -672382.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -672387.000000 Penalty: 2843.662842
	Iteration 20F: 3 clusters Score -672387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -672393.437500 Penalty: 2843.662842
	Iteration 21Q: 3 clusters Score -672393.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -672400.500000 Penalty: 2843.662842
	Iteration 22Q: 3 clusters Score -672400.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -672409.500000 Penalty: 2843.662842
	Iteration 23Q: 3 clusters Score -672409.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -672412.625000 Penalty: 2843.662842
	Iteration 24Q: 3 clusters Score -672412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -672414.312500 Penalty: 2843.662842
	Iteration 25Q: 3 clusters Score -672414.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -672417.500000 Penalty: 2843.662842
	Iteration 26Q: 3 clusters Score -672417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -672419.062500 Penalty: 2843.662842
	Iteration 27Q: 3 clusters Score -672419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -672419.500000 Penalty: 2843.662842
	Iteration 28Q: 3 clusters Score -672419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -672421.625000 Penalty: 2843.662842
	Iteration 29Q: 3 clusters Score -672421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -672421.875000 Penalty: 2843.662842
	Iteration 30Q: 3 clusters Score -672421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -672423.250000 Penalty: 2843.662842
	Iteration 31Q: 3 clusters Score -672423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -672423.250000 Penalty: 2843.662842
	Iteration 32Q: 3 clusters Score -672423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -672425.437500 Penalty: 2843.662842
	Iteration 33Q: 3 clusters Score -672425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -672427.625000 Penalty: 2843.662842
	Iteration 34Q: 3 clusters Score -672427.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -672433.812500 Penalty: 2843.662842
	Iteration 35Q: 3 clusters Score -672433.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -672438.437500 Penalty: 2843.662842
	Iteration 36Q: 3 clusters Score -672438.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -672441.625000 Penalty: 2843.662842
	Iteration 37Q: 3 clusters Score -672441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -672441.000000 Penalty: 2843.662842
	Iteration 38Q: 3 clusters Score -672441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -672446.500000 Penalty: 2843.662842
	Iteration 39Q: 3 clusters Score -672446.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -672450.187500 Penalty: 2843.662842
	Iteration 40F: 3 clusters Score -672450.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -672460.562500 Penalty: 2843.662842
	Iteration 41Q: 3 clusters Score -672460.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -672465.062500 Penalty: 2843.662842
	Iteration 42Q: 3 clusters Score -672465.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -672471.562500 Penalty: 2843.662842
	Iteration 43Q: 3 clusters Score -672471.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -672476.125000 Penalty: 2843.662842
	Iteration 44Q: 3 clusters Score -672476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -672478.312500 Penalty: 2843.662842
	Iteration 45Q: 3 clusters Score -672478.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -672480.625000 Penalty: 2843.662842
	Iteration 46Q: 3 clusters Score -672480.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -672485.937500 Penalty: 2843.662842
	Iteration 47Q: 3 clusters Score -672485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -672486.937500 Penalty: 2843.662842
	Iteration 48Q: 3 clusters Score -672486.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -672488.687500 Penalty: 2843.662842
	Iteration 49Q: 3 clusters Score -672488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -672490.000000 Penalty: 2843.662842
	Iteration 50Q: 3 clusters Score -672490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -672490.812500 Penalty: 2843.662842
	Iteration 51Q: 3 clusters Score -672490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -672490.812500 Penalty: 2843.662842
	Iteration 52F: 3 clusters Score -672490.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -61013.746094 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -61013.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59858.398438 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -59858.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60071.980469 Penalty: 2068.543945
	Iteration 1F: 3 clusters Score -60071.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60180.929688 Penalty: 2068.543945
	Iteration 2F: 3 clusters Score -60180.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60220.363281 Penalty: 2068.543945
	Iteration 3Q: 3 clusters Score -60220.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60233.933594 Penalty: 2068.543945
	Iteration 4Q: 3 clusters Score -60233.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60242.703125 Penalty: 2068.543945
	Iteration 5Q: 3 clusters Score -60242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60252.964844 Penalty: 2068.543945
	Iteration 6Q: 3 clusters Score -60252.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60265.496094 Penalty: 2068.543945
	Iteration 7Q: 3 clusters Score -60265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60274.011719 Penalty: 2068.543945
	Iteration 8Q: 3 clusters Score -60274.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60291.355469 Penalty: 2068.543945
	Iteration 9Q: 3 clusters Score -60291.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60298.675781 Penalty: 2068.543945
	Iteration 10Q: 3 clusters Score -60298.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60324.449219 Penalty: 2068.543945
	Iteration 11Q: 3 clusters Score -60324.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60333.886719 Penalty: 2068.543945
	Iteration 12Q: 3 clusters Score -60333.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60338.699219 Penalty: 2068.543945
	Iteration 13Q: 3 clusters Score -60338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60346.921875 Penalty: 2068.543945
	Iteration 14Q: 3 clusters Score -60346.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60358.007812 Penalty: 2068.543945
	Iteration 15Q: 3 clusters Score -60358.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60367.804688 Penalty: 2068.543945
	Iteration 16Q: 3 clusters Score -60367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60371.148438 Penalty: 2068.543945
	Iteration 17Q: 3 clusters Score -60371.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60372.636719 Penalty: 2068.543945
	Iteration 18F: 3 clusters Score -60372.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60379.253906 Penalty: 2068.543945
	Iteration 19Q: 3 clusters Score -60379.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60388.550781 Penalty: 2068.543945
	Iteration 20F: 3 clusters Score -60388.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60398.878906 Penalty: 2068.543945
	Iteration 21Q: 3 clusters Score -60398.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60402.890625 Penalty: 2068.543945
	Iteration 22Q: 3 clusters Score -60402.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60405.000000 Penalty: 2068.543945
	Iteration 23Q: 3 clusters Score -60405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60407.457031 Penalty: 2068.543945
	Iteration 24Q: 3 clusters Score -60407.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60408.761719 Penalty: 2068.543945
	Iteration 25Q: 3 clusters Score -60408.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60408.761719 Penalty: 2068.543945
	Iteration 26F: 3 clusters Score -60408.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 35014 members 
Mstep: Class 3 contains 18073 members 
Mstep: Class 4 contains 3843 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 13835 members 
Mstep: Class 11 contains 11378 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175059 members 
Mstep: Class 16 contains 12810 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42709 members 
Mstep: Class 20 contains 25521 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700728.000000 Penalty: 43896.656250
Iteration 199Q: 22 clusters Score -4.170073e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 35008 members 
Mstep: Class 3 contains 18073 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 11387 members 
Mstep: Class 12 contains 8913 members 
Mstep: Class 13 contains 3699 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175063 members 
Mstep: Class 16 contains 12811 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42721 members 
Mstep: Class 20 contains 25525 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700752.000000 Penalty: 43896.656250
Iteration 200F: 22 clusters Score -4.170075e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 34999 members 
Mstep: Class 3 contains 18070 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13838 members 
Mstep: Class 11 contains 11400 members 
Mstep: Class 12 contains 8908 members 
Mstep: Class 13 contains 3701 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175068 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42733 members 
Mstep: Class 20 contains 25532 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700728.000000 Penalty: 43896.656250
Iteration 201Q: 22 clusters Score -4.170073e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 34991 members 
Mstep: Class 3 contains 18067 members 
Mstep: Class 4 contains 3789 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 11414 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 13 contains 3703 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175076 members 
Mstep: Class 16 contains 12807 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42745 members 
Mstep: Class 20 contains 25538 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700632.000000 Penalty: 43896.656250
Iteration 202Q: 22 clusters Score -4.170063e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34979 members 
Mstep: Class 3 contains 18062 members 
Mstep: Class 4 contains 3770 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13832 members 
Mstep: Class 11 contains 11423 members 
Mstep: Class 12 contains 8897 members 
Mstep: Class 13 contains 3706 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175098 members 
Mstep: Class 16 contains 12805 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42753 members 
Mstep: Class 20 contains 25543 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700712.000000 Penalty: 43896.656250
Iteration 203Q: 22 clusters Score -4.170071e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34966 members 
Mstep: Class 3 contains 18060 members 
Mstep: Class 4 contains 3750 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13828 members 
Mstep: Class 11 contains 11428 members 
Mstep: Class 12 contains 8891 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175113 members 
Mstep: Class 16 contains 12805 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42763 members 
Mstep: Class 20 contains 25557 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700744.000000 Penalty: 43896.656250
Iteration 204Q: 22 clusters Score -4.170074e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34951 members 
Mstep: Class 3 contains 18060 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13822 members 
Mstep: Class 11 contains 11435 members 
Mstep: Class 12 contains 8892 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175129 members 
Mstep: Class 16 contains 12805 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42771 members 
Mstep: Class 20 contains 25575 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700720.000000 Penalty: 43896.656250
Iteration 205Q: 22 clusters Score -4.170072e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34934 members 
Mstep: Class 3 contains 18060 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 11436 members 
Mstep: Class 12 contains 8893 members 
Mstep: Class 13 contains 3710 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175153 members 
Mstep: Class 16 contains 12805 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42783 members 
Mstep: Class 20 contains 25595 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700708.000000 Penalty: 43896.656250
Iteration 206Q: 22 clusters Score -4.170071e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34911 members 
Mstep: Class 3 contains 18060 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13810 members 
Mstep: Class 11 contains 11444 members 
Mstep: Class 12 contains 8891 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175170 members 
Mstep: Class 16 contains 12806 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42791 members 
Mstep: Class 20 contains 25615 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700676.000000 Penalty: 43896.656250
Iteration 207Q: 22 clusters Score -4.170068e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34895 members 
Mstep: Class 3 contains 18060 members 
Mstep: Class 4 contains 3646 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13807 members 
Mstep: Class 11 contains 11453 members 
Mstep: Class 12 contains 8883 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175182 members 
Mstep: Class 16 contains 12808 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42799 members 
Mstep: Class 20 contains 25630 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700668.000000 Penalty: 43896.656250
Iteration 208Q: 22 clusters Score -4.170067e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34882 members 
Mstep: Class 3 contains 18059 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 11458 members 
Mstep: Class 12 contains 8879 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175199 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42812 members 
Mstep: Class 20 contains 25631 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700628.000000 Penalty: 43896.656250
Iteration 209Q: 22 clusters Score -4.170063e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34867 members 
Mstep: Class 3 contains 18055 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13797 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 8877 members 
Mstep: Class 13 contains 3712 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175217 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42830 members 
Mstep: Class 20 contains 25636 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700652.000000 Penalty: 43896.656250
Iteration 210Q: 22 clusters Score -4.170065e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34854 members 
Mstep: Class 3 contains 18049 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 13792 members 
Mstep: Class 11 contains 11466 members 
Mstep: Class 12 contains 8872 members 
Mstep: Class 13 contains 3713 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175245 members 
Mstep: Class 16 contains 12808 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42839 members 
Mstep: Class 20 contains 25643 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700632.000000 Penalty: 43896.656250
Iteration 211Q: 22 clusters Score -4.170063e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34838 members 
Mstep: Class 3 contains 18045 members 
Mstep: Class 4 contains 3586 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 13786 members 
Mstep: Class 11 contains 11469 members 
Mstep: Class 12 contains 8861 members 
Mstep: Class 13 contains 3714 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175267 members 
Mstep: Class 16 contains 12807 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42853 members 
Mstep: Class 20 contains 25660 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700672.000000 Penalty: 43896.656250
Iteration 212Q: 22 clusters Score -4.170067e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34823 members 
Mstep: Class 3 contains 18047 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 8573 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 13784 members 
Mstep: Class 11 contains 11471 members 
Mstep: Class 12 contains 8846 members 
Mstep: Class 13 contains 3715 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175287 members 
Mstep: Class 16 contains 12807 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42864 members 
Mstep: Class 20 contains 25673 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700580.000000 Penalty: 43896.656250
Iteration 213Q: 22 clusters Score -4.170058e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34807 members 
Mstep: Class 3 contains 18051 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 8573 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13782 members 
Mstep: Class 11 contains 11470 members 
Mstep: Class 12 contains 8841 members 
Mstep: Class 13 contains 3717 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175302 members 
Mstep: Class 16 contains 12807 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 42878 members 
Mstep: Class 20 contains 25684 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700604.000000 Penalty: 43896.656250
Iteration 214Q: 22 clusters Score -4.17006e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34801 members 
Mstep: Class 3 contains 18050 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13778 members 
Mstep: Class 11 contains 11470 members 
Mstep: Class 12 contains 8833 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175311 members 
Mstep: Class 16 contains 12808 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 42892 members 
Mstep: Class 20 contains 25687 members 
Mstep: Class 21 contains 6299 members 
Mstep: Class 22 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700632.000000 Penalty: 43896.656250
Iteration 215Q: 22 clusters Score -4.170063e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34796 members 
Mstep: Class 3 contains 18048 members 
Mstep: Class 4 contains 3535 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 11469 members 
Mstep: Class 12 contains 8830 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175311 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 42916 members 
Mstep: Class 20 contains 25689 members 
Mstep: Class 21 contains 6298 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700616.000000 Penalty: 43896.656250
Iteration 216Q: 22 clusters Score -4.170062e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34790 members 
Mstep: Class 3 contains 18047 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 11471 members 
Mstep: Class 12 contains 8825 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175316 members 
Mstep: Class 16 contains 12810 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 42931 members 
Mstep: Class 20 contains 25687 members 
Mstep: Class 21 contains 6299 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700568.000000 Penalty: 43896.656250
Iteration 217Q: 22 clusters Score -4.170057e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34782 members 
Mstep: Class 3 contains 18048 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1939 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13771 members 
Mstep: Class 11 contains 11475 members 
Mstep: Class 12 contains 8821 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175316 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 42950 members 
Mstep: Class 20 contains 25690 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700612.000000 Penalty: 43896.656250
Iteration 218Q: 22 clusters Score -4.170061e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34773 members 
Mstep: Class 3 contains 18047 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13766 members 
Mstep: Class 11 contains 11479 members 
Mstep: Class 12 contains 8818 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175324 members 
Mstep: Class 16 contains 12810 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42962 members 
Mstep: Class 20 contains 25706 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700688.000000 Penalty: 43896.656250
Iteration 219Q: 22 clusters Score -4.170069e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34767 members 
Mstep: Class 3 contains 18047 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13766 members 
Mstep: Class 11 contains 11486 members 
Mstep: Class 12 contains 8814 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 175329 members 
Mstep: Class 16 contains 12811 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42966 members 
Mstep: Class 20 contains 25720 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700692.000000 Penalty: 43896.656250
Iteration 220F: 22 clusters Score -4.170069e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34760 members 
Mstep: Class 3 contains 18047 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13763 members 
Mstep: Class 11 contains 11490 members 
Mstep: Class 12 contains 8815 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175337 members 
Mstep: Class 16 contains 12811 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42973 members 
Mstep: Class 20 contains 25732 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700660.000000 Penalty: 43896.656250
Iteration 221Q: 22 clusters Score -4.170066e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34754 members 
Mstep: Class 3 contains 18047 members 
Mstep: Class 4 contains 3454 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 11497 members 
Mstep: Class 12 contains 8806 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 175343 members 
Mstep: Class 16 contains 12811 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42979 members 
Mstep: Class 20 contains 25750 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700656.000000 Penalty: 43896.656250
Iteration 222Q: 22 clusters Score -4.170066e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34749 members 
Mstep: Class 3 contains 18047 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13763 members 
Mstep: Class 11 contains 11502 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175350 members 
Mstep: Class 16 contains 12812 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42986 members 
Mstep: Class 20 contains 25757 members 
Mstep: Class 21 contains 6299 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700660.000000 Penalty: 43896.656250
Iteration 223Q: 22 clusters Score -4.170066e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34747 members 
Mstep: Class 3 contains 18048 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13763 members 
Mstep: Class 11 contains 11510 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175356 members 
Mstep: Class 16 contains 12811 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 42991 members 
Mstep: Class 20 contains 25756 members 
Mstep: Class 21 contains 6298 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700720.000000 Penalty: 43896.656250
Iteration 224Q: 22 clusters Score -4.170072e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34744 members 
Mstep: Class 3 contains 18048 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13763 members 
Mstep: Class 11 contains 11515 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175362 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43003 members 
Mstep: Class 20 contains 25760 members 
Mstep: Class 21 contains 6298 members 
Mstep: Class 22 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700752.000000 Penalty: 43896.656250
Iteration 225Q: 22 clusters Score -4.170075e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34739 members 
Mstep: Class 3 contains 18047 members 
Mstep: Class 4 contains 3388 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 11519 members 
Mstep: Class 12 contains 8793 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175372 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43009 members 
Mstep: Class 20 contains 25772 members 
Mstep: Class 21 contains 6296 members 
Mstep: Class 22 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700704.000000 Penalty: 43896.656250
Iteration 226Q: 22 clusters Score -4.17007e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34735 members 
Mstep: Class 3 contains 18045 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13763 members 
Mstep: Class 11 contains 11533 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175375 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43016 members 
Mstep: Class 20 contains 25780 members 
Mstep: Class 21 contains 6298 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700724.000000 Penalty: 43896.656250
Iteration 227Q: 22 clusters Score -4.170072e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 34733 members 
Mstep: Class 3 contains 18043 members 
Mstep: Class 4 contains 3358 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 13762 members 
Mstep: Class 11 contains 11540 members 
Mstep: Class 12 contains 8792 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175389 members 
Mstep: Class 16 contains 12808 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43016 members 
Mstep: Class 20 contains 25779 members 
Mstep: Class 21 contains 6297 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700668.000000 Penalty: 43896.656250
Iteration 228Q: 22 clusters Score -4.170067e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34731 members 
Mstep: Class 3 contains 18039 members 
Mstep: Class 4 contains 3359 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 8779 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175397 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43022 members 
Mstep: Class 20 contains 25781 members 
Mstep: Class 21 contains 6296 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700728.000000 Penalty: 43896.656250
Iteration 229Q: 22 clusters Score -4.170073e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34730 members 
Mstep: Class 3 contains 18037 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 13762 members 
Mstep: Class 11 contains 11546 members 
Mstep: Class 12 contains 8769 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175403 members 
Mstep: Class 16 contains 12806 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43028 members 
Mstep: Class 20 contains 25792 members 
Mstep: Class 21 contains 6296 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700720.000000 Penalty: 43896.656250
Iteration 230Q: 22 clusters Score -4.170072e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34729 members 
Mstep: Class 3 contains 18036 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 13762 members 
Mstep: Class 11 contains 11552 members 
Mstep: Class 12 contains 8756 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175410 members 
Mstep: Class 16 contains 12803 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43030 members 
Mstep: Class 20 contains 25799 members 
Mstep: Class 21 contains 6295 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700676.000000 Penalty: 43896.656250
Iteration 231Q: 22 clusters Score -4.170068e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34730 members 
Mstep: Class 3 contains 18034 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 8573 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 9 contains 4447 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 11552 members 
Mstep: Class 12 contains 8748 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175415 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43034 members 
Mstep: Class 20 contains 25807 members 
Mstep: Class 21 contains 6295 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700672.000000 Penalty: 43896.656250
Iteration 232Q: 22 clusters Score -4.170067e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34729 members 
Mstep: Class 3 contains 18031 members 
Mstep: Class 4 contains 3333 members 
Mstep: Class 5 contains 8572 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 9 contains 4448 members 
Mstep: Class 10 contains 13760 members 
Mstep: Class 11 contains 11554 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175424 members 
Mstep: Class 16 contains 12800 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43040 members 
Mstep: Class 20 contains 25814 members 
Mstep: Class 21 contains 6295 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700700.000000 Penalty: 43896.656250
Iteration 233Q: 22 clusters Score -4.17007e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34728 members 
Mstep: Class 3 contains 18032 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 10 contains 13760 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175438 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43040 members 
Mstep: Class 20 contains 25816 members 
Mstep: Class 21 contains 6295 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700728.000000 Penalty: 43896.656250
Iteration 234Q: 22 clusters Score -4.170073e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34726 members 
Mstep: Class 3 contains 18032 members 
Mstep: Class 4 contains 3327 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 10 contains 13760 members 
Mstep: Class 11 contains 11560 members 
Mstep: Class 12 contains 8711 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175458 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43045 members 
Mstep: Class 20 contains 25808 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700748.000000 Penalty: 43896.656250
Iteration 235Q: 22 clusters Score -4.170075e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34726 members 
Mstep: Class 3 contains 18033 members 
Mstep: Class 4 contains 3327 members 
Mstep: Class 5 contains 8572 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 10 contains 13760 members 
Mstep: Class 11 contains 11565 members 
Mstep: Class 12 contains 8690 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175468 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43050 members 
Mstep: Class 20 contains 25809 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700716.000000 Penalty: 43896.656250
Iteration 236Q: 22 clusters Score -4.170072e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34725 members 
Mstep: Class 3 contains 18033 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 8572 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 11570 members 
Mstep: Class 12 contains 8670 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175479 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43054 members 
Mstep: Class 20 contains 25814 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700716.000000 Penalty: 43896.656250
Iteration 237Q: 22 clusters Score -4.170072e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34724 members 
Mstep: Class 3 contains 18033 members 
Mstep: Class 4 contains 3315 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 11573 members 
Mstep: Class 12 contains 8647 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175480 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43059 members 
Mstep: Class 20 contains 25839 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700716.000000 Penalty: 43896.656250
Iteration 238Q: 22 clusters Score -4.170072e+07 nChanged 84
Entering ConstructFrom: 
Score: -41700716.000000 Penalty: 43896.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -531563.062500 Penalty: 1375.503296
	Iteration 0F: 2 clusters Score -531563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -527746.562500 Penalty: 2751.006592
	Iteration 0F: 3 clusters Score -527746.6 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -528748.812500 Penalty: 2751.006592
	Iteration 1F: 3 clusters Score -528748.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -528916.875000 Penalty: 2751.006592
	Iteration 2F: 3 clusters Score -528916.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -529042.562500 Penalty: 2751.006592
	Iteration 3F: 3 clusters Score -529042.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -529157.875000 Penalty: 2751.006592
	Iteration 4Q: 3 clusters Score -529157.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -529240.500000 Penalty: 2751.006592
	Iteration 5Q: 3 clusters Score -529240.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -529326.750000 Penalty: 2751.006592
	Iteration 6Q: 3 clusters Score -529326.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -529402.437500 Penalty: 2751.006592
	Iteration 7Q: 3 clusters Score -529402.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -529471.937500 Penalty: 2751.006592
	Iteration 8Q: 3 clusters Score -529471.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -529547.500000 Penalty: 2751.006592
	Iteration 9Q: 3 clusters Score -529547.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -529623.000000 Penalty: 2751.006592
	Iteration 10Q: 3 clusters Score -529623 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -529697.375000 Penalty: 2751.006592
	Iteration 11Q: 3 clusters Score -529697.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -529789.687500 Penalty: 2751.006592
	Iteration 12Q: 3 clusters Score -529789.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -529880.812500 Penalty: 2751.006592
	Iteration 13Q: 3 clusters Score -529880.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -529955.687500 Penalty: 2751.006592
	Iteration 14Q: 3 clusters Score -529955.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -530028.937500 Penalty: 2751.006592
	Iteration 15Q: 3 clusters Score -530028.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -530089.812500 Penalty: 2751.006592
	Iteration 16Q: 3 clusters Score -530089.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -530143.875000 Penalty: 2751.006592
	Iteration 17Q: 3 clusters Score -530143.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -530192.250000 Penalty: 2751.006592
	Iteration 18Q: 3 clusters Score -530192.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -530220.750000 Penalty: 2751.006592
	Iteration 19Q: 3 clusters Score -530220.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -530249.000000 Penalty: 2751.006592
	Iteration 20F: 3 clusters Score -530249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -530284.250000 Penalty: 2751.006592
	Iteration 21Q: 3 clusters Score -530284.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -530307.250000 Penalty: 2751.006592
	Iteration 22Q: 3 clusters Score -530307.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -530325.937500 Penalty: 2751.006592
	Iteration 23Q: 3 clusters Score -530325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -530343.437500 Penalty: 2751.006592
	Iteration 24Q: 3 clusters Score -530343.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -530357.562500 Penalty: 2751.006592
	Iteration 25Q: 3 clusters Score -530357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -530367.125000 Penalty: 2751.006592
	Iteration 26Q: 3 clusters Score -530367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -530372.875000 Penalty: 2751.006592
	Iteration 27Q: 3 clusters Score -530372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -530376.562500 Penalty: 2751.006592
	Iteration 28Q: 3 clusters Score -530376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -530380.625000 Penalty: 2751.006592
	Iteration 29Q: 3 clusters Score -530380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -530381.312500 Penalty: 2751.006592
	Iteration 30Q: 3 clusters Score -530381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -530381.312500 Penalty: 2751.006592
	Iteration 31F: 3 clusters Score -530381.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Entering Unmasked Estep 
Score: -3891701.000000 Penalty: 1698.949097
	Iteration 0F: 2 clusters Score -3891701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3868406.750000 Penalty: 3397.898193
	Iteration 0F: 3 clusters Score -3868407 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3877246.000000 Penalty: 3397.898193
	Iteration 1F: 3 clusters Score -3877246 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3877647.000000 Penalty: 3397.898193
	Iteration 2Q: 3 clusters Score -3877647 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3877989.500000 Penalty: 3397.898193
	Iteration 3Q: 3 clusters Score -3877990 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3878320.750000 Penalty: 3397.898193
	Iteration 4Q: 3 clusters Score -3878321 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3878750.500000 Penalty: 3397.898193
	Iteration 5Q: 3 clusters Score -3878750 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3879254.500000 Penalty: 3397.898193
	Iteration 6Q: 3 clusters Score -3879254 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3879840.750000 Penalty: 3397.898193
	Iteration 7Q: 3 clusters Score -3879841 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3880670.250000 Penalty: 3397.898193
	Iteration 8Q: 3 clusters Score -3880670 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3881770.250000 Penalty: 3397.898193
	Iteration 9F: 3 clusters Score -3881770 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3883133.500000 Penalty: 3397.898193
	Iteration 10F: 3 clusters Score -3883134 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3884444.750000 Penalty: 3397.898193
	Iteration 11F: 3 clusters Score -3884445 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3885456.750000 Penalty: 3397.898193
	Iteration 12Q: 3 clusters Score -3885457 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3886128.250000 Penalty: 3397.898193
	Iteration 13Q: 3 clusters Score -3886128 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3886578.250000 Penalty: 3397.898193
	Iteration 14Q: 3 clusters Score -3886578 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3886852.500000 Penalty: 3397.898193
	Iteration 15Q: 3 clusters Score -3886852 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3887081.750000 Penalty: 3397.898193
	Iteration 16Q: 3 clusters Score -3887082 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3887253.250000 Penalty: 3397.898193
	Iteration 17Q: 3 clusters Score -3887253 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3887422.750000 Penalty: 3397.898193
	Iteration 18Q: 3 clusters Score -3887423 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3887625.500000 Penalty: 3397.898193
	Iteration 19Q: 3 clusters Score -3887626 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3887834.000000 Penalty: 3397.898193
	Iteration 20F: 3 clusters Score -3887834 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3888020.000000 Penalty: 3397.898193
	Iteration 21Q: 3 clusters Score -3888020 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3888241.750000 Penalty: 3397.898193
	Iteration 22Q: 3 clusters Score -3888242 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3888457.250000 Penalty: 3397.898193
	Iteration 23Q: 3 clusters Score -3888457 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3888664.500000 Penalty: 3397.898193
	Iteration 24Q: 3 clusters Score -3888664 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3888865.500000 Penalty: 3397.898193
	Iteration 25Q: 3 clusters Score -3888866 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3889073.500000 Penalty: 3397.898193
	Iteration 26Q: 3 clusters Score -3889074 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3889250.750000 Penalty: 3397.898193
	Iteration 27Q: 3 clusters Score -3889251 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3889416.500000 Penalty: 3397.898193
	Iteration 28Q: 3 clusters Score -3889416 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3889563.750000 Penalty: 3397.898193
	Iteration 29Q: 3 clusters Score -3889564 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3889660.250000 Penalty: 3397.898193
	Iteration 30Q: 3 clusters Score -3889660 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3889732.000000 Penalty: 3397.898193
	Iteration 31Q: 3 clusters Score -3889732 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3889762.250000 Penalty: 3397.898193
	Iteration 32Q: 3 clusters Score -3889762 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3889796.500000 Penalty: 3397.898193
	Iteration 33Q: 3 clusters Score -3889796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3889809.750000 Penalty: 3397.898193
	Iteration 34Q: 3 clusters Score -3889810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3889845.750000 Penalty: 3397.898193
	Iteration 35Q: 3 clusters Score -3889846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3889886.500000 Penalty: 3397.898193
	Iteration 36Q: 3 clusters Score -3889886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3889916.250000 Penalty: 3397.898193
	Iteration 37Q: 3 clusters Score -3889916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3889943.000000 Penalty: 3397.898193
	Iteration 38Q: 3 clusters Score -3889943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3889980.500000 Penalty: 3397.898193
	Iteration 39Q: 3 clusters Score -3889980 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3890013.250000 Penalty: 3397.898193
	Iteration 40F: 3 clusters Score -3890013 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3890038.000000 Penalty: 3397.898193
	Iteration 41Q: 3 clusters Score -3890038 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3890059.000000 Penalty: 3397.898193
	Iteration 42Q: 3 clusters Score -3890059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3890078.250000 Penalty: 3397.898193
	Iteration 43Q: 3 clusters Score -3890078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3890083.250000 Penalty: 3397.898193
	Iteration 44Q: 3 clusters Score -3890083 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3890095.000000 Penalty: 3397.898193
	Iteration 45Q: 3 clusters Score -3890095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3890117.750000 Penalty: 3397.898193
	Iteration 46Q: 3 clusters Score -3890118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3890133.500000 Penalty: 3397.898193
	Iteration 47Q: 3 clusters Score -3890134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3890149.000000 Penalty: 3397.898193
	Iteration 48Q: 3 clusters Score -3890149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3890159.000000 Penalty: 3397.898193
	Iteration 49Q: 3 clusters Score -3890159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3890174.250000 Penalty: 3397.898193
	Iteration 50Q: 3 clusters Score -3890174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3890176.750000 Penalty: 3397.898193
	Iteration 51Q: 3 clusters Score -3890177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3890204.750000 Penalty: 3397.898193
	Iteration 52Q: 3 clusters Score -3890205 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3890224.500000 Penalty: 3397.898193
	Iteration 53Q: 3 clusters Score -3890224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3890242.750000 Penalty: 3397.898193
	Iteration 54Q: 3 clusters Score -3890243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3890253.000000 Penalty: 3397.898193
	Iteration 55Q: 3 clusters Score -3890253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3890279.250000 Penalty: 3397.898193
	Iteration 56Q: 3 clusters Score -3890279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3890281.250000 Penalty: 3397.898193
	Iteration 57Q: 3 clusters Score -3890281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3890295.500000 Penalty: 3397.898193
	Iteration 58Q: 3 clusters Score -3890296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3890305.250000 Penalty: 3397.898193
	Iteration 59Q: 3 clusters Score -3890305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3890323.750000 Penalty: 3397.898193
	Iteration 60F: 3 clusters Score -3890324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3890326.000000 Penalty: 3397.898193
	Iteration 61Q: 3 clusters Score -3890326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3890324.250000 Penalty: 3397.898193
	Iteration 62Q: 3 clusters Score -3890324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3890322.250000 Penalty: 3397.898193
	Iteration 63Q: 3 clusters Score -3890322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3890322.000000 Penalty: 3397.898193
	Iteration 64Q: 3 clusters Score -3890322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3890317.000000 Penalty: 3397.898193
	Iteration 65Q: 3 clusters Score -3890317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3890324.500000 Penalty: 3397.898193
	Iteration 66Q: 3 clusters Score -3890324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3890325.500000 Penalty: 3397.898193
	Iteration 67Q: 3 clusters Score -3890326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3890324.250000 Penalty: 3397.898193
	Iteration 68Q: 3 clusters Score -3890324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3890328.750000 Penalty: 3397.898193
	Iteration 69Q: 3 clusters Score -3890329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3890332.500000 Penalty: 3397.898193
	Iteration 70Q: 3 clusters Score -3890332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3890336.500000 Penalty: 3397.898193
	Iteration 71Q: 3 clusters Score -3890336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3890333.750000 Penalty: 3397.898193
	Iteration 72Q: 3 clusters Score -3890334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3890340.000000 Penalty: 3397.898193
	Iteration 73Q: 3 clusters Score -3890340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3890337.750000 Penalty: 3397.898193
	Iteration 74Q: 3 clusters Score -3890338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3890343.000000 Penalty: 3397.898193
	Iteration 75Q: 3 clusters Score -3890343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3890339.250000 Penalty: 3397.898193
	Iteration 76Q: 3 clusters Score -3890339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3890343.750000 Penalty: 3397.898193
	Iteration 77Q: 3 clusters Score -3890344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3890342.750000 Penalty: 3397.898193
	Iteration 78Q: 3 clusters Score -3890343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3890339.000000 Penalty: 3397.898193
	Iteration 79Q: 3 clusters Score -3890339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3890339.250000 Penalty: 3397.898193
	Iteration 80F: 3 clusters Score -3890339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3890340.000000 Penalty: 3397.898193
	Iteration 81Q: 3 clusters Score -3890340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3890340.000000 Penalty: 3397.898193
	Iteration 82Q: 3 clusters Score -3890340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3890337.750000 Penalty: 3397.898193
	Iteration 83Q: 3 clusters Score -3890338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3890343.000000 Penalty: 3397.898193
	Iteration 84Q: 3 clusters Score -3890343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3890341.000000 Penalty: 3397.898193
	Iteration 85Q: 3 clusters Score -3890341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3890341.000000 Penalty: 3397.898193
	Iteration 86F: 3 clusters Score -3890341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Entering Unmasked Estep 
Score: -2042027.250000 Penalty: 1592.475220
	Iteration 0F: 2 clusters Score -2042027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2029584.750000 Penalty: 3184.950439
	Iteration 0F: 3 clusters Score -2029585 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2033986.375000 Penalty: 3184.950439
	Iteration 1F: 3 clusters Score -2033986 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2034311.500000 Penalty: 3184.950439
	Iteration 2Q: 3 clusters Score -2034312 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2034617.250000 Penalty: 3184.950439
	Iteration 3Q: 3 clusters Score -2034617 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2034941.375000 Penalty: 3184.950439
	Iteration 4Q: 3 clusters Score -2034941 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2035372.000000 Penalty: 3184.950439
	Iteration 5Q: 3 clusters Score -2035372 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2035932.500000 Penalty: 3184.950439
	Iteration 6F: 3 clusters Score -2035932 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2036688.625000 Penalty: 3184.950439
	Iteration 7F: 3 clusters Score -2036689 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2037608.500000 Penalty: 3184.950439
	Iteration 8F: 3 clusters Score -2037608 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2038494.250000 Penalty: 3184.950439
	Iteration 9F: 3 clusters Score -2038494 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2039197.500000 Penalty: 3184.950439
	Iteration 10Q: 3 clusters Score -2039198 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2039674.875000 Penalty: 3184.950439
	Iteration 11Q: 3 clusters Score -2039675 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2040013.000000 Penalty: 3184.950439
	Iteration 12Q: 3 clusters Score -2040013 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2040186.875000 Penalty: 3184.950439
	Iteration 13Q: 3 clusters Score -2040187 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2040310.250000 Penalty: 3184.950439
	Iteration 14Q: 3 clusters Score -2040310 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2040384.500000 Penalty: 3184.950439
	Iteration 15Q: 3 clusters Score -2040384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2040450.500000 Penalty: 3184.950439
	Iteration 16Q: 3 clusters Score -2040450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2040501.250000 Penalty: 3184.950439
	Iteration 17Q: 3 clusters Score -2040501 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2040557.375000 Penalty: 3184.950439
	Iteration 18Q: 3 clusters Score -2040557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2040608.875000 Penalty: 3184.950439
	Iteration 19Q: 3 clusters Score -2040609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2040647.500000 Penalty: 3184.950439
	Iteration 20F: 3 clusters Score -2040648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2040671.875000 Penalty: 3184.950439
	Iteration 21Q: 3 clusters Score -2040672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2040706.500000 Penalty: 3184.950439
	Iteration 22Q: 3 clusters Score -2040706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2040721.500000 Penalty: 3184.950439
	Iteration 23Q: 3 clusters Score -2040722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2040731.625000 Penalty: 3184.950439
	Iteration 24Q: 3 clusters Score -2040732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2040735.375000 Penalty: 3184.950439
	Iteration 25Q: 3 clusters Score -2040735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2040741.000000 Penalty: 3184.950439
	Iteration 26Q: 3 clusters Score -2040741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2040747.125000 Penalty: 3184.950439
	Iteration 27Q: 3 clusters Score -2040747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2040754.250000 Penalty: 3184.950439
	Iteration 28Q: 3 clusters Score -2040754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2040757.000000 Penalty: 3184.950439
	Iteration 29Q: 3 clusters Score -2040757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2040760.125000 Penalty: 3184.950439
	Iteration 30Q: 3 clusters Score -2040760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2040761.875000 Penalty: 3184.950439
	Iteration 31Q: 3 clusters Score -2040762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2040762.000000 Penalty: 3184.950439
	Iteration 32Q: 3 clusters Score -2040762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2040763.250000 Penalty: 3184.950439
	Iteration 33Q: 3 clusters Score -2040763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2040762.875000 Penalty: 3184.950439
	Iteration 34Q: 3 clusters Score -2040763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2040762.875000 Penalty: 3184.950439
	Iteration 35F: 3 clusters Score -2040763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Entering Unmasked Estep 
Score: -353246.625000 Penalty: 1316.029541
	Iteration 0F: 2 clusters Score -353246.6 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 1631 members 
Entering Unmasked Estep 
Score: -350340.531250 Penalty: 2632.059082
	Iteration 0F: 3 clusters Score -350340.5 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -350996.312500 Penalty: 2632.059082
	Iteration 1F: 3 clusters Score -350996.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -351113.812500 Penalty: 2632.059082
	Iteration 2F: 3 clusters Score -351113.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -351188.406250 Penalty: 2632.059082
	Iteration 3Q: 3 clusters Score -351188.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -351241.062500 Penalty: 2632.059082
	Iteration 4Q: 3 clusters Score -351241.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -351295.156250 Penalty: 2632.059082
	Iteration 5Q: 3 clusters Score -351295.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -351330.218750 Penalty: 2632.059082
	Iteration 6Q: 3 clusters Score -351330.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -351360.312500 Penalty: 2632.059082
	Iteration 7Q: 3 clusters Score -351360.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -351395.500000 Penalty: 2632.059082
	Iteration 8Q: 3 clusters Score -351395.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -351438.812500 Penalty: 2632.059082
	Iteration 9Q: 3 clusters Score -351438.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -351487.843750 Penalty: 2632.059082
	Iteration 10Q: 3 clusters Score -351487.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -351552.406250 Penalty: 2632.059082
	Iteration 11Q: 3 clusters Score -351552.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -351635.187500 Penalty: 2632.059082
	Iteration 12Q: 3 clusters Score -351635.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -351723.906250 Penalty: 2632.059082
	Iteration 13Q: 3 clusters Score -351723.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -351782.156250 Penalty: 2632.059082
	Iteration 14Q: 3 clusters Score -351782.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -351828.531250 Penalty: 2632.059082
	Iteration 15Q: 3 clusters Score -351828.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -351868.187500 Penalty: 2632.059082
	Iteration 16Q: 3 clusters Score -351868.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -351896.187500 Penalty: 2632.059082
	Iteration 17Q: 3 clusters Score -351896.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -351914.687500 Penalty: 2632.059082
	Iteration 18Q: 3 clusters Score -351914.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -351924.968750 Penalty: 2632.059082
	Iteration 19Q: 3 clusters Score -351925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -351933.500000 Penalty: 2632.059082
	Iteration 20F: 3 clusters Score -351933.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -351940.968750 Penalty: 2632.059082
	Iteration 21Q: 3 clusters Score -351941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -351943.531250 Penalty: 2632.059082
	Iteration 22Q: 3 clusters Score -351943.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -351946.093750 Penalty: 2632.059082
	Iteration 23Q: 3 clusters Score -351946.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -351953.718750 Penalty: 2632.059082
	Iteration 24Q: 3 clusters Score -351953.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -351960.500000 Penalty: 2632.059082
	Iteration 25Q: 3 clusters Score -351960.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -351967.156250 Penalty: 2632.059082
	Iteration 26Q: 3 clusters Score -351967.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -351972.687500 Penalty: 2632.059082
	Iteration 27Q: 3 clusters Score -351972.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -351976.875000 Penalty: 2632.059082
	Iteration 28Q: 3 clusters Score -351976.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -351981.375000 Penalty: 2632.059082
	Iteration 29Q: 3 clusters Score -351981.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -351985.968750 Penalty: 2632.059082
	Iteration 30Q: 3 clusters Score -351986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -351990.812500 Penalty: 2632.059082
	Iteration 31Q: 3 clusters Score -351990.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -351996.250000 Penalty: 2632.059082
	Iteration 32Q: 3 clusters Score -351996.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -352001.125000 Penalty: 2632.059082
	Iteration 33Q: 3 clusters Score -352001.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -352007.468750 Penalty: 2632.059082
	Iteration 34Q: 3 clusters Score -352007.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -352016.093750 Penalty: 2632.059082
	Iteration 35Q: 3 clusters Score -352016.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -352026.218750 Penalty: 2632.059082
	Iteration 36Q: 3 clusters Score -352026.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -352033.406250 Penalty: 2632.059082
	Iteration 37Q: 3 clusters Score -352033.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -352045.937500 Penalty: 2632.059082
	Iteration 38Q: 3 clusters Score -352045.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -352054.750000 Penalty: 2632.059082
	Iteration 39Q: 3 clusters Score -352054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -352058.187500 Penalty: 2632.059082
	Iteration 40F: 3 clusters Score -352058.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -352061.750000 Penalty: 2632.059082
	Iteration 41Q: 3 clusters Score -352061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -352064.968750 Penalty: 2632.059082
	Iteration 42Q: 3 clusters Score -352065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -352066.437500 Penalty: 2632.059082
	Iteration 43Q: 3 clusters Score -352066.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -352069.125000 Penalty: 2632.059082
	Iteration 44Q: 3 clusters Score -352069.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -352071.562500 Penalty: 2632.059082
	Iteration 45Q: 3 clusters Score -352071.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -352073.156250 Penalty: 2632.059082
	Iteration 46Q: 3 clusters Score -352073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -352074.562500 Penalty: 2632.059082
	Iteration 47Q: 3 clusters Score -352074.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -352078.187500 Penalty: 2632.059082
	Iteration 48Q: 3 clusters Score -352078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -352082.312500 Penalty: 2632.059082
	Iteration 49Q: 3 clusters Score -352082.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -352086.687500 Penalty: 2632.059082
	Iteration 50Q: 3 clusters Score -352086.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -352091.875000 Penalty: 2632.059082
	Iteration 51Q: 3 clusters Score -352091.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -352098.437500 Penalty: 2632.059082
	Iteration 52Q: 3 clusters Score -352098.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -352108.156250 Penalty: 2632.059082
	Iteration 53Q: 3 clusters Score -352108.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -352113.812500 Penalty: 2632.059082
	Iteration 54Q: 3 clusters Score -352113.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -352118.875000 Penalty: 2632.059082
	Iteration 55Q: 3 clusters Score -352118.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -352122.750000 Penalty: 2632.059082
	Iteration 56Q: 3 clusters Score -352122.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -352126.500000 Penalty: 2632.059082
	Iteration 57Q: 3 clusters Score -352126.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -352129.125000 Penalty: 2632.059082
	Iteration 58Q: 3 clusters Score -352129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -352131.875000 Penalty: 2632.059082
	Iteration 59Q: 3 clusters Score -352131.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -352134.125000 Penalty: 2632.059082
	Iteration 60F: 3 clusters Score -352134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -352137.343750 Penalty: 2632.059082
	Iteration 61Q: 3 clusters Score -352137.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -352143.343750 Penalty: 2632.059082
	Iteration 62Q: 3 clusters Score -352143.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -352147.562500 Penalty: 2632.059082
	Iteration 63Q: 3 clusters Score -352147.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -352151.250000 Penalty: 2632.059082
	Iteration 64Q: 3 clusters Score -352151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -352152.343750 Penalty: 2632.059082
	Iteration 65Q: 3 clusters Score -352152.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -352154.843750 Penalty: 2632.059082
	Iteration 66Q: 3 clusters Score -352154.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -352157.718750 Penalty: 2632.059082
	Iteration 67Q: 3 clusters Score -352157.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -352158.968750 Penalty: 2632.059082
	Iteration 68Q: 3 clusters Score -352159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -352159.593750 Penalty: 2632.059082
	Iteration 69Q: 3 clusters Score -352159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -352160.093750 Penalty: 2632.059082
	Iteration 70Q: 3 clusters Score -352160.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -352161.468750 Penalty: 2632.059082
	Iteration 71Q: 3 clusters Score -352161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -352162.750000 Penalty: 2632.059082
	Iteration 72Q: 3 clusters Score -352162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -352163.812500 Penalty: 2632.059082
	Iteration 73Q: 3 clusters Score -352163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -352168.031250 Penalty: 2632.059082
	Iteration 74Q: 3 clusters Score -352168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -352170.687500 Penalty: 2632.059082
	Iteration 75Q: 3 clusters Score -352170.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -352174.281250 Penalty: 2632.059082
	Iteration 76Q: 3 clusters Score -352174.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -352176.687500 Penalty: 2632.059082
	Iteration 77Q: 3 clusters Score -352176.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -352178.375000 Penalty: 2632.059082
	Iteration 78Q: 3 clusters Score -352178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -352179.531250 Penalty: 2632.059082
	Iteration 79Q: 3 clusters Score -352179.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -352182.375000 Penalty: 2632.059082
	Iteration 80F: 3 clusters Score -352182.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -352187.500000 Penalty: 2632.059082
	Iteration 81Q: 3 clusters Score -352187.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -352190.718750 Penalty: 2632.059082
	Iteration 82Q: 3 clusters Score -352190.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -352193.687500 Penalty: 2632.059082
	Iteration 83Q: 3 clusters Score -352193.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -352196.687500 Penalty: 2632.059082
	Iteration 84Q: 3 clusters Score -352196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -352197.718750 Penalty: 2632.059082
	Iteration 85Q: 3 clusters Score -352197.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -352199.687500 Penalty: 2632.059082
	Iteration 86Q: 3 clusters Score -352199.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -352202.468750 Penalty: 2632.059082
	Iteration 87Q: 3 clusters Score -352202.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -352205.937500 Penalty: 2632.059082
	Iteration 88Q: 3 clusters Score -352205.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -352209.812500 Penalty: 2632.059082
	Iteration 89Q: 3 clusters Score -352209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -352213.781250 Penalty: 2632.059082
	Iteration 90Q: 3 clusters Score -352213.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -352218.843750 Penalty: 2632.059082
	Iteration 91Q: 3 clusters Score -352218.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -352222.718750 Penalty: 2632.059082
	Iteration 92Q: 3 clusters Score -352222.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -352230.656250 Penalty: 2632.059082
	Iteration 93Q: 3 clusters Score -352230.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -352235.312500 Penalty: 2632.059082
	Iteration 94Q: 3 clusters Score -352235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -352237.937500 Penalty: 2632.059082
	Iteration 95Q: 3 clusters Score -352237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -352240.062500 Penalty: 2632.059082
	Iteration 96Q: 3 clusters Score -352240.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -352245.093750 Penalty: 2632.059082
	Iteration 97Q: 3 clusters Score -352245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -352249.218750 Penalty: 2632.059082
	Iteration 98Q: 3 clusters Score -352249.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -352251.000000 Penalty: 2632.059082
	Iteration 99Q: 3 clusters Score -352251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -352254.500000 Penalty: 2632.059082
	Iteration 100F: 3 clusters Score -352254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -352255.437500 Penalty: 2632.059082
	Iteration 101Q: 3 clusters Score -352255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -352255.500000 Penalty: 2632.059082
	Iteration 102Q: 3 clusters Score -352255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -352255.781250 Penalty: 2632.059082
	Iteration 103Q: 3 clusters Score -352255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -352256.218750 Penalty: 2632.059082
	Iteration 104Q: 3 clusters Score -352256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -352256.718750 Penalty: 2632.059082
	Iteration 105Q: 3 clusters Score -352256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -352256.750000 Penalty: 2632.059082
	Iteration 106Q: 3 clusters Score -352256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -352257.406250 Penalty: 2632.059082
	Iteration 107Q: 3 clusters Score -352257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -352257.593750 Penalty: 2632.059082
	Iteration 108Q: 3 clusters Score -352257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -352257.593750 Penalty: 2632.059082
	Iteration 109F: 3 clusters Score -352257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Entering Unmasked Estep 
Score: -925952.062500 Penalty: 1471.584717
	Iteration 0F: 2 clusters Score -925952.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -919710.562500 Penalty: 2943.169434
	Iteration 0F: 3 clusters Score -919710.6 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -922085.625000 Penalty: 2943.169434
	Iteration 1F: 3 clusters Score -922085.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -922593.437500 Penalty: 2943.169434
	Iteration 2F: 3 clusters Score -922593.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -922968.250000 Penalty: 2943.169434
	Iteration 3F: 3 clusters Score -922968.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -923232.375000 Penalty: 2943.169434
	Iteration 4F: 3 clusters Score -923232.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -923465.750000 Penalty: 2943.169434
	Iteration 5Q: 3 clusters Score -923465.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -923737.562500 Penalty: 2943.169434
	Iteration 6Q: 3 clusters Score -923737.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -924030.437500 Penalty: 2943.169434
	Iteration 7F: 3 clusters Score -924030.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -924289.500000 Penalty: 2943.169434
	Iteration 8Q: 3 clusters Score -924289.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -924504.062500 Penalty: 2943.169434
	Iteration 9Q: 3 clusters Score -924504.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -924662.312500 Penalty: 2943.169434
	Iteration 10Q: 3 clusters Score -924662.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -924777.500000 Penalty: 2943.169434
	Iteration 11Q: 3 clusters Score -924777.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -924851.250000 Penalty: 2943.169434
	Iteration 12Q: 3 clusters Score -924851.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -924917.187500 Penalty: 2943.169434
	Iteration 13Q: 3 clusters Score -924917.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -924981.437500 Penalty: 2943.169434
	Iteration 14Q: 3 clusters Score -924981.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -925063.312500 Penalty: 2943.169434
	Iteration 15Q: 3 clusters Score -925063.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -925130.187500 Penalty: 2943.169434
	Iteration 16Q: 3 clusters Score -925130.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -925182.375000 Penalty: 2943.169434
	Iteration 17Q: 3 clusters Score -925182.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -925219.312500 Penalty: 2943.169434
	Iteration 18Q: 3 clusters Score -925219.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -925260.687500 Penalty: 2943.169434
	Iteration 19Q: 3 clusters Score -925260.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -925304.625000 Penalty: 2943.169434
	Iteration 20F: 3 clusters Score -925304.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -925340.875000 Penalty: 2943.169434
	Iteration 21Q: 3 clusters Score -925340.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -925381.562500 Penalty: 2943.169434
	Iteration 22Q: 3 clusters Score -925381.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -925441.687500 Penalty: 2943.169434
	Iteration 23Q: 3 clusters Score -925441.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -925507.250000 Penalty: 2943.169434
	Iteration 24Q: 3 clusters Score -925507.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -925560.187500 Penalty: 2943.169434
	Iteration 25Q: 3 clusters Score -925560.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -925603.000000 Penalty: 2943.169434
	Iteration 26Q: 3 clusters Score -925603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -925647.562500 Penalty: 2943.169434
	Iteration 27Q: 3 clusters Score -925647.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -925689.375000 Penalty: 2943.169434
	Iteration 28Q: 3 clusters Score -925689.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -925714.500000 Penalty: 2943.169434
	Iteration 29Q: 3 clusters Score -925714.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -925729.062500 Penalty: 2943.169434
	Iteration 30Q: 3 clusters Score -925729.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -925744.375000 Penalty: 2943.169434
	Iteration 31Q: 3 clusters Score -925744.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -925756.500000 Penalty: 2943.169434
	Iteration 32Q: 3 clusters Score -925756.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -925770.500000 Penalty: 2943.169434
	Iteration 33Q: 3 clusters Score -925770.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -925786.125000 Penalty: 2943.169434
	Iteration 34Q: 3 clusters Score -925786.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -925795.375000 Penalty: 2943.169434
	Iteration 35Q: 3 clusters Score -925795.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -925802.937500 Penalty: 2943.169434
	Iteration 36Q: 3 clusters Score -925802.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -925811.000000 Penalty: 2943.169434
	Iteration 37Q: 3 clusters Score -925811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -925820.062500 Penalty: 2943.169434
	Iteration 38Q: 3 clusters Score -925820.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -925827.625000 Penalty: 2943.169434
	Iteration 39Q: 3 clusters Score -925827.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -925831.000000 Penalty: 2943.169434
	Iteration 40F: 3 clusters Score -925831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -925837.625000 Penalty: 2943.169434
	Iteration 41Q: 3 clusters Score -925837.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -925836.312500 Penalty: 2943.169434
	Iteration 42Q: 3 clusters Score -925836.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -925841.375000 Penalty: 2943.169434
	Iteration 43Q: 3 clusters Score -925841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -925840.687500 Penalty: 2943.169434
	Iteration 44Q: 3 clusters Score -925840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -925842.250000 Penalty: 2943.169434
	Iteration 45Q: 3 clusters Score -925842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -925843.250000 Penalty: 2943.169434
	Iteration 46Q: 3 clusters Score -925843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -925844.062500 Penalty: 2943.169434
	Iteration 47Q: 3 clusters Score -925844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -925845.750000 Penalty: 2943.169434
	Iteration 48Q: 3 clusters Score -925845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -925845.750000 Penalty: 2943.169434
	Iteration 49Q: 3 clusters Score -925845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -925845.562500 Penalty: 2943.169434
	Iteration 50Q: 3 clusters Score -925845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -925845.312500 Penalty: 2943.169434
	Iteration 51Q: 3 clusters Score -925845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -925845.375000 Penalty: 2943.169434
	Iteration 52Q: 3 clusters Score -925845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -925846.437500 Penalty: 2943.169434
	Iteration 53Q: 3 clusters Score -925846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -925847.812500 Penalty: 2943.169434
	Iteration 54Q: 3 clusters Score -925847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -925848.500000 Penalty: 2943.169434
	Iteration 55Q: 3 clusters Score -925848.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -925848.500000 Penalty: 2943.169434
	Iteration 56F: 3 clusters Score -925848.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -95541.710938 Penalty: 1105.389160
	Iteration 0F: 2 clusters Score -95541.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94158.109375 Penalty: 2210.778320
	Iteration 0F: 3 clusters Score -94158.11 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94375.679688 Penalty: 2210.778320
	Iteration 1F: 3 clusters Score -94375.68 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94439.281250 Penalty: 2210.778320
	Iteration 2F: 3 clusters Score -94439.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -94485.031250 Penalty: 2210.778320
	Iteration 3Q: 3 clusters Score -94485.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94517.484375 Penalty: 2210.778320
	Iteration 4Q: 3 clusters Score -94517.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94538.101562 Penalty: 2210.778320
	Iteration 5Q: 3 clusters Score -94538.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94550.914062 Penalty: 2210.778320
	Iteration 6Q: 3 clusters Score -94550.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94561.109375 Penalty: 2210.778320
	Iteration 7Q: 3 clusters Score -94561.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94570.171875 Penalty: 2210.778320
	Iteration 8Q: 3 clusters Score -94570.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94572.789062 Penalty: 2210.778320
	Iteration 9Q: 3 clusters Score -94572.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -94578.210938 Penalty: 2210.778320
	Iteration 10Q: 3 clusters Score -94578.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94579.406250 Penalty: 2210.778320
	Iteration 11Q: 3 clusters Score -94579.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94583.085938 Penalty: 2210.778320
	Iteration 12Q: 3 clusters Score -94583.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94586.531250 Penalty: 2210.778320
	Iteration 13Q: 3 clusters Score -94586.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94590.742188 Penalty: 2210.778320
	Iteration 14Q: 3 clusters Score -94590.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -94592.671875 Penalty: 2210.778320
	Iteration 15Q: 3 clusters Score -94592.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94594.148438 Penalty: 2210.778320
	Iteration 16Q: 3 clusters Score -94594.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94595.859375 Penalty: 2210.778320
	Iteration 17Q: 3 clusters Score -94595.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94598.984375 Penalty: 2210.778320
	Iteration 18Q: 3 clusters Score -94598.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94601.406250 Penalty: 2210.778320
	Iteration 19Q: 3 clusters Score -94601.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94601.406250 Penalty: 2210.778320
	Iteration 20F: 3 clusters Score -94601.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -192608.437500 Penalty: 1226.554688
	Iteration 0F: 2 clusters Score -192608.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -190608.000000 Penalty: 2453.109375
	Iteration 0F: 3 clusters Score -190608 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -191033.562500 Penalty: 2453.109375
	Iteration 1F: 3 clusters Score -191033.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -191142.671875 Penalty: 2453.109375
	Iteration 2F: 3 clusters Score -191142.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -191198.437500 Penalty: 2453.109375
	Iteration 3Q: 3 clusters Score -191198.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -191238.328125 Penalty: 2453.109375
	Iteration 4Q: 3 clusters Score -191238.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -191255.203125 Penalty: 2453.109375
	Iteration 5Q: 3 clusters Score -191255.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -191266.031250 Penalty: 2453.109375
	Iteration 6Q: 3 clusters Score -191266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -191272.343750 Penalty: 2453.109375
	Iteration 7Q: 3 clusters Score -191272.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -191276.765625 Penalty: 2453.109375
	Iteration 8Q: 3 clusters Score -191276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -191278.250000 Penalty: 2453.109375
	Iteration 9Q: 3 clusters Score -191278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -191281.765625 Penalty: 2453.109375
	Iteration 10Q: 3 clusters Score -191281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -191286.578125 Penalty: 2453.109375
	Iteration 11Q: 3 clusters Score -191286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -191292.859375 Penalty: 2453.109375
	Iteration 12Q: 3 clusters Score -191292.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -191301.875000 Penalty: 2453.109375
	Iteration 13Q: 3 clusters Score -191301.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -191306.765625 Penalty: 2453.109375
	Iteration 14Q: 3 clusters Score -191306.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191313.031250 Penalty: 2453.109375
	Iteration 15Q: 3 clusters Score -191313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -191319.656250 Penalty: 2453.109375
	Iteration 16Q: 3 clusters Score -191319.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -191323.546875 Penalty: 2453.109375
	Iteration 17Q: 3 clusters Score -191323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -191326.718750 Penalty: 2453.109375
	Iteration 18Q: 3 clusters Score -191326.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -191330.812500 Penalty: 2453.109375
	Iteration 19Q: 3 clusters Score -191330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -191334.062500 Penalty: 2453.109375
	Iteration 20F: 3 clusters Score -191334.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -191339.625000 Penalty: 2453.109375
	Iteration 21Q: 3 clusters Score -191339.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -191346.250000 Penalty: 2453.109375
	Iteration 22Q: 3 clusters Score -191346.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -191354.828125 Penalty: 2453.109375
	Iteration 23Q: 3 clusters Score -191354.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -191366.812500 Penalty: 2453.109375
	Iteration 24Q: 3 clusters Score -191366.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -191376.015625 Penalty: 2453.109375
	Iteration 25Q: 3 clusters Score -191376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -191383.015625 Penalty: 2453.109375
	Iteration 26Q: 3 clusters Score -191383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -191388.234375 Penalty: 2453.109375
	Iteration 27Q: 3 clusters Score -191388.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -191390.906250 Penalty: 2453.109375
	Iteration 28Q: 3 clusters Score -191390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -191392.734375 Penalty: 2453.109375
	Iteration 29Q: 3 clusters Score -191392.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -191395.015625 Penalty: 2453.109375
	Iteration 30Q: 3 clusters Score -191395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -191400.125000 Penalty: 2453.109375
	Iteration 31Q: 3 clusters Score -191400.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -191405.453125 Penalty: 2453.109375
	Iteration 32Q: 3 clusters Score -191405.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -191408.156250 Penalty: 2453.109375
	Iteration 33Q: 3 clusters Score -191408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -191409.718750 Penalty: 2453.109375
	Iteration 34Q: 3 clusters Score -191409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -191411.187500 Penalty: 2453.109375
	Iteration 35Q: 3 clusters Score -191411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -191412.687500 Penalty: 2453.109375
	Iteration 36Q: 3 clusters Score -191412.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -191415.812500 Penalty: 2453.109375
	Iteration 37Q: 3 clusters Score -191415.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -191420.031250 Penalty: 2453.109375
	Iteration 38Q: 3 clusters Score -191420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -191422.015625 Penalty: 2453.109375
	Iteration 39Q: 3 clusters Score -191422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -191422.890625 Penalty: 2453.109375
	Iteration 40F: 3 clusters Score -191422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -191424.156250 Penalty: 2453.109375
	Iteration 41Q: 3 clusters Score -191424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -191426.187500 Penalty: 2453.109375
	Iteration 42Q: 3 clusters Score -191426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -191426.265625 Penalty: 2453.109375
	Iteration 43Q: 3 clusters Score -191426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -191427.421875 Penalty: 2453.109375
	Iteration 44Q: 3 clusters Score -191427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -191427.625000 Penalty: 2453.109375
	Iteration 45Q: 3 clusters Score -191427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -191428.046875 Penalty: 2453.109375
	Iteration 46Q: 3 clusters Score -191428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -191427.953125 Penalty: 2453.109375
	Iteration 47Q: 3 clusters Score -191428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -191428.140625 Penalty: 2453.109375
	Iteration 48Q: 3 clusters Score -191428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -191428.765625 Penalty: 2453.109375
	Iteration 49Q: 3 clusters Score -191428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -191429.000000 Penalty: 2453.109375
	Iteration 50Q: 3 clusters Score -191429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -191429.984375 Penalty: 2453.109375
	Iteration 51Q: 3 clusters Score -191430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -191430.828125 Penalty: 2453.109375
	Iteration 52Q: 3 clusters Score -191430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -191433.156250 Penalty: 2453.109375
	Iteration 53Q: 3 clusters Score -191433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -191434.765625 Penalty: 2453.109375
	Iteration 54Q: 3 clusters Score -191434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -191437.484375 Penalty: 2453.109375
	Iteration 55Q: 3 clusters Score -191437.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -191440.093750 Penalty: 2453.109375
	Iteration 56Q: 3 clusters Score -191440.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -191443.093750 Penalty: 2453.109375
	Iteration 57Q: 3 clusters Score -191443.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -191446.968750 Penalty: 2453.109375
	Iteration 58Q: 3 clusters Score -191447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -191449.734375 Penalty: 2453.109375
	Iteration 59Q: 3 clusters Score -191449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -191452.203125 Penalty: 2453.109375
	Iteration 60F: 3 clusters Score -191452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -191455.203125 Penalty: 2453.109375
	Iteration 61Q: 3 clusters Score -191455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -191457.828125 Penalty: 2453.109375
	Iteration 62Q: 3 clusters Score -191457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -191460.484375 Penalty: 2453.109375
	Iteration 63Q: 3 clusters Score -191460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -191463.718750 Penalty: 2453.109375
	Iteration 64Q: 3 clusters Score -191463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -191466.656250 Penalty: 2453.109375
	Iteration 65Q: 3 clusters Score -191466.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -191471.250000 Penalty: 2453.109375
	Iteration 66Q: 3 clusters Score -191471.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -191476.109375 Penalty: 2453.109375
	Iteration 67Q: 3 clusters Score -191476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -191478.093750 Penalty: 2453.109375
	Iteration 68Q: 3 clusters Score -191478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -191479.406250 Penalty: 2453.109375
	Iteration 69Q: 3 clusters Score -191479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -191480.375000 Penalty: 2453.109375
	Iteration 70Q: 3 clusters Score -191480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -191481.937500 Penalty: 2453.109375
	Iteration 71Q: 3 clusters Score -191481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -191481.937500 Penalty: 2453.109375
	Iteration 72F: 3 clusters Score -191481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -493031.312500 Penalty: 1365.107178
	Iteration 0F: 2 clusters Score -493031.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -489420.875000 Penalty: 2730.214355
	Iteration 0F: 3 clusters Score -489420.9 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -490461.656250 Penalty: 2730.214355
	Iteration 1F: 3 clusters Score -490461.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -490610.562500 Penalty: 2730.214355
	Iteration 2F: 3 clusters Score -490610.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -490727.000000 Penalty: 2730.214355
	Iteration 3Q: 3 clusters Score -490727 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -490838.156250 Penalty: 2730.214355
	Iteration 4Q: 3 clusters Score -490838.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -490946.781250 Penalty: 2730.214355
	Iteration 5Q: 3 clusters Score -490946.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -491044.687500 Penalty: 2730.214355
	Iteration 6Q: 3 clusters Score -491044.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -491127.281250 Penalty: 2730.214355
	Iteration 7Q: 3 clusters Score -491127.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -491215.906250 Penalty: 2730.214355
	Iteration 8Q: 3 clusters Score -491215.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -491328.843750 Penalty: 2730.214355
	Iteration 9Q: 3 clusters Score -491328.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -491445.750000 Penalty: 2730.214355
	Iteration 10Q: 3 clusters Score -491445.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -491540.468750 Penalty: 2730.214355
	Iteration 11Q: 3 clusters Score -491540.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -491619.968750 Penalty: 2730.214355
	Iteration 12Q: 3 clusters Score -491620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -491659.500000 Penalty: 2730.214355
	Iteration 13Q: 3 clusters Score -491659.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -491682.531250 Penalty: 2730.214355
	Iteration 14Q: 3 clusters Score -491682.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -491702.000000 Penalty: 2730.214355
	Iteration 15Q: 3 clusters Score -491702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -491715.906250 Penalty: 2730.214355
	Iteration 16Q: 3 clusters Score -491715.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -491729.906250 Penalty: 2730.214355
	Iteration 17Q: 3 clusters Score -491729.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -491743.781250 Penalty: 2730.214355
	Iteration 18Q: 3 clusters Score -491743.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -491750.437500 Penalty: 2730.214355
	Iteration 19Q: 3 clusters Score -491750.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -491755.687500 Penalty: 2730.214355
	Iteration 20F: 3 clusters Score -491755.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -491758.718750 Penalty: 2730.214355
	Iteration 21Q: 3 clusters Score -491758.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -491761.843750 Penalty: 2730.214355
	Iteration 22Q: 3 clusters Score -491761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -491764.750000 Penalty: 2730.214355
	Iteration 23Q: 3 clusters Score -491764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -491766.437500 Penalty: 2730.214355
	Iteration 24Q: 3 clusters Score -491766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -491767.718750 Penalty: 2730.214355
	Iteration 25Q: 3 clusters Score -491767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -491768.062500 Penalty: 2730.214355
	Iteration 26Q: 3 clusters Score -491768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -491768.843750 Penalty: 2730.214355
	Iteration 27Q: 3 clusters Score -491768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -491768.906250 Penalty: 2730.214355
	Iteration 28Q: 3 clusters Score -491768.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -491768.906250 Penalty: 2730.214355
	Iteration 29F: 3 clusters Score -491768.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Entering Unmasked Estep 
Score: -1553118.500000 Penalty: 1548.558960
	Iteration 0F: 2 clusters Score -1553118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1543469.875000 Penalty: 3097.117920
	Iteration 0F: 3 clusters Score -1543470 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1546790.250000 Penalty: 3097.117920
	Iteration 1F: 3 clusters Score -1546790 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1547084.250000 Penalty: 3097.117920
	Iteration 2F: 3 clusters Score -1547084 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1547341.750000 Penalty: 3097.117920
	Iteration 3Q: 3 clusters Score -1547342 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1547641.375000 Penalty: 3097.117920
	Iteration 4Q: 3 clusters Score -1547641 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1548048.750000 Penalty: 3097.117920
	Iteration 5F: 3 clusters Score -1548049 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1548613.875000 Penalty: 3097.117920
	Iteration 6F: 3 clusters Score -1548614 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1549277.375000 Penalty: 3097.117920
	Iteration 7F: 3 clusters Score -1549277 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1549965.250000 Penalty: 3097.117920
	Iteration 8F: 3 clusters Score -1549965 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1550585.125000 Penalty: 3097.117920
	Iteration 9F: 3 clusters Score -1550585 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1551048.625000 Penalty: 3097.117920
	Iteration 10Q: 3 clusters Score -1551049 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1551319.500000 Penalty: 3097.117920
	Iteration 11Q: 3 clusters Score -1551320 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1551504.625000 Penalty: 3097.117920
	Iteration 12Q: 3 clusters Score -1551505 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1551603.250000 Penalty: 3097.117920
	Iteration 13Q: 3 clusters Score -1551603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1551662.125000 Penalty: 3097.117920
	Iteration 14Q: 3 clusters Score -1551662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1551695.625000 Penalty: 3097.117920
	Iteration 15Q: 3 clusters Score -1551696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1551718.500000 Penalty: 3097.117920
	Iteration 16Q: 3 clusters Score -1551718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1551736.875000 Penalty: 3097.117920
	Iteration 17Q: 3 clusters Score -1551737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1551752.750000 Penalty: 3097.117920
	Iteration 18Q: 3 clusters Score -1551753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1551762.375000 Penalty: 3097.117920
	Iteration 19Q: 3 clusters Score -1551762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1551767.500000 Penalty: 3097.117920
	Iteration 20F: 3 clusters Score -1551768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1551772.000000 Penalty: 3097.117920
	Iteration 21Q: 3 clusters Score -1551772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1551775.625000 Penalty: 3097.117920
	Iteration 22Q: 3 clusters Score -1551776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1551776.625000 Penalty: 3097.117920
	Iteration 23Q: 3 clusters Score -1551777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1551776.625000 Penalty: 3097.117920
	Iteration 24F: 3 clusters Score -1551777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Entering Unmasked Estep 
Score: -1256037.000000 Penalty: 1520.490112
	Iteration 0F: 2 clusters Score -1256037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1247820.750000 Penalty: 3040.980225
	Iteration 0F: 3 clusters Score -1247821 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1250512.375000 Penalty: 3040.980225
	Iteration 1F: 3 clusters Score -1250512 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1250753.875000 Penalty: 3040.980225
	Iteration 2F: 3 clusters Score -1250754 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1250948.125000 Penalty: 3040.980225
	Iteration 3Q: 3 clusters Score -1250948 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1251101.000000 Penalty: 3040.980225
	Iteration 4Q: 3 clusters Score -1251101 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1251256.500000 Penalty: 3040.980225
	Iteration 5Q: 3 clusters Score -1251256 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1251425.000000 Penalty: 3040.980225
	Iteration 6Q: 3 clusters Score -1251425 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1251605.500000 Penalty: 3040.980225
	Iteration 7Q: 3 clusters Score -1251606 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1251846.875000 Penalty: 3040.980225
	Iteration 8Q: 3 clusters Score -1251847 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1252146.000000 Penalty: 3040.980225
	Iteration 9Q: 3 clusters Score -1252146 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1252455.500000 Penalty: 3040.980225
	Iteration 10Q: 3 clusters Score -1252456 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1252771.500000 Penalty: 3040.980225
	Iteration 11Q: 3 clusters Score -1252772 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1253061.500000 Penalty: 3040.980225
	Iteration 12Q: 3 clusters Score -1253062 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1253295.500000 Penalty: 3040.980225
	Iteration 13Q: 3 clusters Score -1253296 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1253477.000000 Penalty: 3040.980225
	Iteration 14Q: 3 clusters Score -1253477 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1253638.000000 Penalty: 3040.980225
	Iteration 15Q: 3 clusters Score -1253638 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1253799.500000 Penalty: 3040.980225
	Iteration 16Q: 3 clusters Score -1253800 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1253964.625000 Penalty: 3040.980225
	Iteration 17Q: 3 clusters Score -1253965 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1254121.125000 Penalty: 3040.980225
	Iteration 18Q: 3 clusters Score -1254121 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1254253.375000 Penalty: 3040.980225
	Iteration 19Q: 3 clusters Score -1254253 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1254365.000000 Penalty: 3040.980225
	Iteration 20F: 3 clusters Score -1254365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1254454.375000 Penalty: 3040.980225
	Iteration 21Q: 3 clusters Score -1254454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1254515.750000 Penalty: 3040.980225
	Iteration 22Q: 3 clusters Score -1254516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1254571.500000 Penalty: 3040.980225
	Iteration 23Q: 3 clusters Score -1254572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1254599.500000 Penalty: 3040.980225
	Iteration 24Q: 3 clusters Score -1254600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1254623.750000 Penalty: 3040.980225
	Iteration 25Q: 3 clusters Score -1254624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1254633.750000 Penalty: 3040.980225
	Iteration 26Q: 3 clusters Score -1254634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1254651.125000 Penalty: 3040.980225
	Iteration 27Q: 3 clusters Score -1254651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1254664.250000 Penalty: 3040.980225
	Iteration 28Q: 3 clusters Score -1254664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1254672.625000 Penalty: 3040.980225
	Iteration 29Q: 3 clusters Score -1254673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1254685.625000 Penalty: 3040.980225
	Iteration 30Q: 3 clusters Score -1254686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1254694.500000 Penalty: 3040.980225
	Iteration 31Q: 3 clusters Score -1254694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1254700.000000 Penalty: 3040.980225
	Iteration 32Q: 3 clusters Score -1254700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1254709.875000 Penalty: 3040.980225
	Iteration 33Q: 3 clusters Score -1254710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1254714.500000 Penalty: 3040.980225
	Iteration 34Q: 3 clusters Score -1254714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1254716.625000 Penalty: 3040.980225
	Iteration 35Q: 3 clusters Score -1254717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1254719.000000 Penalty: 3040.980225
	Iteration 36Q: 3 clusters Score -1254719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1254721.125000 Penalty: 3040.980225
	Iteration 37Q: 3 clusters Score -1254721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1254721.125000 Penalty: 3040.980225
	Iteration 38Q: 3 clusters Score -1254721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1254721.500000 Penalty: 3040.980225
	Iteration 39Q: 3 clusters Score -1254722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1254721.625000 Penalty: 3040.980225
	Iteration 40F: 3 clusters Score -1254722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1254721.375000 Penalty: 3040.980225
	Iteration 41Q: 3 clusters Score -1254721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1254720.250000 Penalty: 3040.980225
	Iteration 42Q: 3 clusters Score -1254720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1254720.250000 Penalty: 3040.980225
	Iteration 43F: 3 clusters Score -1254720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Entering Unmasked Estep 
Score: -880446.812500 Penalty: 1472.794067
	Iteration 0F: 2 clusters Score -880446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -874134.562500 Penalty: 2945.588135
	Iteration 0F: 3 clusters Score -874134.6 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -876300.562500 Penalty: 2945.588135
	Iteration 1F: 3 clusters Score -876300.6 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -876862.812500 Penalty: 2945.588135
	Iteration 2F: 3 clusters Score -876862.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -877414.687500 Penalty: 2945.588135
	Iteration 3F: 3 clusters Score -877414.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -877954.437500 Penalty: 2945.588135
	Iteration 4F: 3 clusters Score -877954.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -878495.500000 Penalty: 2945.588135
	Iteration 5F: 3 clusters Score -878495.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -879003.500000 Penalty: 2945.588135
	Iteration 6F: 3 clusters Score -879003.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -879470.125000 Penalty: 2945.588135
	Iteration 7F: 3 clusters Score -879470.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -879773.312500 Penalty: 2945.588135
	Iteration 8Q: 3 clusters Score -879773.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -879934.625000 Penalty: 2945.588135
	Iteration 9Q: 3 clusters Score -879934.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -880005.375000 Penalty: 2945.588135
	Iteration 10Q: 3 clusters Score -880005.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -880047.750000 Penalty: 2945.588135
	Iteration 11Q: 3 clusters Score -880047.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -880082.562500 Penalty: 2945.588135
	Iteration 12Q: 3 clusters Score -880082.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -880100.625000 Penalty: 2945.588135
	Iteration 13Q: 3 clusters Score -880100.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -880109.500000 Penalty: 2945.588135
	Iteration 14Q: 3 clusters Score -880109.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -880113.187500 Penalty: 2945.588135
	Iteration 15Q: 3 clusters Score -880113.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -880117.687500 Penalty: 2945.588135
	Iteration 16Q: 3 clusters Score -880117.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -880119.875000 Penalty: 2945.588135
	Iteration 17Q: 3 clusters Score -880119.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -880122.500000 Penalty: 2945.588135
	Iteration 18Q: 3 clusters Score -880122.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -880126.687500 Penalty: 2945.588135
	Iteration 19Q: 3 clusters Score -880126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -880127.250000 Penalty: 2945.588135
	Iteration 20F: 3 clusters Score -880127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -880127.375000 Penalty: 2945.588135
	Iteration 21Q: 3 clusters Score -880127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -880129.312500 Penalty: 2945.588135
	Iteration 22Q: 3 clusters Score -880129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -880129.312500 Penalty: 2945.588135
	Iteration 23F: 3 clusters Score -880129.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -412601.125000 Penalty: 1335.902954
	Iteration 0F: 2 clusters Score -412601.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -409446.500000 Penalty: 2671.805908
	Iteration 0F: 3 clusters Score -409446.5 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -410249.343750 Penalty: 2671.805908
	Iteration 1F: 3 clusters Score -410249.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -410386.906250 Penalty: 2671.805908
	Iteration 2F: 3 clusters Score -410386.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -410498.843750 Penalty: 2671.805908
	Iteration 3Q: 3 clusters Score -410498.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -410603.312500 Penalty: 2671.805908
	Iteration 4Q: 3 clusters Score -410603.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -410671.593750 Penalty: 2671.805908
	Iteration 5Q: 3 clusters Score -410671.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -410730.187500 Penalty: 2671.805908
	Iteration 6Q: 3 clusters Score -410730.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -410783.937500 Penalty: 2671.805908
	Iteration 7Q: 3 clusters Score -410783.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -410829.062500 Penalty: 2671.805908
	Iteration 8Q: 3 clusters Score -410829.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -410862.406250 Penalty: 2671.805908
	Iteration 9Q: 3 clusters Score -410862.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -410889.312500 Penalty: 2671.805908
	Iteration 10Q: 3 clusters Score -410889.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -410913.093750 Penalty: 2671.805908
	Iteration 11Q: 3 clusters Score -410913.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -410935.187500 Penalty: 2671.805908
	Iteration 12Q: 3 clusters Score -410935.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -410957.875000 Penalty: 2671.805908
	Iteration 13Q: 3 clusters Score -410957.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -410977.843750 Penalty: 2671.805908
	Iteration 14Q: 3 clusters Score -410977.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -410993.781250 Penalty: 2671.805908
	Iteration 15Q: 3 clusters Score -410993.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -411005.687500 Penalty: 2671.805908
	Iteration 16Q: 3 clusters Score -411005.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -411017.625000 Penalty: 2671.805908
	Iteration 17Q: 3 clusters Score -411017.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -411029.875000 Penalty: 2671.805908
	Iteration 18Q: 3 clusters Score -411029.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -411042.500000 Penalty: 2671.805908
	Iteration 19Q: 3 clusters Score -411042.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -411055.781250 Penalty: 2671.805908
	Iteration 20F: 3 clusters Score -411055.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -411066.000000 Penalty: 2671.805908
	Iteration 21Q: 3 clusters Score -411066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -411075.187500 Penalty: 2671.805908
	Iteration 22Q: 3 clusters Score -411075.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -411079.843750 Penalty: 2671.805908
	Iteration 23Q: 3 clusters Score -411079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -411082.656250 Penalty: 2671.805908
	Iteration 24Q: 3 clusters Score -411082.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -411084.531250 Penalty: 2671.805908
	Iteration 25Q: 3 clusters Score -411084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -411085.343750 Penalty: 2671.805908
	Iteration 26Q: 3 clusters Score -411085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -411086.281250 Penalty: 2671.805908
	Iteration 27Q: 3 clusters Score -411086.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -411087.406250 Penalty: 2671.805908
	Iteration 28Q: 3 clusters Score -411087.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -411089.343750 Penalty: 2671.805908
	Iteration 29Q: 3 clusters Score -411089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -411090.281250 Penalty: 2671.805908
	Iteration 30Q: 3 clusters Score -411090.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -411092.468750 Penalty: 2671.805908
	Iteration 31Q: 3 clusters Score -411092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -411093.531250 Penalty: 2671.805908
	Iteration 32Q: 3 clusters Score -411093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -411093.625000 Penalty: 2671.805908
	Iteration 33Q: 3 clusters Score -411093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -411093.593750 Penalty: 2671.805908
	Iteration 34Q: 3 clusters Score -411093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -411094.156250 Penalty: 2671.805908
	Iteration 35Q: 3 clusters Score -411094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -411094.437500 Penalty: 2671.805908
	Iteration 36Q: 3 clusters Score -411094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -411094.437500 Penalty: 2671.805908
	Iteration 37F: 3 clusters Score -411094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -39557.722656 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -39557.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38690.082031 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -38690.08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39144.359375 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -39144.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39417.234375 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -39417.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39599.128906 Penalty: 1986.946777
	Iteration 3F: 3 clusters Score -39599.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39701.625000 Penalty: 1986.946777
	Iteration 4F: 3 clusters Score -39701.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39739.671875 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -39739.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39742.054688 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -39742.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39745.347656 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -39745.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39745.347656 Penalty: 1986.946777
	Iteration 8F: 3 clusters Score -39745.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34720 members 
Mstep: Class 3 contains 18031 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 165 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 11578 members 
Mstep: Class 12 contains 8633 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 175488 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43065 members 
Mstep: Class 20 contains 25869 members 
Mstep: Class 21 contains 6293 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
Score: -41699852.000000 Penalty: 45986.972656
Splitting cluster 14 changes total score from -41700716.000000 to -41699852.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (175488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Entering Unmasked Estep 
Score: -19244882.000000 Penalty: 1962.240479
	Iteration 0F: 2 clusters Score -1.924488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -19143758.000000 Penalty: 3924.480957
	Iteration 0F: 3 clusters Score -1.914376e+07 nChanged 84943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -19194050.000000 Penalty: 3924.480957
	Iteration 1F: 3 clusters Score -1.919405e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91528 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -19195032.000000 Penalty: 3924.480957
	Iteration 2Q: 3 clusters Score -1.919503e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 82509 members 
Entering Unmasked Estep 
Score: -19196590.000000 Penalty: 3924.480957
	Iteration 3Q: 3 clusters Score -1.919659e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94816 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -19199024.000000 Penalty: 3924.480957
	Iteration 4Q: 3 clusters Score -1.919902e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -19202632.000000 Penalty: 3924.480957
	Iteration 5F: 3 clusters Score -1.920263e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 77517 members 
Entering Unmasked Estep 
Score: -19208328.000000 Penalty: 3924.480957
	Iteration 6F: 3 clusters Score -1.920833e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97793 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -19215630.000000 Penalty: 3924.480957
	Iteration 7F: 3 clusters Score -1.921563e+07 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -19222864.000000 Penalty: 3924.480957
	Iteration 8F: 3 clusters Score -1.922286e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -19227034.000000 Penalty: 3924.480957
	Iteration 9F: 3 clusters Score -1.922703e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -19228710.000000 Penalty: 3924.480957
	Iteration 10Q: 3 clusters Score -1.922871e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -19229182.000000 Penalty: 3924.480957
	Iteration 11Q: 3 clusters Score -1.922918e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -19229006.000000 Penalty: 3924.480957
	Iteration 12Q: 3 clusters Score -1.922901e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -19228478.000000 Penalty: 3924.480957
	Iteration 13Q: 3 clusters Score -1.922848e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -19227194.000000 Penalty: 3924.480957
	Iteration 14Q: 3 clusters Score -1.922719e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -19225780.000000 Penalty: 3924.480957
	Iteration 15F: 3 clusters Score -1.922578e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 120122 members 
Entering Unmasked Estep 
Score: -19225000.000000 Penalty: 3924.480957
	Iteration 16F: 3 clusters Score -1.9225e+07 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 132817 members 
Entering Unmasked Estep 
Score: -19226484.000000 Penalty: 3924.480957
	Iteration 17F: 3 clusters Score -1.922648e+07 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 145058 members 
Entering Unmasked Estep 
Score: -19229882.000000 Penalty: 3924.480957
	Iteration 18F: 3 clusters Score -1.922988e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 155797 members 
Entering Unmasked Estep 
Score: -19234436.000000 Penalty: 3924.480957
	Iteration 19F: 3 clusters Score -1.923444e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 164276 members 
Entering Unmasked Estep 
Score: -19238348.000000 Penalty: 3924.480957
	Iteration 20F: 3 clusters Score -1.923835e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 169883 members 
Entering Unmasked Estep 
Score: -19240986.000000 Penalty: 3924.480957
	Iteration 21Q: 3 clusters Score -1.924099e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 173104 members 
Entering Unmasked Estep 
Score: -19242292.000000 Penalty: 3924.480957
	Iteration 22Q: 3 clusters Score -1.924229e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 174604 members 
Entering Unmasked Estep 
Score: -19242844.000000 Penalty: 3924.480957
	Iteration 23Q: 3 clusters Score -1.924284e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 175106 members 
Entering Unmasked Estep 
Score: -19243060.000000 Penalty: 3924.480957
	Iteration 24Q: 3 clusters Score -1.924306e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 175239 members 
Entering Unmasked Estep 
Score: -19243122.000000 Penalty: 3924.480957
	Iteration 25Q: 3 clusters Score -1.924312e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175297 members 
Entering Unmasked Estep 
Score: -19243142.000000 Penalty: 3924.480957
	Iteration 26Q: 3 clusters Score -1.924314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 175313 members 
Entering Unmasked Estep 
Score: -19243180.000000 Penalty: 3924.480957
	Iteration 27Q: 3 clusters Score -1.924318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -19243194.000000 Penalty: 3924.480957
	Iteration 28Q: 3 clusters Score -1.924319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175320 members 
Entering Unmasked Estep 
Score: -19243196.000000 Penalty: 3924.480957
	Iteration 29Q: 3 clusters Score -1.92432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175323 members 
Entering Unmasked Estep 
Score: -19243206.000000 Penalty: 3924.480957
	Iteration 30Q: 3 clusters Score -1.924321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175323 members 
Entering Unmasked Estep 
Score: -19243196.000000 Penalty: 3924.480957
	Iteration 31Q: 3 clusters Score -1.92432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175325 members 
Entering Unmasked Estep 
Score: -19243206.000000 Penalty: 3924.480957
	Iteration 32Q: 3 clusters Score -1.924321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175327 members 
Entering Unmasked Estep 
Score: -19243208.000000 Penalty: 3924.480957
	Iteration 33Q: 3 clusters Score -1.924321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 175328 members 
Entering Unmasked Estep 
Score: -19243218.000000 Penalty: 3924.480957
	Iteration 34Q: 3 clusters Score -1.924322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 175328 members 
Entering Unmasked Estep 
Score: -19243218.000000 Penalty: 3924.480957
	Iteration 35F: 3 clusters Score -1.924322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Entering Unmasked Estep 
Score: -1448169.875000 Penalty: 1536.807739
	Iteration 0F: 2 clusters Score -1448170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1439233.375000 Penalty: 3073.615479
	Iteration 0F: 3 clusters Score -1439233 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1442177.625000 Penalty: 3073.615479
	Iteration 1F: 3 clusters Score -1442178 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1442540.250000 Penalty: 3073.615479
	Iteration 2F: 3 clusters Score -1442540 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1443024.000000 Penalty: 3073.615479
	Iteration 3F: 3 clusters Score -1443024 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1443609.750000 Penalty: 3073.615479
	Iteration 4F: 3 clusters Score -1443610 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1444253.500000 Penalty: 3073.615479
	Iteration 5F: 3 clusters Score -1444254 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1445021.625000 Penalty: 3073.615479
	Iteration 6F: 3 clusters Score -1445022 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1445687.375000 Penalty: 3073.615479
	Iteration 7F: 3 clusters Score -1445687 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1446205.000000 Penalty: 3073.615479
	Iteration 8Q: 3 clusters Score -1446205 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1446609.500000 Penalty: 3073.615479
	Iteration 9Q: 3 clusters Score -1446610 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1446921.875000 Penalty: 3073.615479
	Iteration 10Q: 3 clusters Score -1446922 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1447158.875000 Penalty: 3073.615479
	Iteration 11Q: 3 clusters Score -1447159 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1447261.750000 Penalty: 3073.615479
	Iteration 12Q: 3 clusters Score -1447262 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1447326.625000 Penalty: 3073.615479
	Iteration 13Q: 3 clusters Score -1447327 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1447361.000000 Penalty: 3073.615479
	Iteration 14Q: 3 clusters Score -1447361 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1447388.500000 Penalty: 3073.615479
	Iteration 15Q: 3 clusters Score -1447388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1447410.125000 Penalty: 3073.615479
	Iteration 16Q: 3 clusters Score -1447410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1447422.875000 Penalty: 3073.615479
	Iteration 17Q: 3 clusters Score -1447423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1447434.125000 Penalty: 3073.615479
	Iteration 18Q: 3 clusters Score -1447434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1447450.375000 Penalty: 3073.615479
	Iteration 19Q: 3 clusters Score -1447450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1447465.000000 Penalty: 3073.615479
	Iteration 20F: 3 clusters Score -1447465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1447474.500000 Penalty: 3073.615479
	Iteration 21Q: 3 clusters Score -1447474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1447480.250000 Penalty: 3073.615479
	Iteration 22Q: 3 clusters Score -1447480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1447482.750000 Penalty: 3073.615479
	Iteration 23Q: 3 clusters Score -1447483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1447485.375000 Penalty: 3073.615479
	Iteration 24Q: 3 clusters Score -1447485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1447485.750000 Penalty: 3073.615479
	Iteration 25Q: 3 clusters Score -1447486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1447487.500000 Penalty: 3073.615479
	Iteration 26Q: 3 clusters Score -1447488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1447488.375000 Penalty: 3073.615479
	Iteration 27Q: 3 clusters Score -1447488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1447488.125000 Penalty: 3073.615479
	Iteration 28Q: 3 clusters Score -1447488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1447487.250000 Penalty: 3073.615479
	Iteration 29Q: 3 clusters Score -1447487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1447489.500000 Penalty: 3073.615479
	Iteration 30Q: 3 clusters Score -1447490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1447487.250000 Penalty: 3073.615479
	Iteration 31Q: 3 clusters Score -1447487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1447492.625000 Penalty: 3073.615479
	Iteration 32Q: 3 clusters Score -1447493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1447496.375000 Penalty: 3073.615479
	Iteration 33Q: 3 clusters Score -1447496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1447499.125000 Penalty: 3073.615479
	Iteration 34Q: 3 clusters Score -1447499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1447498.750000 Penalty: 3073.615479
	Iteration 35Q: 3 clusters Score -1447499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1447498.125000 Penalty: 3073.615479
	Iteration 36Q: 3 clusters Score -1447498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1447499.125000 Penalty: 3073.615479
	Iteration 37Q: 3 clusters Score -1447499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1447501.500000 Penalty: 3073.615479
	Iteration 38Q: 3 clusters Score -1447502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1447499.500000 Penalty: 3073.615479
	Iteration 39Q: 3 clusters Score -1447500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1447499.500000 Penalty: 3073.615479
	Iteration 40F: 3 clusters Score -1447500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -409205.187500 Penalty: 1335.026489
	Iteration 0F: 2 clusters Score -409205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -406044.500000 Penalty: 2670.052979
	Iteration 0F: 3 clusters Score -406044.5 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -406833.000000 Penalty: 2670.052979
	Iteration 1F: 3 clusters Score -406833 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -406993.781250 Penalty: 2670.052979
	Iteration 2F: 3 clusters Score -406993.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -407117.593750 Penalty: 2670.052979
	Iteration 3F: 3 clusters Score -407117.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -407214.968750 Penalty: 2670.052979
	Iteration 4Q: 3 clusters Score -407215 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -407316.468750 Penalty: 2670.052979
	Iteration 5Q: 3 clusters Score -407316.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -407421.093750 Penalty: 2670.052979
	Iteration 6Q: 3 clusters Score -407421.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -407527.250000 Penalty: 2670.052979
	Iteration 7Q: 3 clusters Score -407527.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -407618.687500 Penalty: 2670.052979
	Iteration 8Q: 3 clusters Score -407618.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -407714.718750 Penalty: 2670.052979
	Iteration 9Q: 3 clusters Score -407714.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -407800.187500 Penalty: 2670.052979
	Iteration 10Q: 3 clusters Score -407800.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -407882.281250 Penalty: 2670.052979
	Iteration 11Q: 3 clusters Score -407882.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -407960.937500 Penalty: 2670.052979
	Iteration 12Q: 3 clusters Score -407960.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -408020.468750 Penalty: 2670.052979
	Iteration 13Q: 3 clusters Score -408020.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -408064.437500 Penalty: 2670.052979
	Iteration 14Q: 3 clusters Score -408064.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -408095.968750 Penalty: 2670.052979
	Iteration 15Q: 3 clusters Score -408096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -408116.968750 Penalty: 2670.052979
	Iteration 16Q: 3 clusters Score -408117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -408135.312500 Penalty: 2670.052979
	Iteration 17Q: 3 clusters Score -408135.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -408151.406250 Penalty: 2670.052979
	Iteration 18Q: 3 clusters Score -408151.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -408166.125000 Penalty: 2670.052979
	Iteration 19Q: 3 clusters Score -408166.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -408183.093750 Penalty: 2670.052979
	Iteration 20F: 3 clusters Score -408183.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -408192.906250 Penalty: 2670.052979
	Iteration 21Q: 3 clusters Score -408192.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -408196.937500 Penalty: 2670.052979
	Iteration 22Q: 3 clusters Score -408196.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -408202.250000 Penalty: 2670.052979
	Iteration 23Q: 3 clusters Score -408202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -408204.843750 Penalty: 2670.052979
	Iteration 24Q: 3 clusters Score -408204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -408208.031250 Penalty: 2670.052979
	Iteration 25Q: 3 clusters Score -408208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -408210.593750 Penalty: 2670.052979
	Iteration 26Q: 3 clusters Score -408210.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -408215.468750 Penalty: 2670.052979
	Iteration 27Q: 3 clusters Score -408215.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -408220.375000 Penalty: 2670.052979
	Iteration 28Q: 3 clusters Score -408220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -408220.468750 Penalty: 2670.052979
	Iteration 29Q: 3 clusters Score -408220.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -408220.468750 Penalty: 2670.052979
	Iteration 30F: 3 clusters Score -408220.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -380275.031250 Penalty: 1322.279297
	Iteration 0F: 2 clusters Score -380275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -377259.000000 Penalty: 2644.558594
	Iteration 0F: 3 clusters Score -377259 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -378040.000000 Penalty: 2644.558594
	Iteration 1F: 3 clusters Score -378040 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -378214.718750 Penalty: 2644.558594
	Iteration 2F: 3 clusters Score -378214.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -378318.937500 Penalty: 2644.558594
	Iteration 3F: 3 clusters Score -378318.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -378381.937500 Penalty: 2644.558594
	Iteration 4Q: 3 clusters Score -378381.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -378437.093750 Penalty: 2644.558594
	Iteration 5Q: 3 clusters Score -378437.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -378496.031250 Penalty: 2644.558594
	Iteration 6Q: 3 clusters Score -378496 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -378556.781250 Penalty: 2644.558594
	Iteration 7Q: 3 clusters Score -378556.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -378607.031250 Penalty: 2644.558594
	Iteration 8Q: 3 clusters Score -378607 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -378642.281250 Penalty: 2644.558594
	Iteration 9Q: 3 clusters Score -378642.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -378677.875000 Penalty: 2644.558594
	Iteration 10Q: 3 clusters Score -378677.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -378718.343750 Penalty: 2644.558594
	Iteration 11Q: 3 clusters Score -378718.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -378786.718750 Penalty: 2644.558594
	Iteration 12Q: 3 clusters Score -378786.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -378871.406250 Penalty: 2644.558594
	Iteration 13Q: 3 clusters Score -378871.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -378937.562500 Penalty: 2644.558594
	Iteration 14Q: 3 clusters Score -378937.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -379002.781250 Penalty: 2644.558594
	Iteration 15Q: 3 clusters Score -379002.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -379070.343750 Penalty: 2644.558594
	Iteration 16Q: 3 clusters Score -379070.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -379143.968750 Penalty: 2644.558594
	Iteration 17Q: 3 clusters Score -379144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -379233.468750 Penalty: 2644.558594
	Iteration 18Q: 3 clusters Score -379233.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -379299.156250 Penalty: 2644.558594
	Iteration 19Q: 3 clusters Score -379299.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -379348.312500 Penalty: 2644.558594
	Iteration 20F: 3 clusters Score -379348.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -379387.312500 Penalty: 2644.558594
	Iteration 21Q: 3 clusters Score -379387.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -379414.187500 Penalty: 2644.558594
	Iteration 22Q: 3 clusters Score -379414.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -379431.750000 Penalty: 2644.558594
	Iteration 23Q: 3 clusters Score -379431.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -379441.656250 Penalty: 2644.558594
	Iteration 24Q: 3 clusters Score -379441.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -379449.437500 Penalty: 2644.558594
	Iteration 25Q: 3 clusters Score -379449.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -379453.718750 Penalty: 2644.558594
	Iteration 26Q: 3 clusters Score -379453.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -379457.406250 Penalty: 2644.558594
	Iteration 27Q: 3 clusters Score -379457.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -379458.687500 Penalty: 2644.558594
	Iteration 28Q: 3 clusters Score -379458.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -379459.937500 Penalty: 2644.558594
	Iteration 29Q: 3 clusters Score -379459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -379462.812500 Penalty: 2644.558594
	Iteration 30Q: 3 clusters Score -379462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -379462.812500 Penalty: 2644.558594
	Iteration 31Q: 3 clusters Score -379462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -379462.750000 Penalty: 2644.558594
	Iteration 32Q: 3 clusters Score -379462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -379463.656250 Penalty: 2644.558594
	Iteration 33Q: 3 clusters Score -379463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -379463.500000 Penalty: 2644.558594
	Iteration 34Q: 3 clusters Score -379463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -379464.250000 Penalty: 2644.558594
	Iteration 35Q: 3 clusters Score -379464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -379464.937500 Penalty: 2644.558594
	Iteration 36Q: 3 clusters Score -379464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -379464.937500 Penalty: 2644.558594
	Iteration 37F: 3 clusters Score -379464.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Entering Unmasked Estep 
Score: -4824507.500000 Penalty: 1733.950684
	Iteration 0F: 2 clusters Score -4824508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4795854.000000 Penalty: 3467.901367
	Iteration 0F: 3 clusters Score -4795854 nChanged 19951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4806988.500000 Penalty: 3467.901367
	Iteration 1F: 3 clusters Score -4806988 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4807565.000000 Penalty: 3467.901367
	Iteration 2Q: 3 clusters Score -4807565 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4808080.000000 Penalty: 3467.901367
	Iteration 3Q: 3 clusters Score -4808080 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -4808707.000000 Penalty: 3467.901367
	Iteration 4Q: 3 clusters Score -4808707 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4809479.000000 Penalty: 3467.901367
	Iteration 5Q: 3 clusters Score -4809479 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -4810460.000000 Penalty: 3467.901367
	Iteration 6Q: 3 clusters Score -4810460 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4811774.500000 Penalty: 3467.901367
	Iteration 7F: 3 clusters Score -4811774 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -4813469.000000 Penalty: 3467.901367
	Iteration 8F: 3 clusters Score -4813469 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4815330.500000 Penalty: 3467.901367
	Iteration 9F: 3 clusters Score -4815330 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4816617.500000 Penalty: 3467.901367
	Iteration 10F: 3 clusters Score -4816618 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -4817274.500000 Penalty: 3467.901367
	Iteration 11Q: 3 clusters Score -4817274 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -4817576.000000 Penalty: 3467.901367
	Iteration 12Q: 3 clusters Score -4817576 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -4817795.500000 Penalty: 3467.901367
	Iteration 13Q: 3 clusters Score -4817796 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -4818001.000000 Penalty: 3467.901367
	Iteration 14Q: 3 clusters Score -4818001 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4818214.000000 Penalty: 3467.901367
	Iteration 15Q: 3 clusters Score -4818214 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4818488.500000 Penalty: 3467.901367
	Iteration 16Q: 3 clusters Score -4818488 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4818763.500000 Penalty: 3467.901367
	Iteration 17Q: 3 clusters Score -4818764 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4819066.500000 Penalty: 3467.901367
	Iteration 18Q: 3 clusters Score -4819066 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -4819350.500000 Penalty: 3467.901367
	Iteration 19Q: 3 clusters Score -4819350 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4819654.500000 Penalty: 3467.901367
	Iteration 20F: 3 clusters Score -4819654 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4819952.000000 Penalty: 3467.901367
	Iteration 21Q: 3 clusters Score -4819952 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4820242.000000 Penalty: 3467.901367
	Iteration 22Q: 3 clusters Score -4820242 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4820480.500000 Penalty: 3467.901367
	Iteration 23Q: 3 clusters Score -4820480 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -4820680.500000 Penalty: 3467.901367
	Iteration 24Q: 3 clusters Score -4820680 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4820804.500000 Penalty: 3467.901367
	Iteration 25Q: 3 clusters Score -4820804 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4820907.500000 Penalty: 3467.901367
	Iteration 26Q: 3 clusters Score -4820908 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -4821021.000000 Penalty: 3467.901367
	Iteration 27Q: 3 clusters Score -4821021 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4821116.500000 Penalty: 3467.901367
	Iteration 28Q: 3 clusters Score -4821116 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -4821238.500000 Penalty: 3467.901367
	Iteration 29Q: 3 clusters Score -4821238 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -4821313.000000 Penalty: 3467.901367
	Iteration 30Q: 3 clusters Score -4821313 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4821382.000000 Penalty: 3467.901367
	Iteration 31Q: 3 clusters Score -4821382 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4821432.000000 Penalty: 3467.901367
	Iteration 32Q: 3 clusters Score -4821432 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -4821507.500000 Penalty: 3467.901367
	Iteration 33Q: 3 clusters Score -4821508 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -4821549.000000 Penalty: 3467.901367
	Iteration 34Q: 3 clusters Score -4821549 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -4821633.000000 Penalty: 3467.901367
	Iteration 35Q: 3 clusters Score -4821633 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4821713.500000 Penalty: 3467.901367
	Iteration 36Q: 3 clusters Score -4821714 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4821767.000000 Penalty: 3467.901367
	Iteration 37Q: 3 clusters Score -4821767 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4821828.000000 Penalty: 3467.901367
	Iteration 38Q: 3 clusters Score -4821828 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4821880.000000 Penalty: 3467.901367
	Iteration 39Q: 3 clusters Score -4821880 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4821970.500000 Penalty: 3467.901367
	Iteration 40F: 3 clusters Score -4821970 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -4822051.500000 Penalty: 3467.901367
	Iteration 41Q: 3 clusters Score -4822052 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -4822156.000000 Penalty: 3467.901367
	Iteration 42Q: 3 clusters Score -4822156 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -4822250.500000 Penalty: 3467.901367
	Iteration 43Q: 3 clusters Score -4822250 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -4822351.500000 Penalty: 3467.901367
	Iteration 44Q: 3 clusters Score -4822352 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -4822435.000000 Penalty: 3467.901367
	Iteration 45Q: 3 clusters Score -4822435 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4822481.000000 Penalty: 3467.901367
	Iteration 46Q: 3 clusters Score -4822481 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4822564.500000 Penalty: 3467.901367
	Iteration 47Q: 3 clusters Score -4822564 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -4822606.000000 Penalty: 3467.901367
	Iteration 48Q: 3 clusters Score -4822606 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -4822622.500000 Penalty: 3467.901367
	Iteration 49Q: 3 clusters Score -4822622 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4822638.000000 Penalty: 3467.901367
	Iteration 50Q: 3 clusters Score -4822638 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4822692.500000 Penalty: 3467.901367
	Iteration 51Q: 3 clusters Score -4822692 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -4822726.000000 Penalty: 3467.901367
	Iteration 52Q: 3 clusters Score -4822726 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4822738.000000 Penalty: 3467.901367
	Iteration 53Q: 3 clusters Score -4822738 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -4822758.500000 Penalty: 3467.901367
	Iteration 54Q: 3 clusters Score -4822758 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -4822757.500000 Penalty: 3467.901367
	Iteration 55Q: 3 clusters Score -4822758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4822785.000000 Penalty: 3467.901367
	Iteration 56Q: 3 clusters Score -4822785 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -4822796.000000 Penalty: 3467.901367
	Iteration 57Q: 3 clusters Score -4822796 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -4822803.000000 Penalty: 3467.901367
	Iteration 58Q: 3 clusters Score -4822803 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -4822834.500000 Penalty: 3467.901367
	Iteration 59Q: 3 clusters Score -4822834 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -4822846.000000 Penalty: 3467.901367
	Iteration 60F: 3 clusters Score -4822846 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4822855.500000 Penalty: 3467.901367
	Iteration 61Q: 3 clusters Score -4822856 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -4822875.500000 Penalty: 3467.901367
	Iteration 62Q: 3 clusters Score -4822876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -4822891.500000 Penalty: 3467.901367
	Iteration 63Q: 3 clusters Score -4822892 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -4822898.000000 Penalty: 3467.901367
	Iteration 64Q: 3 clusters Score -4822898 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4822930.500000 Penalty: 3467.901367
	Iteration 65Q: 3 clusters Score -4822930 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -4822935.500000 Penalty: 3467.901367
	Iteration 66Q: 3 clusters Score -4822936 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4822950.500000 Penalty: 3467.901367
	Iteration 67Q: 3 clusters Score -4822950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4822934.000000 Penalty: 3467.901367
	Iteration 68Q: 3 clusters Score -4822934 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -4822942.000000 Penalty: 3467.901367
	Iteration 69Q: 3 clusters Score -4822942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -4822946.500000 Penalty: 3467.901367
	Iteration 70Q: 3 clusters Score -4822946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4822937.500000 Penalty: 3467.901367
	Iteration 71Q: 3 clusters Score -4822938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -4822938.000000 Penalty: 3467.901367
	Iteration 72Q: 3 clusters Score -4822938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -4822939.000000 Penalty: 3467.901367
	Iteration 73Q: 3 clusters Score -4822939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -4822965.500000 Penalty: 3467.901367
	Iteration 74Q: 3 clusters Score -4822966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -4822954.500000 Penalty: 3467.901367
	Iteration 75Q: 3 clusters Score -4822954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -4822962.000000 Penalty: 3467.901367
	Iteration 76Q: 3 clusters Score -4822962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4822954.000000 Penalty: 3467.901367
	Iteration 77Q: 3 clusters Score -4822954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -4822951.500000 Penalty: 3467.901367
	Iteration 78Q: 3 clusters Score -4822952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -4822949.000000 Penalty: 3467.901367
	Iteration 79Q: 3 clusters Score -4822949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4822955.500000 Penalty: 3467.901367
	Iteration 80F: 3 clusters Score -4822956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -4822954.000000 Penalty: 3467.901367
	Iteration 81Q: 3 clusters Score -4822954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -4822951.500000 Penalty: 3467.901367
	Iteration 82Q: 3 clusters Score -4822952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -4822950.500000 Penalty: 3467.901367
	Iteration 83Q: 3 clusters Score -4822950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4822948.500000 Penalty: 3467.901367
	Iteration 84Q: 3 clusters Score -4822948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -4822945.500000 Penalty: 3467.901367
	Iteration 85Q: 3 clusters Score -4822946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4822950.500000 Penalty: 3467.901367
	Iteration 86Q: 3 clusters Score -4822950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -4822948.500000 Penalty: 3467.901367
	Iteration 87Q: 3 clusters Score -4822948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -4822948.500000 Penalty: 3467.901367
	Iteration 88F: 3 clusters Score -4822948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Entering Unmasked Estep 
Score: -2801903.750000 Penalty: 1651.130127
	Iteration 0F: 2 clusters Score -2801904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2784418.500000 Penalty: 3302.260254
	Iteration 0F: 3 clusters Score -2784418 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2790881.250000 Penalty: 3302.260254
	Iteration 1F: 3 clusters Score -2790881 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2791323.250000 Penalty: 3302.260254
	Iteration 2Q: 3 clusters Score -2791323 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2791903.750000 Penalty: 3302.260254
	Iteration 3Q: 3 clusters Score -2791904 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2792756.250000 Penalty: 3302.260254
	Iteration 4F: 3 clusters Score -2792756 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2794034.000000 Penalty: 3302.260254
	Iteration 5F: 3 clusters Score -2794034 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2795839.000000 Penalty: 3302.260254
	Iteration 6F: 3 clusters Score -2795839 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2797690.000000 Penalty: 3302.260254
	Iteration 7F: 3 clusters Score -2797690 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2799108.000000 Penalty: 3302.260254
	Iteration 8F: 3 clusters Score -2799108 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2799873.000000 Penalty: 3302.260254
	Iteration 9Q: 3 clusters Score -2799873 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2800206.250000 Penalty: 3302.260254
	Iteration 10Q: 3 clusters Score -2800206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2800332.500000 Penalty: 3302.260254
	Iteration 11Q: 3 clusters Score -2800332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2800385.500000 Penalty: 3302.260254
	Iteration 12Q: 3 clusters Score -2800386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2800437.500000 Penalty: 3302.260254
	Iteration 13Q: 3 clusters Score -2800438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2800477.250000 Penalty: 3302.260254
	Iteration 14Q: 3 clusters Score -2800477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2800501.750000 Penalty: 3302.260254
	Iteration 15Q: 3 clusters Score -2800502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2800511.750000 Penalty: 3302.260254
	Iteration 16Q: 3 clusters Score -2800512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2800521.250000 Penalty: 3302.260254
	Iteration 17Q: 3 clusters Score -2800521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2800521.250000 Penalty: 3302.260254
	Iteration 18F: 3 clusters Score -2800521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Entering Unmasked Estep 
Score: -671081.750000 Penalty: 1421.418945
	Iteration 0F: 2 clusters Score -671081.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -666345.250000 Penalty: 2842.837891
	Iteration 0F: 3 clusters Score -666345.2 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -667791.937500 Penalty: 2842.837891
	Iteration 1F: 3 clusters Score -667791.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -668047.000000 Penalty: 2842.837891
	Iteration 2F: 3 clusters Score -668047 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -668247.875000 Penalty: 2842.837891
	Iteration 3F: 3 clusters Score -668247.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -668424.687500 Penalty: 2842.837891
	Iteration 4Q: 3 clusters Score -668424.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -668638.500000 Penalty: 2842.837891
	Iteration 5Q: 3 clusters Score -668638.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -668897.812500 Penalty: 2842.837891
	Iteration 6Q: 3 clusters Score -668897.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -669210.062500 Penalty: 2842.837891
	Iteration 7F: 3 clusters Score -669210.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -669473.500000 Penalty: 2842.837891
	Iteration 8F: 3 clusters Score -669473.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -669685.562500 Penalty: 2842.837891
	Iteration 9Q: 3 clusters Score -669685.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -669905.937500 Penalty: 2842.837891
	Iteration 10Q: 3 clusters Score -669905.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -670097.625000 Penalty: 2842.837891
	Iteration 11Q: 3 clusters Score -670097.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -670255.812500 Penalty: 2842.837891
	Iteration 12Q: 3 clusters Score -670255.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -670368.250000 Penalty: 2842.837891
	Iteration 13Q: 3 clusters Score -670368.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -670458.250000 Penalty: 2842.837891
	Iteration 14Q: 3 clusters Score -670458.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -670538.187500 Penalty: 2842.837891
	Iteration 15Q: 3 clusters Score -670538.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -670607.187500 Penalty: 2842.837891
	Iteration 16Q: 3 clusters Score -670607.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -670678.562500 Penalty: 2842.837891
	Iteration 17Q: 3 clusters Score -670678.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -670743.625000 Penalty: 2842.837891
	Iteration 18Q: 3 clusters Score -670743.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -670791.562500 Penalty: 2842.837891
	Iteration 19Q: 3 clusters Score -670791.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -670834.812500 Penalty: 2842.837891
	Iteration 20F: 3 clusters Score -670834.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -670853.187500 Penalty: 2842.837891
	Iteration 21Q: 3 clusters Score -670853.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -670856.937500 Penalty: 2842.837891
	Iteration 22Q: 3 clusters Score -670856.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -670863.500000 Penalty: 2842.837891
	Iteration 23Q: 3 clusters Score -670863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -670866.125000 Penalty: 2842.837891
	Iteration 24Q: 3 clusters Score -670866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -670866.812500 Penalty: 2842.837891
	Iteration 25Q: 3 clusters Score -670866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -670869.625000 Penalty: 2842.837891
	Iteration 26Q: 3 clusters Score -670869.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -670874.812500 Penalty: 2842.837891
	Iteration 27Q: 3 clusters Score -670874.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -670878.437500 Penalty: 2842.837891
	Iteration 28Q: 3 clusters Score -670878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -670881.125000 Penalty: 2842.837891
	Iteration 29Q: 3 clusters Score -670881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -670883.437500 Penalty: 2842.837891
	Iteration 30Q: 3 clusters Score -670883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -670885.875000 Penalty: 2842.837891
	Iteration 31Q: 3 clusters Score -670885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -670886.875000 Penalty: 2842.837891
	Iteration 32Q: 3 clusters Score -670886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -670887.937500 Penalty: 2842.837891
	Iteration 33Q: 3 clusters Score -670887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -670887.562500 Penalty: 2842.837891
	Iteration 34Q: 3 clusters Score -670887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -670887.562500 Penalty: 2842.837891
	Iteration 35F: 3 clusters Score -670887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -59725.632812 Penalty: 1030.880615
	Iteration 0F: 2 clusters Score -59725.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58620.007812 Penalty: 2061.761230
	Iteration 0F: 3 clusters Score -58620.01 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58866.195312 Penalty: 2061.761230
	Iteration 1F: 3 clusters Score -58866.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58935.738281 Penalty: 2061.761230
	Iteration 2F: 3 clusters Score -58935.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -58967.746094 Penalty: 2061.761230
	Iteration 3Q: 3 clusters Score -58967.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59006.656250 Penalty: 2061.761230
	Iteration 4Q: 3 clusters Score -59006.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59047.101562 Penalty: 2061.761230
	Iteration 5Q: 3 clusters Score -59047.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59079.960938 Penalty: 2061.761230
	Iteration 6Q: 3 clusters Score -59079.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59113.390625 Penalty: 2061.761230
	Iteration 7Q: 3 clusters Score -59113.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59169.992188 Penalty: 2061.761230
	Iteration 8Q: 3 clusters Score -59169.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -59258.289062 Penalty: 2061.761230
	Iteration 9Q: 3 clusters Score -59258.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59290.468750 Penalty: 2061.761230
	Iteration 10Q: 3 clusters Score -59290.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -59303.644531 Penalty: 2061.761230
	Iteration 11Q: 3 clusters Score -59303.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59329.914062 Penalty: 2061.761230
	Iteration 12Q: 3 clusters Score -59329.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -59346.503906 Penalty: 2061.761230
	Iteration 13Q: 3 clusters Score -59346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -59348.878906 Penalty: 2061.761230
	Iteration 14Q: 3 clusters Score -59348.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -59348.878906 Penalty: 2061.761230
	Iteration 15F: 3 clusters Score -59348.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34720 members 
Mstep: Class 3 contains 18031 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 11578 members 
Mstep: Class 12 contains 8633 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 175488 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43065 members 
Mstep: Class 20 contains 25869 members 
Mstep: Class 21 contains 6293 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700760.000000 Penalty: 43896.656250
Iteration 239Q: 22 clusters Score -4.170076e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 18030 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 11580 members 
Mstep: Class 12 contains 8625 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175491 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43072 members 
Mstep: Class 20 contains 25897 members 
Mstep: Class 21 contains 6291 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700824.000000 Penalty: 43896.656250
Iteration 240F: 22 clusters Score -4.170082e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34714 members 
Mstep: Class 3 contains 18029 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13760 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 8605 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175499 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43077 members 
Mstep: Class 20 contains 25929 members 
Mstep: Class 21 contains 6291 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700836.000000 Penalty: 43896.656250
Iteration 241Q: 22 clusters Score -4.170084e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34709 members 
Mstep: Class 3 contains 18029 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13760 members 
Mstep: Class 11 contains 11588 members 
Mstep: Class 12 contains 8591 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175519 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43081 members 
Mstep: Class 20 contains 25942 members 
Mstep: Class 21 contains 6291 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700784.000000 Penalty: 43896.656250
Iteration 242Q: 22 clusters Score -4.170078e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34705 members 
Mstep: Class 3 contains 18029 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13759 members 
Mstep: Class 11 contains 11594 members 
Mstep: Class 12 contains 8581 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175527 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43085 members 
Mstep: Class 20 contains 25951 members 
Mstep: Class 21 contains 6291 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700764.000000 Penalty: 43896.656250
Iteration 243Q: 22 clusters Score -4.170076e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34701 members 
Mstep: Class 3 contains 18028 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13756 members 
Mstep: Class 11 contains 11599 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175536 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43089 members 
Mstep: Class 20 contains 25961 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700720.000000 Penalty: 43896.656250
Iteration 244Q: 22 clusters Score -4.170072e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34699 members 
Mstep: Class 3 contains 18025 members 
Mstep: Class 4 contains 3188 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13752 members 
Mstep: Class 11 contains 11606 members 
Mstep: Class 12 contains 8574 members 
Mstep: Class 13 contains 3720 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175544 members 
Mstep: Class 16 contains 12803 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43092 members 
Mstep: Class 20 contains 25962 members 
Mstep: Class 21 contains 6291 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700724.000000 Penalty: 43896.656250
Iteration 245Q: 22 clusters Score -4.170072e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34696 members 
Mstep: Class 3 contains 18023 members 
Mstep: Class 4 contains 3186 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13750 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 8563 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175552 members 
Mstep: Class 16 contains 12807 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43092 members 
Mstep: Class 20 contains 25959 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700792.000000 Penalty: 43896.656250
Iteration 246Q: 22 clusters Score -4.170079e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34694 members 
Mstep: Class 3 contains 18022 members 
Mstep: Class 4 contains 3178 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13749 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 8553 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175558 members 
Mstep: Class 16 contains 12812 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43092 members 
Mstep: Class 20 contains 25964 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700764.000000 Penalty: 43896.656250
Iteration 247Q: 22 clusters Score -4.170076e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34694 members 
Mstep: Class 3 contains 18021 members 
Mstep: Class 4 contains 3169 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13746 members 
Mstep: Class 11 contains 11631 members 
Mstep: Class 12 contains 8541 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 175568 members 
Mstep: Class 16 contains 12812 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43095 members 
Mstep: Class 20 contains 25971 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700744.000000 Penalty: 43896.656250
Iteration 248Q: 22 clusters Score -4.170074e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34692 members 
Mstep: Class 3 contains 18020 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13745 members 
Mstep: Class 11 contains 11635 members 
Mstep: Class 12 contains 8533 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 175576 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43097 members 
Mstep: Class 20 contains 25984 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700752.000000 Penalty: 43896.656250
Iteration 249Q: 22 clusters Score -4.170075e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34690 members 
Mstep: Class 3 contains 18017 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13745 members 
Mstep: Class 11 contains 11634 members 
Mstep: Class 12 contains 8522 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 175593 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43098 members 
Mstep: Class 20 contains 26002 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700660.000000 Penalty: 43896.656250
Iteration 250Q: 22 clusters Score -4.170066e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34689 members 
Mstep: Class 3 contains 18015 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13745 members 
Mstep: Class 11 contains 11635 members 
Mstep: Class 12 contains 8506 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 175618 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43099 members 
Mstep: Class 20 contains 26001 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700652.000000 Penalty: 43896.656250
Iteration 251Q: 22 clusters Score -4.170065e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34687 members 
Mstep: Class 3 contains 18014 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13744 members 
Mstep: Class 11 contains 11639 members 
Mstep: Class 12 contains 8495 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 175628 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 43102 members 
Mstep: Class 20 contains 26009 members 
Mstep: Class 21 contains 6287 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700656.000000 Penalty: 43896.656250
Iteration 252Q: 22 clusters Score -4.170066e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34687 members 
Mstep: Class 3 contains 18010 members 
Mstep: Class 4 contains 3129 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13743 members 
Mstep: Class 11 contains 11641 members 
Mstep: Class 12 contains 8486 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 175635 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43104 members 
Mstep: Class 20 contains 26020 members 
Mstep: Class 21 contains 6287 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700592.000000 Penalty: 43896.656250
Iteration 253Q: 22 clusters Score -4.170059e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34689 members 
Mstep: Class 3 contains 18008 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13742 members 
Mstep: Class 11 contains 11645 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 175635 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43105 members 
Mstep: Class 20 contains 26036 members 
Mstep: Class 21 contains 6286 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700632.000000 Penalty: 43896.656250
Iteration 254Q: 22 clusters Score -4.170063e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34689 members 
Mstep: Class 3 contains 18007 members 
Mstep: Class 4 contains 3110 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13742 members 
Mstep: Class 11 contains 11654 members 
Mstep: Class 12 contains 8477 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175632 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 26052 members 
Mstep: Class 21 contains 6284 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700648.000000 Penalty: 43896.656250
Iteration 255Q: 22 clusters Score -4.170065e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34688 members 
Mstep: Class 3 contains 18006 members 
Mstep: Class 4 contains 3100 members 
Mstep: Class 5 contains 8570 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13742 members 
Mstep: Class 11 contains 11663 members 
Mstep: Class 12 contains 8466 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 175629 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43117 members 
Mstep: Class 20 contains 26070 members 
Mstep: Class 21 contains 6283 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700628.000000 Penalty: 43896.656250
Iteration 256Q: 22 clusters Score -4.170063e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34688 members 
Mstep: Class 3 contains 18005 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 13742 members 
Mstep: Class 11 contains 11675 members 
Mstep: Class 12 contains 8458 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 175625 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43124 members 
Mstep: Class 20 contains 26091 members 
Mstep: Class 21 contains 6279 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700604.000000 Penalty: 43896.656250
Iteration 257Q: 22 clusters Score -4.17006e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 34687 members 
Mstep: Class 3 contains 18004 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 9 contains 4451 members 
Mstep: Class 10 contains 13740 members 
Mstep: Class 11 contains 11688 members 
Mstep: Class 12 contains 8457 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 175626 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43129 members 
Mstep: Class 20 contains 26099 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700588.000000 Penalty: 43896.656250
Iteration 258Q: 22 clusters Score -4.170059e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 34686 members 
Mstep: Class 3 contains 18004 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 13740 members 
Mstep: Class 11 contains 11691 members 
Mstep: Class 12 contains 8458 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 175627 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43134 members 
Mstep: Class 20 contains 26112 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700592.000000 Penalty: 43896.656250
Iteration 259Q: 22 clusters Score -4.170059e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 34686 members 
Mstep: Class 3 contains 18004 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 13739 members 
Mstep: Class 11 contains 11697 members 
Mstep: Class 12 contains 8468 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 175629 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43137 members 
Mstep: Class 20 contains 26117 members 
Mstep: Class 21 contains 6255 members 
Mstep: Class 22 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700632.000000 Penalty: 43896.656250
Iteration 260F: 22 clusters Score -4.170063e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 34684 members 
Mstep: Class 3 contains 18004 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 8572 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 13738 members 
Mstep: Class 11 contains 11704 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3720 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 175622 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43140 members 
Mstep: Class 20 contains 26128 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700560.000000 Penalty: 43896.656250
Iteration 261Q: 22 clusters Score -4.170056e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 34680 members 
Mstep: Class 3 contains 18003 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 8573 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 13737 members 
Mstep: Class 11 contains 11712 members 
Mstep: Class 12 contains 8484 members 
Mstep: Class 13 contains 3720 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 175623 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43144 members 
Mstep: Class 20 contains 26132 members 
Mstep: Class 21 contains 6249 members 
Mstep: Class 22 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700612.000000 Penalty: 43896.656250
Iteration 262Q: 22 clusters Score -4.170061e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 34670 members 
Mstep: Class 3 contains 18003 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 13737 members 
Mstep: Class 11 contains 11721 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 175620 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43150 members 
Mstep: Class 20 contains 26143 members 
Mstep: Class 21 contains 6241 members 
Mstep: Class 22 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700616.000000 Penalty: 43896.656250
Iteration 263Q: 22 clusters Score -4.170062e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 34664 members 
Mstep: Class 3 contains 18004 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 13736 members 
Mstep: Class 11 contains 11727 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 3720 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 175619 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43154 members 
Mstep: Class 20 contains 26153 members 
Mstep: Class 21 contains 6233 members 
Mstep: Class 22 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700600.000000 Penalty: 43896.656250
Iteration 264Q: 22 clusters Score -4.17006e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 34662 members 
Mstep: Class 3 contains 18005 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 13733 members 
Mstep: Class 11 contains 11730 members 
Mstep: Class 12 contains 8498 members 
Mstep: Class 13 contains 3720 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 175618 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43160 members 
Mstep: Class 20 contains 26160 members 
Mstep: Class 21 contains 6224 members 
Mstep: Class 22 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700624.000000 Penalty: 43896.656250
Iteration 265Q: 22 clusters Score -4.170062e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 34655 members 
Mstep: Class 3 contains 18002 members 
Mstep: Class 4 contains 3001 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 11734 members 
Mstep: Class 12 contains 8515 members 
Mstep: Class 13 contains 3720 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 175616 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 3704 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43166 members 
Mstep: Class 20 contains 26165 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700744.000000 Penalty: 43896.656250
Iteration 266Q: 22 clusters Score -4.170074e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 34651 members 
Mstep: Class 3 contains 17999 members 
Mstep: Class 4 contains 2995 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 13726 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 8522 members 
Mstep: Class 13 contains 3720 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 175622 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 3704 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43172 members 
Mstep: Class 20 contains 26169 members 
Mstep: Class 21 contains 6222 members 
Mstep: Class 22 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700692.000000 Penalty: 43896.656250
Iteration 267Q: 22 clusters Score -4.170069e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 34643 members 
Mstep: Class 3 contains 17996 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 13729 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 8524 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 175612 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 3703 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43184 members 
Mstep: Class 20 contains 26183 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700720.000000 Penalty: 43896.656250
Iteration 268Q: 22 clusters Score -4.170072e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 34638 members 
Mstep: Class 3 contains 17997 members 
Mstep: Class 4 contains 2973 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1712 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 11757 members 
Mstep: Class 12 contains 8538 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 15 contains 175600 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43191 members 
Mstep: Class 20 contains 26187 members 
Mstep: Class 21 contains 6227 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700692.000000 Penalty: 43896.656250
Iteration 269Q: 22 clusters Score -4.170069e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 34631 members 
Mstep: Class 3 contains 17997 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 13726 members 
Mstep: Class 11 contains 11770 members 
Mstep: Class 12 contains 8543 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175590 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 3703 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43200 members 
Mstep: Class 20 contains 26202 members 
Mstep: Class 21 contains 6227 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700720.000000 Penalty: 43896.656250
Iteration 270Q: 22 clusters Score -4.170072e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 34622 members 
Mstep: Class 3 contains 17998 members 
Mstep: Class 4 contains 2940 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 9 contains 4462 members 
Mstep: Class 10 contains 13723 members 
Mstep: Class 11 contains 11781 members 
Mstep: Class 12 contains 8543 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175578 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 3703 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43212 members 
Mstep: Class 20 contains 26209 members 
Mstep: Class 21 contains 6231 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700692.000000 Penalty: 43896.656250
Iteration 271Q: 22 clusters Score -4.170069e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 34617 members 
Mstep: Class 3 contains 17999 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 13721 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 8545 members 
Mstep: Class 13 contains 3720 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175572 members 
Mstep: Class 16 contains 12814 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43224 members 
Mstep: Class 20 contains 26207 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700708.000000 Penalty: 43896.656250
Iteration 272Q: 22 clusters Score -4.170071e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 34612 members 
Mstep: Class 3 contains 17993 members 
Mstep: Class 4 contains 2924 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 13724 members 
Mstep: Class 11 contains 11791 members 
Mstep: Class 12 contains 8545 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175563 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43244 members 
Mstep: Class 20 contains 26208 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700732.000000 Penalty: 43896.656250
Iteration 273Q: 22 clusters Score -4.170073e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 34602 members 
Mstep: Class 3 contains 17992 members 
Mstep: Class 4 contains 2918 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 13725 members 
Mstep: Class 11 contains 11796 members 
Mstep: Class 12 contains 8543 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175561 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43260 members 
Mstep: Class 20 contains 26209 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700772.000000 Penalty: 43896.656250
Iteration 274Q: 22 clusters Score -4.170077e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 34593 members 
Mstep: Class 3 contains 17991 members 
Mstep: Class 4 contains 2916 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13724 members 
Mstep: Class 11 contains 11807 members 
Mstep: Class 12 contains 8538 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175555 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43278 members 
Mstep: Class 20 contains 26207 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700788.000000 Penalty: 43896.656250
Iteration 275Q: 22 clusters Score -4.170079e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 34588 members 
Mstep: Class 3 contains 17991 members 
Mstep: Class 4 contains 2915 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13726 members 
Mstep: Class 11 contains 11818 members 
Mstep: Class 12 contains 8534 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175544 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3692 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43295 members 
Mstep: Class 20 contains 26199 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700800.000000 Penalty: 43896.656250
Iteration 276Q: 22 clusters Score -4.17008e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 34576 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13726 members 
Mstep: Class 11 contains 11820 members 
Mstep: Class 12 contains 8530 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175548 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43308 members 
Mstep: Class 20 contains 26199 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700824.000000 Penalty: 43896.656250
Iteration 277Q: 22 clusters Score -4.170082e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34569 members 
Mstep: Class 3 contains 17989 members 
Mstep: Class 4 contains 2910 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13727 members 
Mstep: Class 11 contains 11821 members 
Mstep: Class 12 contains 8529 members 
Mstep: Class 13 contains 3721 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175547 members 
Mstep: Class 16 contains 12818 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43319 members 
Mstep: Class 20 contains 26195 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700784.000000 Penalty: 43896.656250
Iteration 278Q: 22 clusters Score -4.170078e+07 nChanged 43
Entering ConstructFrom: 
Score: -41700784.000000 Penalty: 43896.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -532641.062500 Penalty: 1375.845459
	Iteration 0F: 2 clusters Score -532641.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -528810.312500 Penalty: 2751.690918
	Iteration 0F: 3 clusters Score -528810.3 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -529817.125000 Penalty: 2751.690918
	Iteration 1F: 3 clusters Score -529817.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -529980.375000 Penalty: 2751.690918
	Iteration 2F: 3 clusters Score -529980.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -530091.437500 Penalty: 2751.690918
	Iteration 3Q: 3 clusters Score -530091.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -530197.625000 Penalty: 2751.690918
	Iteration 4Q: 3 clusters Score -530197.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -530304.375000 Penalty: 2751.690918
	Iteration 5Q: 3 clusters Score -530304.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -530413.937500 Penalty: 2751.690918
	Iteration 6Q: 3 clusters Score -530413.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -530511.750000 Penalty: 2751.690918
	Iteration 7Q: 3 clusters Score -530511.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -530604.125000 Penalty: 2751.690918
	Iteration 8Q: 3 clusters Score -530604.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -530699.937500 Penalty: 2751.690918
	Iteration 9Q: 3 clusters Score -530699.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -530791.750000 Penalty: 2751.690918
	Iteration 10Q: 3 clusters Score -530791.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -530870.937500 Penalty: 2751.690918
	Iteration 11Q: 3 clusters Score -530870.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -530954.750000 Penalty: 2751.690918
	Iteration 12Q: 3 clusters Score -530954.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -531038.687500 Penalty: 2751.690918
	Iteration 13Q: 3 clusters Score -531038.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -531118.750000 Penalty: 2751.690918
	Iteration 14Q: 3 clusters Score -531118.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -531171.187500 Penalty: 2751.690918
	Iteration 15Q: 3 clusters Score -531171.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -531209.937500 Penalty: 2751.690918
	Iteration 16Q: 3 clusters Score -531209.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -531239.875000 Penalty: 2751.690918
	Iteration 17Q: 3 clusters Score -531239.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -531272.125000 Penalty: 2751.690918
	Iteration 18Q: 3 clusters Score -531272.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -531307.687500 Penalty: 2751.690918
	Iteration 19Q: 3 clusters Score -531307.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -531328.312500 Penalty: 2751.690918
	Iteration 20F: 3 clusters Score -531328.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -531344.187500 Penalty: 2751.690918
	Iteration 21Q: 3 clusters Score -531344.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -531353.937500 Penalty: 2751.690918
	Iteration 22Q: 3 clusters Score -531353.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -531361.875000 Penalty: 2751.690918
	Iteration 23Q: 3 clusters Score -531361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -531367.437500 Penalty: 2751.690918
	Iteration 24Q: 3 clusters Score -531367.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -531371.062500 Penalty: 2751.690918
	Iteration 25Q: 3 clusters Score -531371.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -531377.625000 Penalty: 2751.690918
	Iteration 26Q: 3 clusters Score -531377.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -531379.687500 Penalty: 2751.690918
	Iteration 27Q: 3 clusters Score -531379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -531382.625000 Penalty: 2751.690918
	Iteration 28Q: 3 clusters Score -531382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -531386.437500 Penalty: 2751.690918
	Iteration 29Q: 3 clusters Score -531386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -531389.000000 Penalty: 2751.690918
	Iteration 30Q: 3 clusters Score -531389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -531390.187500 Penalty: 2751.690918
	Iteration 31Q: 3 clusters Score -531390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -531391.187500 Penalty: 2751.690918
	Iteration 32Q: 3 clusters Score -531391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -531392.875000 Penalty: 2751.690918
	Iteration 33Q: 3 clusters Score -531392.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -531397.312500 Penalty: 2751.690918
	Iteration 34Q: 3 clusters Score -531397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -531404.437500 Penalty: 2751.690918
	Iteration 35Q: 3 clusters Score -531404.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -531416.812500 Penalty: 2751.690918
	Iteration 36Q: 3 clusters Score -531416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -531427.000000 Penalty: 2751.690918
	Iteration 37Q: 3 clusters Score -531427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -531432.750000 Penalty: 2751.690918
	Iteration 38Q: 3 clusters Score -531432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -531437.562500 Penalty: 2751.690918
	Iteration 39Q: 3 clusters Score -531437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -531442.000000 Penalty: 2751.690918
	Iteration 40F: 3 clusters Score -531442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -531445.687500 Penalty: 2751.690918
	Iteration 41Q: 3 clusters Score -531445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -531447.625000 Penalty: 2751.690918
	Iteration 42Q: 3 clusters Score -531447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -531447.625000 Penalty: 2751.690918
	Iteration 43F: 3 clusters Score -531447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Entering Unmasked Estep 
Score: -3874538.000000 Penalty: 1698.212524
	Iteration 0F: 2 clusters Score -3874538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3851341.500000 Penalty: 3396.425049
	Iteration 0F: 3 clusters Score -3851342 nChanged 15995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3860442.750000 Penalty: 3396.425049
	Iteration 1F: 3 clusters Score -3860443 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3860984.750000 Penalty: 3396.425049
	Iteration 2Q: 3 clusters Score -3860985 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3861668.000000 Penalty: 3396.425049
	Iteration 3Q: 3 clusters Score -3861668 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3862491.250000 Penalty: 3396.425049
	Iteration 4Q: 3 clusters Score -3862491 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3863542.250000 Penalty: 3396.425049
	Iteration 5F: 3 clusters Score -3863542 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3864815.750000 Penalty: 3396.425049
	Iteration 6F: 3 clusters Score -3864816 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -3866323.250000 Penalty: 3396.425049
	Iteration 7F: 3 clusters Score -3866323 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3868051.000000 Penalty: 3396.425049
	Iteration 8F: 3 clusters Score -3868051 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3869664.750000 Penalty: 3396.425049
	Iteration 9F: 3 clusters Score -3869665 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3870853.750000 Penalty: 3396.425049
	Iteration 10Q: 3 clusters Score -3870854 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3871531.750000 Penalty: 3396.425049
	Iteration 11Q: 3 clusters Score -3871532 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3871933.000000 Penalty: 3396.425049
	Iteration 12Q: 3 clusters Score -3871933 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3872171.500000 Penalty: 3396.425049
	Iteration 13Q: 3 clusters Score -3872172 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -3872338.250000 Penalty: 3396.425049
	Iteration 14Q: 3 clusters Score -3872338 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -3872411.750000 Penalty: 3396.425049
	Iteration 15Q: 3 clusters Score -3872412 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3872496.500000 Penalty: 3396.425049
	Iteration 16Q: 3 clusters Score -3872496 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -3872527.250000 Penalty: 3396.425049
	Iteration 17Q: 3 clusters Score -3872527 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -3872554.750000 Penalty: 3396.425049
	Iteration 18Q: 3 clusters Score -3872555 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3872591.500000 Penalty: 3396.425049
	Iteration 19Q: 3 clusters Score -3872592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -3872613.500000 Penalty: 3396.425049
	Iteration 20F: 3 clusters Score -3872614 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3872638.750000 Penalty: 3396.425049
	Iteration 21Q: 3 clusters Score -3872639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3872651.500000 Penalty: 3396.425049
	Iteration 22Q: 3 clusters Score -3872652 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3872665.250000 Penalty: 3396.425049
	Iteration 23Q: 3 clusters Score -3872665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3872682.750000 Penalty: 3396.425049
	Iteration 24Q: 3 clusters Score -3872683 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -3872718.750000 Penalty: 3396.425049
	Iteration 25Q: 3 clusters Score -3872719 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3872742.000000 Penalty: 3396.425049
	Iteration 26Q: 3 clusters Score -3872742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3872759.000000 Penalty: 3396.425049
	Iteration 27Q: 3 clusters Score -3872759 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3872772.750000 Penalty: 3396.425049
	Iteration 28Q: 3 clusters Score -3872773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3872792.250000 Penalty: 3396.425049
	Iteration 29Q: 3 clusters Score -3872792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -3872815.750000 Penalty: 3396.425049
	Iteration 30Q: 3 clusters Score -3872816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -3872831.250000 Penalty: 3396.425049
	Iteration 31Q: 3 clusters Score -3872831 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -3872859.000000 Penalty: 3396.425049
	Iteration 32Q: 3 clusters Score -3872859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3872892.000000 Penalty: 3396.425049
	Iteration 33Q: 3 clusters Score -3872892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3872909.000000 Penalty: 3396.425049
	Iteration 34Q: 3 clusters Score -3872909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3872921.000000 Penalty: 3396.425049
	Iteration 35Q: 3 clusters Score -3872921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3872944.750000 Penalty: 3396.425049
	Iteration 36Q: 3 clusters Score -3872945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -3872949.000000 Penalty: 3396.425049
	Iteration 37Q: 3 clusters Score -3872949 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -3872968.750000 Penalty: 3396.425049
	Iteration 38Q: 3 clusters Score -3872969 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -3872980.000000 Penalty: 3396.425049
	Iteration 39Q: 3 clusters Score -3872980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -3872992.500000 Penalty: 3396.425049
	Iteration 40F: 3 clusters Score -3872992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -3873000.500000 Penalty: 3396.425049
	Iteration 41Q: 3 clusters Score -3873000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -3873015.250000 Penalty: 3396.425049
	Iteration 42Q: 3 clusters Score -3873015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -3873020.750000 Penalty: 3396.425049
	Iteration 43Q: 3 clusters Score -3873021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -3873019.500000 Penalty: 3396.425049
	Iteration 44Q: 3 clusters Score -3873020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -3873038.250000 Penalty: 3396.425049
	Iteration 45Q: 3 clusters Score -3873038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -3873046.000000 Penalty: 3396.425049
	Iteration 46Q: 3 clusters Score -3873046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -3873068.250000 Penalty: 3396.425049
	Iteration 47Q: 3 clusters Score -3873068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -3873079.750000 Penalty: 3396.425049
	Iteration 48Q: 3 clusters Score -3873080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -3873090.250000 Penalty: 3396.425049
	Iteration 49Q: 3 clusters Score -3873090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -3873092.500000 Penalty: 3396.425049
	Iteration 50Q: 3 clusters Score -3873092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -3873098.000000 Penalty: 3396.425049
	Iteration 51Q: 3 clusters Score -3873098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -3873097.500000 Penalty: 3396.425049
	Iteration 52Q: 3 clusters Score -3873098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3873105.500000 Penalty: 3396.425049
	Iteration 53Q: 3 clusters Score -3873106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -3873110.250000 Penalty: 3396.425049
	Iteration 54Q: 3 clusters Score -3873110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3873116.750000 Penalty: 3396.425049
	Iteration 55Q: 3 clusters Score -3873117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -3873121.000000 Penalty: 3396.425049
	Iteration 56Q: 3 clusters Score -3873121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3873126.750000 Penalty: 3396.425049
	Iteration 57Q: 3 clusters Score -3873127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -3873124.750000 Penalty: 3396.425049
	Iteration 58Q: 3 clusters Score -3873125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -3873126.000000 Penalty: 3396.425049
	Iteration 59Q: 3 clusters Score -3873126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -3873130.500000 Penalty: 3396.425049
	Iteration 60F: 3 clusters Score -3873130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -3873129.750000 Penalty: 3396.425049
	Iteration 61Q: 3 clusters Score -3873130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -3873128.000000 Penalty: 3396.425049
	Iteration 62Q: 3 clusters Score -3873128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -3873132.000000 Penalty: 3396.425049
	Iteration 63Q: 3 clusters Score -3873132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -3873133.500000 Penalty: 3396.425049
	Iteration 64Q: 3 clusters Score -3873134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -3873138.750000 Penalty: 3396.425049
	Iteration 65Q: 3 clusters Score -3873139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -3873148.250000 Penalty: 3396.425049
	Iteration 66Q: 3 clusters Score -3873148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -3873143.750000 Penalty: 3396.425049
	Iteration 67Q: 3 clusters Score -3873144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -3873146.250000 Penalty: 3396.425049
	Iteration 68Q: 3 clusters Score -3873146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -3873152.500000 Penalty: 3396.425049
	Iteration 69Q: 3 clusters Score -3873152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -3873153.000000 Penalty: 3396.425049
	Iteration 70Q: 3 clusters Score -3873153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -3873158.250000 Penalty: 3396.425049
	Iteration 71Q: 3 clusters Score -3873158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -3873160.500000 Penalty: 3396.425049
	Iteration 72Q: 3 clusters Score -3873160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -3873160.500000 Penalty: 3396.425049
	Iteration 73Q: 3 clusters Score -3873160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -3873163.500000 Penalty: 3396.425049
	Iteration 74Q: 3 clusters Score -3873164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -3873165.000000 Penalty: 3396.425049
	Iteration 75Q: 3 clusters Score -3873165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -3873172.500000 Penalty: 3396.425049
	Iteration 76Q: 3 clusters Score -3873172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -3873167.500000 Penalty: 3396.425049
	Iteration 77Q: 3 clusters Score -3873168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -3873170.250000 Penalty: 3396.425049
	Iteration 78Q: 3 clusters Score -3873170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3873168.000000 Penalty: 3396.425049
	Iteration 79Q: 3 clusters Score -3873168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -3873166.500000 Penalty: 3396.425049
	Iteration 80F: 3 clusters Score -3873166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -3873166.750000 Penalty: 3396.425049
	Iteration 81Q: 3 clusters Score -3873167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -3873167.000000 Penalty: 3396.425049
	Iteration 82Q: 3 clusters Score -3873167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -3873165.500000 Penalty: 3396.425049
	Iteration 83Q: 3 clusters Score -3873166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -3873164.500000 Penalty: 3396.425049
	Iteration 84Q: 3 clusters Score -3873164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -3873167.250000 Penalty: 3396.425049
	Iteration 85Q: 3 clusters Score -3873167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3873170.750000 Penalty: 3396.425049
	Iteration 86Q: 3 clusters Score -3873171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -3873169.500000 Penalty: 3396.425049
	Iteration 87Q: 3 clusters Score -3873170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -3873172.000000 Penalty: 3396.425049
	Iteration 88Q: 3 clusters Score -3873172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -3873172.750000 Penalty: 3396.425049
	Iteration 89Q: 3 clusters Score -3873173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3873170.250000 Penalty: 3396.425049
	Iteration 90Q: 3 clusters Score -3873170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3873173.500000 Penalty: 3396.425049
	Iteration 91Q: 3 clusters Score -3873174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -3873176.000000 Penalty: 3396.425049
	Iteration 92Q: 3 clusters Score -3873176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -3873177.000000 Penalty: 3396.425049
	Iteration 93Q: 3 clusters Score -3873177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -3873176.750000 Penalty: 3396.425049
	Iteration 94Q: 3 clusters Score -3873177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -3873175.000000 Penalty: 3396.425049
	Iteration 95Q: 3 clusters Score -3873175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3873178.250000 Penalty: 3396.425049
	Iteration 96Q: 3 clusters Score -3873178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -3873176.250000 Penalty: 3396.425049
	Iteration 97Q: 3 clusters Score -3873176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -3873176.250000 Penalty: 3396.425049
	Iteration 98F: 3 clusters Score -3873176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Entering Unmasked Estep 
Score: -2037489.500000 Penalty: 1592.105347
	Iteration 0F: 2 clusters Score -2037490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2025208.125000 Penalty: 3184.210693
	Iteration 0F: 3 clusters Score -2025208 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2029489.000000 Penalty: 3184.210693
	Iteration 1F: 3 clusters Score -2029489 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2029793.750000 Penalty: 3184.210693
	Iteration 2Q: 3 clusters Score -2029794 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2030121.625000 Penalty: 3184.210693
	Iteration 3Q: 3 clusters Score -2030122 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2030503.125000 Penalty: 3184.210693
	Iteration 4Q: 3 clusters Score -2030503 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2030916.875000 Penalty: 3184.210693
	Iteration 5Q: 3 clusters Score -2030917 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2031311.875000 Penalty: 3184.210693
	Iteration 6Q: 3 clusters Score -2031312 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2031733.250000 Penalty: 3184.210693
	Iteration 7Q: 3 clusters Score -2031733 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2032185.750000 Penalty: 3184.210693
	Iteration 8Q: 3 clusters Score -2032186 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2032640.875000 Penalty: 3184.210693
	Iteration 9Q: 3 clusters Score -2032641 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2033057.000000 Penalty: 3184.210693
	Iteration 10Q: 3 clusters Score -2033057 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2033384.750000 Penalty: 3184.210693
	Iteration 11Q: 3 clusters Score -2033385 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2033637.375000 Penalty: 3184.210693
	Iteration 12Q: 3 clusters Score -2033637 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2033806.375000 Penalty: 3184.210693
	Iteration 13Q: 3 clusters Score -2033806 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2033904.125000 Penalty: 3184.210693
	Iteration 14Q: 3 clusters Score -2033904 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2033993.250000 Penalty: 3184.210693
	Iteration 15Q: 3 clusters Score -2033993 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2034086.250000 Penalty: 3184.210693
	Iteration 16Q: 3 clusters Score -2034086 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2034173.000000 Penalty: 3184.210693
	Iteration 17Q: 3 clusters Score -2034173 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2034265.625000 Penalty: 3184.210693
	Iteration 18Q: 3 clusters Score -2034266 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2034374.500000 Penalty: 3184.210693
	Iteration 19Q: 3 clusters Score -2034374 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2034480.750000 Penalty: 3184.210693
	Iteration 20F: 3 clusters Score -2034481 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2034592.125000 Penalty: 3184.210693
	Iteration 21Q: 3 clusters Score -2034592 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2034690.500000 Penalty: 3184.210693
	Iteration 22Q: 3 clusters Score -2034690 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2034793.250000 Penalty: 3184.210693
	Iteration 23Q: 3 clusters Score -2034793 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2034881.125000 Penalty: 3184.210693
	Iteration 24Q: 3 clusters Score -2034881 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2034972.750000 Penalty: 3184.210693
	Iteration 25Q: 3 clusters Score -2034973 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2035055.875000 Penalty: 3184.210693
	Iteration 26Q: 3 clusters Score -2035056 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2035129.125000 Penalty: 3184.210693
	Iteration 27Q: 3 clusters Score -2035129 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2035204.625000 Penalty: 3184.210693
	Iteration 28Q: 3 clusters Score -2035205 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2035286.125000 Penalty: 3184.210693
	Iteration 29Q: 3 clusters Score -2035286 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2035381.250000 Penalty: 3184.210693
	Iteration 30Q: 3 clusters Score -2035381 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2035449.750000 Penalty: 3184.210693
	Iteration 31Q: 3 clusters Score -2035450 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2035506.250000 Penalty: 3184.210693
	Iteration 32Q: 3 clusters Score -2035506 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2035553.375000 Penalty: 3184.210693
	Iteration 33Q: 3 clusters Score -2035553 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2035600.500000 Penalty: 3184.210693
	Iteration 34Q: 3 clusters Score -2035600 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2035637.625000 Penalty: 3184.210693
	Iteration 35Q: 3 clusters Score -2035638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2035667.375000 Penalty: 3184.210693
	Iteration 36Q: 3 clusters Score -2035667 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2035697.500000 Penalty: 3184.210693
	Iteration 37Q: 3 clusters Score -2035698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2035717.000000 Penalty: 3184.210693
	Iteration 38Q: 3 clusters Score -2035717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2035743.250000 Penalty: 3184.210693
	Iteration 39Q: 3 clusters Score -2035743 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2035773.500000 Penalty: 3184.210693
	Iteration 40F: 3 clusters Score -2035774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2035802.750000 Penalty: 3184.210693
	Iteration 41Q: 3 clusters Score -2035803 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2035824.500000 Penalty: 3184.210693
	Iteration 42Q: 3 clusters Score -2035824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2035843.625000 Penalty: 3184.210693
	Iteration 43Q: 3 clusters Score -2035844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2035849.375000 Penalty: 3184.210693
	Iteration 44Q: 3 clusters Score -2035849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2035861.125000 Penalty: 3184.210693
	Iteration 45Q: 3 clusters Score -2035861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2035873.375000 Penalty: 3184.210693
	Iteration 46Q: 3 clusters Score -2035873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2035888.375000 Penalty: 3184.210693
	Iteration 47Q: 3 clusters Score -2035888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2035897.000000 Penalty: 3184.210693
	Iteration 48Q: 3 clusters Score -2035897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2035905.000000 Penalty: 3184.210693
	Iteration 49Q: 3 clusters Score -2035905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2035916.625000 Penalty: 3184.210693
	Iteration 50Q: 3 clusters Score -2035917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2035926.375000 Penalty: 3184.210693
	Iteration 51Q: 3 clusters Score -2035926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2035930.250000 Penalty: 3184.210693
	Iteration 52Q: 3 clusters Score -2035930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2035937.000000 Penalty: 3184.210693
	Iteration 53Q: 3 clusters Score -2035937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2035946.500000 Penalty: 3184.210693
	Iteration 54Q: 3 clusters Score -2035946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2035960.500000 Penalty: 3184.210693
	Iteration 55Q: 3 clusters Score -2035960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2035964.625000 Penalty: 3184.210693
	Iteration 56Q: 3 clusters Score -2035965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2035973.250000 Penalty: 3184.210693
	Iteration 57Q: 3 clusters Score -2035973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2035981.750000 Penalty: 3184.210693
	Iteration 58Q: 3 clusters Score -2035982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2035992.875000 Penalty: 3184.210693
	Iteration 59Q: 3 clusters Score -2035993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2036000.750000 Penalty: 3184.210693
	Iteration 60F: 3 clusters Score -2036001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2036006.375000 Penalty: 3184.210693
	Iteration 61Q: 3 clusters Score -2036006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2036015.375000 Penalty: 3184.210693
	Iteration 62Q: 3 clusters Score -2036015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2036026.250000 Penalty: 3184.210693
	Iteration 63Q: 3 clusters Score -2036026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2036031.750000 Penalty: 3184.210693
	Iteration 64Q: 3 clusters Score -2036032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2036032.875000 Penalty: 3184.210693
	Iteration 65Q: 3 clusters Score -2036033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2036042.125000 Penalty: 3184.210693
	Iteration 66Q: 3 clusters Score -2036042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2036046.000000 Penalty: 3184.210693
	Iteration 67Q: 3 clusters Score -2036046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2036060.000000 Penalty: 3184.210693
	Iteration 68Q: 3 clusters Score -2036060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2036065.000000 Penalty: 3184.210693
	Iteration 69Q: 3 clusters Score -2036065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2036067.125000 Penalty: 3184.210693
	Iteration 70Q: 3 clusters Score -2036067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2036070.625000 Penalty: 3184.210693
	Iteration 71Q: 3 clusters Score -2036071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2036069.750000 Penalty: 3184.210693
	Iteration 72Q: 3 clusters Score -2036070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2036070.375000 Penalty: 3184.210693
	Iteration 73Q: 3 clusters Score -2036070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2036073.375000 Penalty: 3184.210693
	Iteration 74Q: 3 clusters Score -2036073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2036074.750000 Penalty: 3184.210693
	Iteration 75Q: 3 clusters Score -2036075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2036072.375000 Penalty: 3184.210693
	Iteration 76Q: 3 clusters Score -2036072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2036074.375000 Penalty: 3184.210693
	Iteration 77Q: 3 clusters Score -2036074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2036074.375000 Penalty: 3184.210693
	Iteration 78F: 3 clusters Score -2036074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -310418.750000 Penalty: 1295.917480
	Iteration 0F: 2 clusters Score -310418.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -307746.187500 Penalty: 2591.834961
	Iteration 0F: 3 clusters Score -307746.2 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -308440.156250 Penalty: 2591.834961
	Iteration 1F: 3 clusters Score -308440.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -308646.062500 Penalty: 2591.834961
	Iteration 2F: 3 clusters Score -308646.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -308796.656250 Penalty: 2591.834961
	Iteration 3F: 3 clusters Score -308796.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -308936.875000 Penalty: 2591.834961
	Iteration 4F: 3 clusters Score -308936.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -309063.812500 Penalty: 2591.834961
	Iteration 5F: 3 clusters Score -309063.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -309167.312500 Penalty: 2591.834961
	Iteration 6Q: 3 clusters Score -309167.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -309251.312500 Penalty: 2591.834961
	Iteration 7Q: 3 clusters Score -309251.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -309315.375000 Penalty: 2591.834961
	Iteration 8Q: 3 clusters Score -309315.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -309371.125000 Penalty: 2591.834961
	Iteration 9Q: 3 clusters Score -309371.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -309414.125000 Penalty: 2591.834961
	Iteration 10Q: 3 clusters Score -309414.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -309445.875000 Penalty: 2591.834961
	Iteration 11Q: 3 clusters Score -309445.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -309475.125000 Penalty: 2591.834961
	Iteration 12Q: 3 clusters Score -309475.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -309490.750000 Penalty: 2591.834961
	Iteration 13Q: 3 clusters Score -309490.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -309503.562500 Penalty: 2591.834961
	Iteration 14Q: 3 clusters Score -309503.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -309515.281250 Penalty: 2591.834961
	Iteration 15Q: 3 clusters Score -309515.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -309523.937500 Penalty: 2591.834961
	Iteration 16Q: 3 clusters Score -309523.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -309531.062500 Penalty: 2591.834961
	Iteration 17Q: 3 clusters Score -309531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -309539.531250 Penalty: 2591.834961
	Iteration 18Q: 3 clusters Score -309539.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -309547.062500 Penalty: 2591.834961
	Iteration 19Q: 3 clusters Score -309547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -309549.625000 Penalty: 2591.834961
	Iteration 20F: 3 clusters Score -309549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -309550.843750 Penalty: 2591.834961
	Iteration 21Q: 3 clusters Score -309550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -309553.406250 Penalty: 2591.834961
	Iteration 22Q: 3 clusters Score -309553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -309555.687500 Penalty: 2591.834961
	Iteration 23Q: 3 clusters Score -309555.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -309557.593750 Penalty: 2591.834961
	Iteration 24Q: 3 clusters Score -309557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -309559.437500 Penalty: 2591.834961
	Iteration 25Q: 3 clusters Score -309559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -309561.468750 Penalty: 2591.834961
	Iteration 26Q: 3 clusters Score -309561.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -309564.625000 Penalty: 2591.834961
	Iteration 27Q: 3 clusters Score -309564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -309567.687500 Penalty: 2591.834961
	Iteration 28Q: 3 clusters Score -309567.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -309570.593750 Penalty: 2591.834961
	Iteration 29Q: 3 clusters Score -309570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -309571.500000 Penalty: 2591.834961
	Iteration 30Q: 3 clusters Score -309571.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -309572.406250 Penalty: 2591.834961
	Iteration 31Q: 3 clusters Score -309572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -309575.250000 Penalty: 2591.834961
	Iteration 32Q: 3 clusters Score -309575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -309577.687500 Penalty: 2591.834961
	Iteration 33Q: 3 clusters Score -309577.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -309577.750000 Penalty: 2591.834961
	Iteration 34Q: 3 clusters Score -309577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -309578.343750 Penalty: 2591.834961
	Iteration 35Q: 3 clusters Score -309578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -309580.406250 Penalty: 2591.834961
	Iteration 36Q: 3 clusters Score -309580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -309583.343750 Penalty: 2591.834961
	Iteration 37Q: 3 clusters Score -309583.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -309584.843750 Penalty: 2591.834961
	Iteration 38Q: 3 clusters Score -309584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -309587.031250 Penalty: 2591.834961
	Iteration 39Q: 3 clusters Score -309587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -309588.843750 Penalty: 2591.834961
	Iteration 40F: 3 clusters Score -309588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -309590.906250 Penalty: 2591.834961
	Iteration 41Q: 3 clusters Score -309590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -309593.343750 Penalty: 2591.834961
	Iteration 42Q: 3 clusters Score -309593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -309593.968750 Penalty: 2591.834961
	Iteration 43Q: 3 clusters Score -309594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -309595.312500 Penalty: 2591.834961
	Iteration 44Q: 3 clusters Score -309595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -309595.437500 Penalty: 2591.834961
	Iteration 45Q: 3 clusters Score -309595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -309595.437500 Penalty: 2591.834961
	Iteration 46F: 3 clusters Score -309595.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Entering Unmasked Estep 
Score: -926937.000000 Penalty: 1471.755371
	Iteration 0F: 2 clusters Score -926937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -920745.625000 Penalty: 2943.510742
	Iteration 0F: 3 clusters Score -920745.6 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -922807.125000 Penalty: 2943.510742
	Iteration 1F: 3 clusters Score -922807.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -923175.187500 Penalty: 2943.510742
	Iteration 2F: 3 clusters Score -923175.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -923556.625000 Penalty: 2943.510742
	Iteration 3F: 3 clusters Score -923556.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -923854.000000 Penalty: 2943.510742
	Iteration 4F: 3 clusters Score -923854 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -924134.750000 Penalty: 2943.510742
	Iteration 5F: 3 clusters Score -924134.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -924397.750000 Penalty: 2943.510742
	Iteration 6F: 3 clusters Score -924397.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -924629.687500 Penalty: 2943.510742
	Iteration 7Q: 3 clusters Score -924629.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -924826.187500 Penalty: 2943.510742
	Iteration 8Q: 3 clusters Score -924826.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -925049.250000 Penalty: 2943.510742
	Iteration 9Q: 3 clusters Score -925049.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -925234.250000 Penalty: 2943.510742
	Iteration 10Q: 3 clusters Score -925234.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -925393.812500 Penalty: 2943.510742
	Iteration 11Q: 3 clusters Score -925393.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -925526.562500 Penalty: 2943.510742
	Iteration 12Q: 3 clusters Score -925526.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -925633.125000 Penalty: 2943.510742
	Iteration 13Q: 3 clusters Score -925633.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -925707.250000 Penalty: 2943.510742
	Iteration 14Q: 3 clusters Score -925707.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -925788.625000 Penalty: 2943.510742
	Iteration 15Q: 3 clusters Score -925788.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -925849.375000 Penalty: 2943.510742
	Iteration 16Q: 3 clusters Score -925849.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -925904.250000 Penalty: 2943.510742
	Iteration 17Q: 3 clusters Score -925904.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -925949.500000 Penalty: 2943.510742
	Iteration 18Q: 3 clusters Score -925949.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -925985.562500 Penalty: 2943.510742
	Iteration 19Q: 3 clusters Score -925985.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -926038.000000 Penalty: 2943.510742
	Iteration 20F: 3 clusters Score -926038 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -926090.062500 Penalty: 2943.510742
	Iteration 21Q: 3 clusters Score -926090.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -926147.125000 Penalty: 2943.510742
	Iteration 22Q: 3 clusters Score -926147.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -926219.625000 Penalty: 2943.510742
	Iteration 23Q: 3 clusters Score -926219.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -926289.125000 Penalty: 2943.510742
	Iteration 24Q: 3 clusters Score -926289.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -926344.437500 Penalty: 2943.510742
	Iteration 25Q: 3 clusters Score -926344.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -926402.312500 Penalty: 2943.510742
	Iteration 26Q: 3 clusters Score -926402.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -926461.625000 Penalty: 2943.510742
	Iteration 27Q: 3 clusters Score -926461.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -926510.687500 Penalty: 2943.510742
	Iteration 28Q: 3 clusters Score -926510.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -926561.625000 Penalty: 2943.510742
	Iteration 29Q: 3 clusters Score -926561.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -926601.312500 Penalty: 2943.510742
	Iteration 30Q: 3 clusters Score -926601.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -926654.687500 Penalty: 2943.510742
	Iteration 31Q: 3 clusters Score -926654.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -926708.000000 Penalty: 2943.510742
	Iteration 32Q: 3 clusters Score -926708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -926749.937500 Penalty: 2943.510742
	Iteration 33Q: 3 clusters Score -926749.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -926784.437500 Penalty: 2943.510742
	Iteration 34Q: 3 clusters Score -926784.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -926806.250000 Penalty: 2943.510742
	Iteration 35Q: 3 clusters Score -926806.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -926817.937500 Penalty: 2943.510742
	Iteration 36Q: 3 clusters Score -926817.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -926824.000000 Penalty: 2943.510742
	Iteration 37Q: 3 clusters Score -926824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -926827.937500 Penalty: 2943.510742
	Iteration 38Q: 3 clusters Score -926827.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -926831.125000 Penalty: 2943.510742
	Iteration 39Q: 3 clusters Score -926831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -926834.500000 Penalty: 2943.510742
	Iteration 40F: 3 clusters Score -926834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -926835.750000 Penalty: 2943.510742
	Iteration 41Q: 3 clusters Score -926835.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -926839.000000 Penalty: 2943.510742
	Iteration 42Q: 3 clusters Score -926839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -926839.875000 Penalty: 2943.510742
	Iteration 43Q: 3 clusters Score -926839.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -926842.875000 Penalty: 2943.510742
	Iteration 44Q: 3 clusters Score -926842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -926842.875000 Penalty: 2943.510742
	Iteration 45F: 3 clusters Score -926842.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -96403.390625 Penalty: 1106.827271
	Iteration 0F: 2 clusters Score -96403.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95010.703125 Penalty: 2213.654541
	Iteration 0F: 3 clusters Score -95010.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95247.476562 Penalty: 2213.654541
	Iteration 1F: 3 clusters Score -95247.48 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95334.023438 Penalty: 2213.654541
	Iteration 2F: 3 clusters Score -95334.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95382.367188 Penalty: 2213.654541
	Iteration 3Q: 3 clusters Score -95382.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -95406.750000 Penalty: 2213.654541
	Iteration 4Q: 3 clusters Score -95406.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95422.359375 Penalty: 2213.654541
	Iteration 5Q: 3 clusters Score -95422.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95429.554688 Penalty: 2213.654541
	Iteration 6Q: 3 clusters Score -95429.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -95432.101562 Penalty: 2213.654541
	Iteration 7Q: 3 clusters Score -95432.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -95435.062500 Penalty: 2213.654541
	Iteration 8Q: 3 clusters Score -95435.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -95436.992188 Penalty: 2213.654541
	Iteration 9Q: 3 clusters Score -95436.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95438.976562 Penalty: 2213.654541
	Iteration 10Q: 3 clusters Score -95438.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -95441.890625 Penalty: 2213.654541
	Iteration 11Q: 3 clusters Score -95441.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95446.140625 Penalty: 2213.654541
	Iteration 12Q: 3 clusters Score -95446.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95449.804688 Penalty: 2213.654541
	Iteration 13Q: 3 clusters Score -95449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95453.898438 Penalty: 2213.654541
	Iteration 14Q: 3 clusters Score -95453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -95456.335938 Penalty: 2213.654541
	Iteration 15Q: 3 clusters Score -95456.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -95457.320312 Penalty: 2213.654541
	Iteration 16Q: 3 clusters Score -95457.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95458.164062 Penalty: 2213.654541
	Iteration 17Q: 3 clusters Score -95458.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95458.164062 Penalty: 2213.654541
	Iteration 18F: 3 clusters Score -95458.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -172562.015625 Penalty: 1207.874756
	Iteration 0F: 2 clusters Score -172562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -170676.515625 Penalty: 2415.749512
	Iteration 0F: 3 clusters Score -170676.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -171091.968750 Penalty: 2415.749512
	Iteration 1F: 3 clusters Score -171092 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171238.031250 Penalty: 2415.749512
	Iteration 2F: 3 clusters Score -171238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -171376.968750 Penalty: 2415.749512
	Iteration 3F: 3 clusters Score -171377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -171514.015625 Penalty: 2415.749512
	Iteration 4F: 3 clusters Score -171514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -171653.312500 Penalty: 2415.749512
	Iteration 5F: 3 clusters Score -171653.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -171763.625000 Penalty: 2415.749512
	Iteration 6F: 3 clusters Score -171763.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -171873.921875 Penalty: 2415.749512
	Iteration 7Q: 3 clusters Score -171873.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -171965.781250 Penalty: 2415.749512
	Iteration 8Q: 3 clusters Score -171965.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172013.796875 Penalty: 2415.749512
	Iteration 9Q: 3 clusters Score -172013.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -172046.515625 Penalty: 2415.749512
	Iteration 10Q: 3 clusters Score -172046.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -172072.453125 Penalty: 2415.749512
	Iteration 11Q: 3 clusters Score -172072.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -172087.718750 Penalty: 2415.749512
	Iteration 12Q: 3 clusters Score -172087.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -172093.375000 Penalty: 2415.749512
	Iteration 13Q: 3 clusters Score -172093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -172099.437500 Penalty: 2415.749512
	Iteration 14Q: 3 clusters Score -172099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -172101.796875 Penalty: 2415.749512
	Iteration 15Q: 3 clusters Score -172101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172104.562500 Penalty: 2415.749512
	Iteration 16Q: 3 clusters Score -172104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -172105.468750 Penalty: 2415.749512
	Iteration 17Q: 3 clusters Score -172105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -172105.453125 Penalty: 2415.749512
	Iteration 18Q: 3 clusters Score -172105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -172105.453125 Penalty: 2415.749512
	Iteration 19F: 3 clusters Score -172105.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -495014.750000 Penalty: 1365.763184
	Iteration 0F: 2 clusters Score -495014.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -491429.375000 Penalty: 2731.526367
	Iteration 0F: 3 clusters Score -491429.4 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -492402.718750 Penalty: 2731.526367
	Iteration 1F: 3 clusters Score -492402.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -492568.437500 Penalty: 2731.526367
	Iteration 2F: 3 clusters Score -492568.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -492690.437500 Penalty: 2731.526367
	Iteration 3F: 3 clusters Score -492690.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -492784.437500 Penalty: 2731.526367
	Iteration 4Q: 3 clusters Score -492784.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -492854.093750 Penalty: 2731.526367
	Iteration 5Q: 3 clusters Score -492854.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -492912.843750 Penalty: 2731.526367
	Iteration 6Q: 3 clusters Score -492912.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -492948.625000 Penalty: 2731.526367
	Iteration 7Q: 3 clusters Score -492948.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -492981.125000 Penalty: 2731.526367
	Iteration 8Q: 3 clusters Score -492981.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -493006.156250 Penalty: 2731.526367
	Iteration 9Q: 3 clusters Score -493006.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -493030.156250 Penalty: 2731.526367
	Iteration 10Q: 3 clusters Score -493030.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -493053.843750 Penalty: 2731.526367
	Iteration 11Q: 3 clusters Score -493053.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -493078.687500 Penalty: 2731.526367
	Iteration 12Q: 3 clusters Score -493078.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -493114.687500 Penalty: 2731.526367
	Iteration 13Q: 3 clusters Score -493114.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -493151.781250 Penalty: 2731.526367
	Iteration 14Q: 3 clusters Score -493151.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -493188.781250 Penalty: 2731.526367
	Iteration 15Q: 3 clusters Score -493188.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -493222.531250 Penalty: 2731.526367
	Iteration 16Q: 3 clusters Score -493222.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -493266.625000 Penalty: 2731.526367
	Iteration 17Q: 3 clusters Score -493266.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -493312.218750 Penalty: 2731.526367
	Iteration 18Q: 3 clusters Score -493312.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -493369.875000 Penalty: 2731.526367
	Iteration 19Q: 3 clusters Score -493369.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -493427.312500 Penalty: 2731.526367
	Iteration 20F: 3 clusters Score -493427.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -493496.250000 Penalty: 2731.526367
	Iteration 21Q: 3 clusters Score -493496.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -493555.875000 Penalty: 2731.526367
	Iteration 22Q: 3 clusters Score -493555.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -493602.718750 Penalty: 2731.526367
	Iteration 23Q: 3 clusters Score -493602.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -493639.906250 Penalty: 2731.526367
	Iteration 24Q: 3 clusters Score -493639.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -493663.437500 Penalty: 2731.526367
	Iteration 25Q: 3 clusters Score -493663.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -493679.781250 Penalty: 2731.526367
	Iteration 26Q: 3 clusters Score -493679.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -493694.437500 Penalty: 2731.526367
	Iteration 27Q: 3 clusters Score -493694.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -493706.406250 Penalty: 2731.526367
	Iteration 28Q: 3 clusters Score -493706.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -493717.093750 Penalty: 2731.526367
	Iteration 29Q: 3 clusters Score -493717.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -493726.625000 Penalty: 2731.526367
	Iteration 30Q: 3 clusters Score -493726.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -493735.281250 Penalty: 2731.526367
	Iteration 31Q: 3 clusters Score -493735.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -493740.906250 Penalty: 2731.526367
	Iteration 32Q: 3 clusters Score -493740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -493745.218750 Penalty: 2731.526367
	Iteration 33Q: 3 clusters Score -493745.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -493746.343750 Penalty: 2731.526367
	Iteration 34Q: 3 clusters Score -493746.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -493749.250000 Penalty: 2731.526367
	Iteration 35Q: 3 clusters Score -493749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -493751.000000 Penalty: 2731.526367
	Iteration 36Q: 3 clusters Score -493751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -493754.062500 Penalty: 2731.526367
	Iteration 37Q: 3 clusters Score -493754.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -493756.875000 Penalty: 2731.526367
	Iteration 38Q: 3 clusters Score -493756.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -493760.656250 Penalty: 2731.526367
	Iteration 39Q: 3 clusters Score -493760.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -493764.562500 Penalty: 2731.526367
	Iteration 40F: 3 clusters Score -493764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -493765.000000 Penalty: 2731.526367
	Iteration 41Q: 3 clusters Score -493765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -493766.281250 Penalty: 2731.526367
	Iteration 42Q: 3 clusters Score -493766.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -493768.437500 Penalty: 2731.526367
	Iteration 43Q: 3 clusters Score -493768.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -493771.250000 Penalty: 2731.526367
	Iteration 44Q: 3 clusters Score -493771.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -493772.093750 Penalty: 2731.526367
	Iteration 45Q: 3 clusters Score -493772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -493773.156250 Penalty: 2731.526367
	Iteration 46Q: 3 clusters Score -493773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -493776.000000 Penalty: 2731.526367
	Iteration 47Q: 3 clusters Score -493776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -493780.062500 Penalty: 2731.526367
	Iteration 48Q: 3 clusters Score -493780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -493782.906250 Penalty: 2731.526367
	Iteration 49Q: 3 clusters Score -493782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -493785.500000 Penalty: 2731.526367
	Iteration 50Q: 3 clusters Score -493785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -493787.125000 Penalty: 2731.526367
	Iteration 51Q: 3 clusters Score -493787.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -493791.281250 Penalty: 2731.526367
	Iteration 52Q: 3 clusters Score -493791.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -493793.687500 Penalty: 2731.526367
	Iteration 53Q: 3 clusters Score -493793.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -493796.093750 Penalty: 2731.526367
	Iteration 54Q: 3 clusters Score -493796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -493796.531250 Penalty: 2731.526367
	Iteration 55Q: 3 clusters Score -493796.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -493800.000000 Penalty: 2731.526367
	Iteration 56Q: 3 clusters Score -493800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -493800.312500 Penalty: 2731.526367
	Iteration 57Q: 3 clusters Score -493800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -493800.531250 Penalty: 2731.526367
	Iteration 58Q: 3 clusters Score -493800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -493800.250000 Penalty: 2731.526367
	Iteration 59Q: 3 clusters Score -493800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -493800.250000 Penalty: 2731.526367
	Iteration 60F: 3 clusters Score -493800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Entering Unmasked Estep 
Score: -1549567.375000 Penalty: 1548.168823
	Iteration 0F: 2 clusters Score -1549567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1540045.750000 Penalty: 3096.337646
	Iteration 0F: 3 clusters Score -1540046 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1543176.750000 Penalty: 3096.337646
	Iteration 1F: 3 clusters Score -1543177 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1543449.125000 Penalty: 3096.337646
	Iteration 2F: 3 clusters Score -1543449 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1543675.250000 Penalty: 3096.337646
	Iteration 3Q: 3 clusters Score -1543675 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1543891.000000 Penalty: 3096.337646
	Iteration 4Q: 3 clusters Score -1543891 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1544141.500000 Penalty: 3096.337646
	Iteration 5Q: 3 clusters Score -1544142 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1544433.375000 Penalty: 3096.337646
	Iteration 6Q: 3 clusters Score -1544433 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1544797.250000 Penalty: 3096.337646
	Iteration 7Q: 3 clusters Score -1544797 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1545229.750000 Penalty: 3096.337646
	Iteration 8F: 3 clusters Score -1545230 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1545757.250000 Penalty: 3096.337646
	Iteration 9F: 3 clusters Score -1545757 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1546235.875000 Penalty: 3096.337646
	Iteration 10Q: 3 clusters Score -1546236 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1546574.375000 Penalty: 3096.337646
	Iteration 11Q: 3 clusters Score -1546574 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1546769.875000 Penalty: 3096.337646
	Iteration 12Q: 3 clusters Score -1546770 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1546867.375000 Penalty: 3096.337646
	Iteration 13Q: 3 clusters Score -1546867 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1546924.000000 Penalty: 3096.337646
	Iteration 14Q: 3 clusters Score -1546924 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1546964.875000 Penalty: 3096.337646
	Iteration 15Q: 3 clusters Score -1546965 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1546990.250000 Penalty: 3096.337646
	Iteration 16Q: 3 clusters Score -1546990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1547013.375000 Penalty: 3096.337646
	Iteration 17Q: 3 clusters Score -1547013 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1547040.875000 Penalty: 3096.337646
	Iteration 18Q: 3 clusters Score -1547041 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1547058.625000 Penalty: 3096.337646
	Iteration 19Q: 3 clusters Score -1547059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1547078.750000 Penalty: 3096.337646
	Iteration 20F: 3 clusters Score -1547079 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1547099.000000 Penalty: 3096.337646
	Iteration 21Q: 3 clusters Score -1547099 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1547127.250000 Penalty: 3096.337646
	Iteration 22Q: 3 clusters Score -1547127 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1547155.375000 Penalty: 3096.337646
	Iteration 23Q: 3 clusters Score -1547155 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1547180.375000 Penalty: 3096.337646
	Iteration 24Q: 3 clusters Score -1547180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1547214.250000 Penalty: 3096.337646
	Iteration 25Q: 3 clusters Score -1547214 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1547261.875000 Penalty: 3096.337646
	Iteration 26Q: 3 clusters Score -1547262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1547310.875000 Penalty: 3096.337646
	Iteration 27Q: 3 clusters Score -1547311 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1547350.500000 Penalty: 3096.337646
	Iteration 28Q: 3 clusters Score -1547350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1547400.500000 Penalty: 3096.337646
	Iteration 29Q: 3 clusters Score -1547400 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1547453.750000 Penalty: 3096.337646
	Iteration 30Q: 3 clusters Score -1547454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1547506.875000 Penalty: 3096.337646
	Iteration 31Q: 3 clusters Score -1547507 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1547571.125000 Penalty: 3096.337646
	Iteration 32Q: 3 clusters Score -1547571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1547618.000000 Penalty: 3096.337646
	Iteration 33Q: 3 clusters Score -1547618 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1547665.875000 Penalty: 3096.337646
	Iteration 34Q: 3 clusters Score -1547666 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1547723.375000 Penalty: 3096.337646
	Iteration 35Q: 3 clusters Score -1547723 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1547776.750000 Penalty: 3096.337646
	Iteration 36Q: 3 clusters Score -1547777 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1547820.250000 Penalty: 3096.337646
	Iteration 37Q: 3 clusters Score -1547820 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1547867.250000 Penalty: 3096.337646
	Iteration 38Q: 3 clusters Score -1547867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1547908.625000 Penalty: 3096.337646
	Iteration 39Q: 3 clusters Score -1547909 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1547946.500000 Penalty: 3096.337646
	Iteration 40F: 3 clusters Score -1547946 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1547969.000000 Penalty: 3096.337646
	Iteration 41Q: 3 clusters Score -1547969 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1548000.125000 Penalty: 3096.337646
	Iteration 42Q: 3 clusters Score -1548000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1548019.375000 Penalty: 3096.337646
	Iteration 43Q: 3 clusters Score -1548019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1548041.500000 Penalty: 3096.337646
	Iteration 44Q: 3 clusters Score -1548042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1548061.625000 Penalty: 3096.337646
	Iteration 45Q: 3 clusters Score -1548062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1548076.375000 Penalty: 3096.337646
	Iteration 46Q: 3 clusters Score -1548076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1548087.375000 Penalty: 3096.337646
	Iteration 47Q: 3 clusters Score -1548087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1548107.750000 Penalty: 3096.337646
	Iteration 48Q: 3 clusters Score -1548108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1548115.125000 Penalty: 3096.337646
	Iteration 49Q: 3 clusters Score -1548115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1548131.500000 Penalty: 3096.337646
	Iteration 50Q: 3 clusters Score -1548132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1548136.125000 Penalty: 3096.337646
	Iteration 51Q: 3 clusters Score -1548136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1548138.375000 Penalty: 3096.337646
	Iteration 52Q: 3 clusters Score -1548138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1548141.875000 Penalty: 3096.337646
	Iteration 53Q: 3 clusters Score -1548142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1548140.750000 Penalty: 3096.337646
	Iteration 54Q: 3 clusters Score -1548141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1548147.750000 Penalty: 3096.337646
	Iteration 55Q: 3 clusters Score -1548148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1548150.625000 Penalty: 3096.337646
	Iteration 56Q: 3 clusters Score -1548151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1548152.500000 Penalty: 3096.337646
	Iteration 57Q: 3 clusters Score -1548152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1548158.000000 Penalty: 3096.337646
	Iteration 58Q: 3 clusters Score -1548158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1548165.375000 Penalty: 3096.337646
	Iteration 59Q: 3 clusters Score -1548165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1548170.500000 Penalty: 3096.337646
	Iteration 60F: 3 clusters Score -1548170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1548172.125000 Penalty: 3096.337646
	Iteration 61Q: 3 clusters Score -1548172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1548177.000000 Penalty: 3096.337646
	Iteration 62Q: 3 clusters Score -1548177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1548179.375000 Penalty: 3096.337646
	Iteration 63Q: 3 clusters Score -1548179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1548179.750000 Penalty: 3096.337646
	Iteration 64Q: 3 clusters Score -1548180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1548180.500000 Penalty: 3096.337646
	Iteration 65Q: 3 clusters Score -1548180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1548182.250000 Penalty: 3096.337646
	Iteration 66Q: 3 clusters Score -1548182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1548184.125000 Penalty: 3096.337646
	Iteration 67Q: 3 clusters Score -1548184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1548184.125000 Penalty: 3096.337646
	Iteration 68F: 3 clusters Score -1548184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Entering Unmasked Estep 
Score: -1282477.750000 Penalty: 1523.865356
	Iteration 0F: 2 clusters Score -1282478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1274188.000000 Penalty: 3047.730713
	Iteration 0F: 3 clusters Score -1274188 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1276820.000000 Penalty: 3047.730713
	Iteration 1F: 3 clusters Score -1276820 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1277031.250000 Penalty: 3047.730713
	Iteration 2F: 3 clusters Score -1277031 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1277231.125000 Penalty: 3047.730713
	Iteration 3Q: 3 clusters Score -1277231 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1277390.625000 Penalty: 3047.730713
	Iteration 4Q: 3 clusters Score -1277391 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1277553.375000 Penalty: 3047.730713
	Iteration 5Q: 3 clusters Score -1277553 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1277725.750000 Penalty: 3047.730713
	Iteration 6Q: 3 clusters Score -1277726 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1277920.375000 Penalty: 3047.730713
	Iteration 7Q: 3 clusters Score -1277920 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1278175.125000 Penalty: 3047.730713
	Iteration 8Q: 3 clusters Score -1278175 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1278479.750000 Penalty: 3047.730713
	Iteration 9Q: 3 clusters Score -1278480 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1278850.625000 Penalty: 3047.730713
	Iteration 10Q: 3 clusters Score -1278851 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1279234.625000 Penalty: 3047.730713
	Iteration 11Q: 3 clusters Score -1279235 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1279608.375000 Penalty: 3047.730713
	Iteration 12Q: 3 clusters Score -1279608 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1280004.000000 Penalty: 3047.730713
	Iteration 13Q: 3 clusters Score -1280004 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1280426.250000 Penalty: 3047.730713
	Iteration 14Q: 3 clusters Score -1280426 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1280752.375000 Penalty: 3047.730713
	Iteration 15Q: 3 clusters Score -1280752 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1280917.000000 Penalty: 3047.730713
	Iteration 16Q: 3 clusters Score -1280917 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1280985.875000 Penalty: 3047.730713
	Iteration 17Q: 3 clusters Score -1280986 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1281019.250000 Penalty: 3047.730713
	Iteration 18Q: 3 clusters Score -1281019 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1281045.625000 Penalty: 3047.730713
	Iteration 19Q: 3 clusters Score -1281046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1281056.750000 Penalty: 3047.730713
	Iteration 20F: 3 clusters Score -1281057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1281076.250000 Penalty: 3047.730713
	Iteration 21Q: 3 clusters Score -1281076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1281085.000000 Penalty: 3047.730713
	Iteration 22Q: 3 clusters Score -1281085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1281093.125000 Penalty: 3047.730713
	Iteration 23Q: 3 clusters Score -1281093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1281097.250000 Penalty: 3047.730713
	Iteration 24Q: 3 clusters Score -1281097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1281100.625000 Penalty: 3047.730713
	Iteration 25Q: 3 clusters Score -1281101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1281107.000000 Penalty: 3047.730713
	Iteration 26Q: 3 clusters Score -1281107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1281111.250000 Penalty: 3047.730713
	Iteration 27Q: 3 clusters Score -1281111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1281116.375000 Penalty: 3047.730713
	Iteration 28Q: 3 clusters Score -1281116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1281116.875000 Penalty: 3047.730713
	Iteration 29Q: 3 clusters Score -1281117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1281116.750000 Penalty: 3047.730713
	Iteration 30Q: 3 clusters Score -1281117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1281117.125000 Penalty: 3047.730713
	Iteration 31Q: 3 clusters Score -1281117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1281119.000000 Penalty: 3047.730713
	Iteration 32Q: 3 clusters Score -1281119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1281119.500000 Penalty: 3047.730713
	Iteration 33Q: 3 clusters Score -1281120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1281119.500000 Penalty: 3047.730713
	Iteration 34F: 3 clusters Score -1281120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Entering Unmasked Estep 
Score: -869140.062500 Penalty: 1470.805420
	Iteration 0F: 2 clusters Score -869140.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -862888.250000 Penalty: 2941.610840
	Iteration 0F: 3 clusters Score -862888.2 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -864869.187500 Penalty: 2941.610840
	Iteration 1F: 3 clusters Score -864869.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -865194.562500 Penalty: 2941.610840
	Iteration 2F: 3 clusters Score -865194.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -865514.437500 Penalty: 2941.610840
	Iteration 3F: 3 clusters Score -865514.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -865813.312500 Penalty: 2941.610840
	Iteration 4F: 3 clusters Score -865813.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -866130.125000 Penalty: 2941.610840
	Iteration 5F: 3 clusters Score -866130.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -866393.687500 Penalty: 2941.610840
	Iteration 6F: 3 clusters Score -866393.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -866615.875000 Penalty: 2941.610840
	Iteration 7F: 3 clusters Score -866615.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -866835.500000 Penalty: 2941.610840
	Iteration 8Q: 3 clusters Score -866835.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -867042.250000 Penalty: 2941.610840
	Iteration 9Q: 3 clusters Score -867042.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -867258.687500 Penalty: 2941.610840
	Iteration 10Q: 3 clusters Score -867258.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -867491.000000 Penalty: 2941.610840
	Iteration 11Q: 3 clusters Score -867491 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -867722.375000 Penalty: 2941.610840
	Iteration 12Q: 3 clusters Score -867722.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -867968.875000 Penalty: 2941.610840
	Iteration 13Q: 3 clusters Score -867968.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -868231.250000 Penalty: 2941.610840
	Iteration 14Q: 3 clusters Score -868231.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -868471.687500 Penalty: 2941.610840
	Iteration 15Q: 3 clusters Score -868471.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -868635.750000 Penalty: 2941.610840
	Iteration 16Q: 3 clusters Score -868635.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -868758.562500 Penalty: 2941.610840
	Iteration 17Q: 3 clusters Score -868758.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -868821.562500 Penalty: 2941.610840
	Iteration 18Q: 3 clusters Score -868821.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -868853.187500 Penalty: 2941.610840
	Iteration 19Q: 3 clusters Score -868853.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -868880.937500 Penalty: 2941.610840
	Iteration 20F: 3 clusters Score -868880.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -868906.250000 Penalty: 2941.610840
	Iteration 21Q: 3 clusters Score -868906.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -868916.375000 Penalty: 2941.610840
	Iteration 22Q: 3 clusters Score -868916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -868925.375000 Penalty: 2941.610840
	Iteration 23Q: 3 clusters Score -868925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -868927.875000 Penalty: 2941.610840
	Iteration 24Q: 3 clusters Score -868927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -868930.250000 Penalty: 2941.610840
	Iteration 25Q: 3 clusters Score -868930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -868930.625000 Penalty: 2941.610840
	Iteration 26Q: 3 clusters Score -868930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -868932.875000 Penalty: 2941.610840
	Iteration 27Q: 3 clusters Score -868932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -868933.687500 Penalty: 2941.610840
	Iteration 28Q: 3 clusters Score -868933.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -868933.687500 Penalty: 2941.610840
	Iteration 29F: 3 clusters Score -868933.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -413065.593750 Penalty: 1336.077637
	Iteration 0F: 2 clusters Score -413065.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -409890.625000 Penalty: 2672.155273
	Iteration 0F: 3 clusters Score -409890.6 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -410705.968750 Penalty: 2672.155273
	Iteration 1F: 3 clusters Score -410706 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -410845.468750 Penalty: 2672.155273
	Iteration 2F: 3 clusters Score -410845.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -410912.781250 Penalty: 2672.155273
	Iteration 3Q: 3 clusters Score -410912.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -410962.031250 Penalty: 2672.155273
	Iteration 4Q: 3 clusters Score -410962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -411009.031250 Penalty: 2672.155273
	Iteration 5Q: 3 clusters Score -411009 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -411060.937500 Penalty: 2672.155273
	Iteration 6Q: 3 clusters Score -411060.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -411108.156250 Penalty: 2672.155273
	Iteration 7Q: 3 clusters Score -411108.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -411157.812500 Penalty: 2672.155273
	Iteration 8Q: 3 clusters Score -411157.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -411207.187500 Penalty: 2672.155273
	Iteration 9Q: 3 clusters Score -411207.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -411266.687500 Penalty: 2672.155273
	Iteration 10Q: 3 clusters Score -411266.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -411340.781250 Penalty: 2672.155273
	Iteration 11Q: 3 clusters Score -411340.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -411418.687500 Penalty: 2672.155273
	Iteration 12Q: 3 clusters Score -411418.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -411491.343750 Penalty: 2672.155273
	Iteration 13Q: 3 clusters Score -411491.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -411547.562500 Penalty: 2672.155273
	Iteration 14Q: 3 clusters Score -411547.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -411594.250000 Penalty: 2672.155273
	Iteration 15Q: 3 clusters Score -411594.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -411632.156250 Penalty: 2672.155273
	Iteration 16Q: 3 clusters Score -411632.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -411666.000000 Penalty: 2672.155273
	Iteration 17Q: 3 clusters Score -411666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -411690.593750 Penalty: 2672.155273
	Iteration 18Q: 3 clusters Score -411690.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -411711.281250 Penalty: 2672.155273
	Iteration 19Q: 3 clusters Score -411711.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -411734.312500 Penalty: 2672.155273
	Iteration 20F: 3 clusters Score -411734.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -411754.812500 Penalty: 2672.155273
	Iteration 21Q: 3 clusters Score -411754.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -411769.718750 Penalty: 2672.155273
	Iteration 22Q: 3 clusters Score -411769.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -411786.093750 Penalty: 2672.155273
	Iteration 23Q: 3 clusters Score -411786.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -411803.468750 Penalty: 2672.155273
	Iteration 24Q: 3 clusters Score -411803.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -411816.531250 Penalty: 2672.155273
	Iteration 25Q: 3 clusters Score -411816.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -411829.187500 Penalty: 2672.155273
	Iteration 26Q: 3 clusters Score -411829.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -411842.812500 Penalty: 2672.155273
	Iteration 27Q: 3 clusters Score -411842.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -411854.187500 Penalty: 2672.155273
	Iteration 28Q: 3 clusters Score -411854.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -411865.406250 Penalty: 2672.155273
	Iteration 29Q: 3 clusters Score -411865.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -411878.906250 Penalty: 2672.155273
	Iteration 30Q: 3 clusters Score -411878.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -411895.906250 Penalty: 2672.155273
	Iteration 31Q: 3 clusters Score -411895.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -411903.906250 Penalty: 2672.155273
	Iteration 32Q: 3 clusters Score -411903.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -411910.718750 Penalty: 2672.155273
	Iteration 33Q: 3 clusters Score -411910.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -411918.031250 Penalty: 2672.155273
	Iteration 34Q: 3 clusters Score -411918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -411922.593750 Penalty: 2672.155273
	Iteration 35Q: 3 clusters Score -411922.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -411926.625000 Penalty: 2672.155273
	Iteration 36Q: 3 clusters Score -411926.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -411930.000000 Penalty: 2672.155273
	Iteration 37Q: 3 clusters Score -411930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -411930.656250 Penalty: 2672.155273
	Iteration 38Q: 3 clusters Score -411930.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -411933.437500 Penalty: 2672.155273
	Iteration 39Q: 3 clusters Score -411933.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -411935.625000 Penalty: 2672.155273
	Iteration 40F: 3 clusters Score -411935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -411936.062500 Penalty: 2672.155273
	Iteration 41Q: 3 clusters Score -411936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -411938.312500 Penalty: 2672.155273
	Iteration 42Q: 3 clusters Score -411938.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -411940.531250 Penalty: 2672.155273
	Iteration 43Q: 3 clusters Score -411940.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -411941.968750 Penalty: 2672.155273
	Iteration 44Q: 3 clusters Score -411942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -411943.031250 Penalty: 2672.155273
	Iteration 45Q: 3 clusters Score -411943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -411944.906250 Penalty: 2672.155273
	Iteration 46Q: 3 clusters Score -411944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -411946.187500 Penalty: 2672.155273
	Iteration 47Q: 3 clusters Score -411946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -411946.437500 Penalty: 2672.155273
	Iteration 48Q: 3 clusters Score -411946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -411947.218750 Penalty: 2672.155273
	Iteration 49Q: 3 clusters Score -411947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -411949.250000 Penalty: 2672.155273
	Iteration 50Q: 3 clusters Score -411949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -411953.093750 Penalty: 2672.155273
	Iteration 51Q: 3 clusters Score -411953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -411960.000000 Penalty: 2672.155273
	Iteration 52Q: 3 clusters Score -411960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -411965.468750 Penalty: 2672.155273
	Iteration 53Q: 3 clusters Score -411965.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -411969.937500 Penalty: 2672.155273
	Iteration 54Q: 3 clusters Score -411969.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -411975.343750 Penalty: 2672.155273
	Iteration 55Q: 3 clusters Score -411975.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -411978.968750 Penalty: 2672.155273
	Iteration 56Q: 3 clusters Score -411979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -411980.875000 Penalty: 2672.155273
	Iteration 57Q: 3 clusters Score -411980.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -411982.906250 Penalty: 2672.155273
	Iteration 58Q: 3 clusters Score -411982.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -411984.750000 Penalty: 2672.155273
	Iteration 59Q: 3 clusters Score -411984.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -411986.781250 Penalty: 2672.155273
	Iteration 60F: 3 clusters Score -411986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -411991.156250 Penalty: 2672.155273
	Iteration 61Q: 3 clusters Score -411991.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -411994.062500 Penalty: 2672.155273
	Iteration 62Q: 3 clusters Score -411994.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -411998.500000 Penalty: 2672.155273
	Iteration 63Q: 3 clusters Score -411998.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -412000.875000 Penalty: 2672.155273
	Iteration 64Q: 3 clusters Score -412000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -412003.906250 Penalty: 2672.155273
	Iteration 65Q: 3 clusters Score -412003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -412005.343750 Penalty: 2672.155273
	Iteration 66Q: 3 clusters Score -412005.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -412006.625000 Penalty: 2672.155273
	Iteration 67Q: 3 clusters Score -412006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -412008.093750 Penalty: 2672.155273
	Iteration 68Q: 3 clusters Score -412008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -412009.156250 Penalty: 2672.155273
	Iteration 69Q: 3 clusters Score -412009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -412009.718750 Penalty: 2672.155273
	Iteration 70Q: 3 clusters Score -412009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -412009.875000 Penalty: 2672.155273
	Iteration 71Q: 3 clusters Score -412009.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -412009.875000 Penalty: 2672.155273
	Iteration 72F: 3 clusters Score -412009.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -42502.777344 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -42502.78 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 229 members 
Entering Unmasked Estep 
Score: -41515.550781 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -41515.55 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41976.046875 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -41976.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42151.878906 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -42151.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42289.773438 Penalty: 2009.848389
	Iteration 3F: 3 clusters Score -42289.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42401.632812 Penalty: 2009.848389
	Iteration 4F: 3 clusters Score -42401.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42456.667969 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -42456.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42472.796875 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -42472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42482.417969 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -42482.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42495.250000 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -42495.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42495.250000 Penalty: 2009.848389
	Iteration 9F: 3 clusters Score -42495.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (175547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175547 members 
Entering Unmasked Estep 
Score: -19250962.000000 Penalty: 1962.295044
	Iteration 0F: 2 clusters Score -1.925096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -19150166.000000 Penalty: 3924.590088
	Iteration 0F: 3 clusters Score -1.915017e+07 nChanged 84785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -19200994.000000 Penalty: 3924.590088
	Iteration 1F: 3 clusters Score -1.920099e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 85860 members 
Entering Unmasked Estep 
Score: -19202692.000000 Penalty: 3924.590088
	Iteration 2Q: 3 clusters Score -1.920269e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92133 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -19204480.000000 Penalty: 3924.590088
	Iteration 3Q: 3 clusters Score -1.920448e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -19206550.000000 Penalty: 3924.590088
	Iteration 4Q: 3 clusters Score -1.920655e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -19208882.000000 Penalty: 3924.590088
	Iteration 5F: 3 clusters Score -1.920888e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -19211214.000000 Penalty: 3924.590088
	Iteration 6F: 3 clusters Score -1.921121e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114606 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -19213758.000000 Penalty: 3924.590088
	Iteration 7F: 3 clusters Score -1.921376e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122748 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -19216520.000000 Penalty: 3924.590088
	Iteration 8F: 3 clusters Score -1.921652e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131667 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -19219974.000000 Penalty: 3924.590088
	Iteration 9F: 3 clusters Score -1.921997e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140920 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -19224552.000000 Penalty: 3924.590088
	Iteration 10F: 3 clusters Score -1.922455e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150005 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -19229816.000000 Penalty: 3924.590088
	Iteration 11F: 3 clusters Score -1.922982e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158136 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -19235324.000000 Penalty: 3924.590088
	Iteration 12Q: 3 clusters Score -1.923532e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164964 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -19240672.000000 Penalty: 3924.590088
	Iteration 13Q: 3 clusters Score -1.924067e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169861 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -19244836.000000 Penalty: 3924.590088
	Iteration 14Q: 3 clusters Score -1.924484e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172818 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19247192.000000 Penalty: 3924.590088
	Iteration 15Q: 3 clusters Score -1.924719e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174268 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19248306.000000 Penalty: 3924.590088
	Iteration 16Q: 3 clusters Score -1.924831e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174855 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -19248720.000000 Penalty: 3924.590088
	Iteration 17Q: 3 clusters Score -1.924872e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175078 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -19248980.000000 Penalty: 3924.590088
	Iteration 18Q: 3 clusters Score -1.924898e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175161 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19249150.000000 Penalty: 3924.590088
	Iteration 19Q: 3 clusters Score -1.924915e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175188 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19249256.000000 Penalty: 3924.590088
	Iteration 20F: 3 clusters Score -1.924926e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175192 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19249304.000000 Penalty: 3924.590088
	Iteration 21Q: 3 clusters Score -1.92493e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175195 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -19249344.000000 Penalty: 3924.590088
	Iteration 22Q: 3 clusters Score -1.924934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175177 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -19249354.000000 Penalty: 3924.590088
	Iteration 23Q: 3 clusters Score -1.924935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175163 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19249370.000000 Penalty: 3924.590088
	Iteration 24Q: 3 clusters Score -1.924937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175149 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -19249414.000000 Penalty: 3924.590088
	Iteration 25Q: 3 clusters Score -1.924941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175135 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -19249418.000000 Penalty: 3924.590088
	Iteration 26Q: 3 clusters Score -1.924942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175132 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -19249434.000000 Penalty: 3924.590088
	Iteration 27Q: 3 clusters Score -1.924943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175131 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -19249436.000000 Penalty: 3924.590088
	Iteration 28Q: 3 clusters Score -1.924944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175129 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -19249432.000000 Penalty: 3924.590088
	Iteration 29Q: 3 clusters Score -1.924943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175126 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19249440.000000 Penalty: 3924.590088
	Iteration 30Q: 3 clusters Score -1.924944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175123 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19249430.000000 Penalty: 3924.590088
	Iteration 31Q: 3 clusters Score -1.924943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175121 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19249432.000000 Penalty: 3924.590088
	Iteration 32Q: 3 clusters Score -1.924943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175121 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19249444.000000 Penalty: 3924.590088
	Iteration 33Q: 3 clusters Score -1.924944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19249440.000000 Penalty: 3924.590088
	Iteration 34Q: 3 clusters Score -1.924944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -19249440.000000 Penalty: 3924.590088
	Iteration 35Q: 3 clusters Score -1.924944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -19249440.000000 Penalty: 3924.590088
	Iteration 36F: 3 clusters Score -1.924944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Entering Unmasked Estep 
Score: -1449859.375000 Penalty: 1536.998047
	Iteration 0F: 2 clusters Score -1449859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1440904.750000 Penalty: 3073.996094
	Iteration 0F: 3 clusters Score -1440905 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1443872.125000 Penalty: 3073.996094
	Iteration 1F: 3 clusters Score -1443872 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1444187.250000 Penalty: 3073.996094
	Iteration 2F: 3 clusters Score -1444187 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1444576.750000 Penalty: 3073.996094
	Iteration 3F: 3 clusters Score -1444577 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1445059.750000 Penalty: 3073.996094
	Iteration 4F: 3 clusters Score -1445060 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1445551.500000 Penalty: 3073.996094
	Iteration 5F: 3 clusters Score -1445552 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1446062.875000 Penalty: 3073.996094
	Iteration 6F: 3 clusters Score -1446063 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1446641.625000 Penalty: 3073.996094
	Iteration 7F: 3 clusters Score -1446642 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1447264.750000 Penalty: 3073.996094
	Iteration 8F: 3 clusters Score -1447265 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1447885.375000 Penalty: 3073.996094
	Iteration 9F: 3 clusters Score -1447885 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1448356.750000 Penalty: 3073.996094
	Iteration 10Q: 3 clusters Score -1448357 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1448610.500000 Penalty: 3073.996094
	Iteration 11Q: 3 clusters Score -1448610 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1448746.250000 Penalty: 3073.996094
	Iteration 12Q: 3 clusters Score -1448746 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1448830.875000 Penalty: 3073.996094
	Iteration 13Q: 3 clusters Score -1448831 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1448886.125000 Penalty: 3073.996094
	Iteration 14Q: 3 clusters Score -1448886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1448935.125000 Penalty: 3073.996094
	Iteration 15Q: 3 clusters Score -1448935 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1448984.750000 Penalty: 3073.996094
	Iteration 16Q: 3 clusters Score -1448985 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1449018.375000 Penalty: 3073.996094
	Iteration 17Q: 3 clusters Score -1449018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1449048.500000 Penalty: 3073.996094
	Iteration 18Q: 3 clusters Score -1449048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1449065.000000 Penalty: 3073.996094
	Iteration 19Q: 3 clusters Score -1449065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1449080.500000 Penalty: 3073.996094
	Iteration 20F: 3 clusters Score -1449080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1449098.125000 Penalty: 3073.996094
	Iteration 21Q: 3 clusters Score -1449098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1449104.000000 Penalty: 3073.996094
	Iteration 22Q: 3 clusters Score -1449104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1449114.375000 Penalty: 3073.996094
	Iteration 23Q: 3 clusters Score -1449114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1449121.250000 Penalty: 3073.996094
	Iteration 24Q: 3 clusters Score -1449121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1449128.875000 Penalty: 3073.996094
	Iteration 25Q: 3 clusters Score -1449129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1449132.875000 Penalty: 3073.996094
	Iteration 26Q: 3 clusters Score -1449133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1449138.000000 Penalty: 3073.996094
	Iteration 27Q: 3 clusters Score -1449138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1449144.500000 Penalty: 3073.996094
	Iteration 28Q: 3 clusters Score -1449144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1449151.000000 Penalty: 3073.996094
	Iteration 29Q: 3 clusters Score -1449151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1449158.625000 Penalty: 3073.996094
	Iteration 30Q: 3 clusters Score -1449159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1449164.375000 Penalty: 3073.996094
	Iteration 31Q: 3 clusters Score -1449164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1449170.500000 Penalty: 3073.996094
	Iteration 32Q: 3 clusters Score -1449170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1449171.125000 Penalty: 3073.996094
	Iteration 33Q: 3 clusters Score -1449171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1449170.125000 Penalty: 3073.996094
	Iteration 34Q: 3 clusters Score -1449170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1449169.625000 Penalty: 3073.996094
	Iteration 35Q: 3 clusters Score -1449170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1449171.625000 Penalty: 3073.996094
	Iteration 36Q: 3 clusters Score -1449172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1449172.500000 Penalty: 3073.996094
	Iteration 37Q: 3 clusters Score -1449172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1449171.750000 Penalty: 3073.996094
	Iteration 38Q: 3 clusters Score -1449172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1449171.125000 Penalty: 3073.996094
	Iteration 39Q: 3 clusters Score -1449171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1449171.250000 Penalty: 3073.996094
	Iteration 40F: 3 clusters Score -1449171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -408543.125000 Penalty: 1334.806519
	Iteration 0F: 2 clusters Score -408543.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -405363.375000 Penalty: 2669.613037
	Iteration 0F: 3 clusters Score -405363.4 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -406133.687500 Penalty: 2669.613037
	Iteration 1F: 3 clusters Score -406133.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -406338.968750 Penalty: 2669.613037
	Iteration 2F: 3 clusters Score -406339 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -406505.812500 Penalty: 2669.613037
	Iteration 3F: 3 clusters Score -406505.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -406657.718750 Penalty: 2669.613037
	Iteration 4F: 3 clusters Score -406657.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -406784.031250 Penalty: 2669.613037
	Iteration 5F: 3 clusters Score -406784 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -406899.843750 Penalty: 2669.613037
	Iteration 6Q: 3 clusters Score -406899.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -406986.531250 Penalty: 2669.613037
	Iteration 7Q: 3 clusters Score -406986.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -407060.843750 Penalty: 2669.613037
	Iteration 8Q: 3 clusters Score -407060.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -407126.656250 Penalty: 2669.613037
	Iteration 9Q: 3 clusters Score -407126.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -407173.531250 Penalty: 2669.613037
	Iteration 10Q: 3 clusters Score -407173.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -407213.062500 Penalty: 2669.613037
	Iteration 11Q: 3 clusters Score -407213.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -407250.625000 Penalty: 2669.613037
	Iteration 12Q: 3 clusters Score -407250.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -407278.156250 Penalty: 2669.613037
	Iteration 13Q: 3 clusters Score -407278.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -407298.687500 Penalty: 2669.613037
	Iteration 14Q: 3 clusters Score -407298.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -407308.968750 Penalty: 2669.613037
	Iteration 15Q: 3 clusters Score -407309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -407317.187500 Penalty: 2669.613037
	Iteration 16Q: 3 clusters Score -407317.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -407322.375000 Penalty: 2669.613037
	Iteration 17Q: 3 clusters Score -407322.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -407325.687500 Penalty: 2669.613037
	Iteration 18Q: 3 clusters Score -407325.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -407330.406250 Penalty: 2669.613037
	Iteration 19Q: 3 clusters Score -407330.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -407337.937500 Penalty: 2669.613037
	Iteration 20F: 3 clusters Score -407337.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -407350.125000 Penalty: 2669.613037
	Iteration 21Q: 3 clusters Score -407350.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -407362.187500 Penalty: 2669.613037
	Iteration 22Q: 3 clusters Score -407362.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -407377.281250 Penalty: 2669.613037
	Iteration 23Q: 3 clusters Score -407377.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -407388.093750 Penalty: 2669.613037
	Iteration 24Q: 3 clusters Score -407388.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -407394.562500 Penalty: 2669.613037
	Iteration 25Q: 3 clusters Score -407394.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -407401.468750 Penalty: 2669.613037
	Iteration 26Q: 3 clusters Score -407401.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -407408.093750 Penalty: 2669.613037
	Iteration 27Q: 3 clusters Score -407408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -407412.812500 Penalty: 2669.613037
	Iteration 28Q: 3 clusters Score -407412.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -407421.875000 Penalty: 2669.613037
	Iteration 29Q: 3 clusters Score -407421.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -407430.531250 Penalty: 2669.613037
	Iteration 30Q: 3 clusters Score -407430.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -407442.593750 Penalty: 2669.613037
	Iteration 31Q: 3 clusters Score -407442.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -407453.968750 Penalty: 2669.613037
	Iteration 32Q: 3 clusters Score -407454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -407471.718750 Penalty: 2669.613037
	Iteration 33Q: 3 clusters Score -407471.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -407488.062500 Penalty: 2669.613037
	Iteration 34Q: 3 clusters Score -407488.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -407507.968750 Penalty: 2669.613037
	Iteration 35Q: 3 clusters Score -407508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -407531.156250 Penalty: 2669.613037
	Iteration 36Q: 3 clusters Score -407531.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -407546.843750 Penalty: 2669.613037
	Iteration 37Q: 3 clusters Score -407546.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -407553.125000 Penalty: 2669.613037
	Iteration 38Q: 3 clusters Score -407553.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -407558.781250 Penalty: 2669.613037
	Iteration 39Q: 3 clusters Score -407558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -407561.937500 Penalty: 2669.613037
	Iteration 40F: 3 clusters Score -407561.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -407565.062500 Penalty: 2669.613037
	Iteration 41Q: 3 clusters Score -407565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -407566.187500 Penalty: 2669.613037
	Iteration 42Q: 3 clusters Score -407566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -407568.031250 Penalty: 2669.613037
	Iteration 43Q: 3 clusters Score -407568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -407568.781250 Penalty: 2669.613037
	Iteration 44Q: 3 clusters Score -407568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -407568.781250 Penalty: 2669.613037
	Iteration 45F: 3 clusters Score -407568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Entering Unmasked Estep 
Score: -380494.000000 Penalty: 1322.374390
	Iteration 0F: 2 clusters Score -380494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -377489.500000 Penalty: 2644.748779
	Iteration 0F: 3 clusters Score -377489.5 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -378284.437500 Penalty: 2644.748779
	Iteration 1F: 3 clusters Score -378284.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -378432.593750 Penalty: 2644.748779
	Iteration 2F: 3 clusters Score -378432.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -378558.000000 Penalty: 2644.748779
	Iteration 3F: 3 clusters Score -378558 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -378667.375000 Penalty: 2644.748779
	Iteration 4Q: 3 clusters Score -378667.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -378776.937500 Penalty: 2644.748779
	Iteration 5Q: 3 clusters Score -378776.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -378883.156250 Penalty: 2644.748779
	Iteration 6Q: 3 clusters Score -378883.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -378974.562500 Penalty: 2644.748779
	Iteration 7Q: 3 clusters Score -378974.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -379066.343750 Penalty: 2644.748779
	Iteration 8Q: 3 clusters Score -379066.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -379138.312500 Penalty: 2644.748779
	Iteration 9Q: 3 clusters Score -379138.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -379195.156250 Penalty: 2644.748779
	Iteration 10Q: 3 clusters Score -379195.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -379239.687500 Penalty: 2644.748779
	Iteration 11Q: 3 clusters Score -379239.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -379273.031250 Penalty: 2644.748779
	Iteration 12Q: 3 clusters Score -379273 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -379315.437500 Penalty: 2644.748779
	Iteration 13Q: 3 clusters Score -379315.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -379355.687500 Penalty: 2644.748779
	Iteration 14Q: 3 clusters Score -379355.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -379374.406250 Penalty: 2644.748779
	Iteration 15Q: 3 clusters Score -379374.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -379388.281250 Penalty: 2644.748779
	Iteration 16Q: 3 clusters Score -379388.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -379404.000000 Penalty: 2644.748779
	Iteration 17Q: 3 clusters Score -379404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -379417.812500 Penalty: 2644.748779
	Iteration 18Q: 3 clusters Score -379417.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -379430.031250 Penalty: 2644.748779
	Iteration 19Q: 3 clusters Score -379430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -379440.468750 Penalty: 2644.748779
	Iteration 20F: 3 clusters Score -379440.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -379449.750000 Penalty: 2644.748779
	Iteration 21Q: 3 clusters Score -379449.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -379461.250000 Penalty: 2644.748779
	Iteration 22Q: 3 clusters Score -379461.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -379468.937500 Penalty: 2644.748779
	Iteration 23Q: 3 clusters Score -379468.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -379480.125000 Penalty: 2644.748779
	Iteration 24Q: 3 clusters Score -379480.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -379498.437500 Penalty: 2644.748779
	Iteration 25Q: 3 clusters Score -379498.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -379516.562500 Penalty: 2644.748779
	Iteration 26Q: 3 clusters Score -379516.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -379530.718750 Penalty: 2644.748779
	Iteration 27Q: 3 clusters Score -379530.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -379540.687500 Penalty: 2644.748779
	Iteration 28Q: 3 clusters Score -379540.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -379551.375000 Penalty: 2644.748779
	Iteration 29Q: 3 clusters Score -379551.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -379555.937500 Penalty: 2644.748779
	Iteration 30Q: 3 clusters Score -379555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -379560.000000 Penalty: 2644.748779
	Iteration 31Q: 3 clusters Score -379560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -379564.281250 Penalty: 2644.748779
	Iteration 32Q: 3 clusters Score -379564.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -379565.875000 Penalty: 2644.748779
	Iteration 33Q: 3 clusters Score -379565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -379571.656250 Penalty: 2644.748779
	Iteration 34Q: 3 clusters Score -379571.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -379574.531250 Penalty: 2644.748779
	Iteration 35Q: 3 clusters Score -379574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -379577.468750 Penalty: 2644.748779
	Iteration 36Q: 3 clusters Score -379577.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -379578.968750 Penalty: 2644.748779
	Iteration 37Q: 3 clusters Score -379579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -379579.593750 Penalty: 2644.748779
	Iteration 38Q: 3 clusters Score -379579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -379580.968750 Penalty: 2644.748779
	Iteration 39Q: 3 clusters Score -379581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -379581.843750 Penalty: 2644.748779
	Iteration 40F: 3 clusters Score -379581.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Entering Unmasked Estep 
Score: -4854048.000000 Penalty: 1734.954956
	Iteration 0F: 2 clusters Score -4854048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -4825120.500000 Penalty: 3469.909912
	Iteration 0F: 3 clusters Score -4825120 nChanged 20203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -4836790.000000 Penalty: 3469.909912
	Iteration 1F: 3 clusters Score -4836790 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4837484.500000 Penalty: 3469.909912
	Iteration 2Q: 3 clusters Score -4837484 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4838295.500000 Penalty: 3469.909912
	Iteration 3Q: 3 clusters Score -4838296 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4839395.000000 Penalty: 3469.909912
	Iteration 4F: 3 clusters Score -4839395 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -4840825.000000 Penalty: 3469.909912
	Iteration 5F: 3 clusters Score -4840825 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -4842762.000000 Penalty: 3469.909912
	Iteration 6F: 3 clusters Score -4842762 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4844780.500000 Penalty: 3469.909912
	Iteration 7F: 3 clusters Score -4844780 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -4846117.000000 Penalty: 3469.909912
	Iteration 8F: 3 clusters Score -4846117 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4846815.500000 Penalty: 3469.909912
	Iteration 9Q: 3 clusters Score -4846816 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -4847139.000000 Penalty: 3469.909912
	Iteration 10Q: 3 clusters Score -4847139 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -4847375.500000 Penalty: 3469.909912
	Iteration 11Q: 3 clusters Score -4847376 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4847595.500000 Penalty: 3469.909912
	Iteration 12Q: 3 clusters Score -4847596 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -4847785.000000 Penalty: 3469.909912
	Iteration 13Q: 3 clusters Score -4847785 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4848010.000000 Penalty: 3469.909912
	Iteration 14Q: 3 clusters Score -4848010 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4848198.500000 Penalty: 3469.909912
	Iteration 15Q: 3 clusters Score -4848198 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4848416.500000 Penalty: 3469.909912
	Iteration 16Q: 3 clusters Score -4848416 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4848614.000000 Penalty: 3469.909912
	Iteration 17Q: 3 clusters Score -4848614 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4848794.000000 Penalty: 3469.909912
	Iteration 18Q: 3 clusters Score -4848794 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4848995.000000 Penalty: 3469.909912
	Iteration 19Q: 3 clusters Score -4848995 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4849183.000000 Penalty: 3469.909912
	Iteration 20F: 3 clusters Score -4849183 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -4849370.500000 Penalty: 3469.909912
	Iteration 21Q: 3 clusters Score -4849370 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4849602.500000 Penalty: 3469.909912
	Iteration 22Q: 3 clusters Score -4849602 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4849853.000000 Penalty: 3469.909912
	Iteration 23Q: 3 clusters Score -4849853 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4850055.000000 Penalty: 3469.909912
	Iteration 24Q: 3 clusters Score -4850055 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -4850293.500000 Penalty: 3469.909912
	Iteration 25Q: 3 clusters Score -4850294 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -4850471.000000 Penalty: 3469.909912
	Iteration 26Q: 3 clusters Score -4850471 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -4850711.000000 Penalty: 3469.909912
	Iteration 27Q: 3 clusters Score -4850711 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -4850893.000000 Penalty: 3469.909912
	Iteration 28Q: 3 clusters Score -4850893 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -4851103.000000 Penalty: 3469.909912
	Iteration 29Q: 3 clusters Score -4851103 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -4851286.000000 Penalty: 3469.909912
	Iteration 30Q: 3 clusters Score -4851286 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4851462.000000 Penalty: 3469.909912
	Iteration 31Q: 3 clusters Score -4851462 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -4851614.500000 Penalty: 3469.909912
	Iteration 32Q: 3 clusters Score -4851614 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -4851725.000000 Penalty: 3469.909912
	Iteration 33Q: 3 clusters Score -4851725 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -4851850.000000 Penalty: 3469.909912
	Iteration 34Q: 3 clusters Score -4851850 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -4851982.500000 Penalty: 3469.909912
	Iteration 35Q: 3 clusters Score -4851982 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -4852071.500000 Penalty: 3469.909912
	Iteration 36Q: 3 clusters Score -4852072 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -4852171.500000 Penalty: 3469.909912
	Iteration 37Q: 3 clusters Score -4852172 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4852226.500000 Penalty: 3469.909912
	Iteration 38Q: 3 clusters Score -4852226 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -4852271.000000 Penalty: 3469.909912
	Iteration 39Q: 3 clusters Score -4852271 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -4852315.000000 Penalty: 3469.909912
	Iteration 40F: 3 clusters Score -4852315 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -4852351.500000 Penalty: 3469.909912
	Iteration 41Q: 3 clusters Score -4852352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -4852364.000000 Penalty: 3469.909912
	Iteration 42Q: 3 clusters Score -4852364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -4852403.000000 Penalty: 3469.909912
	Iteration 43Q: 3 clusters Score -4852403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -4852423.500000 Penalty: 3469.909912
	Iteration 44Q: 3 clusters Score -4852424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -4852447.000000 Penalty: 3469.909912
	Iteration 45Q: 3 clusters Score -4852447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -4852469.500000 Penalty: 3469.909912
	Iteration 46Q: 3 clusters Score -4852470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -4852506.500000 Penalty: 3469.909912
	Iteration 47Q: 3 clusters Score -4852506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -4852527.500000 Penalty: 3469.909912
	Iteration 48Q: 3 clusters Score -4852528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -4852547.000000 Penalty: 3469.909912
	Iteration 49Q: 3 clusters Score -4852547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -4852570.000000 Penalty: 3469.909912
	Iteration 50Q: 3 clusters Score -4852570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -4852581.500000 Penalty: 3469.909912
	Iteration 51Q: 3 clusters Score -4852582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -4852594.500000 Penalty: 3469.909912
	Iteration 52Q: 3 clusters Score -4852594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -4852602.500000 Penalty: 3469.909912
	Iteration 53Q: 3 clusters Score -4852602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -4852617.000000 Penalty: 3469.909912
	Iteration 54Q: 3 clusters Score -4852617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -4852620.500000 Penalty: 3469.909912
	Iteration 55Q: 3 clusters Score -4852620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -4852624.000000 Penalty: 3469.909912
	Iteration 56Q: 3 clusters Score -4852624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -4852628.000000 Penalty: 3469.909912
	Iteration 57Q: 3 clusters Score -4852628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -4852629.000000 Penalty: 3469.909912
	Iteration 58Q: 3 clusters Score -4852629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -4852630.000000 Penalty: 3469.909912
	Iteration 59Q: 3 clusters Score -4852630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -4852631.500000 Penalty: 3469.909912
	Iteration 60F: 3 clusters Score -4852632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -4852629.500000 Penalty: 3469.909912
	Iteration 61Q: 3 clusters Score -4852630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -4852636.000000 Penalty: 3469.909912
	Iteration 62Q: 3 clusters Score -4852636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -4852642.000000 Penalty: 3469.909912
	Iteration 63Q: 3 clusters Score -4852642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -4852645.500000 Penalty: 3469.909912
	Iteration 64Q: 3 clusters Score -4852646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -4852645.500000 Penalty: 3469.909912
	Iteration 65Q: 3 clusters Score -4852646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -4852648.000000 Penalty: 3469.909912
	Iteration 66Q: 3 clusters Score -4852648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -4852651.000000 Penalty: 3469.909912
	Iteration 67Q: 3 clusters Score -4852651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -4852651.000000 Penalty: 3469.909912
	Iteration 68F: 3 clusters Score -4852651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Entering Unmasked Estep 
Score: -2834079.750000 Penalty: 1653.140259
	Iteration 0F: 2 clusters Score -2834080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2816261.000000 Penalty: 3306.280518
	Iteration 0F: 3 clusters Score -2816261 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2822882.000000 Penalty: 3306.280518
	Iteration 1F: 3 clusters Score -2822882 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2823235.250000 Penalty: 3306.280518
	Iteration 2Q: 3 clusters Score -2823235 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2823686.000000 Penalty: 3306.280518
	Iteration 3Q: 3 clusters Score -2823686 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2824353.750000 Penalty: 3306.280518
	Iteration 4F: 3 clusters Score -2824354 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2825347.250000 Penalty: 3306.280518
	Iteration 5F: 3 clusters Score -2825347 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2826731.500000 Penalty: 3306.280518
	Iteration 6F: 3 clusters Score -2826732 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2828476.750000 Penalty: 3306.280518
	Iteration 7F: 3 clusters Score -2828477 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -2830245.250000 Penalty: 3306.280518
	Iteration 8F: 3 clusters Score -2830245 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2831477.250000 Penalty: 3306.280518
	Iteration 9Q: 3 clusters Score -2831477 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2832121.500000 Penalty: 3306.280518
	Iteration 10Q: 3 clusters Score -2832122 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2832352.250000 Penalty: 3306.280518
	Iteration 11Q: 3 clusters Score -2832352 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -2832480.250000 Penalty: 3306.280518
	Iteration 12Q: 3 clusters Score -2832480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2832548.000000 Penalty: 3306.280518
	Iteration 13Q: 3 clusters Score -2832548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -2832595.750000 Penalty: 3306.280518
	Iteration 14Q: 3 clusters Score -2832596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -2832617.250000 Penalty: 3306.280518
	Iteration 15Q: 3 clusters Score -2832617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -2832632.000000 Penalty: 3306.280518
	Iteration 16Q: 3 clusters Score -2832632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -2832639.250000 Penalty: 3306.280518
	Iteration 17Q: 3 clusters Score -2832639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -2832646.500000 Penalty: 3306.280518
	Iteration 18Q: 3 clusters Score -2832646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -2832654.250000 Penalty: 3306.280518
	Iteration 19Q: 3 clusters Score -2832654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -2832655.250000 Penalty: 3306.280518
	Iteration 20F: 3 clusters Score -2832655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -2832661.500000 Penalty: 3306.280518
	Iteration 21Q: 3 clusters Score -2832662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2832666.750000 Penalty: 3306.280518
	Iteration 22Q: 3 clusters Score -2832667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -2832668.250000 Penalty: 3306.280518
	Iteration 23Q: 3 clusters Score -2832668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2832672.750000 Penalty: 3306.280518
	Iteration 24Q: 3 clusters Score -2832673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -2832677.500000 Penalty: 3306.280518
	Iteration 25Q: 3 clusters Score -2832678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -2832677.000000 Penalty: 3306.280518
	Iteration 26Q: 3 clusters Score -2832677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -2832677.000000 Penalty: 3306.280518
	Iteration 27F: 3 clusters Score -2832677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -665846.500000 Penalty: 1419.966309
	Iteration 0F: 2 clusters Score -665846.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -661148.875000 Penalty: 2839.932617
	Iteration 0F: 3 clusters Score -661148.9 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -662613.812500 Penalty: 2839.932617
	Iteration 1F: 3 clusters Score -662613.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -663026.875000 Penalty: 2839.932617
	Iteration 2F: 3 clusters Score -663026.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -663468.625000 Penalty: 2839.932617
	Iteration 3F: 3 clusters Score -663468.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -663875.500000 Penalty: 2839.932617
	Iteration 4F: 3 clusters Score -663875.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -664221.125000 Penalty: 2839.932617
	Iteration 5F: 3 clusters Score -664221.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -664455.937500 Penalty: 2839.932617
	Iteration 6F: 3 clusters Score -664455.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -664625.250000 Penalty: 2839.932617
	Iteration 7Q: 3 clusters Score -664625.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -664745.000000 Penalty: 2839.932617
	Iteration 8Q: 3 clusters Score -664745 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -664844.125000 Penalty: 2839.932617
	Iteration 9Q: 3 clusters Score -664844.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -664901.250000 Penalty: 2839.932617
	Iteration 10Q: 3 clusters Score -664901.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -664933.875000 Penalty: 2839.932617
	Iteration 11Q: 3 clusters Score -664933.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -664957.937500 Penalty: 2839.932617
	Iteration 12Q: 3 clusters Score -664957.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -664977.375000 Penalty: 2839.932617
	Iteration 13Q: 3 clusters Score -664977.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -664993.937500 Penalty: 2839.932617
	Iteration 14Q: 3 clusters Score -664993.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -665008.250000 Penalty: 2839.932617
	Iteration 15Q: 3 clusters Score -665008.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -665024.062500 Penalty: 2839.932617
	Iteration 16Q: 3 clusters Score -665024.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -665032.187500 Penalty: 2839.932617
	Iteration 17Q: 3 clusters Score -665032.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -665039.937500 Penalty: 2839.932617
	Iteration 18Q: 3 clusters Score -665039.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -665043.250000 Penalty: 2839.932617
	Iteration 19Q: 3 clusters Score -665043.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -665048.937500 Penalty: 2839.932617
	Iteration 20F: 3 clusters Score -665048.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -665053.687500 Penalty: 2839.932617
	Iteration 21Q: 3 clusters Score -665053.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -665064.250000 Penalty: 2839.932617
	Iteration 22Q: 3 clusters Score -665064.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -665071.562500 Penalty: 2839.932617
	Iteration 23Q: 3 clusters Score -665071.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -665077.187500 Penalty: 2839.932617
	Iteration 24Q: 3 clusters Score -665077.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -665082.437500 Penalty: 2839.932617
	Iteration 25Q: 3 clusters Score -665082.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -665083.625000 Penalty: 2839.932617
	Iteration 26Q: 3 clusters Score -665083.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -665088.937500 Penalty: 2839.932617
	Iteration 27Q: 3 clusters Score -665088.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -665090.000000 Penalty: 2839.932617
	Iteration 28Q: 3 clusters Score -665090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -665092.750000 Penalty: 2839.932617
	Iteration 29Q: 3 clusters Score -665092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -665091.875000 Penalty: 2839.932617
	Iteration 30Q: 3 clusters Score -665091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -665095.125000 Penalty: 2839.932617
	Iteration 31Q: 3 clusters Score -665095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -665095.875000 Penalty: 2839.932617
	Iteration 32Q: 3 clusters Score -665095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -665096.500000 Penalty: 2839.932617
	Iteration 33Q: 3 clusters Score -665096.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -665096.625000 Penalty: 2839.932617
	Iteration 34Q: 3 clusters Score -665096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -665097.062500 Penalty: 2839.932617
	Iteration 35Q: 3 clusters Score -665097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -665099.062500 Penalty: 2839.932617
	Iteration 36Q: 3 clusters Score -665099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -665098.875000 Penalty: 2839.932617
	Iteration 37Q: 3 clusters Score -665098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -665099.312500 Penalty: 2839.932617
	Iteration 38Q: 3 clusters Score -665099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -665098.625000 Penalty: 2839.932617
	Iteration 39Q: 3 clusters Score -665098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -665099.250000 Penalty: 2839.932617
	Iteration 40F: 3 clusters Score -665099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -665098.562500 Penalty: 2839.932617
	Iteration 41Q: 3 clusters Score -665098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -665099.250000 Penalty: 2839.932617
	Iteration 42Q: 3 clusters Score -665099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -665098.125000 Penalty: 2839.932617
	Iteration 43Q: 3 clusters Score -665098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -665098.187500 Penalty: 2839.932617
	Iteration 44Q: 3 clusters Score -665098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -665098.000000 Penalty: 2839.932617
	Iteration 45Q: 3 clusters Score -665098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -665099.500000 Penalty: 2839.932617
	Iteration 46Q: 3 clusters Score -665099.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -665100.062500 Penalty: 2839.932617
	Iteration 47Q: 3 clusters Score -665100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -665101.500000 Penalty: 2839.932617
	Iteration 48Q: 3 clusters Score -665101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -665103.062500 Penalty: 2839.932617
	Iteration 49Q: 3 clusters Score -665103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -665102.437500 Penalty: 2839.932617
	Iteration 50Q: 3 clusters Score -665102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -665102.875000 Penalty: 2839.932617
	Iteration 51Q: 3 clusters Score -665102.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -665106.125000 Penalty: 2839.932617
	Iteration 52Q: 3 clusters Score -665106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -665108.875000 Penalty: 2839.932617
	Iteration 53Q: 3 clusters Score -665108.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -665110.625000 Penalty: 2839.932617
	Iteration 54Q: 3 clusters Score -665110.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -665112.562500 Penalty: 2839.932617
	Iteration 55Q: 3 clusters Score -665112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -665113.875000 Penalty: 2839.932617
	Iteration 56Q: 3 clusters Score -665113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -665113.562500 Penalty: 2839.932617
	Iteration 57Q: 3 clusters Score -665113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -665115.875000 Penalty: 2839.932617
	Iteration 58Q: 3 clusters Score -665115.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -665119.625000 Penalty: 2839.932617
	Iteration 59Q: 3 clusters Score -665119.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -665126.125000 Penalty: 2839.932617
	Iteration 60F: 3 clusters Score -665126.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -665131.937500 Penalty: 2839.932617
	Iteration 61Q: 3 clusters Score -665131.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -665135.875000 Penalty: 2839.932617
	Iteration 62Q: 3 clusters Score -665135.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -665140.062500 Penalty: 2839.932617
	Iteration 63Q: 3 clusters Score -665140.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -665144.875000 Penalty: 2839.932617
	Iteration 64Q: 3 clusters Score -665144.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -665148.250000 Penalty: 2839.932617
	Iteration 65Q: 3 clusters Score -665148.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -665152.312500 Penalty: 2839.932617
	Iteration 66Q: 3 clusters Score -665152.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -665156.312500 Penalty: 2839.932617
	Iteration 67Q: 3 clusters Score -665156.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -665160.375000 Penalty: 2839.932617
	Iteration 68Q: 3 clusters Score -665160.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -665163.437500 Penalty: 2839.932617
	Iteration 69Q: 3 clusters Score -665163.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -665169.000000 Penalty: 2839.932617
	Iteration 70Q: 3 clusters Score -665169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -665175.375000 Penalty: 2839.932617
	Iteration 71Q: 3 clusters Score -665175.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -665182.375000 Penalty: 2839.932617
	Iteration 72Q: 3 clusters Score -665182.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -665190.062500 Penalty: 2839.932617
	Iteration 73Q: 3 clusters Score -665190.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -665196.625000 Penalty: 2839.932617
	Iteration 74Q: 3 clusters Score -665196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -665201.312500 Penalty: 2839.932617
	Iteration 75Q: 3 clusters Score -665201.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -665204.750000 Penalty: 2839.932617
	Iteration 76Q: 3 clusters Score -665204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -665208.562500 Penalty: 2839.932617
	Iteration 77Q: 3 clusters Score -665208.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -665209.625000 Penalty: 2839.932617
	Iteration 78Q: 3 clusters Score -665209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -665210.750000 Penalty: 2839.932617
	Iteration 79Q: 3 clusters Score -665210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -665213.937500 Penalty: 2839.932617
	Iteration 80F: 3 clusters Score -665213.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -665217.312500 Penalty: 2839.932617
	Iteration 81Q: 3 clusters Score -665217.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -665217.750000 Penalty: 2839.932617
	Iteration 82Q: 3 clusters Score -665217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -665218.562500 Penalty: 2839.932617
	Iteration 83Q: 3 clusters Score -665218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -665224.125000 Penalty: 2839.932617
	Iteration 84Q: 3 clusters Score -665224.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -665225.312500 Penalty: 2839.932617
	Iteration 85Q: 3 clusters Score -665225.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -665225.125000 Penalty: 2839.932617
	Iteration 86Q: 3 clusters Score -665225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -665226.437500 Penalty: 2839.932617
	Iteration 87Q: 3 clusters Score -665226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -665225.375000 Penalty: 2839.932617
	Iteration 88Q: 3 clusters Score -665225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -665224.875000 Penalty: 2839.932617
	Iteration 89Q: 3 clusters Score -665224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -665224.875000 Penalty: 2839.932617
	Iteration 90F: 3 clusters Score -665224.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -59264.136719 Penalty: 1029.734253
	Iteration 0F: 2 clusters Score -59264.14 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 294 members 
Entering Unmasked Estep 
Score: -58144.898438 Penalty: 2059.468506
	Iteration 0F: 3 clusters Score -58144.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58389.121094 Penalty: 2059.468506
	Iteration 1F: 3 clusters Score -58389.12 nChanged 37
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: -58471.574219 Penalty: 2059.468506
	Iteration 2F: 3 clusters Score -58471.57 nChanged 24
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: -58539.484375 Penalty: 2059.468506
	Iteration 3Q: 3 clusters Score -58539.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58585.160156 Penalty: 2059.468506
	Iteration 4Q: 3 clusters Score -58585.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58605.285156 Penalty: 2059.468506
	Iteration 5Q: 3 clusters Score -58605.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58615.777344 Penalty: 2059.468506
	Iteration 6Q: 3 clusters Score -58615.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58630.847656 Penalty: 2059.468506
	Iteration 7Q: 3 clusters Score -58630.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58643.417969 Penalty: 2059.468506
	Iteration 8Q: 3 clusters Score -58643.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58653.347656 Penalty: 2059.468506
	Iteration 9Q: 3 clusters Score -58653.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58662.480469 Penalty: 2059.468506
	Iteration 10Q: 3 clusters Score -58662.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58677.472656 Penalty: 2059.468506
	Iteration 11Q: 3 clusters Score -58677.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58690.773438 Penalty: 2059.468506
	Iteration 12Q: 3 clusters Score -58690.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58693.664062 Penalty: 2059.468506
	Iteration 13Q: 3 clusters Score -58693.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58698.015625 Penalty: 2059.468506
	Iteration 14Q: 3 clusters Score -58698.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58701.812500 Penalty: 2059.468506
	Iteration 15Q: 3 clusters Score -58701.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58707.199219 Penalty: 2059.468506
	Iteration 16Q: 3 clusters Score -58707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58710.632812 Penalty: 2059.468506
	Iteration 17Q: 3 clusters Score -58710.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58714.703125 Penalty: 2059.468506
	Iteration 18Q: 3 clusters Score -58714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58719.351562 Penalty: 2059.468506
	Iteration 19Q: 3 clusters Score -58719.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58720.074219 Penalty: 2059.468506
	Iteration 20F: 3 clusters Score -58720.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58720.621094 Penalty: 2059.468506
	Iteration 21Q: 3 clusters Score -58720.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58721.652344 Penalty: 2059.468506
	Iteration 22Q: 3 clusters Score -58721.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58724.671875 Penalty: 2059.468506
	Iteration 23Q: 3 clusters Score -58724.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58727.136719 Penalty: 2059.468506
	Iteration 24Q: 3 clusters Score -58727.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58732.257812 Penalty: 2059.468506
	Iteration 25Q: 3 clusters Score -58732.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58733.242188 Penalty: 2059.468506
	Iteration 26Q: 3 clusters Score -58733.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58735.109375 Penalty: 2059.468506
	Iteration 27Q: 3 clusters Score -58735.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58735.109375 Penalty: 2059.468506
	Iteration 28F: 3 clusters Score -58735.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34563 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 11821 members 
Mstep: Class 12 contains 8528 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175547 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43332 members 
Mstep: Class 20 contains 26191 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700804.000000 Penalty: 43896.656250
Iteration 279Q: 22 clusters Score -4.17008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34559 members 
Mstep: Class 3 contains 17989 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 11821 members 
Mstep: Class 12 contains 8526 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175549 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43336 members 
Mstep: Class 20 contains 26195 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700816.000000 Penalty: 43896.656250
Iteration 280F: 22 clusters Score -4.170082e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34557 members 
Mstep: Class 3 contains 17989 members 
Mstep: Class 4 contains 2899 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 11824 members 
Mstep: Class 12 contains 8521 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175553 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43338 members 
Mstep: Class 20 contains 26199 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700756.000000 Penalty: 43896.656250
Iteration 281Q: 22 clusters Score -4.170076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34551 members 
Mstep: Class 3 contains 17989 members 
Mstep: Class 4 contains 2895 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 11827 members 
Mstep: Class 12 contains 8517 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175556 members 
Mstep: Class 16 contains 12818 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43343 members 
Mstep: Class 20 contains 26201 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700800.000000 Penalty: 43896.656250
Iteration 282Q: 22 clusters Score -4.17008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34549 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 11826 members 
Mstep: Class 12 contains 8514 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175556 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43346 members 
Mstep: Class 20 contains 26206 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700788.000000 Penalty: 43896.656250
Iteration 283Q: 22 clusters Score -4.170079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34545 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 2883 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 11828 members 
Mstep: Class 12 contains 8509 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175551 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43350 members 
Mstep: Class 20 contains 26217 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700748.000000 Penalty: 43896.656250
Iteration 284Q: 22 clusters Score -4.170075e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34544 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 2871 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 11832 members 
Mstep: Class 12 contains 8508 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175544 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43355 members 
Mstep: Class 20 contains 26230 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700780.000000 Penalty: 43896.656250
Iteration 285Q: 22 clusters Score -4.170078e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34540 members 
Mstep: Class 3 contains 17991 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 11838 members 
Mstep: Class 12 contains 8507 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 175544 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43357 members 
Mstep: Class 20 contains 26239 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700764.000000 Penalty: 43896.656250
Iteration 286Q: 22 clusters Score -4.170076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34534 members 
Mstep: Class 3 contains 17991 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 11839 members 
Mstep: Class 12 contains 8509 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175551 members 
Mstep: Class 16 contains 12819 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43360 members 
Mstep: Class 20 contains 26240 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700744.000000 Penalty: 43896.656250
Iteration 287Q: 22 clusters Score -4.170074e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34529 members 
Mstep: Class 3 contains 17991 members 
Mstep: Class 4 contains 2852 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 11839 members 
Mstep: Class 12 contains 8506 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175560 members 
Mstep: Class 16 contains 12819 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43366 members 
Mstep: Class 20 contains 26238 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700756.000000 Penalty: 43896.656250
Iteration 288Q: 22 clusters Score -4.170076e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34522 members 
Mstep: Class 3 contains 17993 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 909 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 8506 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175560 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43372 members 
Mstep: Class 20 contains 26234 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700724.000000 Penalty: 43896.656250
Iteration 289Q: 22 clusters Score -4.170072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34516 members 
Mstep: Class 3 contains 17994 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 8507 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175564 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43374 members 
Mstep: Class 20 contains 26230 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700700.000000 Penalty: 43896.656250
Iteration 290Q: 22 clusters Score -4.17007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34512 members 
Mstep: Class 3 contains 17992 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 11840 members 
Mstep: Class 12 contains 8506 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175563 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43381 members 
Mstep: Class 20 contains 26230 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700660.000000 Penalty: 43896.656250
Iteration 291Q: 22 clusters Score -4.170066e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34508 members 
Mstep: Class 3 contains 17987 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 9 contains 4469 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 11843 members 
Mstep: Class 12 contains 8505 members 
Mstep: Class 13 contains 3724 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175555 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43391 members 
Mstep: Class 20 contains 26232 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700724.000000 Penalty: 43896.656250
Iteration 292Q: 22 clusters Score -4.170072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34500 members 
Mstep: Class 3 contains 17983 members 
Mstep: Class 4 contains 2844 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 9 contains 4470 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 11844 members 
Mstep: Class 12 contains 8504 members 
Mstep: Class 13 contains 3726 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175555 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43404 members 
Mstep: Class 20 contains 26230 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700736.000000 Penalty: 43896.656250
Iteration 293Q: 22 clusters Score -4.170074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34494 members 
Mstep: Class 3 contains 17980 members 
Mstep: Class 4 contains 2844 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 9 contains 4471 members 
Mstep: Class 10 contains 13726 members 
Mstep: Class 11 contains 11847 members 
Mstep: Class 12 contains 8504 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175556 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43413 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700772.000000 Penalty: 43896.656250
Iteration 294Q: 22 clusters Score -4.170077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34489 members 
Mstep: Class 3 contains 17979 members 
Mstep: Class 4 contains 2840 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 13726 members 
Mstep: Class 11 contains 11851 members 
Mstep: Class 12 contains 8502 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175558 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43417 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700752.000000 Penalty: 43896.656250
Iteration 295Q: 22 clusters Score -4.170075e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 34485 members 
Mstep: Class 3 contains 17979 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13723 members 
Mstep: Class 11 contains 11856 members 
Mstep: Class 12 contains 8498 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175563 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3695 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43420 members 
Mstep: Class 20 contains 26225 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700756.000000 Penalty: 43896.656250
Iteration 296Q: 22 clusters Score -4.170076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17978 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13721 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 8494 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175564 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3695 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43423 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700744.000000 Penalty: 43896.656250
Iteration 297Q: 22 clusters Score -4.170074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17977 members 
Mstep: Class 4 contains 2833 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13720 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 8493 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175558 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3695 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43428 members 
Mstep: Class 20 contains 26228 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700736.000000 Penalty: 43896.656250
Iteration 298Q: 22 clusters Score -4.170074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17975 members 
Mstep: Class 4 contains 2834 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13719 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 12 contains 8491 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175556 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3695 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43429 members 
Mstep: Class 20 contains 26227 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700708.000000 Penalty: 43896.656250
Iteration 299Q: 22 clusters Score -4.170071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17975 members 
Mstep: Class 4 contains 2830 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13718 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 8490 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175547 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43435 members 
Mstep: Class 20 contains 26231 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700684.000000 Penalty: 43896.656250
Iteration 300F: 22 clusters Score -4.170068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17975 members 
Mstep: Class 4 contains 2830 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13717 members 
Mstep: Class 11 contains 11887 members 
Mstep: Class 12 contains 8488 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175535 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43443 members 
Mstep: Class 20 contains 26232 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700700.000000 Penalty: 43896.656250
Iteration 301Q: 22 clusters Score -4.17007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2830 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11888 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175537 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43445 members 
Mstep: Class 20 contains 26233 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700676.000000 Penalty: 43896.656250
Iteration 302Q: 22 clusters Score -4.170068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11890 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175536 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43446 members 
Mstep: Class 20 contains 26236 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700656.000000 Penalty: 43896.656250
Iteration 303Q: 22 clusters Score -4.170066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34482 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2827 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11892 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175534 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43448 members 
Mstep: Class 20 contains 26240 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700680.000000 Penalty: 43896.656250
Iteration 304Q: 22 clusters Score -4.170068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34482 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2824 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175526 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43455 members 
Mstep: Class 20 contains 26241 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700668.000000 Penalty: 43896.656250
Iteration 305Q: 22 clusters Score -4.170067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11894 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175518 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43461 members 
Mstep: Class 20 contains 26248 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700668.000000 Penalty: 43896.656250
Iteration 306Q: 22 clusters Score -4.170067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2812 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11894 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175514 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43466 members 
Mstep: Class 20 contains 26255 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700676.000000 Penalty: 43896.656250
Iteration 307Q: 22 clusters Score -4.170068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2807 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11897 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175507 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43474 members 
Mstep: Class 20 contains 26259 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700676.000000 Penalty: 43896.656250
Iteration 308Q: 22 clusters Score -4.170068e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34483 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11902 members 
Mstep: Class 12 contains 8476 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175503 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43482 members 
Mstep: Class 20 contains 26253 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700672.000000 Penalty: 43896.656250
Iteration 309Q: 22 clusters Score -4.170067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34482 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 8477 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175496 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43485 members 
Mstep: Class 20 contains 26254 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700708.000000 Penalty: 43896.656250
Iteration 310Q: 22 clusters Score -4.170071e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34481 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11922 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175489 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43488 members 
Mstep: Class 20 contains 26252 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700716.000000 Penalty: 43896.656250
Iteration 311Q: 22 clusters Score -4.170072e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34481 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 8573 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11930 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175479 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43492 members 
Mstep: Class 20 contains 26257 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700724.000000 Penalty: 43896.656250
Iteration 312Q: 22 clusters Score -4.170072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34481 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 8572 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13715 members 
Mstep: Class 11 contains 11936 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175475 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 43494 members 
Mstep: Class 20 contains 26260 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700736.000000 Penalty: 43896.656250
Iteration 313Q: 22 clusters Score -4.170074e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34480 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 8572 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13714 members 
Mstep: Class 11 contains 11944 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175471 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43492 members 
Mstep: Class 20 contains 26267 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700720.000000 Penalty: 43896.656250
Iteration 314Q: 22 clusters Score -4.170072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34478 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2764 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13713 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175468 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43497 members 
Mstep: Class 20 contains 26274 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700752.000000 Penalty: 43896.656250
Iteration 315Q: 22 clusters Score -4.170075e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34476 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13712 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175469 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43500 members 
Mstep: Class 20 contains 26274 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700720.000000 Penalty: 43896.656250
Iteration 316Q: 22 clusters Score -4.170072e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34473 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13710 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175469 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43506 members 
Mstep: Class 20 contains 26277 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700768.000000 Penalty: 43896.656250
Iteration 317Q: 22 clusters Score -4.170077e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34472 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 2728 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 909 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 11977 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175468 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 43511 members 
Mstep: Class 20 contains 26282 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700788.000000 Penalty: 43896.656250
Iteration 318Q: 22 clusters Score -4.170079e+07 nChanged 59
Entering ConstructFrom: 
Score: -41700788.000000 Penalty: 43896.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -532638.500000 Penalty: 1375.845459
	Iteration 0F: 2 clusters Score -532638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -528773.000000 Penalty: 2751.690918
	Iteration 0F: 3 clusters Score -528773 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -529888.375000 Penalty: 2751.690918
	Iteration 1F: 3 clusters Score -529888.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -530069.812500 Penalty: 2751.690918
	Iteration 2F: 3 clusters Score -530069.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -530215.375000 Penalty: 2751.690918
	Iteration 3F: 3 clusters Score -530215.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -530325.750000 Penalty: 2751.690918
	Iteration 4Q: 3 clusters Score -530325.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -530399.625000 Penalty: 2751.690918
	Iteration 5Q: 3 clusters Score -530399.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -530451.562500 Penalty: 2751.690918
	Iteration 6Q: 3 clusters Score -530451.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -530498.500000 Penalty: 2751.690918
	Iteration 7Q: 3 clusters Score -530498.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -530542.625000 Penalty: 2751.690918
	Iteration 8Q: 3 clusters Score -530542.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -530578.187500 Penalty: 2751.690918
	Iteration 9Q: 3 clusters Score -530578.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -530613.875000 Penalty: 2751.690918
	Iteration 10Q: 3 clusters Score -530613.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -530643.937500 Penalty: 2751.690918
	Iteration 11Q: 3 clusters Score -530643.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -530677.687500 Penalty: 2751.690918
	Iteration 12Q: 3 clusters Score -530677.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -530715.500000 Penalty: 2751.690918
	Iteration 13Q: 3 clusters Score -530715.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -530744.375000 Penalty: 2751.690918
	Iteration 14Q: 3 clusters Score -530744.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -530774.562500 Penalty: 2751.690918
	Iteration 15Q: 3 clusters Score -530774.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -530810.625000 Penalty: 2751.690918
	Iteration 16Q: 3 clusters Score -530810.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -530847.812500 Penalty: 2751.690918
	Iteration 17Q: 3 clusters Score -530847.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -530889.375000 Penalty: 2751.690918
	Iteration 18Q: 3 clusters Score -530889.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -530930.687500 Penalty: 2751.690918
	Iteration 19Q: 3 clusters Score -530930.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -530973.750000 Penalty: 2751.690918
	Iteration 20F: 3 clusters Score -530973.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -531009.562500 Penalty: 2751.690918
	Iteration 21Q: 3 clusters Score -531009.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -531037.437500 Penalty: 2751.690918
	Iteration 22Q: 3 clusters Score -531037.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -531070.812500 Penalty: 2751.690918
	Iteration 23Q: 3 clusters Score -531070.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -531108.000000 Penalty: 2751.690918
	Iteration 24Q: 3 clusters Score -531108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -531147.562500 Penalty: 2751.690918
	Iteration 25Q: 3 clusters Score -531147.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -531186.125000 Penalty: 2751.690918
	Iteration 26Q: 3 clusters Score -531186.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -531215.375000 Penalty: 2751.690918
	Iteration 27Q: 3 clusters Score -531215.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -531243.937500 Penalty: 2751.690918
	Iteration 28Q: 3 clusters Score -531243.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -531272.562500 Penalty: 2751.690918
	Iteration 29Q: 3 clusters Score -531272.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -531296.437500 Penalty: 2751.690918
	Iteration 30Q: 3 clusters Score -531296.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -531315.312500 Penalty: 2751.690918
	Iteration 31Q: 3 clusters Score -531315.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -531324.500000 Penalty: 2751.690918
	Iteration 32Q: 3 clusters Score -531324.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -531335.000000 Penalty: 2751.690918
	Iteration 33Q: 3 clusters Score -531335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -531343.937500 Penalty: 2751.690918
	Iteration 34Q: 3 clusters Score -531343.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -531353.500000 Penalty: 2751.690918
	Iteration 35Q: 3 clusters Score -531353.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -531363.750000 Penalty: 2751.690918
	Iteration 36Q: 3 clusters Score -531363.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -531369.375000 Penalty: 2751.690918
	Iteration 37Q: 3 clusters Score -531369.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -531372.375000 Penalty: 2751.690918
	Iteration 38Q: 3 clusters Score -531372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -531377.187500 Penalty: 2751.690918
	Iteration 39Q: 3 clusters Score -531377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -531381.500000 Penalty: 2751.690918
	Iteration 40F: 3 clusters Score -531381.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -531386.062500 Penalty: 2751.690918
	Iteration 41Q: 3 clusters Score -531386.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -531390.312500 Penalty: 2751.690918
	Iteration 42Q: 3 clusters Score -531390.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -531395.000000 Penalty: 2751.690918
	Iteration 43Q: 3 clusters Score -531395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -531398.375000 Penalty: 2751.690918
	Iteration 44Q: 3 clusters Score -531398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -531402.937500 Penalty: 2751.690918
	Iteration 45Q: 3 clusters Score -531402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -531406.562500 Penalty: 2751.690918
	Iteration 46Q: 3 clusters Score -531406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -531409.562500 Penalty: 2751.690918
	Iteration 47Q: 3 clusters Score -531409.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -531416.437500 Penalty: 2751.690918
	Iteration 48Q: 3 clusters Score -531416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -531423.062500 Penalty: 2751.690918
	Iteration 49Q: 3 clusters Score -531423.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -531427.562500 Penalty: 2751.690918
	Iteration 50Q: 3 clusters Score -531427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -531432.187500 Penalty: 2751.690918
	Iteration 51Q: 3 clusters Score -531432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -531434.562500 Penalty: 2751.690918
	Iteration 52Q: 3 clusters Score -531434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -531436.500000 Penalty: 2751.690918
	Iteration 53Q: 3 clusters Score -531436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -531439.687500 Penalty: 2751.690918
	Iteration 54Q: 3 clusters Score -531439.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -531440.625000 Penalty: 2751.690918
	Iteration 55Q: 3 clusters Score -531440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -531441.437500 Penalty: 2751.690918
	Iteration 56Q: 3 clusters Score -531441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -531443.937500 Penalty: 2751.690918
	Iteration 57Q: 3 clusters Score -531443.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -531444.187500 Penalty: 2751.690918
	Iteration 58Q: 3 clusters Score -531444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -531444.187500 Penalty: 2751.690918
	Iteration 59F: 3 clusters Score -531444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Entering Unmasked Estep 
Score: -3864425.250000 Penalty: 1697.779541
	Iteration 0F: 2 clusters Score -3864425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3841392.750000 Penalty: 3395.559082
	Iteration 0F: 3 clusters Score -3841393 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3850037.750000 Penalty: 3395.559082
	Iteration 1F: 3 clusters Score -3850038 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3850504.250000 Penalty: 3395.559082
	Iteration 2Q: 3 clusters Score -3850504 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3851006.000000 Penalty: 3395.559082
	Iteration 3Q: 3 clusters Score -3851006 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -3851560.000000 Penalty: 3395.559082
	Iteration 4Q: 3 clusters Score -3851560 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3852173.750000 Penalty: 3395.559082
	Iteration 5Q: 3 clusters Score -3852174 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3852929.500000 Penalty: 3395.559082
	Iteration 6Q: 3 clusters Score -3852930 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3853869.250000 Penalty: 3395.559082
	Iteration 7Q: 3 clusters Score -3853869 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3855089.000000 Penalty: 3395.559082
	Iteration 8F: 3 clusters Score -3855089 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3856296.250000 Penalty: 3395.559082
	Iteration 9F: 3 clusters Score -3856296 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3857262.000000 Penalty: 3395.559082
	Iteration 10F: 3 clusters Score -3857262 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3857773.000000 Penalty: 3395.559082
	Iteration 11Q: 3 clusters Score -3857773 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3857991.750000 Penalty: 3395.559082
	Iteration 12Q: 3 clusters Score -3857992 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3858085.750000 Penalty: 3395.559082
	Iteration 13Q: 3 clusters Score -3858086 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3858166.750000 Penalty: 3395.559082
	Iteration 14Q: 3 clusters Score -3858167 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3858230.500000 Penalty: 3395.559082
	Iteration 15Q: 3 clusters Score -3858230 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3858340.750000 Penalty: 3395.559082
	Iteration 16Q: 3 clusters Score -3858341 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3858425.750000 Penalty: 3395.559082
	Iteration 17Q: 3 clusters Score -3858426 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3858470.500000 Penalty: 3395.559082
	Iteration 18Q: 3 clusters Score -3858470 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3858556.250000 Penalty: 3395.559082
	Iteration 19Q: 3 clusters Score -3858556 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3858635.500000 Penalty: 3395.559082
	Iteration 20F: 3 clusters Score -3858636 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3858698.250000 Penalty: 3395.559082
	Iteration 21Q: 3 clusters Score -3858698 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3858774.000000 Penalty: 3395.559082
	Iteration 22Q: 3 clusters Score -3858774 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3858862.000000 Penalty: 3395.559082
	Iteration 23Q: 3 clusters Score -3858862 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3858924.750000 Penalty: 3395.559082
	Iteration 24Q: 3 clusters Score -3858925 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3859010.250000 Penalty: 3395.559082
	Iteration 25Q: 3 clusters Score -3859010 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3859061.500000 Penalty: 3395.559082
	Iteration 26Q: 3 clusters Score -3859062 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3859108.500000 Penalty: 3395.559082
	Iteration 27Q: 3 clusters Score -3859108 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3859187.500000 Penalty: 3395.559082
	Iteration 28Q: 3 clusters Score -3859188 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3859293.000000 Penalty: 3395.559082
	Iteration 29Q: 3 clusters Score -3859293 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3859391.250000 Penalty: 3395.559082
	Iteration 30Q: 3 clusters Score -3859391 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3859484.500000 Penalty: 3395.559082
	Iteration 31Q: 3 clusters Score -3859484 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3859592.750000 Penalty: 3395.559082
	Iteration 32Q: 3 clusters Score -3859593 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3859737.250000 Penalty: 3395.559082
	Iteration 33Q: 3 clusters Score -3859737 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3859884.250000 Penalty: 3395.559082
	Iteration 34Q: 3 clusters Score -3859884 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3860051.750000 Penalty: 3395.559082
	Iteration 35Q: 3 clusters Score -3860052 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3860229.500000 Penalty: 3395.559082
	Iteration 36Q: 3 clusters Score -3860230 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3860380.500000 Penalty: 3395.559082
	Iteration 37Q: 3 clusters Score -3860380 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3860529.750000 Penalty: 3395.559082
	Iteration 38Q: 3 clusters Score -3860530 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3860706.000000 Penalty: 3395.559082
	Iteration 39Q: 3 clusters Score -3860706 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3860890.000000 Penalty: 3395.559082
	Iteration 40F: 3 clusters Score -3860890 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3861043.500000 Penalty: 3395.559082
	Iteration 41Q: 3 clusters Score -3861044 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3861202.250000 Penalty: 3395.559082
	Iteration 42Q: 3 clusters Score -3861202 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3861349.750000 Penalty: 3395.559082
	Iteration 43Q: 3 clusters Score -3861350 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3861501.750000 Penalty: 3395.559082
	Iteration 44Q: 3 clusters Score -3861502 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3861654.250000 Penalty: 3395.559082
	Iteration 45Q: 3 clusters Score -3861654 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3861835.500000 Penalty: 3395.559082
	Iteration 46Q: 3 clusters Score -3861836 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3861988.750000 Penalty: 3395.559082
	Iteration 47Q: 3 clusters Score -3861989 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3862111.750000 Penalty: 3395.559082
	Iteration 48Q: 3 clusters Score -3862112 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3862214.750000 Penalty: 3395.559082
	Iteration 49Q: 3 clusters Score -3862215 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3862306.500000 Penalty: 3395.559082
	Iteration 50Q: 3 clusters Score -3862306 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3862383.000000 Penalty: 3395.559082
	Iteration 51Q: 3 clusters Score -3862383 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3862417.750000 Penalty: 3395.559082
	Iteration 52Q: 3 clusters Score -3862418 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3862476.750000 Penalty: 3395.559082
	Iteration 53Q: 3 clusters Score -3862477 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3862499.250000 Penalty: 3395.559082
	Iteration 54Q: 3 clusters Score -3862499 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3862522.250000 Penalty: 3395.559082
	Iteration 55Q: 3 clusters Score -3862522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3862549.500000 Penalty: 3395.559082
	Iteration 56Q: 3 clusters Score -3862550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3862573.250000 Penalty: 3395.559082
	Iteration 57Q: 3 clusters Score -3862573 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3862594.000000 Penalty: 3395.559082
	Iteration 58Q: 3 clusters Score -3862594 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3862611.500000 Penalty: 3395.559082
	Iteration 59Q: 3 clusters Score -3862612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3862635.000000 Penalty: 3395.559082
	Iteration 60F: 3 clusters Score -3862635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3862659.250000 Penalty: 3395.559082
	Iteration 61Q: 3 clusters Score -3862659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3862670.750000 Penalty: 3395.559082
	Iteration 62Q: 3 clusters Score -3862671 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3862685.000000 Penalty: 3395.559082
	Iteration 63Q: 3 clusters Score -3862685 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3862711.750000 Penalty: 3395.559082
	Iteration 64Q: 3 clusters Score -3862712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3862724.250000 Penalty: 3395.559082
	Iteration 65Q: 3 clusters Score -3862724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3862739.500000 Penalty: 3395.559082
	Iteration 66Q: 3 clusters Score -3862740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3862759.000000 Penalty: 3395.559082
	Iteration 67Q: 3 clusters Score -3862759 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3862769.500000 Penalty: 3395.559082
	Iteration 68Q: 3 clusters Score -3862770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3862789.750000 Penalty: 3395.559082
	Iteration 69Q: 3 clusters Score -3862790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3862811.500000 Penalty: 3395.559082
	Iteration 70Q: 3 clusters Score -3862812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3862828.750000 Penalty: 3395.559082
	Iteration 71Q: 3 clusters Score -3862829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3862853.500000 Penalty: 3395.559082
	Iteration 72Q: 3 clusters Score -3862854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3862868.750000 Penalty: 3395.559082
	Iteration 73Q: 3 clusters Score -3862869 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3862875.750000 Penalty: 3395.559082
	Iteration 74Q: 3 clusters Score -3862876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3862899.250000 Penalty: 3395.559082
	Iteration 75Q: 3 clusters Score -3862899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3862926.000000 Penalty: 3395.559082
	Iteration 76Q: 3 clusters Score -3862926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3862922.750000 Penalty: 3395.559082
	Iteration 77Q: 3 clusters Score -3862923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3862931.250000 Penalty: 3395.559082
	Iteration 78Q: 3 clusters Score -3862931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3862930.750000 Penalty: 3395.559082
	Iteration 79Q: 3 clusters Score -3862931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3862935.000000 Penalty: 3395.559082
	Iteration 80F: 3 clusters Score -3862935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3862939.500000 Penalty: 3395.559082
	Iteration 81Q: 3 clusters Score -3862940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3862954.500000 Penalty: 3395.559082
	Iteration 82Q: 3 clusters Score -3862954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3862964.250000 Penalty: 3395.559082
	Iteration 83Q: 3 clusters Score -3862964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3862967.000000 Penalty: 3395.559082
	Iteration 84Q: 3 clusters Score -3862967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3862979.500000 Penalty: 3395.559082
	Iteration 85Q: 3 clusters Score -3862980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3862986.500000 Penalty: 3395.559082
	Iteration 86Q: 3 clusters Score -3862986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3862997.000000 Penalty: 3395.559082
	Iteration 87Q: 3 clusters Score -3862997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3863010.500000 Penalty: 3395.559082
	Iteration 88Q: 3 clusters Score -3863010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3863020.000000 Penalty: 3395.559082
	Iteration 89Q: 3 clusters Score -3863020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3863026.750000 Penalty: 3395.559082
	Iteration 90Q: 3 clusters Score -3863027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3863035.250000 Penalty: 3395.559082
	Iteration 91Q: 3 clusters Score -3863035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3863039.500000 Penalty: 3395.559082
	Iteration 92Q: 3 clusters Score -3863040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3863043.500000 Penalty: 3395.559082
	Iteration 93Q: 3 clusters Score -3863044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3863042.750000 Penalty: 3395.559082
	Iteration 94Q: 3 clusters Score -3863043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3863046.500000 Penalty: 3395.559082
	Iteration 95Q: 3 clusters Score -3863046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3863051.250000 Penalty: 3395.559082
	Iteration 96Q: 3 clusters Score -3863051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3863051.750000 Penalty: 3395.559082
	Iteration 97Q: 3 clusters Score -3863052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3863052.250000 Penalty: 3395.559082
	Iteration 98Q: 3 clusters Score -3863052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3863050.750000 Penalty: 3395.559082
	Iteration 99Q: 3 clusters Score -3863051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3863053.500000 Penalty: 3395.559082
	Iteration 100F: 3 clusters Score -3863054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3863053.750000 Penalty: 3395.559082
	Iteration 101Q: 3 clusters Score -3863054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3863055.000000 Penalty: 3395.559082
	Iteration 102Q: 3 clusters Score -3863055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3863054.000000 Penalty: 3395.559082
	Iteration 103Q: 3 clusters Score -3863054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3863055.500000 Penalty: 3395.559082
	Iteration 104Q: 3 clusters Score -3863056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3863058.250000 Penalty: 3395.559082
	Iteration 105Q: 3 clusters Score -3863058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3863058.250000 Penalty: 3395.559082
	Iteration 106Q: 3 clusters Score -3863058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3863058.250000 Penalty: 3395.559082
	Iteration 107Q: 3 clusters Score -3863058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3863063.000000 Penalty: 3395.559082
	Iteration 108Q: 3 clusters Score -3863063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3863062.500000 Penalty: 3395.559082
	Iteration 109Q: 3 clusters Score -3863062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3863066.750000 Penalty: 3395.559082
	Iteration 110Q: 3 clusters Score -3863067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3863070.000000 Penalty: 3395.559082
	Iteration 111Q: 3 clusters Score -3863070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3863071.750000 Penalty: 3395.559082
	Iteration 112Q: 3 clusters Score -3863072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3863070.250000 Penalty: 3395.559082
	Iteration 113Q: 3 clusters Score -3863070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3863075.000000 Penalty: 3395.559082
	Iteration 114Q: 3 clusters Score -3863075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3863077.750000 Penalty: 3395.559082
	Iteration 115Q: 3 clusters Score -3863078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3863081.500000 Penalty: 3395.559082
	Iteration 116Q: 3 clusters Score -3863082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3863086.000000 Penalty: 3395.559082
	Iteration 117Q: 3 clusters Score -3863086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3863088.250000 Penalty: 3395.559082
	Iteration 118Q: 3 clusters Score -3863088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3863093.000000 Penalty: 3395.559082
	Iteration 119Q: 3 clusters Score -3863093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3863094.500000 Penalty: 3395.559082
	Iteration 120F: 3 clusters Score -3863094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3863096.500000 Penalty: 3395.559082
	Iteration 121Q: 3 clusters Score -3863096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3863099.500000 Penalty: 3395.559082
	Iteration 122Q: 3 clusters Score -3863100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3863101.250000 Penalty: 3395.559082
	Iteration 123Q: 3 clusters Score -3863101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3863101.250000 Penalty: 3395.559082
	Iteration 124F: 3 clusters Score -3863101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Entering Unmasked Estep 
Score: -2035488.625000 Penalty: 1591.942627
	Iteration 0F: 2 clusters Score -2035489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2023131.250000 Penalty: 3183.885254
	Iteration 0F: 3 clusters Score -2023131 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2027685.375000 Penalty: 3183.885254
	Iteration 1F: 3 clusters Score -2027685 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2028048.875000 Penalty: 3183.885254
	Iteration 2F: 3 clusters Score -2028049 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2028433.625000 Penalty: 3183.885254
	Iteration 3Q: 3 clusters Score -2028434 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2028958.125000 Penalty: 3183.885254
	Iteration 4F: 3 clusters Score -2028958 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2029591.375000 Penalty: 3183.885254
	Iteration 5F: 3 clusters Score -2029591 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2030437.250000 Penalty: 3183.885254
	Iteration 6F: 3 clusters Score -2030437 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2031420.250000 Penalty: 3183.885254
	Iteration 7F: 3 clusters Score -2031420 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2032320.250000 Penalty: 3183.885254
	Iteration 8F: 3 clusters Score -2032320 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2032965.125000 Penalty: 3183.885254
	Iteration 9Q: 3 clusters Score -2032965 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2033388.500000 Penalty: 3183.885254
	Iteration 10Q: 3 clusters Score -2033388 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2033643.250000 Penalty: 3183.885254
	Iteration 11Q: 3 clusters Score -2033643 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2033835.750000 Penalty: 3183.885254
	Iteration 12Q: 3 clusters Score -2033836 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2033943.500000 Penalty: 3183.885254
	Iteration 13Q: 3 clusters Score -2033944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2034013.250000 Penalty: 3183.885254
	Iteration 14Q: 3 clusters Score -2034013 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2034064.375000 Penalty: 3183.885254
	Iteration 15Q: 3 clusters Score -2034064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2034093.000000 Penalty: 3183.885254
	Iteration 16Q: 3 clusters Score -2034093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2034104.125000 Penalty: 3183.885254
	Iteration 17Q: 3 clusters Score -2034104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2034123.000000 Penalty: 3183.885254
	Iteration 18Q: 3 clusters Score -2034123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2034141.750000 Penalty: 3183.885254
	Iteration 19Q: 3 clusters Score -2034142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2034154.875000 Penalty: 3183.885254
	Iteration 20F: 3 clusters Score -2034155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2034159.375000 Penalty: 3183.885254
	Iteration 21Q: 3 clusters Score -2034159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2034163.875000 Penalty: 3183.885254
	Iteration 22Q: 3 clusters Score -2034164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2034166.625000 Penalty: 3183.885254
	Iteration 23Q: 3 clusters Score -2034167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2034168.375000 Penalty: 3183.885254
	Iteration 24Q: 3 clusters Score -2034168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2034173.125000 Penalty: 3183.885254
	Iteration 25Q: 3 clusters Score -2034173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2034173.125000 Penalty: 3183.885254
	Iteration 26Q: 3 clusters Score -2034173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2034173.625000 Penalty: 3183.885254
	Iteration 27Q: 3 clusters Score -2034174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2034173.625000 Penalty: 3183.885254
	Iteration 28F: 3 clusters Score -2034174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -288680.906250 Penalty: 1284.394409
	Iteration 0F: 2 clusters Score -288680.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286114.812500 Penalty: 2568.788818
	Iteration 0F: 3 clusters Score -286114.8 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -286704.875000 Penalty: 2568.788818
	Iteration 1F: 3 clusters Score -286704.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -286825.781250 Penalty: 2568.788818
	Iteration 2F: 3 clusters Score -286825.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -286894.750000 Penalty: 2568.788818
	Iteration 3Q: 3 clusters Score -286894.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -286943.343750 Penalty: 2568.788818
	Iteration 4Q: 3 clusters Score -286943.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -286981.687500 Penalty: 2568.788818
	Iteration 5Q: 3 clusters Score -286981.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -287009.406250 Penalty: 2568.788818
	Iteration 6Q: 3 clusters Score -287009.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -287031.625000 Penalty: 2568.788818
	Iteration 7Q: 3 clusters Score -287031.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -287053.562500 Penalty: 2568.788818
	Iteration 8Q: 3 clusters Score -287053.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -287082.656250 Penalty: 2568.788818
	Iteration 9Q: 3 clusters Score -287082.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -287111.250000 Penalty: 2568.788818
	Iteration 10Q: 3 clusters Score -287111.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -287136.718750 Penalty: 2568.788818
	Iteration 11Q: 3 clusters Score -287136.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -287153.656250 Penalty: 2568.788818
	Iteration 12Q: 3 clusters Score -287153.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -287170.312500 Penalty: 2568.788818
	Iteration 13Q: 3 clusters Score -287170.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -287194.687500 Penalty: 2568.788818
	Iteration 14Q: 3 clusters Score -287194.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -287224.781250 Penalty: 2568.788818
	Iteration 15Q: 3 clusters Score -287224.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -287259.156250 Penalty: 2568.788818
	Iteration 16Q: 3 clusters Score -287259.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -287300.343750 Penalty: 2568.788818
	Iteration 17Q: 3 clusters Score -287300.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -287345.125000 Penalty: 2568.788818
	Iteration 18Q: 3 clusters Score -287345.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -287386.625000 Penalty: 2568.788818
	Iteration 19Q: 3 clusters Score -287386.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -287436.125000 Penalty: 2568.788818
	Iteration 20F: 3 clusters Score -287436.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -287485.531250 Penalty: 2568.788818
	Iteration 21Q: 3 clusters Score -287485.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -287529.437500 Penalty: 2568.788818
	Iteration 22Q: 3 clusters Score -287529.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -287576.875000 Penalty: 2568.788818
	Iteration 23Q: 3 clusters Score -287576.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -287617.718750 Penalty: 2568.788818
	Iteration 24Q: 3 clusters Score -287617.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -287655.031250 Penalty: 2568.788818
	Iteration 25Q: 3 clusters Score -287655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -287685.968750 Penalty: 2568.788818
	Iteration 26Q: 3 clusters Score -287686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -287699.875000 Penalty: 2568.788818
	Iteration 27Q: 3 clusters Score -287699.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -287715.375000 Penalty: 2568.788818
	Iteration 28Q: 3 clusters Score -287715.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -287731.562500 Penalty: 2568.788818
	Iteration 29Q: 3 clusters Score -287731.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -287741.375000 Penalty: 2568.788818
	Iteration 30Q: 3 clusters Score -287741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -287750.500000 Penalty: 2568.788818
	Iteration 31Q: 3 clusters Score -287750.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -287760.812500 Penalty: 2568.788818
	Iteration 32Q: 3 clusters Score -287760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -287769.468750 Penalty: 2568.788818
	Iteration 33Q: 3 clusters Score -287769.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -287778.687500 Penalty: 2568.788818
	Iteration 34Q: 3 clusters Score -287778.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -287785.718750 Penalty: 2568.788818
	Iteration 35Q: 3 clusters Score -287785.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -287789.375000 Penalty: 2568.788818
	Iteration 36Q: 3 clusters Score -287789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -287793.750000 Penalty: 2568.788818
	Iteration 37Q: 3 clusters Score -287793.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -287798.062500 Penalty: 2568.788818
	Iteration 38Q: 3 clusters Score -287798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -287801.281250 Penalty: 2568.788818
	Iteration 39Q: 3 clusters Score -287801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -287804.593750 Penalty: 2568.788818
	Iteration 40F: 3 clusters Score -287804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -287808.875000 Penalty: 2568.788818
	Iteration 41Q: 3 clusters Score -287808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -287810.843750 Penalty: 2568.788818
	Iteration 42Q: 3 clusters Score -287810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -287813.000000 Penalty: 2568.788818
	Iteration 43Q: 3 clusters Score -287813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -287815.000000 Penalty: 2568.788818
	Iteration 44Q: 3 clusters Score -287815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -287814.656250 Penalty: 2568.788818
	Iteration 45Q: 3 clusters Score -287814.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -287814.656250 Penalty: 2568.788818
	Iteration 46F: 3 clusters Score -287814.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Entering Unmasked Estep 
Score: -926113.437500 Penalty: 1471.603638
	Iteration 0F: 2 clusters Score -926113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -919895.125000 Penalty: 2943.207275
	Iteration 0F: 3 clusters Score -919895.1 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -922374.250000 Penalty: 2943.207275
	Iteration 1F: 3 clusters Score -922374.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -923270.625000 Penalty: 2943.207275
	Iteration 2F: 3 clusters Score -923270.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -924088.625000 Penalty: 2943.207275
	Iteration 3F: 3 clusters Score -924088.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -924680.937500 Penalty: 2943.207275
	Iteration 4F: 3 clusters Score -924680.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -925084.500000 Penalty: 2943.207275
	Iteration 5F: 3 clusters Score -925084.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -925355.812500 Penalty: 2943.207275
	Iteration 6Q: 3 clusters Score -925355.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -925497.687500 Penalty: 2943.207275
	Iteration 7Q: 3 clusters Score -925497.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -925604.500000 Penalty: 2943.207275
	Iteration 8Q: 3 clusters Score -925604.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -925691.000000 Penalty: 2943.207275
	Iteration 9Q: 3 clusters Score -925691 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -925749.000000 Penalty: 2943.207275
	Iteration 10Q: 3 clusters Score -925749 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -925795.187500 Penalty: 2943.207275
	Iteration 11Q: 3 clusters Score -925795.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -925829.437500 Penalty: 2943.207275
	Iteration 12Q: 3 clusters Score -925829.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -925857.062500 Penalty: 2943.207275
	Iteration 13Q: 3 clusters Score -925857.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -925878.875000 Penalty: 2943.207275
	Iteration 14Q: 3 clusters Score -925878.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -925899.687500 Penalty: 2943.207275
	Iteration 15Q: 3 clusters Score -925899.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -925919.250000 Penalty: 2943.207275
	Iteration 16Q: 3 clusters Score -925919.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -925933.062500 Penalty: 2943.207275
	Iteration 17Q: 3 clusters Score -925933.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -925945.312500 Penalty: 2943.207275
	Iteration 18Q: 3 clusters Score -925945.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -925956.625000 Penalty: 2943.207275
	Iteration 19Q: 3 clusters Score -925956.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -925969.875000 Penalty: 2943.207275
	Iteration 20F: 3 clusters Score -925969.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -925976.750000 Penalty: 2943.207275
	Iteration 21Q: 3 clusters Score -925976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -925987.062500 Penalty: 2943.207275
	Iteration 22Q: 3 clusters Score -925987.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -925993.937500 Penalty: 2943.207275
	Iteration 23Q: 3 clusters Score -925993.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -926002.312500 Penalty: 2943.207275
	Iteration 24Q: 3 clusters Score -926002.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -926008.687500 Penalty: 2943.207275
	Iteration 25Q: 3 clusters Score -926008.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -926010.125000 Penalty: 2943.207275
	Iteration 26Q: 3 clusters Score -926010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -926010.000000 Penalty: 2943.207275
	Iteration 27Q: 3 clusters Score -926010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -926010.437500 Penalty: 2943.207275
	Iteration 28Q: 3 clusters Score -926010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -926011.375000 Penalty: 2943.207275
	Iteration 29Q: 3 clusters Score -926011.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -926012.750000 Penalty: 2943.207275
	Iteration 30Q: 3 clusters Score -926012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -926012.437500 Penalty: 2943.207275
	Iteration 31Q: 3 clusters Score -926012.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -926012.437500 Penalty: 2943.207275
	Iteration 32F: 3 clusters Score -926012.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -96407.460938 Penalty: 1106.827271
	Iteration 0F: 2 clusters Score -96407.46 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 466 members 
Entering Unmasked Estep 
Score: -95009.906250 Penalty: 2213.654541
	Iteration 0F: 3 clusters Score -95009.91 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95246.132812 Penalty: 2213.654541
	Iteration 1F: 3 clusters Score -95246.13 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95319.679688 Penalty: 2213.654541
	Iteration 2F: 3 clusters Score -95319.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95349.593750 Penalty: 2213.654541
	Iteration 3Q: 3 clusters Score -95349.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95364.476562 Penalty: 2213.654541
	Iteration 4Q: 3 clusters Score -95364.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95378.140625 Penalty: 2213.654541
	Iteration 5Q: 3 clusters Score -95378.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -95382.835938 Penalty: 2213.654541
	Iteration 6Q: 3 clusters Score -95382.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95383.328125 Penalty: 2213.654541
	Iteration 7Q: 3 clusters Score -95383.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95383.328125 Penalty: 2213.654541
	Iteration 8F: 3 clusters Score -95383.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -171947.796875 Penalty: 1207.297119
	Iteration 0F: 2 clusters Score -171947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -170081.843750 Penalty: 2414.594238
	Iteration 0F: 3 clusters Score -170081.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -170642.812500 Penalty: 2414.594238
	Iteration 1F: 3 clusters Score -170642.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -170919.000000 Penalty: 2414.594238
	Iteration 2F: 3 clusters Score -170919 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -171113.687500 Penalty: 2414.594238
	Iteration 3F: 3 clusters Score -171113.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -171260.156250 Penalty: 2414.594238
	Iteration 4F: 3 clusters Score -171260.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -171370.437500 Penalty: 2414.594238
	Iteration 5Q: 3 clusters Score -171370.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -171429.375000 Penalty: 2414.594238
	Iteration 6Q: 3 clusters Score -171429.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -171462.625000 Penalty: 2414.594238
	Iteration 7Q: 3 clusters Score -171462.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -171480.437500 Penalty: 2414.594238
	Iteration 8Q: 3 clusters Score -171480.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -171499.984375 Penalty: 2414.594238
	Iteration 9Q: 3 clusters Score -171500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -171510.125000 Penalty: 2414.594238
	Iteration 10Q: 3 clusters Score -171510.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -171517.375000 Penalty: 2414.594238
	Iteration 11Q: 3 clusters Score -171517.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -171522.875000 Penalty: 2414.594238
	Iteration 12Q: 3 clusters Score -171522.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -171527.203125 Penalty: 2414.594238
	Iteration 13Q: 3 clusters Score -171527.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -171531.078125 Penalty: 2414.594238
	Iteration 14Q: 3 clusters Score -171531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -171533.859375 Penalty: 2414.594238
	Iteration 15Q: 3 clusters Score -171533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -171535.750000 Penalty: 2414.594238
	Iteration 16Q: 3 clusters Score -171535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -171536.359375 Penalty: 2414.594238
	Iteration 17Q: 3 clusters Score -171536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -171536.453125 Penalty: 2414.594238
	Iteration 18Q: 3 clusters Score -171536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -171537.031250 Penalty: 2414.594238
	Iteration 19Q: 3 clusters Score -171537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -171537.656250 Penalty: 2414.594238
	Iteration 20F: 3 clusters Score -171537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -171537.968750 Penalty: 2414.594238
	Iteration 21Q: 3 clusters Score -171538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -171537.968750 Penalty: 2414.594238
	Iteration 22F: 3 clusters Score -171538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -496023.750000 Penalty: 1366.090210
	Iteration 0F: 2 clusters Score -496023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -492383.937500 Penalty: 2732.180420
	Iteration 0F: 3 clusters Score -492383.9 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -493322.062500 Penalty: 2732.180420
	Iteration 1F: 3 clusters Score -493322.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -493512.906250 Penalty: 2732.180420
	Iteration 2F: 3 clusters Score -493512.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -493628.718750 Penalty: 2732.180420
	Iteration 3F: 3 clusters Score -493628.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -493712.468750 Penalty: 2732.180420
	Iteration 4Q: 3 clusters Score -493712.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -493779.437500 Penalty: 2732.180420
	Iteration 5Q: 3 clusters Score -493779.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -493843.843750 Penalty: 2732.180420
	Iteration 6Q: 3 clusters Score -493843.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -493908.593750 Penalty: 2732.180420
	Iteration 7Q: 3 clusters Score -493908.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -493974.875000 Penalty: 2732.180420
	Iteration 8Q: 3 clusters Score -493974.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -494048.468750 Penalty: 2732.180420
	Iteration 9Q: 3 clusters Score -494048.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -494132.750000 Penalty: 2732.180420
	Iteration 10Q: 3 clusters Score -494132.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -494213.656250 Penalty: 2732.180420
	Iteration 11Q: 3 clusters Score -494213.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -494295.343750 Penalty: 2732.180420
	Iteration 12Q: 3 clusters Score -494295.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -494375.187500 Penalty: 2732.180420
	Iteration 13Q: 3 clusters Score -494375.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -494465.156250 Penalty: 2732.180420
	Iteration 14Q: 3 clusters Score -494465.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -494551.437500 Penalty: 2732.180420
	Iteration 15Q: 3 clusters Score -494551.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -494633.281250 Penalty: 2732.180420
	Iteration 16Q: 3 clusters Score -494633.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -494685.218750 Penalty: 2732.180420
	Iteration 17Q: 3 clusters Score -494685.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -494718.156250 Penalty: 2732.180420
	Iteration 18Q: 3 clusters Score -494718.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -494749.312500 Penalty: 2732.180420
	Iteration 19Q: 3 clusters Score -494749.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -494775.718750 Penalty: 2732.180420
	Iteration 20F: 3 clusters Score -494775.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -494792.500000 Penalty: 2732.180420
	Iteration 21Q: 3 clusters Score -494792.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -494804.500000 Penalty: 2732.180420
	Iteration 22Q: 3 clusters Score -494804.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -494813.375000 Penalty: 2732.180420
	Iteration 23Q: 3 clusters Score -494813.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -494820.187500 Penalty: 2732.180420
	Iteration 24Q: 3 clusters Score -494820.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -494828.031250 Penalty: 2732.180420
	Iteration 25Q: 3 clusters Score -494828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -494831.093750 Penalty: 2732.180420
	Iteration 26Q: 3 clusters Score -494831.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -494834.531250 Penalty: 2732.180420
	Iteration 27Q: 3 clusters Score -494834.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -494835.906250 Penalty: 2732.180420
	Iteration 28Q: 3 clusters Score -494835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -494837.531250 Penalty: 2732.180420
	Iteration 29Q: 3 clusters Score -494837.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -494838.312500 Penalty: 2732.180420
	Iteration 30Q: 3 clusters Score -494838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -494838.187500 Penalty: 2732.180420
	Iteration 31Q: 3 clusters Score -494838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -494839.187500 Penalty: 2732.180420
	Iteration 32Q: 3 clusters Score -494839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -494840.562500 Penalty: 2732.180420
	Iteration 33Q: 3 clusters Score -494840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -494841.656250 Penalty: 2732.180420
	Iteration 34Q: 3 clusters Score -494841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -494841.375000 Penalty: 2732.180420
	Iteration 35Q: 3 clusters Score -494841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -494841.375000 Penalty: 2732.180420
	Iteration 36F: 3 clusters Score -494841.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Entering Unmasked Estep 
Score: -1547691.500000 Penalty: 1547.967407
	Iteration 0F: 2 clusters Score -1547692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1538141.750000 Penalty: 3095.934814
	Iteration 0F: 3 clusters Score -1538142 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1541359.875000 Penalty: 3095.934814
	Iteration 1F: 3 clusters Score -1541360 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1541638.125000 Penalty: 3095.934814
	Iteration 2F: 3 clusters Score -1541638 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1541896.125000 Penalty: 3095.934814
	Iteration 3Q: 3 clusters Score -1541896 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1542150.250000 Penalty: 3095.934814
	Iteration 4Q: 3 clusters Score -1542150 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1542417.250000 Penalty: 3095.934814
	Iteration 5Q: 3 clusters Score -1542417 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1542681.875000 Penalty: 3095.934814
	Iteration 6Q: 3 clusters Score -1542682 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1543047.500000 Penalty: 3095.934814
	Iteration 7Q: 3 clusters Score -1543048 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1543473.750000 Penalty: 3095.934814
	Iteration 8Q: 3 clusters Score -1543474 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1543983.375000 Penalty: 3095.934814
	Iteration 9F: 3 clusters Score -1543983 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1544554.750000 Penalty: 3095.934814
	Iteration 10F: 3 clusters Score -1544555 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1545004.750000 Penalty: 3095.934814
	Iteration 11Q: 3 clusters Score -1545005 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1545349.750000 Penalty: 3095.934814
	Iteration 12Q: 3 clusters Score -1545350 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1545598.500000 Penalty: 3095.934814
	Iteration 13Q: 3 clusters Score -1545598 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1545803.000000 Penalty: 3095.934814
	Iteration 14Q: 3 clusters Score -1545803 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1545961.875000 Penalty: 3095.934814
	Iteration 15Q: 3 clusters Score -1545962 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1546063.500000 Penalty: 3095.934814
	Iteration 16Q: 3 clusters Score -1546064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1546138.375000 Penalty: 3095.934814
	Iteration 17Q: 3 clusters Score -1546138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1546189.375000 Penalty: 3095.934814
	Iteration 18Q: 3 clusters Score -1546189 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1546237.625000 Penalty: 3095.934814
	Iteration 19Q: 3 clusters Score -1546238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1546266.250000 Penalty: 3095.934814
	Iteration 20F: 3 clusters Score -1546266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1546294.000000 Penalty: 3095.934814
	Iteration 21Q: 3 clusters Score -1546294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1546312.750000 Penalty: 3095.934814
	Iteration 22Q: 3 clusters Score -1546313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1546319.500000 Penalty: 3095.934814
	Iteration 23Q: 3 clusters Score -1546320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1546330.000000 Penalty: 3095.934814
	Iteration 24Q: 3 clusters Score -1546330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1546342.375000 Penalty: 3095.934814
	Iteration 25Q: 3 clusters Score -1546342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1546347.500000 Penalty: 3095.934814
	Iteration 26Q: 3 clusters Score -1546348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1546356.625000 Penalty: 3095.934814
	Iteration 27Q: 3 clusters Score -1546357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1546357.875000 Penalty: 3095.934814
	Iteration 28Q: 3 clusters Score -1546358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1546363.500000 Penalty: 3095.934814
	Iteration 29Q: 3 clusters Score -1546364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1546368.000000 Penalty: 3095.934814
	Iteration 30Q: 3 clusters Score -1546368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1546371.250000 Penalty: 3095.934814
	Iteration 31Q: 3 clusters Score -1546371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1546375.750000 Penalty: 3095.934814
	Iteration 32Q: 3 clusters Score -1546376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1546382.500000 Penalty: 3095.934814
	Iteration 33Q: 3 clusters Score -1546382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1546385.125000 Penalty: 3095.934814
	Iteration 34Q: 3 clusters Score -1546385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1546386.750000 Penalty: 3095.934814
	Iteration 35Q: 3 clusters Score -1546387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1546386.750000 Penalty: 3095.934814
	Iteration 36F: 3 clusters Score -1546387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Entering Unmasked Estep 
Score: -1300387.125000 Penalty: 1526.117920
	Iteration 0F: 2 clusters Score -1300387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1291961.875000 Penalty: 3052.235840
	Iteration 0F: 3 clusters Score -1291962 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1294703.125000 Penalty: 3052.235840
	Iteration 1F: 3 clusters Score -1294703 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1294910.125000 Penalty: 3052.235840
	Iteration 2F: 3 clusters Score -1294910 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1295055.250000 Penalty: 3052.235840
	Iteration 3Q: 3 clusters Score -1295055 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1295186.500000 Penalty: 3052.235840
	Iteration 4Q: 3 clusters Score -1295186 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1295311.250000 Penalty: 3052.235840
	Iteration 5Q: 3 clusters Score -1295311 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1295421.500000 Penalty: 3052.235840
	Iteration 6Q: 3 clusters Score -1295422 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1295531.125000 Penalty: 3052.235840
	Iteration 7Q: 3 clusters Score -1295531 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1295648.125000 Penalty: 3052.235840
	Iteration 8Q: 3 clusters Score -1295648 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1295787.625000 Penalty: 3052.235840
	Iteration 9Q: 3 clusters Score -1295788 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1295956.875000 Penalty: 3052.235840
	Iteration 10Q: 3 clusters Score -1295957 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1296162.375000 Penalty: 3052.235840
	Iteration 11Q: 3 clusters Score -1296162 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1296449.375000 Penalty: 3052.235840
	Iteration 12Q: 3 clusters Score -1296449 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1296803.000000 Penalty: 3052.235840
	Iteration 13Q: 3 clusters Score -1296803 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1297166.125000 Penalty: 3052.235840
	Iteration 14Q: 3 clusters Score -1297166 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1297477.750000 Penalty: 3052.235840
	Iteration 15Q: 3 clusters Score -1297478 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1297740.500000 Penalty: 3052.235840
	Iteration 16Q: 3 clusters Score -1297740 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1297986.500000 Penalty: 3052.235840
	Iteration 17Q: 3 clusters Score -1297986 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1298201.125000 Penalty: 3052.235840
	Iteration 18Q: 3 clusters Score -1298201 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1298376.125000 Penalty: 3052.235840
	Iteration 19Q: 3 clusters Score -1298376 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1298522.750000 Penalty: 3052.235840
	Iteration 20F: 3 clusters Score -1298523 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1298639.125000 Penalty: 3052.235840
	Iteration 21Q: 3 clusters Score -1298639 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1298748.125000 Penalty: 3052.235840
	Iteration 22Q: 3 clusters Score -1298748 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1298841.375000 Penalty: 3052.235840
	Iteration 23Q: 3 clusters Score -1298841 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1298910.000000 Penalty: 3052.235840
	Iteration 24Q: 3 clusters Score -1298910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1298963.625000 Penalty: 3052.235840
	Iteration 25Q: 3 clusters Score -1298964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1299003.500000 Penalty: 3052.235840
	Iteration 26Q: 3 clusters Score -1299004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1299040.125000 Penalty: 3052.235840
	Iteration 27Q: 3 clusters Score -1299040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1299069.500000 Penalty: 3052.235840
	Iteration 28Q: 3 clusters Score -1299070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1299087.250000 Penalty: 3052.235840
	Iteration 29Q: 3 clusters Score -1299087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1299097.500000 Penalty: 3052.235840
	Iteration 30Q: 3 clusters Score -1299098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1299102.750000 Penalty: 3052.235840
	Iteration 31Q: 3 clusters Score -1299103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1299107.125000 Penalty: 3052.235840
	Iteration 32Q: 3 clusters Score -1299107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1299106.375000 Penalty: 3052.235840
	Iteration 33Q: 3 clusters Score -1299106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1299110.250000 Penalty: 3052.235840
	Iteration 34Q: 3 clusters Score -1299110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1299112.000000 Penalty: 3052.235840
	Iteration 35Q: 3 clusters Score -1299112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1299114.000000 Penalty: 3052.235840
	Iteration 36Q: 3 clusters Score -1299114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1299117.625000 Penalty: 3052.235840
	Iteration 37Q: 3 clusters Score -1299118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1299118.375000 Penalty: 3052.235840
	Iteration 38Q: 3 clusters Score -1299118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1299119.125000 Penalty: 3052.235840
	Iteration 39Q: 3 clusters Score -1299119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1299124.125000 Penalty: 3052.235840
	Iteration 40F: 3 clusters Score -1299124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1299124.625000 Penalty: 3052.235840
	Iteration 41Q: 3 clusters Score -1299125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1299124.875000 Penalty: 3052.235840
	Iteration 42Q: 3 clusters Score -1299125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1299123.375000 Penalty: 3052.235840
	Iteration 43Q: 3 clusters Score -1299123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1299124.375000 Penalty: 3052.235840
	Iteration 44Q: 3 clusters Score -1299124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1299124.000000 Penalty: 3052.235840
	Iteration 45Q: 3 clusters Score -1299124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1299123.750000 Penalty: 3052.235840
	Iteration 46Q: 3 clusters Score -1299124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1299123.875000 Penalty: 3052.235840
	Iteration 47Q: 3 clusters Score -1299124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1299125.875000 Penalty: 3052.235840
	Iteration 48Q: 3 clusters Score -1299126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1299123.250000 Penalty: 3052.235840
	Iteration 49Q: 3 clusters Score -1299123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1299125.625000 Penalty: 3052.235840
	Iteration 50Q: 3 clusters Score -1299126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1299127.125000 Penalty: 3052.235840
	Iteration 51Q: 3 clusters Score -1299127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1299126.500000 Penalty: 3052.235840
	Iteration 52Q: 3 clusters Score -1299126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1299126.125000 Penalty: 3052.235840
	Iteration 53Q: 3 clusters Score -1299126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1299127.875000 Penalty: 3052.235840
	Iteration 54Q: 3 clusters Score -1299128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1299130.125000 Penalty: 3052.235840
	Iteration 55Q: 3 clusters Score -1299130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1299130.625000 Penalty: 3052.235840
	Iteration 56Q: 3 clusters Score -1299131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1299129.750000 Penalty: 3052.235840
	Iteration 57Q: 3 clusters Score -1299130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1299129.000000 Penalty: 3052.235840
	Iteration 58Q: 3 clusters Score -1299129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1299128.875000 Penalty: 3052.235840
	Iteration 59Q: 3 clusters Score -1299129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1299130.000000 Penalty: 3052.235840
	Iteration 60F: 3 clusters Score -1299130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1299129.125000 Penalty: 3052.235840
	Iteration 61Q: 3 clusters Score -1299129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1299129.125000 Penalty: 3052.235840
	Iteration 62F: 3 clusters Score -1299129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Entering Unmasked Estep 
Score: -864376.375000 Penalty: 1469.907349
	Iteration 0F: 2 clusters Score -864376.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -858167.687500 Penalty: 2939.814697
	Iteration 0F: 3 clusters Score -858167.7 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -860210.937500 Penalty: 2939.814697
	Iteration 1F: 3 clusters Score -860210.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -860505.187500 Penalty: 2939.814697
	Iteration 2F: 3 clusters Score -860505.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -860829.187500 Penalty: 2939.814697
	Iteration 3F: 3 clusters Score -860829.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -861197.375000 Penalty: 2939.814697
	Iteration 4F: 3 clusters Score -861197.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -861600.875000 Penalty: 2939.814697
	Iteration 5F: 3 clusters Score -861600.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -862098.750000 Penalty: 2939.814697
	Iteration 6F: 3 clusters Score -862098.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -862685.062500 Penalty: 2939.814697
	Iteration 7F: 3 clusters Score -862685.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -863278.812500 Penalty: 2939.814697
	Iteration 8F: 3 clusters Score -863278.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -863731.187500 Penalty: 2939.814697
	Iteration 9F: 3 clusters Score -863731.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -863942.125000 Penalty: 2939.814697
	Iteration 10Q: 3 clusters Score -863942.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -864043.500000 Penalty: 2939.814697
	Iteration 11Q: 3 clusters Score -864043.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -864096.812500 Penalty: 2939.814697
	Iteration 12Q: 3 clusters Score -864096.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -864117.250000 Penalty: 2939.814697
	Iteration 13Q: 3 clusters Score -864117.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -864132.625000 Penalty: 2939.814697
	Iteration 14Q: 3 clusters Score -864132.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -864141.750000 Penalty: 2939.814697
	Iteration 15Q: 3 clusters Score -864141.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -864155.062500 Penalty: 2939.814697
	Iteration 16Q: 3 clusters Score -864155.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -864162.125000 Penalty: 2939.814697
	Iteration 17Q: 3 clusters Score -864162.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -864170.250000 Penalty: 2939.814697
	Iteration 18Q: 3 clusters Score -864170.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -864178.375000 Penalty: 2939.814697
	Iteration 19Q: 3 clusters Score -864178.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -864182.062500 Penalty: 2939.814697
	Iteration 20F: 3 clusters Score -864182.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -864184.937500 Penalty: 2939.814697
	Iteration 21Q: 3 clusters Score -864184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -864186.562500 Penalty: 2939.814697
	Iteration 22Q: 3 clusters Score -864186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -864188.125000 Penalty: 2939.814697
	Iteration 23Q: 3 clusters Score -864188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -864189.875000 Penalty: 2939.814697
	Iteration 24Q: 3 clusters Score -864189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -864189.187500 Penalty: 2939.814697
	Iteration 25Q: 3 clusters Score -864189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -864189.937500 Penalty: 2939.814697
	Iteration 26Q: 3 clusters Score -864189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -864191.687500 Penalty: 2939.814697
	Iteration 27Q: 3 clusters Score -864191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -864191.062500 Penalty: 2939.814697
	Iteration 28Q: 3 clusters Score -864191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -864191.562500 Penalty: 2939.814697
	Iteration 29Q: 3 clusters Score -864191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -864191.562500 Penalty: 2939.814697
	Iteration 30F: 3 clusters Score -864191.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -413741.781250 Penalty: 1336.339355
	Iteration 0F: 2 clusters Score -413741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -410550.437500 Penalty: 2672.678711
	Iteration 0F: 3 clusters Score -410550.4 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -411354.156250 Penalty: 2672.678711
	Iteration 1F: 3 clusters Score -411354.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -411505.875000 Penalty: 2672.678711
	Iteration 2F: 3 clusters Score -411505.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -411605.968750 Penalty: 2672.678711
	Iteration 3Q: 3 clusters Score -411606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -411678.406250 Penalty: 2672.678711
	Iteration 4Q: 3 clusters Score -411678.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -411745.843750 Penalty: 2672.678711
	Iteration 5Q: 3 clusters Score -411745.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -411839.437500 Penalty: 2672.678711
	Iteration 6Q: 3 clusters Score -411839.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -411942.000000 Penalty: 2672.678711
	Iteration 7Q: 3 clusters Score -411942 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -412050.218750 Penalty: 2672.678711
	Iteration 8Q: 3 clusters Score -412050.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -412125.218750 Penalty: 2672.678711
	Iteration 9Q: 3 clusters Score -412125.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -412170.281250 Penalty: 2672.678711
	Iteration 10Q: 3 clusters Score -412170.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -412206.968750 Penalty: 2672.678711
	Iteration 11Q: 3 clusters Score -412207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -412232.875000 Penalty: 2672.678711
	Iteration 12Q: 3 clusters Score -412232.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -412252.187500 Penalty: 2672.678711
	Iteration 13Q: 3 clusters Score -412252.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -412272.718750 Penalty: 2672.678711
	Iteration 14Q: 3 clusters Score -412272.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -412290.750000 Penalty: 2672.678711
	Iteration 15Q: 3 clusters Score -412290.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -412313.125000 Penalty: 2672.678711
	Iteration 16Q: 3 clusters Score -412313.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -412335.062500 Penalty: 2672.678711
	Iteration 17Q: 3 clusters Score -412335.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -412362.687500 Penalty: 2672.678711
	Iteration 18Q: 3 clusters Score -412362.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -412394.812500 Penalty: 2672.678711
	Iteration 19Q: 3 clusters Score -412394.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -412415.687500 Penalty: 2672.678711
	Iteration 20F: 3 clusters Score -412415.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -412437.500000 Penalty: 2672.678711
	Iteration 21Q: 3 clusters Score -412437.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -412457.312500 Penalty: 2672.678711
	Iteration 22Q: 3 clusters Score -412457.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -412470.937500 Penalty: 2672.678711
	Iteration 23Q: 3 clusters Score -412470.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -412485.562500 Penalty: 2672.678711
	Iteration 24Q: 3 clusters Score -412485.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -412501.125000 Penalty: 2672.678711
	Iteration 25Q: 3 clusters Score -412501.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -412511.093750 Penalty: 2672.678711
	Iteration 26Q: 3 clusters Score -412511.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -412518.687500 Penalty: 2672.678711
	Iteration 27Q: 3 clusters Score -412518.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -412522.687500 Penalty: 2672.678711
	Iteration 28Q: 3 clusters Score -412522.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -412529.093750 Penalty: 2672.678711
	Iteration 29Q: 3 clusters Score -412529.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -412534.156250 Penalty: 2672.678711
	Iteration 30Q: 3 clusters Score -412534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -412538.500000 Penalty: 2672.678711
	Iteration 31Q: 3 clusters Score -412538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -412540.281250 Penalty: 2672.678711
	Iteration 32Q: 3 clusters Score -412540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -412542.437500 Penalty: 2672.678711
	Iteration 33Q: 3 clusters Score -412542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -412545.343750 Penalty: 2672.678711
	Iteration 34Q: 3 clusters Score -412545.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -412545.750000 Penalty: 2672.678711
	Iteration 35Q: 3 clusters Score -412545.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -412545.750000 Penalty: 2672.678711
	Iteration 36F: 3 clusters Score -412545.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -42405.332031 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -42405.33 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 236 members 
Entering Unmasked Estep 
Score: -41487.757812 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -41487.76 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -41894.394531 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -41894.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41993.949219 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -41993.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42050.652344 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -42050.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42105.464844 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -42105.46 nChanged 16
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: -42169.609375 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -42169.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42220.097656 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -42220.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42280.812500 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -42280.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42339.210938 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -42339.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42396.480469 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -42396.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42442.066406 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -42442.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42467.226562 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -42467.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42490.765625 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -42490.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42502.289062 Penalty: 2009.177612
	Iteration 13Q: 3 clusters Score -42502.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42543.507812 Penalty: 2009.177612
	Iteration 14Q: 3 clusters Score -42543.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42551.695312 Penalty: 2009.177612
	Iteration 15Q: 3 clusters Score -42551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42553.558594 Penalty: 2009.177612
	Iteration 16F: 3 clusters Score -42553.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42559.687500 Penalty: 2009.177612
	Iteration 17Q: 3 clusters Score -42559.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42564.394531 Penalty: 2009.177612
	Iteration 18Q: 3 clusters Score -42564.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42564.394531 Penalty: 2009.177612
	Iteration 19F: 3 clusters Score -42564.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34471 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 8570 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 140 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 175466 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 43513 members 
Mstep: Class 20 contains 26294 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
Score: -41699848.000000 Penalty: 45986.972656
Splitting cluster 14 changes total score from -41700788.000000 to -41699848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (175466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175466 members 
Entering Unmasked Estep 
Score: -19242288.000000 Penalty: 1962.220215
	Iteration 0F: 2 clusters Score -1.924229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 87678 members 
Entering Unmasked Estep 
Score: -19141462.000000 Penalty: 3924.440430
	Iteration 0F: 3 clusters Score -1.914146e+07 nChanged 84908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 89514 members 
Entering Unmasked Estep 
Score: -19192084.000000 Penalty: 3924.440430
	Iteration 1F: 3 clusters Score -1.919208e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 90611 members 
Entering Unmasked Estep 
Score: -19193412.000000 Penalty: 3924.440430
	Iteration 2Q: 3 clusters Score -1.919341e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -19194904.000000 Penalty: 3924.440430
	Iteration 3Q: 3 clusters Score -1.91949e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -19196870.000000 Penalty: 3924.440430
	Iteration 4Q: 3 clusters Score -1.919687e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -19198744.000000 Penalty: 3924.440430
	Iteration 5Q: 3 clusters Score -1.919874e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 100581 members 
Entering Unmasked Estep 
Score: -19200742.000000 Penalty: 3924.440430
	Iteration 6Q: 3 clusters Score -1.920074e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 104358 members 
Entering Unmasked Estep 
Score: -19202770.000000 Penalty: 3924.440430
	Iteration 7Q: 3 clusters Score -1.920277e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -19204612.000000 Penalty: 3924.440430
	Iteration 8Q: 3 clusters Score -1.920461e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 112158 members 
Entering Unmasked Estep 
Score: -19206184.000000 Penalty: 3924.440430
	Iteration 9Q: 3 clusters Score -1.920618e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 115573 members 
Entering Unmasked Estep 
Score: -19208006.000000 Penalty: 3924.440430
	Iteration 10Q: 3 clusters Score -1.920801e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 118309 members 
Entering Unmasked Estep 
Score: -19210368.000000 Penalty: 3924.440430
	Iteration 11Q: 3 clusters Score -1.921037e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 119989 members 
Entering Unmasked Estep 
Score: -19214244.000000 Penalty: 3924.440430
	Iteration 12Q: 3 clusters Score -1.921424e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -19219728.000000 Penalty: 3924.440430
	Iteration 13Q: 3 clusters Score -1.921973e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -19223612.000000 Penalty: 3924.440430
	Iteration 14Q: 3 clusters Score -1.922361e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 117345 members 
Entering Unmasked Estep 
Score: -19225204.000000 Penalty: 3924.440430
	Iteration 15Q: 3 clusters Score -1.92252e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 116053 members 
Entering Unmasked Estep 
Score: -19225674.000000 Penalty: 3924.440430
	Iteration 16Q: 3 clusters Score -1.922567e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 114610 members 
Entering Unmasked Estep 
Score: -19225754.000000 Penalty: 3924.440430
	Iteration 17Q: 3 clusters Score -1.922575e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 113188 members 
Entering Unmasked Estep 
Score: -19225850.000000 Penalty: 3924.440430
	Iteration 18Q: 3 clusters Score -1.922585e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 111734 members 
Entering Unmasked Estep 
Score: -19225914.000000 Penalty: 3924.440430
	Iteration 19Q: 3 clusters Score -1.922591e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 110217 members 
Entering Unmasked Estep 
Score: -19226094.000000 Penalty: 3924.440430
	Iteration 20F: 3 clusters Score -1.922609e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 108665 members 
Entering Unmasked Estep 
Score: -19226254.000000 Penalty: 3924.440430
	Iteration 21Q: 3 clusters Score -1.922625e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 107138 members 
Entering Unmasked Estep 
Score: -19226354.000000 Penalty: 3924.440430
	Iteration 22Q: 3 clusters Score -1.922635e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -19226666.000000 Penalty: 3924.440430
	Iteration 23Q: 3 clusters Score -1.922667e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -19226874.000000 Penalty: 3924.440430
	Iteration 24Q: 3 clusters Score -1.922687e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 102634 members 
Entering Unmasked Estep 
Score: -19226972.000000 Penalty: 3924.440430
	Iteration 25Q: 3 clusters Score -1.922697e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -19227062.000000 Penalty: 3924.440430
	Iteration 26Q: 3 clusters Score -1.922706e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -19227112.000000 Penalty: 3924.440430
	Iteration 27Q: 3 clusters Score -1.922711e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -19227172.000000 Penalty: 3924.440430
	Iteration 28Q: 3 clusters Score -1.922717e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79920 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -19227422.000000 Penalty: 3924.440430
	Iteration 29Q: 3 clusters Score -1.922742e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -19227420.000000 Penalty: 3924.440430
	Iteration 30Q: 3 clusters Score -1.922742e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -19227526.000000 Penalty: 3924.440430
	Iteration 31Q: 3 clusters Score -1.922753e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -19227510.000000 Penalty: 3924.440430
	Iteration 32Q: 3 clusters Score -1.922751e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -19227444.000000 Penalty: 3924.440430
	Iteration 33Q: 3 clusters Score -1.922744e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -19226510.000000 Penalty: 3924.440430
	Iteration 34Q: 3 clusters Score -1.922651e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -19224634.000000 Penalty: 3924.440430
	Iteration 35Q: 3 clusters Score -1.922463e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105824 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -19221694.000000 Penalty: 3924.440430
	Iteration 36Q: 3 clusters Score -1.922169e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -19218978.000000 Penalty: 3924.440430
	Iteration 37F: 3 clusters Score -1.921898e+07 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132662 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -19221042.000000 Penalty: 3924.440430
	Iteration 38F: 3 clusters Score -1.922104e+07 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148464 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -19226616.000000 Penalty: 3924.440430
	Iteration 39F: 3 clusters Score -1.922662e+07 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -19233028.000000 Penalty: 3924.440430
	Iteration 40F: 3 clusters Score -1.923303e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169462 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -19237256.000000 Penalty: 3924.440430
	Iteration 41Q: 3 clusters Score -1.923726e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173087 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -19239096.000000 Penalty: 3924.440430
	Iteration 42Q: 3 clusters Score -1.92391e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19239974.000000 Penalty: 3924.440430
	Iteration 43Q: 3 clusters Score -1.923997e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174952 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -19240242.000000 Penalty: 3924.440430
	Iteration 44Q: 3 clusters Score -1.924024e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175097 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19240408.000000 Penalty: 3924.440430
	Iteration 45Q: 3 clusters Score -1.924041e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175154 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19240486.000000 Penalty: 3924.440430
	Iteration 46Q: 3 clusters Score -1.924049e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175187 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19240532.000000 Penalty: 3924.440430
	Iteration 47Q: 3 clusters Score -1.924053e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175212 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19240552.000000 Penalty: 3924.440430
	Iteration 48Q: 3 clusters Score -1.924055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175221 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19240580.000000 Penalty: 3924.440430
	Iteration 49Q: 3 clusters Score -1.924058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175228 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19240584.000000 Penalty: 3924.440430
	Iteration 50Q: 3 clusters Score -1.924058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175233 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19240600.000000 Penalty: 3924.440430
	Iteration 51Q: 3 clusters Score -1.92406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175238 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19240594.000000 Penalty: 3924.440430
	Iteration 52Q: 3 clusters Score -1.924059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175242 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19240590.000000 Penalty: 3924.440430
	Iteration 53Q: 3 clusters Score -1.924059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175242 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19240598.000000 Penalty: 3924.440430
	Iteration 54Q: 3 clusters Score -1.92406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175242 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19240598.000000 Penalty: 3924.440430
	Iteration 55F: 3 clusters Score -1.92406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Entering Unmasked Estep 
Score: -1450309.000000 Penalty: 1537.048828
	Iteration 0F: 2 clusters Score -1450309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1441392.750000 Penalty: 3074.097656
	Iteration 0F: 3 clusters Score -1441393 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1444851.125000 Penalty: 3074.097656
	Iteration 1F: 3 clusters Score -1444851 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1445478.750000 Penalty: 3074.097656
	Iteration 2F: 3 clusters Score -1445479 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1446057.500000 Penalty: 3074.097656
	Iteration 3F: 3 clusters Score -1446058 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1446610.500000 Penalty: 3074.097656
	Iteration 4F: 3 clusters Score -1446610 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1447097.875000 Penalty: 3074.097656
	Iteration 5F: 3 clusters Score -1447098 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1447514.875000 Penalty: 3074.097656
	Iteration 6F: 3 clusters Score -1447515 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1447899.250000 Penalty: 3074.097656
	Iteration 7Q: 3 clusters Score -1447899 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1448205.875000 Penalty: 3074.097656
	Iteration 8Q: 3 clusters Score -1448206 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1448410.875000 Penalty: 3074.097656
	Iteration 9Q: 3 clusters Score -1448411 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1448547.375000 Penalty: 3074.097656
	Iteration 10Q: 3 clusters Score -1448547 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1448647.250000 Penalty: 3074.097656
	Iteration 11Q: 3 clusters Score -1448647 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1448732.750000 Penalty: 3074.097656
	Iteration 12Q: 3 clusters Score -1448733 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1448796.000000 Penalty: 3074.097656
	Iteration 13Q: 3 clusters Score -1448796 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1448867.000000 Penalty: 3074.097656
	Iteration 14Q: 3 clusters Score -1448867 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1448939.125000 Penalty: 3074.097656
	Iteration 15Q: 3 clusters Score -1448939 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1449001.375000 Penalty: 3074.097656
	Iteration 16Q: 3 clusters Score -1449001 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1449062.125000 Penalty: 3074.097656
	Iteration 17Q: 3 clusters Score -1449062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1449123.750000 Penalty: 3074.097656
	Iteration 18Q: 3 clusters Score -1449124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1449176.250000 Penalty: 3074.097656
	Iteration 19Q: 3 clusters Score -1449176 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1449227.250000 Penalty: 3074.097656
	Iteration 20F: 3 clusters Score -1449227 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1449272.625000 Penalty: 3074.097656
	Iteration 21Q: 3 clusters Score -1449273 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1449328.000000 Penalty: 3074.097656
	Iteration 22Q: 3 clusters Score -1449328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1449382.375000 Penalty: 3074.097656
	Iteration 23Q: 3 clusters Score -1449382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1449422.875000 Penalty: 3074.097656
	Iteration 24Q: 3 clusters Score -1449423 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1449447.000000 Penalty: 3074.097656
	Iteration 25Q: 3 clusters Score -1449447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1449467.625000 Penalty: 3074.097656
	Iteration 26Q: 3 clusters Score -1449468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1449483.875000 Penalty: 3074.097656
	Iteration 27Q: 3 clusters Score -1449484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1449500.500000 Penalty: 3074.097656
	Iteration 28Q: 3 clusters Score -1449500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1449506.500000 Penalty: 3074.097656
	Iteration 29Q: 3 clusters Score -1449506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1449523.000000 Penalty: 3074.097656
	Iteration 30Q: 3 clusters Score -1449523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1449533.000000 Penalty: 3074.097656
	Iteration 31Q: 3 clusters Score -1449533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1449538.125000 Penalty: 3074.097656
	Iteration 32Q: 3 clusters Score -1449538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1449543.875000 Penalty: 3074.097656
	Iteration 33Q: 3 clusters Score -1449544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1449547.875000 Penalty: 3074.097656
	Iteration 34Q: 3 clusters Score -1449548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1449550.500000 Penalty: 3074.097656
	Iteration 35Q: 3 clusters Score -1449550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1449553.250000 Penalty: 3074.097656
	Iteration 36Q: 3 clusters Score -1449553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1449557.125000 Penalty: 3074.097656
	Iteration 37Q: 3 clusters Score -1449557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1449559.250000 Penalty: 3074.097656
	Iteration 38Q: 3 clusters Score -1449559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1449565.375000 Penalty: 3074.097656
	Iteration 39Q: 3 clusters Score -1449565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1449571.375000 Penalty: 3074.097656
	Iteration 40F: 3 clusters Score -1449571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1449577.000000 Penalty: 3074.097656
	Iteration 41Q: 3 clusters Score -1449577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1449583.625000 Penalty: 3074.097656
	Iteration 42Q: 3 clusters Score -1449584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1449591.625000 Penalty: 3074.097656
	Iteration 43Q: 3 clusters Score -1449592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1449597.750000 Penalty: 3074.097656
	Iteration 44Q: 3 clusters Score -1449598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1449601.625000 Penalty: 3074.097656
	Iteration 45Q: 3 clusters Score -1449602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1449606.000000 Penalty: 3074.097656
	Iteration 46Q: 3 clusters Score -1449606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1449605.750000 Penalty: 3074.097656
	Iteration 47Q: 3 clusters Score -1449606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1449607.875000 Penalty: 3074.097656
	Iteration 48Q: 3 clusters Score -1449608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1449608.625000 Penalty: 3074.097656
	Iteration 49Q: 3 clusters Score -1449609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1449612.375000 Penalty: 3074.097656
	Iteration 50Q: 3 clusters Score -1449612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1449615.125000 Penalty: 3074.097656
	Iteration 51Q: 3 clusters Score -1449615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1449617.000000 Penalty: 3074.097656
	Iteration 52Q: 3 clusters Score -1449617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1449617.625000 Penalty: 3074.097656
	Iteration 53Q: 3 clusters Score -1449618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1449617.250000 Penalty: 3074.097656
	Iteration 54Q: 3 clusters Score -1449617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1449619.625000 Penalty: 3074.097656
	Iteration 55Q: 3 clusters Score -1449620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1449617.750000 Penalty: 3074.097656
	Iteration 56Q: 3 clusters Score -1449618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1449618.000000 Penalty: 3074.097656
	Iteration 57Q: 3 clusters Score -1449618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1449618.000000 Penalty: 3074.097656
	Iteration 58F: 3 clusters Score -1449618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -408638.218750 Penalty: 1334.850586
	Iteration 0F: 2 clusters Score -408638.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -405454.812500 Penalty: 2669.701172
	Iteration 0F: 3 clusters Score -405454.8 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -406206.781250 Penalty: 2669.701172
	Iteration 1F: 3 clusters Score -406206.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -406362.562500 Penalty: 2669.701172
	Iteration 2F: 3 clusters Score -406362.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -406476.031250 Penalty: 2669.701172
	Iteration 3F: 3 clusters Score -406476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -406552.718750 Penalty: 2669.701172
	Iteration 4Q: 3 clusters Score -406552.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -406620.843750 Penalty: 2669.701172
	Iteration 5Q: 3 clusters Score -406620.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -406689.625000 Penalty: 2669.701172
	Iteration 6Q: 3 clusters Score -406689.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -406734.187500 Penalty: 2669.701172
	Iteration 7Q: 3 clusters Score -406734.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -406773.062500 Penalty: 2669.701172
	Iteration 8Q: 3 clusters Score -406773.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -406813.875000 Penalty: 2669.701172
	Iteration 9Q: 3 clusters Score -406813.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -406863.156250 Penalty: 2669.701172
	Iteration 10Q: 3 clusters Score -406863.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -406934.343750 Penalty: 2669.701172
	Iteration 11Q: 3 clusters Score -406934.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -407001.281250 Penalty: 2669.701172
	Iteration 12Q: 3 clusters Score -407001.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -407047.375000 Penalty: 2669.701172
	Iteration 13Q: 3 clusters Score -407047.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -407089.875000 Penalty: 2669.701172
	Iteration 14Q: 3 clusters Score -407089.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -407132.343750 Penalty: 2669.701172
	Iteration 15Q: 3 clusters Score -407132.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -407188.906250 Penalty: 2669.701172
	Iteration 16Q: 3 clusters Score -407188.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -407239.750000 Penalty: 2669.701172
	Iteration 17Q: 3 clusters Score -407239.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -407292.125000 Penalty: 2669.701172
	Iteration 18Q: 3 clusters Score -407292.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -407336.156250 Penalty: 2669.701172
	Iteration 19Q: 3 clusters Score -407336.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -407369.875000 Penalty: 2669.701172
	Iteration 20F: 3 clusters Score -407369.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -407405.437500 Penalty: 2669.701172
	Iteration 21Q: 3 clusters Score -407405.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -407446.937500 Penalty: 2669.701172
	Iteration 22Q: 3 clusters Score -407446.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -407470.562500 Penalty: 2669.701172
	Iteration 23Q: 3 clusters Score -407470.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -407489.125000 Penalty: 2669.701172
	Iteration 24Q: 3 clusters Score -407489.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -407510.343750 Penalty: 2669.701172
	Iteration 25Q: 3 clusters Score -407510.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -407525.718750 Penalty: 2669.701172
	Iteration 26Q: 3 clusters Score -407525.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -407537.875000 Penalty: 2669.701172
	Iteration 27Q: 3 clusters Score -407537.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -407547.500000 Penalty: 2669.701172
	Iteration 28Q: 3 clusters Score -407547.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -407555.156250 Penalty: 2669.701172
	Iteration 29Q: 3 clusters Score -407555.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -407559.687500 Penalty: 2669.701172
	Iteration 30Q: 3 clusters Score -407559.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -407562.343750 Penalty: 2669.701172
	Iteration 31Q: 3 clusters Score -407562.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -407564.468750 Penalty: 2669.701172
	Iteration 32Q: 3 clusters Score -407564.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -407566.000000 Penalty: 2669.701172
	Iteration 33Q: 3 clusters Score -407566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -407567.500000 Penalty: 2669.701172
	Iteration 34Q: 3 clusters Score -407567.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -407568.781250 Penalty: 2669.701172
	Iteration 35Q: 3 clusters Score -407568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -407568.687500 Penalty: 2669.701172
	Iteration 36Q: 3 clusters Score -407568.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -407570.718750 Penalty: 2669.701172
	Iteration 37Q: 3 clusters Score -407570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -407571.968750 Penalty: 2669.701172
	Iteration 38Q: 3 clusters Score -407572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -407573.343750 Penalty: 2669.701172
	Iteration 39Q: 3 clusters Score -407573.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -407573.843750 Penalty: 2669.701172
	Iteration 40F: 3 clusters Score -407573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -407574.656250 Penalty: 2669.701172
	Iteration 41Q: 3 clusters Score -407574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -407574.656250 Penalty: 2669.701172
	Iteration 42F: 3 clusters Score -407574.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -380596.968750 Penalty: 1322.421875
	Iteration 0F: 2 clusters Score -380597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -377633.125000 Penalty: 2644.843750
	Iteration 0F: 3 clusters Score -377633.1 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -378466.125000 Penalty: 2644.843750
	Iteration 1F: 3 clusters Score -378466.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -378634.906250 Penalty: 2644.843750
	Iteration 2F: 3 clusters Score -378634.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -378730.031250 Penalty: 2644.843750
	Iteration 3Q: 3 clusters Score -378730 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -378819.250000 Penalty: 2644.843750
	Iteration 4Q: 3 clusters Score -378819.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -378894.406250 Penalty: 2644.843750
	Iteration 5Q: 3 clusters Score -378894.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -378965.656250 Penalty: 2644.843750
	Iteration 6Q: 3 clusters Score -378965.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -379037.812500 Penalty: 2644.843750
	Iteration 7Q: 3 clusters Score -379037.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -379090.750000 Penalty: 2644.843750
	Iteration 8Q: 3 clusters Score -379090.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -379143.625000 Penalty: 2644.843750
	Iteration 9Q: 3 clusters Score -379143.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -379185.781250 Penalty: 2644.843750
	Iteration 10Q: 3 clusters Score -379185.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -379231.968750 Penalty: 2644.843750
	Iteration 11Q: 3 clusters Score -379232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -379272.625000 Penalty: 2644.843750
	Iteration 12Q: 3 clusters Score -379272.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -379303.468750 Penalty: 2644.843750
	Iteration 13Q: 3 clusters Score -379303.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -379324.093750 Penalty: 2644.843750
	Iteration 14Q: 3 clusters Score -379324.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -379343.812500 Penalty: 2644.843750
	Iteration 15Q: 3 clusters Score -379343.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -379360.468750 Penalty: 2644.843750
	Iteration 16Q: 3 clusters Score -379360.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -379373.437500 Penalty: 2644.843750
	Iteration 17Q: 3 clusters Score -379373.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -379385.250000 Penalty: 2644.843750
	Iteration 18Q: 3 clusters Score -379385.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -379398.593750 Penalty: 2644.843750
	Iteration 19Q: 3 clusters Score -379398.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -379414.468750 Penalty: 2644.843750
	Iteration 20F: 3 clusters Score -379414.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -379423.937500 Penalty: 2644.843750
	Iteration 21Q: 3 clusters Score -379423.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -379432.937500 Penalty: 2644.843750
	Iteration 22Q: 3 clusters Score -379432.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -379440.187500 Penalty: 2644.843750
	Iteration 23Q: 3 clusters Score -379440.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -379444.312500 Penalty: 2644.843750
	Iteration 24Q: 3 clusters Score -379444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -379446.062500 Penalty: 2644.843750
	Iteration 25Q: 3 clusters Score -379446.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -379449.625000 Penalty: 2644.843750
	Iteration 26Q: 3 clusters Score -379449.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -379452.156250 Penalty: 2644.843750
	Iteration 27Q: 3 clusters Score -379452.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -379458.281250 Penalty: 2644.843750
	Iteration 28Q: 3 clusters Score -379458.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -379463.062500 Penalty: 2644.843750
	Iteration 29Q: 3 clusters Score -379463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -379468.375000 Penalty: 2644.843750
	Iteration 30Q: 3 clusters Score -379468.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -379472.218750 Penalty: 2644.843750
	Iteration 31Q: 3 clusters Score -379472.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -379474.562500 Penalty: 2644.843750
	Iteration 32Q: 3 clusters Score -379474.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -379478.093750 Penalty: 2644.843750
	Iteration 33Q: 3 clusters Score -379478.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -379481.656250 Penalty: 2644.843750
	Iteration 34Q: 3 clusters Score -379481.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -379485.218750 Penalty: 2644.843750
	Iteration 35Q: 3 clusters Score -379485.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -379487.843750 Penalty: 2644.843750
	Iteration 36Q: 3 clusters Score -379487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -379490.031250 Penalty: 2644.843750
	Iteration 37Q: 3 clusters Score -379490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -379491.281250 Penalty: 2644.843750
	Iteration 38Q: 3 clusters Score -379491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -379492.156250 Penalty: 2644.843750
	Iteration 39Q: 3 clusters Score -379492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -379492.250000 Penalty: 2644.843750
	Iteration 40F: 3 clusters Score -379492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -379493.375000 Penalty: 2644.843750
	Iteration 41Q: 3 clusters Score -379493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -379494.687500 Penalty: 2644.843750
	Iteration 42Q: 3 clusters Score -379494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -379495.843750 Penalty: 2644.843750
	Iteration 43Q: 3 clusters Score -379495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -379497.156250 Penalty: 2644.843750
	Iteration 44Q: 3 clusters Score -379497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -379497.687500 Penalty: 2644.843750
	Iteration 45Q: 3 clusters Score -379497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -379499.031250 Penalty: 2644.843750
	Iteration 46Q: 3 clusters Score -379499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -379500.781250 Penalty: 2644.843750
	Iteration 47Q: 3 clusters Score -379500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -379501.187500 Penalty: 2644.843750
	Iteration 48Q: 3 clusters Score -379501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -379503.062500 Penalty: 2644.843750
	Iteration 49Q: 3 clusters Score -379503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -379504.750000 Penalty: 2644.843750
	Iteration 50Q: 3 clusters Score -379504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -379505.093750 Penalty: 2644.843750
	Iteration 51Q: 3 clusters Score -379505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -379506.468750 Penalty: 2644.843750
	Iteration 52Q: 3 clusters Score -379506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -379506.750000 Penalty: 2644.843750
	Iteration 53Q: 3 clusters Score -379506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -379507.406250 Penalty: 2644.843750
	Iteration 54Q: 3 clusters Score -379507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -379507.937500 Penalty: 2644.843750
	Iteration 55Q: 3 clusters Score -379507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -379507.843750 Penalty: 2644.843750
	Iteration 56Q: 3 clusters Score -379507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -379508.125000 Penalty: 2644.843750
	Iteration 57Q: 3 clusters Score -379508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -379508.750000 Penalty: 2644.843750
	Iteration 58Q: 3 clusters Score -379508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -379509.156250 Penalty: 2644.843750
	Iteration 59Q: 3 clusters Score -379509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -379508.125000 Penalty: 2644.843750
	Iteration 60F: 3 clusters Score -379508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -379509.625000 Penalty: 2644.843750
	Iteration 61Q: 3 clusters Score -379509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -379510.906250 Penalty: 2644.843750
	Iteration 62Q: 3 clusters Score -379510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -379511.187500 Penalty: 2644.843750
	Iteration 63Q: 3 clusters Score -379511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -379511.531250 Penalty: 2644.843750
	Iteration 64Q: 3 clusters Score -379511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -379511.531250 Penalty: 2644.843750
	Iteration 65F: 3 clusters Score -379511.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Entering Unmasked Estep 
Score: -4873984.000000 Penalty: 1735.632446
	Iteration 0F: 2 clusters Score -4873984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -4844739.500000 Penalty: 3471.264893
	Iteration 0F: 3 clusters Score -4844740 nChanged 20420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -4856213.500000 Penalty: 3471.264893
	Iteration 1F: 3 clusters Score -4856214 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -4856747.500000 Penalty: 3471.264893
	Iteration 2Q: 3 clusters Score -4856748 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4857464.500000 Penalty: 3471.264893
	Iteration 3Q: 3 clusters Score -4857464 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4858554.500000 Penalty: 3471.264893
	Iteration 4F: 3 clusters Score -4858554 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -4860161.500000 Penalty: 3471.264893
	Iteration 5F: 3 clusters Score -4860162 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4862691.500000 Penalty: 3471.264893
	Iteration 6F: 3 clusters Score -4862692 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -4865866.000000 Penalty: 3471.264893
	Iteration 7F: 3 clusters Score -4865866 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -4868946.500000 Penalty: 3471.264893
	Iteration 8F: 3 clusters Score -4868946 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -4870913.000000 Penalty: 3471.264893
	Iteration 9Q: 3 clusters Score -4870913 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -4871875.500000 Penalty: 3471.264893
	Iteration 10Q: 3 clusters Score -4871876 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -4872372.500000 Penalty: 3471.264893
	Iteration 11Q: 3 clusters Score -4872372 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -4872658.500000 Penalty: 3471.264893
	Iteration 12Q: 3 clusters Score -4872658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -4872736.500000 Penalty: 3471.264893
	Iteration 13Q: 3 clusters Score -4872736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -4872765.000000 Penalty: 3471.264893
	Iteration 14Q: 3 clusters Score -4872765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -4872774.000000 Penalty: 3471.264893
	Iteration 15Q: 3 clusters Score -4872774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -4872789.000000 Penalty: 3471.264893
	Iteration 16Q: 3 clusters Score -4872789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -4872796.500000 Penalty: 3471.264893
	Iteration 17Q: 3 clusters Score -4872796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -4872803.500000 Penalty: 3471.264893
	Iteration 18Q: 3 clusters Score -4872804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -4872806.500000 Penalty: 3471.264893
	Iteration 19Q: 3 clusters Score -4872806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -4872806.500000 Penalty: 3471.264893
	Iteration 20F: 3 clusters Score -4872806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -4872808.000000 Penalty: 3471.264893
	Iteration 21Q: 3 clusters Score -4872808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -4872814.000000 Penalty: 3471.264893
	Iteration 22Q: 3 clusters Score -4872814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -4872812.500000 Penalty: 3471.264893
	Iteration 23Q: 3 clusters Score -4872812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -4872812.500000 Penalty: 3471.264893
	Iteration 24F: 3 clusters Score -4872812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Entering Unmasked Estep 
Score: -2844357.500000 Penalty: 1653.778198
	Iteration 0F: 2 clusters Score -2844358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2826625.500000 Penalty: 3307.556396
	Iteration 0F: 3 clusters Score -2826626 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2833161.750000 Penalty: 3307.556396
	Iteration 1F: 3 clusters Score -2833162 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2833493.250000 Penalty: 3307.556396
	Iteration 2Q: 3 clusters Score -2833493 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2833811.750000 Penalty: 3307.556396
	Iteration 3Q: 3 clusters Score -2833812 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2834153.000000 Penalty: 3307.556396
	Iteration 4Q: 3 clusters Score -2834153 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2834526.750000 Penalty: 3307.556396
	Iteration 5Q: 3 clusters Score -2834527 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2834949.250000 Penalty: 3307.556396
	Iteration 6Q: 3 clusters Score -2834949 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2835498.500000 Penalty: 3307.556396
	Iteration 7Q: 3 clusters Score -2835498 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2836238.250000 Penalty: 3307.556396
	Iteration 8Q: 3 clusters Score -2836238 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2837090.250000 Penalty: 3307.556396
	Iteration 9Q: 3 clusters Score -2837090 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2837921.000000 Penalty: 3307.556396
	Iteration 10Q: 3 clusters Score -2837921 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2838509.000000 Penalty: 3307.556396
	Iteration 11Q: 3 clusters Score -2838509 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2838864.500000 Penalty: 3307.556396
	Iteration 12Q: 3 clusters Score -2838864 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2839156.250000 Penalty: 3307.556396
	Iteration 13Q: 3 clusters Score -2839156 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2839420.000000 Penalty: 3307.556396
	Iteration 14Q: 3 clusters Score -2839420 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2839643.250000 Penalty: 3307.556396
	Iteration 15Q: 3 clusters Score -2839643 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2839896.750000 Penalty: 3307.556396
	Iteration 16Q: 3 clusters Score -2839897 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2840149.000000 Penalty: 3307.556396
	Iteration 17Q: 3 clusters Score -2840149 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2840388.250000 Penalty: 3307.556396
	Iteration 18Q: 3 clusters Score -2840388 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2840625.750000 Penalty: 3307.556396
	Iteration 19Q: 3 clusters Score -2840626 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2840856.500000 Penalty: 3307.556396
	Iteration 20F: 3 clusters Score -2840856 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2841051.250000 Penalty: 3307.556396
	Iteration 21Q: 3 clusters Score -2841051 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2841256.250000 Penalty: 3307.556396
	Iteration 22Q: 3 clusters Score -2841256 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2841450.750000 Penalty: 3307.556396
	Iteration 23Q: 3 clusters Score -2841451 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2841661.250000 Penalty: 3307.556396
	Iteration 24Q: 3 clusters Score -2841661 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2841860.000000 Penalty: 3307.556396
	Iteration 25Q: 3 clusters Score -2841860 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2842034.750000 Penalty: 3307.556396
	Iteration 26Q: 3 clusters Score -2842035 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2842166.500000 Penalty: 3307.556396
	Iteration 27Q: 3 clusters Score -2842166 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -2842306.250000 Penalty: 3307.556396
	Iteration 28Q: 3 clusters Score -2842306 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2842430.750000 Penalty: 3307.556396
	Iteration 29Q: 3 clusters Score -2842431 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2842532.000000 Penalty: 3307.556396
	Iteration 30Q: 3 clusters Score -2842532 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2842632.500000 Penalty: 3307.556396
	Iteration 31Q: 3 clusters Score -2842632 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2842722.750000 Penalty: 3307.556396
	Iteration 32Q: 3 clusters Score -2842723 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2842814.750000 Penalty: 3307.556396
	Iteration 33Q: 3 clusters Score -2842815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2842886.000000 Penalty: 3307.556396
	Iteration 34Q: 3 clusters Score -2842886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -2842958.500000 Penalty: 3307.556396
	Iteration 35Q: 3 clusters Score -2842958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -2843009.250000 Penalty: 3307.556396
	Iteration 36Q: 3 clusters Score -2843009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -2843040.000000 Penalty: 3307.556396
	Iteration 37Q: 3 clusters Score -2843040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -2843071.000000 Penalty: 3307.556396
	Iteration 38Q: 3 clusters Score -2843071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2843085.000000 Penalty: 3307.556396
	Iteration 39Q: 3 clusters Score -2843085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -2843099.250000 Penalty: 3307.556396
	Iteration 40F: 3 clusters Score -2843099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -2843108.750000 Penalty: 3307.556396
	Iteration 41Q: 3 clusters Score -2843109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -2843107.000000 Penalty: 3307.556396
	Iteration 42Q: 3 clusters Score -2843107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -2843116.000000 Penalty: 3307.556396
	Iteration 43Q: 3 clusters Score -2843116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2843116.250000 Penalty: 3307.556396
	Iteration 44Q: 3 clusters Score -2843116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2843117.000000 Penalty: 3307.556396
	Iteration 45Q: 3 clusters Score -2843117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -2843123.750000 Penalty: 3307.556396
	Iteration 46Q: 3 clusters Score -2843124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2843126.750000 Penalty: 3307.556396
	Iteration 47Q: 3 clusters Score -2843127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2843124.000000 Penalty: 3307.556396
	Iteration 48Q: 3 clusters Score -2843124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -2843123.000000 Penalty: 3307.556396
	Iteration 49Q: 3 clusters Score -2843123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -2843128.250000 Penalty: 3307.556396
	Iteration 50Q: 3 clusters Score -2843128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -2843132.000000 Penalty: 3307.556396
	Iteration 51Q: 3 clusters Score -2843132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2843134.750000 Penalty: 3307.556396
	Iteration 52Q: 3 clusters Score -2843135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2843135.750000 Penalty: 3307.556396
	Iteration 53Q: 3 clusters Score -2843136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -2843135.250000 Penalty: 3307.556396
	Iteration 54Q: 3 clusters Score -2843135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -2843135.000000 Penalty: 3307.556396
	Iteration 55Q: 3 clusters Score -2843135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -2843133.500000 Penalty: 3307.556396
	Iteration 56Q: 3 clusters Score -2843134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -2843136.250000 Penalty: 3307.556396
	Iteration 57Q: 3 clusters Score -2843136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -2843136.250000 Penalty: 3307.556396
	Iteration 58F: 3 clusters Score -2843136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -665847.937500 Penalty: 1419.966309
	Iteration 0F: 2 clusters Score -665847.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -661071.812500 Penalty: 2839.932617
	Iteration 0F: 3 clusters Score -661071.8 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -662728.625000 Penalty: 2839.932617
	Iteration 1F: 3 clusters Score -662728.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -663197.375000 Penalty: 2839.932617
	Iteration 2F: 3 clusters Score -663197.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -663649.312500 Penalty: 2839.932617
	Iteration 3F: 3 clusters Score -663649.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -664032.812500 Penalty: 2839.932617
	Iteration 4F: 3 clusters Score -664032.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -664358.000000 Penalty: 2839.932617
	Iteration 5F: 3 clusters Score -664358 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -664615.750000 Penalty: 2839.932617
	Iteration 6F: 3 clusters Score -664615.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -664834.375000 Penalty: 2839.932617
	Iteration 7Q: 3 clusters Score -664834.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -664983.937500 Penalty: 2839.932617
	Iteration 8Q: 3 clusters Score -664983.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -665075.937500 Penalty: 2839.932617
	Iteration 9Q: 3 clusters Score -665075.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -665133.875000 Penalty: 2839.932617
	Iteration 10Q: 3 clusters Score -665133.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -665160.062500 Penalty: 2839.932617
	Iteration 11Q: 3 clusters Score -665160.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -665180.250000 Penalty: 2839.932617
	Iteration 12Q: 3 clusters Score -665180.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -665194.875000 Penalty: 2839.932617
	Iteration 13Q: 3 clusters Score -665194.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -665207.125000 Penalty: 2839.932617
	Iteration 14Q: 3 clusters Score -665207.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -665217.500000 Penalty: 2839.932617
	Iteration 15Q: 3 clusters Score -665217.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -665225.562500 Penalty: 2839.932617
	Iteration 16Q: 3 clusters Score -665225.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -665234.562500 Penalty: 2839.932617
	Iteration 17Q: 3 clusters Score -665234.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -665238.000000 Penalty: 2839.932617
	Iteration 18Q: 3 clusters Score -665238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -665246.187500 Penalty: 2839.932617
	Iteration 19Q: 3 clusters Score -665246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -665252.375000 Penalty: 2839.932617
	Iteration 20F: 3 clusters Score -665252.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -665257.375000 Penalty: 2839.932617
	Iteration 21Q: 3 clusters Score -665257.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -665260.312500 Penalty: 2839.932617
	Iteration 22Q: 3 clusters Score -665260.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -665262.312500 Penalty: 2839.932617
	Iteration 23Q: 3 clusters Score -665262.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -665264.812500 Penalty: 2839.932617
	Iteration 24Q: 3 clusters Score -665264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -665264.312500 Penalty: 2839.932617
	Iteration 25Q: 3 clusters Score -665264.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -665266.375000 Penalty: 2839.932617
	Iteration 26Q: 3 clusters Score -665266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -665266.437500 Penalty: 2839.932617
	Iteration 27Q: 3 clusters Score -665266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -665267.875000 Penalty: 2839.932617
	Iteration 28Q: 3 clusters Score -665267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -665268.562500 Penalty: 2839.932617
	Iteration 29Q: 3 clusters Score -665268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -665268.125000 Penalty: 2839.932617
	Iteration 30Q: 3 clusters Score -665268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -665268.125000 Penalty: 2839.932617
	Iteration 31Q: 3 clusters Score -665268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -665268.125000 Penalty: 2839.932617
	Iteration 32F: 3 clusters Score -665268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -59151.933594 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -59151.93 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 274 members 
Entering Unmasked Estep 
Score: -58049.343750 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -58049.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58347.660156 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -58347.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58446.164062 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -58446.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58505.871094 Penalty: 2058.892578
	Iteration 3F: 3 clusters Score -58505.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58549.441406 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -58549.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -58580.394531 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -58580.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58618.035156 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -58618.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -58623.523438 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -58623.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58636.570312 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -58636.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -58645.597656 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -58645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -58649.265625 Penalty: 2058.892578
	Iteration 10Q: 3 clusters Score -58649.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -58651.761719 Penalty: 2058.892578
	Iteration 11Q: 3 clusters Score -58651.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -58654.386719 Penalty: 2058.892578
	Iteration 12Q: 3 clusters Score -58654.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -58660.542969 Penalty: 2058.892578
	Iteration 13Q: 3 clusters Score -58660.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -58669.105469 Penalty: 2058.892578
	Iteration 14Q: 3 clusters Score -58669.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -58681.140625 Penalty: 2058.892578
	Iteration 15Q: 3 clusters Score -58681.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -58686.253906 Penalty: 2058.892578
	Iteration 16Q: 3 clusters Score -58686.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -58687.726562 Penalty: 2058.892578
	Iteration 17Q: 3 clusters Score -58687.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -58691.312500 Penalty: 2058.892578
	Iteration 18Q: 3 clusters Score -58691.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -58696.238281 Penalty: 2058.892578
	Iteration 19Q: 3 clusters Score -58696.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -58705.359375 Penalty: 2058.892578
	Iteration 20F: 3 clusters Score -58705.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -58713.781250 Penalty: 2058.892578
	Iteration 21Q: 3 clusters Score -58713.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58717.386719 Penalty: 2058.892578
	Iteration 22Q: 3 clusters Score -58717.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58717.386719 Penalty: 2058.892578
	Iteration 23F: 3 clusters Score -58717.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34471 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 8570 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175466 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 43513 members 
Mstep: Class 20 contains 26294 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700776.000000 Penalty: 43896.656250
Iteration 319Q: 22 clusters Score -4.170078e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34469 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 2683 members 
Mstep: Class 5 contains 8570 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 11993 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175462 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43518 members 
Mstep: Class 20 contains 26312 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700768.000000 Penalty: 43896.656250
Iteration 320F: 22 clusters Score -4.170077e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 34466 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 5 contains 8570 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 12003 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175464 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43528 members 
Mstep: Class 20 contains 26307 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700728.000000 Penalty: 43896.656250
Iteration 321Q: 22 clusters Score -4.170073e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 34463 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 2657 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4478 members 
Mstep: Class 10 contains 13710 members 
Mstep: Class 11 contains 12012 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175481 members 
Mstep: Class 16 contains 12819 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43535 members 
Mstep: Class 20 contains 26298 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700636.000000 Penalty: 43896.656250
Iteration 322Q: 22 clusters Score -4.170064e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 34461 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4478 members 
Mstep: Class 10 contains 13708 members 
Mstep: Class 11 contains 12027 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175496 members 
Mstep: Class 16 contains 12818 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43535 members 
Mstep: Class 20 contains 26288 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700608.000000 Penalty: 43896.656250
Iteration 323Q: 22 clusters Score -4.170061e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 34457 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 10 contains 13706 members 
Mstep: Class 11 contains 12038 members 
Mstep: Class 12 contains 8473 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175505 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 20 contains 26276 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700584.000000 Penalty: 43896.656250
Iteration 324Q: 22 clusters Score -4.170058e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34454 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 10 contains 13705 members 
Mstep: Class 11 contains 12053 members 
Mstep: Class 12 contains 8473 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175493 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43558 members 
Mstep: Class 20 contains 26276 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700540.000000 Penalty: 43896.656250
Iteration 325Q: 22 clusters Score -4.170054e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34449 members 
Mstep: Class 3 contains 17969 members 
Mstep: Class 4 contains 2619 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4480 members 
Mstep: Class 10 contains 13705 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175478 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43575 members 
Mstep: Class 20 contains 26275 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700524.000000 Penalty: 43896.656250
Iteration 326Q: 22 clusters Score -4.170052e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34449 members 
Mstep: Class 3 contains 17964 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4480 members 
Mstep: Class 10 contains 13704 members 
Mstep: Class 11 contains 12093 members 
Mstep: Class 12 contains 8468 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175458 members 
Mstep: Class 16 contains 12818 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43588 members 
Mstep: Class 20 contains 26274 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700544.000000 Penalty: 43896.656250
Iteration 327Q: 22 clusters Score -4.170054e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34451 members 
Mstep: Class 3 contains 17958 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 13702 members 
Mstep: Class 11 contains 12100 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175445 members 
Mstep: Class 16 contains 12819 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43595 members 
Mstep: Class 20 contains 26277 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700520.000000 Penalty: 43896.656250
Iteration 328Q: 22 clusters Score -4.170052e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34447 members 
Mstep: Class 3 contains 17959 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 13702 members 
Mstep: Class 11 contains 12107 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175430 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43606 members 
Mstep: Class 20 contains 26275 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700556.000000 Penalty: 43896.656250
Iteration 329Q: 22 clusters Score -4.170056e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34447 members 
Mstep: Class 3 contains 17958 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4483 members 
Mstep: Class 10 contains 13701 members 
Mstep: Class 11 contains 12111 members 
Mstep: Class 12 contains 8473 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175420 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43620 members 
Mstep: Class 20 contains 26271 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700572.000000 Penalty: 43896.656250
Iteration 330Q: 22 clusters Score -4.170057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34443 members 
Mstep: Class 3 contains 17957 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13701 members 
Mstep: Class 11 contains 12115 members 
Mstep: Class 12 contains 8472 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175407 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43635 members 
Mstep: Class 20 contains 26273 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700584.000000 Penalty: 43896.656250
Iteration 331Q: 22 clusters Score -4.170058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34442 members 
Mstep: Class 3 contains 17956 members 
Mstep: Class 4 contains 2591 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 13700 members 
Mstep: Class 11 contains 12118 members 
Mstep: Class 12 contains 8474 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175403 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43643 members 
Mstep: Class 20 contains 26271 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700584.000000 Penalty: 43896.656250
Iteration 332Q: 22 clusters Score -4.170058e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34443 members 
Mstep: Class 3 contains 17955 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 13700 members 
Mstep: Class 11 contains 12124 members 
Mstep: Class 12 contains 8477 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175384 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43655 members 
Mstep: Class 20 contains 26269 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700580.000000 Penalty: 43896.656250
Iteration 333Q: 22 clusters Score -4.170058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34444 members 
Mstep: Class 3 contains 17955 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 13700 members 
Mstep: Class 11 contains 12132 members 
Mstep: Class 12 contains 8476 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175371 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43663 members 
Mstep: Class 20 contains 26266 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700616.000000 Penalty: 43896.656250
Iteration 334Q: 22 clusters Score -4.170062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34443 members 
Mstep: Class 3 contains 17956 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 13700 members 
Mstep: Class 11 contains 12133 members 
Mstep: Class 12 contains 8477 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175363 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43669 members 
Mstep: Class 20 contains 26267 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700612.000000 Penalty: 43896.656250
Iteration 335Q: 22 clusters Score -4.170061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34440 members 
Mstep: Class 3 contains 17958 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 13699 members 
Mstep: Class 11 contains 12133 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175355 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43678 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700576.000000 Penalty: 43896.656250
Iteration 336Q: 22 clusters Score -4.170058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 34440 members 
Mstep: Class 3 contains 17958 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 13699 members 
Mstep: Class 11 contains 12139 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175343 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43685 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700568.000000 Penalty: 43896.656250
Iteration 337Q: 22 clusters Score -4.170057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 17958 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13699 members 
Mstep: Class 11 contains 12149 members 
Mstep: Class 12 contains 8477 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175332 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43690 members 
Mstep: Class 20 contains 26266 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700560.000000 Penalty: 43896.656250
Iteration 338Q: 22 clusters Score -4.170056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 17957 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13698 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175326 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43695 members 
Mstep: Class 20 contains 26265 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700540.000000 Penalty: 43896.656250
Iteration 339Q: 22 clusters Score -4.170054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 17957 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13696 members 
Mstep: Class 11 contains 12158 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175320 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43696 members 
Mstep: Class 20 contains 26267 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700544.000000 Penalty: 43896.656250
Iteration 340F: 22 clusters Score -4.170054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 17958 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13694 members 
Mstep: Class 11 contains 12159 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175314 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43701 members 
Mstep: Class 20 contains 26267 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700536.000000 Penalty: 43896.656250
Iteration 341Q: 22 clusters Score -4.170054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 17959 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13694 members 
Mstep: Class 11 contains 12162 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175309 members 
Mstep: Class 16 contains 12823 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43701 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700532.000000 Penalty: 43896.656250
Iteration 342Q: 22 clusters Score -4.170053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 17959 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13692 members 
Mstep: Class 11 contains 12166 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175308 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43701 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700556.000000 Penalty: 43896.656250
Iteration 343Q: 22 clusters Score -4.170056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 17959 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13686 members 
Mstep: Class 11 contains 12175 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175305 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43701 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700556.000000 Penalty: 43896.656250
Iteration 344Q: 22 clusters Score -4.170056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 17959 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175303 members 
Mstep: Class 16 contains 12821 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43702 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700556.000000 Penalty: 43896.656250
Iteration 345Q: 22 clusters Score -4.170056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 17960 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13680 members 
Mstep: Class 11 contains 12183 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175301 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43704 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700560.000000 Penalty: 43896.656250
Iteration 346Q: 22 clusters Score -4.170056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34442 members 
Mstep: Class 3 contains 17960 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13676 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175300 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43705 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700560.000000 Penalty: 43896.656250
Iteration 347Q: 22 clusters Score -4.170056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 17960 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13675 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175302 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700548.000000 Penalty: 43896.656250
Iteration 348Q: 22 clusters Score -4.170055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34438 members 
Mstep: Class 3 contains 17960 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 12188 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175302 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700536.000000 Penalty: 43896.656250
Iteration 349Q: 22 clusters Score -4.170054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34436 members 
Mstep: Class 3 contains 17960 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175304 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 26269 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700564.000000 Penalty: 43896.656250
Iteration 350Q: 22 clusters Score -4.170056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34436 members 
Mstep: Class 3 contains 17960 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175303 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 26270 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700552.000000 Penalty: 43896.656250
Iteration 351Q: 22 clusters Score -4.170055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34436 members 
Mstep: Class 3 contains 17960 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 175303 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 26270 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41700552.000000 Penalty: 43896.656250
Iteration 352F: 22 clusters Score -4.170055e+07 nChanged 0
Entering ConstructFrom: 
Score: -41700552.000000 Penalty: 43896.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -531326.437500 Penalty: 1375.434814
	Iteration 0F: 2 clusters Score -531326.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -527491.250000 Penalty: 2750.869629
	Iteration 0F: 3 clusters Score -527491.2 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -528493.625000 Penalty: 2750.869629
	Iteration 1F: 3 clusters Score -528493.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -528669.625000 Penalty: 2750.869629
	Iteration 2F: 3 clusters Score -528669.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -528818.062500 Penalty: 2750.869629
	Iteration 3F: 3 clusters Score -528818.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -528941.000000 Penalty: 2750.869629
	Iteration 4Q: 3 clusters Score -528941 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -529013.625000 Penalty: 2750.869629
	Iteration 5Q: 3 clusters Score -529013.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -529072.375000 Penalty: 2750.869629
	Iteration 6Q: 3 clusters Score -529072.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -529128.187500 Penalty: 2750.869629
	Iteration 7Q: 3 clusters Score -529128.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -529171.937500 Penalty: 2750.869629
	Iteration 8Q: 3 clusters Score -529171.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -529221.125000 Penalty: 2750.869629
	Iteration 9Q: 3 clusters Score -529221.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -529269.437500 Penalty: 2750.869629
	Iteration 10Q: 3 clusters Score -529269.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -529314.812500 Penalty: 2750.869629
	Iteration 11Q: 3 clusters Score -529314.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -529356.875000 Penalty: 2750.869629
	Iteration 12Q: 3 clusters Score -529356.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -529411.750000 Penalty: 2750.869629
	Iteration 13Q: 3 clusters Score -529411.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -529455.562500 Penalty: 2750.869629
	Iteration 14Q: 3 clusters Score -529455.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -529496.125000 Penalty: 2750.869629
	Iteration 15Q: 3 clusters Score -529496.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -529533.750000 Penalty: 2750.869629
	Iteration 16Q: 3 clusters Score -529533.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -529573.250000 Penalty: 2750.869629
	Iteration 17Q: 3 clusters Score -529573.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -529617.875000 Penalty: 2750.869629
	Iteration 18Q: 3 clusters Score -529617.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -529651.562500 Penalty: 2750.869629
	Iteration 19Q: 3 clusters Score -529651.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -529675.687500 Penalty: 2750.869629
	Iteration 20F: 3 clusters Score -529675.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -529706.687500 Penalty: 2750.869629
	Iteration 21Q: 3 clusters Score -529706.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -529744.750000 Penalty: 2750.869629
	Iteration 22Q: 3 clusters Score -529744.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -529776.375000 Penalty: 2750.869629
	Iteration 23Q: 3 clusters Score -529776.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -529805.937500 Penalty: 2750.869629
	Iteration 24Q: 3 clusters Score -529805.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -529833.437500 Penalty: 2750.869629
	Iteration 25Q: 3 clusters Score -529833.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -529862.812500 Penalty: 2750.869629
	Iteration 26Q: 3 clusters Score -529862.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -529885.250000 Penalty: 2750.869629
	Iteration 27Q: 3 clusters Score -529885.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -529904.062500 Penalty: 2750.869629
	Iteration 28Q: 3 clusters Score -529904.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -529924.687500 Penalty: 2750.869629
	Iteration 29Q: 3 clusters Score -529924.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -529949.562500 Penalty: 2750.869629
	Iteration 30Q: 3 clusters Score -529949.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -529973.750000 Penalty: 2750.869629
	Iteration 31Q: 3 clusters Score -529973.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -529998.562500 Penalty: 2750.869629
	Iteration 32Q: 3 clusters Score -529998.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -530028.312500 Penalty: 2750.869629
	Iteration 33Q: 3 clusters Score -530028.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -530047.312500 Penalty: 2750.869629
	Iteration 34Q: 3 clusters Score -530047.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -530065.125000 Penalty: 2750.869629
	Iteration 35Q: 3 clusters Score -530065.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -530084.062500 Penalty: 2750.869629
	Iteration 36Q: 3 clusters Score -530084.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -530093.062500 Penalty: 2750.869629
	Iteration 37Q: 3 clusters Score -530093.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -530098.375000 Penalty: 2750.869629
	Iteration 38Q: 3 clusters Score -530098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -530101.625000 Penalty: 2750.869629
	Iteration 39Q: 3 clusters Score -530101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -530105.875000 Penalty: 2750.869629
	Iteration 40F: 3 clusters Score -530105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -530107.625000 Penalty: 2750.869629
	Iteration 41Q: 3 clusters Score -530107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -530107.562500 Penalty: 2750.869629
	Iteration 42Q: 3 clusters Score -530107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -530107.562500 Penalty: 2750.869629
	Iteration 43F: 3 clusters Score -530107.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Entering Unmasked Estep 
Score: -3860605.250000 Penalty: 1697.614380
	Iteration 0F: 2 clusters Score -3860605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3837456.750000 Penalty: 3395.228760
	Iteration 0F: 3 clusters Score -3837457 nChanged 16082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3846252.000000 Penalty: 3395.228760
	Iteration 1F: 3 clusters Score -3846252 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3846643.750000 Penalty: 3395.228760
	Iteration 2Q: 3 clusters Score -3846644 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3847014.000000 Penalty: 3395.228760
	Iteration 3Q: 3 clusters Score -3847014 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3847362.750000 Penalty: 3395.228760
	Iteration 4Q: 3 clusters Score -3847363 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3847730.250000 Penalty: 3395.228760
	Iteration 5Q: 3 clusters Score -3847730 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3848229.250000 Penalty: 3395.228760
	Iteration 6Q: 3 clusters Score -3848229 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3848871.750000 Penalty: 3395.228760
	Iteration 7Q: 3 clusters Score -3848872 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3849854.000000 Penalty: 3395.228760
	Iteration 8Q: 3 clusters Score -3849854 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3851144.000000 Penalty: 3395.228760
	Iteration 9F: 3 clusters Score -3851144 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3852668.000000 Penalty: 3395.228760
	Iteration 10F: 3 clusters Score -3852668 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3854123.500000 Penalty: 3395.228760
	Iteration 11F: 3 clusters Score -3854124 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3855231.500000 Penalty: 3395.228760
	Iteration 12Q: 3 clusters Score -3855232 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3855929.000000 Penalty: 3395.228760
	Iteration 13Q: 3 clusters Score -3855929 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3856334.500000 Penalty: 3395.228760
	Iteration 14Q: 3 clusters Score -3856334 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3856560.500000 Penalty: 3395.228760
	Iteration 15Q: 3 clusters Score -3856560 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3856705.000000 Penalty: 3395.228760
	Iteration 16Q: 3 clusters Score -3856705 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3856834.000000 Penalty: 3395.228760
	Iteration 17Q: 3 clusters Score -3856834 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3856919.500000 Penalty: 3395.228760
	Iteration 18Q: 3 clusters Score -3856920 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3857010.250000 Penalty: 3395.228760
	Iteration 19Q: 3 clusters Score -3857010 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3857110.250000 Penalty: 3395.228760
	Iteration 20F: 3 clusters Score -3857110 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3857206.250000 Penalty: 3395.228760
	Iteration 21Q: 3 clusters Score -3857206 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3857311.000000 Penalty: 3395.228760
	Iteration 22Q: 3 clusters Score -3857311 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3857425.250000 Penalty: 3395.228760
	Iteration 23Q: 3 clusters Score -3857425 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -3857546.500000 Penalty: 3395.228760
	Iteration 24Q: 3 clusters Score -3857546 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3857676.250000 Penalty: 3395.228760
	Iteration 25Q: 3 clusters Score -3857676 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3857834.750000 Penalty: 3395.228760
	Iteration 26Q: 3 clusters Score -3857835 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -3857987.250000 Penalty: 3395.228760
	Iteration 27Q: 3 clusters Score -3857987 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -3858197.500000 Penalty: 3395.228760
	Iteration 28Q: 3 clusters Score -3858198 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3858426.250000 Penalty: 3395.228760
	Iteration 29Q: 3 clusters Score -3858426 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -3858620.500000 Penalty: 3395.228760
	Iteration 30Q: 3 clusters Score -3858620 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3858770.750000 Penalty: 3395.228760
	Iteration 31Q: 3 clusters Score -3858771 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -3858892.250000 Penalty: 3395.228760
	Iteration 32Q: 3 clusters Score -3858892 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -3859011.500000 Penalty: 3395.228760
	Iteration 33Q: 3 clusters Score -3859012 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3859129.000000 Penalty: 3395.228760
	Iteration 34Q: 3 clusters Score -3859129 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3859214.500000 Penalty: 3395.228760
	Iteration 35Q: 3 clusters Score -3859214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -3859286.750000 Penalty: 3395.228760
	Iteration 36Q: 3 clusters Score -3859287 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3859337.500000 Penalty: 3395.228760
	Iteration 37Q: 3 clusters Score -3859338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -3859367.500000 Penalty: 3395.228760
	Iteration 38Q: 3 clusters Score -3859368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -3859391.000000 Penalty: 3395.228760
	Iteration 39Q: 3 clusters Score -3859391 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3859406.500000 Penalty: 3395.228760
	Iteration 40F: 3 clusters Score -3859406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -3859418.750000 Penalty: 3395.228760
	Iteration 41Q: 3 clusters Score -3859419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -3859423.000000 Penalty: 3395.228760
	Iteration 42Q: 3 clusters Score -3859423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3859426.500000 Penalty: 3395.228760
	Iteration 43Q: 3 clusters Score -3859426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -3859433.500000 Penalty: 3395.228760
	Iteration 44Q: 3 clusters Score -3859434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -3859428.500000 Penalty: 3395.228760
	Iteration 45Q: 3 clusters Score -3859428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -3859432.500000 Penalty: 3395.228760
	Iteration 46Q: 3 clusters Score -3859432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3859440.250000 Penalty: 3395.228760
	Iteration 47Q: 3 clusters Score -3859440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -3859437.500000 Penalty: 3395.228760
	Iteration 48Q: 3 clusters Score -3859438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -3859437.500000 Penalty: 3395.228760
	Iteration 49Q: 3 clusters Score -3859438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -3859435.500000 Penalty: 3395.228760
	Iteration 50Q: 3 clusters Score -3859436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -3859437.250000 Penalty: 3395.228760
	Iteration 51Q: 3 clusters Score -3859437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -3859435.750000 Penalty: 3395.228760
	Iteration 52Q: 3 clusters Score -3859436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -3859433.000000 Penalty: 3395.228760
	Iteration 53Q: 3 clusters Score -3859433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -3859433.000000 Penalty: 3395.228760
	Iteration 54F: 3 clusters Score -3859433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Entering Unmasked Estep 
Score: -2034145.875000 Penalty: 1591.834106
	Iteration 0F: 2 clusters Score -2034146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2021866.000000 Penalty: 3183.668213
	Iteration 0F: 3 clusters Score -2021866 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2026288.500000 Penalty: 3183.668213
	Iteration 1F: 3 clusters Score -2026288 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2026649.375000 Penalty: 3183.668213
	Iteration 2F: 3 clusters Score -2026649 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2027010.625000 Penalty: 3183.668213
	Iteration 3Q: 3 clusters Score -2027011 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2027425.625000 Penalty: 3183.668213
	Iteration 4Q: 3 clusters Score -2027426 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2027982.000000 Penalty: 3183.668213
	Iteration 5F: 3 clusters Score -2027982 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2028711.250000 Penalty: 3183.668213
	Iteration 6F: 3 clusters Score -2028711 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2029546.500000 Penalty: 3183.668213
	Iteration 7F: 3 clusters Score -2029546 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2030340.375000 Penalty: 3183.668213
	Iteration 8F: 3 clusters Score -2030340 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2030867.375000 Penalty: 3183.668213
	Iteration 9Q: 3 clusters Score -2030867 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2031167.000000 Penalty: 3183.668213
	Iteration 10Q: 3 clusters Score -2031167 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2031337.500000 Penalty: 3183.668213
	Iteration 11Q: 3 clusters Score -2031338 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2031440.000000 Penalty: 3183.668213
	Iteration 12Q: 3 clusters Score -2031440 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2031542.250000 Penalty: 3183.668213
	Iteration 13Q: 3 clusters Score -2031542 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2031632.125000 Penalty: 3183.668213
	Iteration 14Q: 3 clusters Score -2031632 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2031708.250000 Penalty: 3183.668213
	Iteration 15Q: 3 clusters Score -2031708 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2031767.125000 Penalty: 3183.668213
	Iteration 16Q: 3 clusters Score -2031767 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2031841.875000 Penalty: 3183.668213
	Iteration 17Q: 3 clusters Score -2031842 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2031900.875000 Penalty: 3183.668213
	Iteration 18Q: 3 clusters Score -2031901 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2031947.375000 Penalty: 3183.668213
	Iteration 19Q: 3 clusters Score -2031947 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2031976.500000 Penalty: 3183.668213
	Iteration 20F: 3 clusters Score -2031976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2032005.625000 Penalty: 3183.668213
	Iteration 21Q: 3 clusters Score -2032006 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2032045.875000 Penalty: 3183.668213
	Iteration 22Q: 3 clusters Score -2032046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2032082.000000 Penalty: 3183.668213
	Iteration 23Q: 3 clusters Score -2032082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2032107.625000 Penalty: 3183.668213
	Iteration 24Q: 3 clusters Score -2032108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2032137.125000 Penalty: 3183.668213
	Iteration 25Q: 3 clusters Score -2032137 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2032167.125000 Penalty: 3183.668213
	Iteration 26Q: 3 clusters Score -2032167 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2032196.750000 Penalty: 3183.668213
	Iteration 27Q: 3 clusters Score -2032197 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2032225.500000 Penalty: 3183.668213
	Iteration 28Q: 3 clusters Score -2032226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2032239.875000 Penalty: 3183.668213
	Iteration 29Q: 3 clusters Score -2032240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2032264.750000 Penalty: 3183.668213
	Iteration 30Q: 3 clusters Score -2032265 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2032295.250000 Penalty: 3183.668213
	Iteration 31Q: 3 clusters Score -2032295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2032313.875000 Penalty: 3183.668213
	Iteration 32Q: 3 clusters Score -2032314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2032333.375000 Penalty: 3183.668213
	Iteration 33Q: 3 clusters Score -2032333 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2032350.875000 Penalty: 3183.668213
	Iteration 34Q: 3 clusters Score -2032351 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2032381.625000 Penalty: 3183.668213
	Iteration 35Q: 3 clusters Score -2032382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2032408.250000 Penalty: 3183.668213
	Iteration 36Q: 3 clusters Score -2032408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2032426.125000 Penalty: 3183.668213
	Iteration 37Q: 3 clusters Score -2032426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2032448.125000 Penalty: 3183.668213
	Iteration 38Q: 3 clusters Score -2032448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2032460.500000 Penalty: 3183.668213
	Iteration 39Q: 3 clusters Score -2032460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2032474.000000 Penalty: 3183.668213
	Iteration 40F: 3 clusters Score -2032474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2032492.250000 Penalty: 3183.668213
	Iteration 41Q: 3 clusters Score -2032492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2032513.375000 Penalty: 3183.668213
	Iteration 42Q: 3 clusters Score -2032513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2032533.250000 Penalty: 3183.668213
	Iteration 43Q: 3 clusters Score -2032533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2032548.000000 Penalty: 3183.668213
	Iteration 44Q: 3 clusters Score -2032548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2032561.000000 Penalty: 3183.668213
	Iteration 45Q: 3 clusters Score -2032561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2032576.375000 Penalty: 3183.668213
	Iteration 46Q: 3 clusters Score -2032576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2032583.000000 Penalty: 3183.668213
	Iteration 47Q: 3 clusters Score -2032583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2032595.750000 Penalty: 3183.668213
	Iteration 48Q: 3 clusters Score -2032596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2032608.750000 Penalty: 3183.668213
	Iteration 49Q: 3 clusters Score -2032609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2032628.750000 Penalty: 3183.668213
	Iteration 50Q: 3 clusters Score -2032629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2032639.625000 Penalty: 3183.668213
	Iteration 51Q: 3 clusters Score -2032640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2032652.250000 Penalty: 3183.668213
	Iteration 52Q: 3 clusters Score -2032652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2032664.625000 Penalty: 3183.668213
	Iteration 53Q: 3 clusters Score -2032665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2032673.250000 Penalty: 3183.668213
	Iteration 54Q: 3 clusters Score -2032673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2032677.125000 Penalty: 3183.668213
	Iteration 55Q: 3 clusters Score -2032677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2032683.500000 Penalty: 3183.668213
	Iteration 56Q: 3 clusters Score -2032684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2032690.125000 Penalty: 3183.668213
	Iteration 57Q: 3 clusters Score -2032690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2032697.125000 Penalty: 3183.668213
	Iteration 58Q: 3 clusters Score -2032697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2032699.750000 Penalty: 3183.668213
	Iteration 59Q: 3 clusters Score -2032700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2032704.000000 Penalty: 3183.668213
	Iteration 60F: 3 clusters Score -2032704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2032712.750000 Penalty: 3183.668213
	Iteration 61Q: 3 clusters Score -2032713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2032714.000000 Penalty: 3183.668213
	Iteration 62Q: 3 clusters Score -2032714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2032718.000000 Penalty: 3183.668213
	Iteration 63Q: 3 clusters Score -2032718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2032718.375000 Penalty: 3183.668213
	Iteration 64Q: 3 clusters Score -2032718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2032721.750000 Penalty: 3183.668213
	Iteration 65Q: 3 clusters Score -2032722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2032724.250000 Penalty: 3183.668213
	Iteration 66Q: 3 clusters Score -2032724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2032725.750000 Penalty: 3183.668213
	Iteration 67Q: 3 clusters Score -2032726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2032729.875000 Penalty: 3183.668213
	Iteration 68Q: 3 clusters Score -2032730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2032731.125000 Penalty: 3183.668213
	Iteration 69Q: 3 clusters Score -2032731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2032732.625000 Penalty: 3183.668213
	Iteration 70Q: 3 clusters Score -2032733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2032732.625000 Penalty: 3183.668213
	Iteration 71F: 3 clusters Score -2032733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -275535.843750 Penalty: 1276.903564
	Iteration 0F: 2 clusters Score -275535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -273087.937500 Penalty: 2553.807129
	Iteration 0F: 3 clusters Score -273087.9 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -273648.187500 Penalty: 2553.807129
	Iteration 1F: 3 clusters Score -273648.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -273818.812500 Penalty: 2553.807129
	Iteration 2F: 3 clusters Score -273818.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -273971.343750 Penalty: 2553.807129
	Iteration 3F: 3 clusters Score -273971.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -274087.625000 Penalty: 2553.807129
	Iteration 4F: 3 clusters Score -274087.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -274161.906250 Penalty: 2553.807129
	Iteration 5Q: 3 clusters Score -274161.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -274222.156250 Penalty: 2553.807129
	Iteration 6Q: 3 clusters Score -274222.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -274285.750000 Penalty: 2553.807129
	Iteration 7Q: 3 clusters Score -274285.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -274337.437500 Penalty: 2553.807129
	Iteration 8Q: 3 clusters Score -274337.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -274388.625000 Penalty: 2553.807129
	Iteration 9Q: 3 clusters Score -274388.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -274425.781250 Penalty: 2553.807129
	Iteration 10Q: 3 clusters Score -274425.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -274457.937500 Penalty: 2553.807129
	Iteration 11Q: 3 clusters Score -274457.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -274483.437500 Penalty: 2553.807129
	Iteration 12Q: 3 clusters Score -274483.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -274518.093750 Penalty: 2553.807129
	Iteration 13Q: 3 clusters Score -274518.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -274539.812500 Penalty: 2553.807129
	Iteration 14Q: 3 clusters Score -274539.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -274552.500000 Penalty: 2553.807129
	Iteration 15Q: 3 clusters Score -274552.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -274573.875000 Penalty: 2553.807129
	Iteration 16Q: 3 clusters Score -274573.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -274589.437500 Penalty: 2553.807129
	Iteration 17Q: 3 clusters Score -274589.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -274602.343750 Penalty: 2553.807129
	Iteration 18Q: 3 clusters Score -274602.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -274613.562500 Penalty: 2553.807129
	Iteration 19Q: 3 clusters Score -274613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -274619.187500 Penalty: 2553.807129
	Iteration 20F: 3 clusters Score -274619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -274622.937500 Penalty: 2553.807129
	Iteration 21Q: 3 clusters Score -274622.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -274625.812500 Penalty: 2553.807129
	Iteration 22Q: 3 clusters Score -274625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -274628.187500 Penalty: 2553.807129
	Iteration 23Q: 3 clusters Score -274628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -274630.718750 Penalty: 2553.807129
	Iteration 24Q: 3 clusters Score -274630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -274632.812500 Penalty: 2553.807129
	Iteration 25Q: 3 clusters Score -274632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -274635.625000 Penalty: 2553.807129
	Iteration 26Q: 3 clusters Score -274635.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -274635.625000 Penalty: 2553.807129
	Iteration 27F: 3 clusters Score -274635.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Entering Unmasked Estep 
Score: -925594.750000 Penalty: 1471.508789
	Iteration 0F: 2 clusters Score -925594.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -919340.500000 Penalty: 2943.017578
	Iteration 0F: 3 clusters Score -919340.5 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -921734.500000 Penalty: 2943.017578
	Iteration 1F: 3 clusters Score -921734.5 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -922455.625000 Penalty: 2943.017578
	Iteration 2F: 3 clusters Score -922455.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -923092.187500 Penalty: 2943.017578
	Iteration 3F: 3 clusters Score -923092.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -923602.000000 Penalty: 2943.017578
	Iteration 4F: 3 clusters Score -923602 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -923986.250000 Penalty: 2943.017578
	Iteration 5F: 3 clusters Score -923986.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -924253.812500 Penalty: 2943.017578
	Iteration 6F: 3 clusters Score -924253.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -924474.000000 Penalty: 2943.017578
	Iteration 7Q: 3 clusters Score -924474 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -924651.687500 Penalty: 2943.017578
	Iteration 8Q: 3 clusters Score -924651.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -924762.062500 Penalty: 2943.017578
	Iteration 9Q: 3 clusters Score -924762.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -924849.000000 Penalty: 2943.017578
	Iteration 10Q: 3 clusters Score -924849 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -924923.375000 Penalty: 2943.017578
	Iteration 11Q: 3 clusters Score -924923.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -924974.562500 Penalty: 2943.017578
	Iteration 12Q: 3 clusters Score -924974.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -925020.625000 Penalty: 2943.017578
	Iteration 13Q: 3 clusters Score -925020.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -925069.437500 Penalty: 2943.017578
	Iteration 14Q: 3 clusters Score -925069.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -925121.062500 Penalty: 2943.017578
	Iteration 15Q: 3 clusters Score -925121.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -925167.000000 Penalty: 2943.017578
	Iteration 16Q: 3 clusters Score -925167 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -925206.312500 Penalty: 2943.017578
	Iteration 17Q: 3 clusters Score -925206.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -925235.500000 Penalty: 2943.017578
	Iteration 18Q: 3 clusters Score -925235.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -925263.875000 Penalty: 2943.017578
	Iteration 19Q: 3 clusters Score -925263.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -925293.375000 Penalty: 2943.017578
	Iteration 20F: 3 clusters Score -925293.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -925326.000000 Penalty: 2943.017578
	Iteration 21Q: 3 clusters Score -925326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -925352.187500 Penalty: 2943.017578
	Iteration 22Q: 3 clusters Score -925352.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -925368.375000 Penalty: 2943.017578
	Iteration 23Q: 3 clusters Score -925368.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -925386.687500 Penalty: 2943.017578
	Iteration 24Q: 3 clusters Score -925386.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -925404.000000 Penalty: 2943.017578
	Iteration 25Q: 3 clusters Score -925404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -925419.375000 Penalty: 2943.017578
	Iteration 26Q: 3 clusters Score -925419.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -925431.312500 Penalty: 2943.017578
	Iteration 27Q: 3 clusters Score -925431.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -925441.062500 Penalty: 2943.017578
	Iteration 28Q: 3 clusters Score -925441.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -925449.187500 Penalty: 2943.017578
	Iteration 29Q: 3 clusters Score -925449.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -925458.812500 Penalty: 2943.017578
	Iteration 30Q: 3 clusters Score -925458.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -925462.000000 Penalty: 2943.017578
	Iteration 31Q: 3 clusters Score -925462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -925468.937500 Penalty: 2943.017578
	Iteration 32Q: 3 clusters Score -925468.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -925475.562500 Penalty: 2943.017578
	Iteration 33Q: 3 clusters Score -925475.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -925482.625000 Penalty: 2943.017578
	Iteration 34Q: 3 clusters Score -925482.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -925486.437500 Penalty: 2943.017578
	Iteration 35Q: 3 clusters Score -925486.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -925490.500000 Penalty: 2943.017578
	Iteration 36Q: 3 clusters Score -925490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -925492.937500 Penalty: 2943.017578
	Iteration 37Q: 3 clusters Score -925492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -925494.500000 Penalty: 2943.017578
	Iteration 38Q: 3 clusters Score -925494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -925493.937500 Penalty: 2943.017578
	Iteration 39Q: 3 clusters Score -925493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -925494.937500 Penalty: 2943.017578
	Iteration 40F: 3 clusters Score -925494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -925496.125000 Penalty: 2943.017578
	Iteration 41Q: 3 clusters Score -925496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -925496.125000 Penalty: 2943.017578
	Iteration 42F: 3 clusters Score -925496.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -96407.460938 Penalty: 1106.827271
	Iteration 0F: 2 clusters Score -96407.46 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 458 members 
Entering Unmasked Estep 
Score: -95032.164062 Penalty: 2213.654541
	Iteration 0F: 3 clusters Score -95032.16 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -95246.187500 Penalty: 2213.654541
	Iteration 1F: 3 clusters Score -95246.19 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -95315.453125 Penalty: 2213.654541
	Iteration 2F: 3 clusters Score -95315.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95354.117188 Penalty: 2213.654541
	Iteration 3Q: 3 clusters Score -95354.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -95377.734375 Penalty: 2213.654541
	Iteration 4Q: 3 clusters Score -95377.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -95385.640625 Penalty: 2213.654541
	Iteration 5Q: 3 clusters Score -95385.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -95394.789062 Penalty: 2213.654541
	Iteration 6Q: 3 clusters Score -95394.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -95407.187500 Penalty: 2213.654541
	Iteration 7Q: 3 clusters Score -95407.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -95419.148438 Penalty: 2213.654541
	Iteration 8Q: 3 clusters Score -95419.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95429.914062 Penalty: 2213.654541
	Iteration 9Q: 3 clusters Score -95429.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95433.375000 Penalty: 2213.654541
	Iteration 10Q: 3 clusters Score -95433.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95434.304688 Penalty: 2213.654541
	Iteration 11Q: 3 clusters Score -95434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95435.429688 Penalty: 2213.654541
	Iteration 12Q: 3 clusters Score -95435.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95435.429688 Penalty: 2213.654541
	Iteration 13F: 3 clusters Score -95435.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -171947.796875 Penalty: 1207.297119
	Iteration 0F: 2 clusters Score -171947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170040.671875 Penalty: 2414.594238
	Iteration 0F: 3 clusters Score -170040.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -170441.562500 Penalty: 2414.594238
	Iteration 1F: 3 clusters Score -170441.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -170598.375000 Penalty: 2414.594238
	Iteration 2F: 3 clusters Score -170598.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -170750.515625 Penalty: 2414.594238
	Iteration 3F: 3 clusters Score -170750.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -170951.562500 Penalty: 2414.594238
	Iteration 4F: 3 clusters Score -170951.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -171156.062500 Penalty: 2414.594238
	Iteration 5F: 3 clusters Score -171156.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -171295.500000 Penalty: 2414.594238
	Iteration 6F: 3 clusters Score -171295.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171396.296875 Penalty: 2414.594238
	Iteration 7Q: 3 clusters Score -171396.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -171459.593750 Penalty: 2414.594238
	Iteration 8Q: 3 clusters Score -171459.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171490.500000 Penalty: 2414.594238
	Iteration 9Q: 3 clusters Score -171490.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171509.609375 Penalty: 2414.594238
	Iteration 10Q: 3 clusters Score -171509.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -171523.562500 Penalty: 2414.594238
	Iteration 11Q: 3 clusters Score -171523.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -171534.156250 Penalty: 2414.594238
	Iteration 12Q: 3 clusters Score -171534.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -171539.734375 Penalty: 2414.594238
	Iteration 13Q: 3 clusters Score -171539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -171540.687500 Penalty: 2414.594238
	Iteration 14Q: 3 clusters Score -171540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -171540.796875 Penalty: 2414.594238
	Iteration 15Q: 3 clusters Score -171540.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -171540.796875 Penalty: 2414.594238
	Iteration 16F: 3 clusters Score -171540.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Entering Unmasked Estep 
Score: -496925.562500 Penalty: 1366.380249
	Iteration 0F: 2 clusters Score -496925.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -493272.968750 Penalty: 2732.760498
	Iteration 0F: 3 clusters Score -493273 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -494302.062500 Penalty: 2732.760498
	Iteration 1F: 3 clusters Score -494302.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -494550.031250 Penalty: 2732.760498
	Iteration 2F: 3 clusters Score -494550 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -494731.593750 Penalty: 2732.760498
	Iteration 3F: 3 clusters Score -494731.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -494907.062500 Penalty: 2732.760498
	Iteration 4F: 3 clusters Score -494907.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -495027.343750 Penalty: 2732.760498
	Iteration 5Q: 3 clusters Score -495027.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -495137.875000 Penalty: 2732.760498
	Iteration 6Q: 3 clusters Score -495137.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -495241.625000 Penalty: 2732.760498
	Iteration 7Q: 3 clusters Score -495241.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -495327.250000 Penalty: 2732.760498
	Iteration 8Q: 3 clusters Score -495327.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -495399.343750 Penalty: 2732.760498
	Iteration 9Q: 3 clusters Score -495399.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -495464.406250 Penalty: 2732.760498
	Iteration 10Q: 3 clusters Score -495464.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -495509.750000 Penalty: 2732.760498
	Iteration 11Q: 3 clusters Score -495509.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -495552.593750 Penalty: 2732.760498
	Iteration 12Q: 3 clusters Score -495552.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -495580.125000 Penalty: 2732.760498
	Iteration 13Q: 3 clusters Score -495580.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -495602.156250 Penalty: 2732.760498
	Iteration 14Q: 3 clusters Score -495602.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -495620.062500 Penalty: 2732.760498
	Iteration 15Q: 3 clusters Score -495620.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -495641.500000 Penalty: 2732.760498
	Iteration 16Q: 3 clusters Score -495641.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -495656.593750 Penalty: 2732.760498
	Iteration 17Q: 3 clusters Score -495656.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -495667.531250 Penalty: 2732.760498
	Iteration 18Q: 3 clusters Score -495667.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -495681.562500 Penalty: 2732.760498
	Iteration 19Q: 3 clusters Score -495681.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -495690.250000 Penalty: 2732.760498
	Iteration 20F: 3 clusters Score -495690.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -495698.937500 Penalty: 2732.760498
	Iteration 21Q: 3 clusters Score -495698.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -495705.437500 Penalty: 2732.760498
	Iteration 22Q: 3 clusters Score -495705.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -495708.562500 Penalty: 2732.760498
	Iteration 23Q: 3 clusters Score -495708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -495710.781250 Penalty: 2732.760498
	Iteration 24Q: 3 clusters Score -495710.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -495713.375000 Penalty: 2732.760498
	Iteration 25Q: 3 clusters Score -495713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -495717.687500 Penalty: 2732.760498
	Iteration 26Q: 3 clusters Score -495717.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -495718.031250 Penalty: 2732.760498
	Iteration 27Q: 3 clusters Score -495718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -495719.468750 Penalty: 2732.760498
	Iteration 28Q: 3 clusters Score -495719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -495719.781250 Penalty: 2732.760498
	Iteration 29Q: 3 clusters Score -495719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -495722.687500 Penalty: 2732.760498
	Iteration 30Q: 3 clusters Score -495722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -495724.156250 Penalty: 2732.760498
	Iteration 31Q: 3 clusters Score -495724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -495726.812500 Penalty: 2732.760498
	Iteration 32Q: 3 clusters Score -495726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -495728.531250 Penalty: 2732.760498
	Iteration 33Q: 3 clusters Score -495728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -495728.687500 Penalty: 2732.760498
	Iteration 34Q: 3 clusters Score -495728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -495730.218750 Penalty: 2732.760498
	Iteration 35Q: 3 clusters Score -495730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -495730.656250 Penalty: 2732.760498
	Iteration 36Q: 3 clusters Score -495730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -495730.625000 Penalty: 2732.760498
	Iteration 37Q: 3 clusters Score -495730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -495730.625000 Penalty: 2732.760498
	Iteration 38F: 3 clusters Score -495730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Entering Unmasked Estep 
Score: -1543871.625000 Penalty: 1547.563965
	Iteration 0F: 2 clusters Score -1543872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1534320.625000 Penalty: 3095.127930
	Iteration 0F: 3 clusters Score -1534321 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1537509.500000 Penalty: 3095.127930
	Iteration 1F: 3 clusters Score -1537510 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1537797.000000 Penalty: 3095.127930
	Iteration 2F: 3 clusters Score -1537797 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1538057.875000 Penalty: 3095.127930
	Iteration 3Q: 3 clusters Score -1538058 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1538345.625000 Penalty: 3095.127930
	Iteration 4Q: 3 clusters Score -1538346 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1538641.375000 Penalty: 3095.127930
	Iteration 5Q: 3 clusters Score -1538641 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1538952.125000 Penalty: 3095.127930
	Iteration 6Q: 3 clusters Score -1538952 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1539275.875000 Penalty: 3095.127930
	Iteration 7Q: 3 clusters Score -1539276 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1539650.375000 Penalty: 3095.127930
	Iteration 8Q: 3 clusters Score -1539650 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1540060.500000 Penalty: 3095.127930
	Iteration 9Q: 3 clusters Score -1540060 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1540525.500000 Penalty: 3095.127930
	Iteration 10Q: 3 clusters Score -1540526 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1540941.250000 Penalty: 3095.127930
	Iteration 11Q: 3 clusters Score -1540941 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1541263.250000 Penalty: 3095.127930
	Iteration 12Q: 3 clusters Score -1541263 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1541480.000000 Penalty: 3095.127930
	Iteration 13Q: 3 clusters Score -1541480 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1541637.375000 Penalty: 3095.127930
	Iteration 14Q: 3 clusters Score -1541637 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1541741.875000 Penalty: 3095.127930
	Iteration 15Q: 3 clusters Score -1541742 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1541813.250000 Penalty: 3095.127930
	Iteration 16Q: 3 clusters Score -1541813 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1541863.000000 Penalty: 3095.127930
	Iteration 17Q: 3 clusters Score -1541863 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1541915.500000 Penalty: 3095.127930
	Iteration 18Q: 3 clusters Score -1541916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1541963.125000 Penalty: 3095.127930
	Iteration 19Q: 3 clusters Score -1541963 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1542010.875000 Penalty: 3095.127930
	Iteration 20F: 3 clusters Score -1542011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1542041.000000 Penalty: 3095.127930
	Iteration 21Q: 3 clusters Score -1542041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1542064.750000 Penalty: 3095.127930
	Iteration 22Q: 3 clusters Score -1542065 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1542091.250000 Penalty: 3095.127930
	Iteration 23Q: 3 clusters Score -1542091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1542121.500000 Penalty: 3095.127930
	Iteration 24Q: 3 clusters Score -1542122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1542149.875000 Penalty: 3095.127930
	Iteration 25Q: 3 clusters Score -1542150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1542177.125000 Penalty: 3095.127930
	Iteration 26Q: 3 clusters Score -1542177 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1542208.125000 Penalty: 3095.127930
	Iteration 27Q: 3 clusters Score -1542208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1542229.250000 Penalty: 3095.127930
	Iteration 28Q: 3 clusters Score -1542229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1542254.125000 Penalty: 3095.127930
	Iteration 29Q: 3 clusters Score -1542254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1542266.250000 Penalty: 3095.127930
	Iteration 30Q: 3 clusters Score -1542266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1542285.500000 Penalty: 3095.127930
	Iteration 31Q: 3 clusters Score -1542286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1542306.625000 Penalty: 3095.127930
	Iteration 32Q: 3 clusters Score -1542307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1542318.500000 Penalty: 3095.127930
	Iteration 33Q: 3 clusters Score -1542318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1542335.250000 Penalty: 3095.127930
	Iteration 34Q: 3 clusters Score -1542335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1542355.750000 Penalty: 3095.127930
	Iteration 35Q: 3 clusters Score -1542356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1542367.125000 Penalty: 3095.127930
	Iteration 36Q: 3 clusters Score -1542367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1542379.875000 Penalty: 3095.127930
	Iteration 37Q: 3 clusters Score -1542380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1542393.875000 Penalty: 3095.127930
	Iteration 38Q: 3 clusters Score -1542394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1542404.500000 Penalty: 3095.127930
	Iteration 39Q: 3 clusters Score -1542404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1542424.125000 Penalty: 3095.127930
	Iteration 40F: 3 clusters Score -1542424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1542436.000000 Penalty: 3095.127930
	Iteration 41Q: 3 clusters Score -1542436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1542450.500000 Penalty: 3095.127930
	Iteration 42Q: 3 clusters Score -1542450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1542460.125000 Penalty: 3095.127930
	Iteration 43Q: 3 clusters Score -1542460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1542472.625000 Penalty: 3095.127930
	Iteration 44Q: 3 clusters Score -1542473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1542479.875000 Penalty: 3095.127930
	Iteration 45Q: 3 clusters Score -1542480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1542488.000000 Penalty: 3095.127930
	Iteration 46Q: 3 clusters Score -1542488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1542492.375000 Penalty: 3095.127930
	Iteration 47Q: 3 clusters Score -1542492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1542498.000000 Penalty: 3095.127930
	Iteration 48Q: 3 clusters Score -1542498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1542502.875000 Penalty: 3095.127930
	Iteration 49Q: 3 clusters Score -1542503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1542504.375000 Penalty: 3095.127930
	Iteration 50Q: 3 clusters Score -1542504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1542509.875000 Penalty: 3095.127930
	Iteration 51Q: 3 clusters Score -1542510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1542510.125000 Penalty: 3095.127930
	Iteration 52Q: 3 clusters Score -1542510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1542508.500000 Penalty: 3095.127930
	Iteration 53Q: 3 clusters Score -1542508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1542510.250000 Penalty: 3095.127930
	Iteration 54Q: 3 clusters Score -1542510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1542512.375000 Penalty: 3095.127930
	Iteration 55Q: 3 clusters Score -1542512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1542513.500000 Penalty: 3095.127930
	Iteration 56Q: 3 clusters Score -1542514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1542515.250000 Penalty: 3095.127930
	Iteration 57Q: 3 clusters Score -1542515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1542515.250000 Penalty: 3095.127930
	Iteration 58F: 3 clusters Score -1542515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Entering Unmasked Estep 
Score: -1322286.375000 Penalty: 1528.820312
	Iteration 0F: 2 clusters Score -1322286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1313771.375000 Penalty: 3057.640625
	Iteration 0F: 3 clusters Score -1313771 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1316529.250000 Penalty: 3057.640625
	Iteration 1F: 3 clusters Score -1316529 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1316780.875000 Penalty: 3057.640625
	Iteration 2F: 3 clusters Score -1316781 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1316963.125000 Penalty: 3057.640625
	Iteration 3Q: 3 clusters Score -1316963 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1317120.625000 Penalty: 3057.640625
	Iteration 4Q: 3 clusters Score -1317121 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1317258.625000 Penalty: 3057.640625
	Iteration 5Q: 3 clusters Score -1317259 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1317401.500000 Penalty: 3057.640625
	Iteration 6Q: 3 clusters Score -1317402 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1317530.750000 Penalty: 3057.640625
	Iteration 7Q: 3 clusters Score -1317531 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1317671.875000 Penalty: 3057.640625
	Iteration 8Q: 3 clusters Score -1317672 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1317830.250000 Penalty: 3057.640625
	Iteration 9Q: 3 clusters Score -1317830 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1318060.125000 Penalty: 3057.640625
	Iteration 10Q: 3 clusters Score -1318060 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1318333.125000 Penalty: 3057.640625
	Iteration 11Q: 3 clusters Score -1318333 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1318635.500000 Penalty: 3057.640625
	Iteration 12Q: 3 clusters Score -1318636 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1318957.750000 Penalty: 3057.640625
	Iteration 13Q: 3 clusters Score -1318958 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1319249.250000 Penalty: 3057.640625
	Iteration 14Q: 3 clusters Score -1319249 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1319483.625000 Penalty: 3057.640625
	Iteration 15Q: 3 clusters Score -1319484 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1319679.250000 Penalty: 3057.640625
	Iteration 16Q: 3 clusters Score -1319679 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1319822.000000 Penalty: 3057.640625
	Iteration 17Q: 3 clusters Score -1319822 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1319968.625000 Penalty: 3057.640625
	Iteration 18Q: 3 clusters Score -1319969 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1320123.000000 Penalty: 3057.640625
	Iteration 19Q: 3 clusters Score -1320123 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1320272.750000 Penalty: 3057.640625
	Iteration 20F: 3 clusters Score -1320273 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1320402.125000 Penalty: 3057.640625
	Iteration 21Q: 3 clusters Score -1320402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1320496.875000 Penalty: 3057.640625
	Iteration 22Q: 3 clusters Score -1320497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1320571.000000 Penalty: 3057.640625
	Iteration 23Q: 3 clusters Score -1320571 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1320627.875000 Penalty: 3057.640625
	Iteration 24Q: 3 clusters Score -1320628 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1320671.375000 Penalty: 3057.640625
	Iteration 25Q: 3 clusters Score -1320671 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1320723.500000 Penalty: 3057.640625
	Iteration 26Q: 3 clusters Score -1320724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1320768.250000 Penalty: 3057.640625
	Iteration 27Q: 3 clusters Score -1320768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1320804.500000 Penalty: 3057.640625
	Iteration 28Q: 3 clusters Score -1320804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1320842.375000 Penalty: 3057.640625
	Iteration 29Q: 3 clusters Score -1320842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1320874.125000 Penalty: 3057.640625
	Iteration 30Q: 3 clusters Score -1320874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1320898.250000 Penalty: 3057.640625
	Iteration 31Q: 3 clusters Score -1320898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1320913.375000 Penalty: 3057.640625
	Iteration 32Q: 3 clusters Score -1320913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1320922.625000 Penalty: 3057.640625
	Iteration 33Q: 3 clusters Score -1320923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1320926.750000 Penalty: 3057.640625
	Iteration 34Q: 3 clusters Score -1320927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1320933.500000 Penalty: 3057.640625
	Iteration 35Q: 3 clusters Score -1320934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1320936.250000 Penalty: 3057.640625
	Iteration 36Q: 3 clusters Score -1320936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1320942.250000 Penalty: 3057.640625
	Iteration 37Q: 3 clusters Score -1320942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1320944.125000 Penalty: 3057.640625
	Iteration 38Q: 3 clusters Score -1320944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1320944.125000 Penalty: 3057.640625
	Iteration 39Q: 3 clusters Score -1320944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1320943.875000 Penalty: 3057.640625
	Iteration 40F: 3 clusters Score -1320944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1320944.000000 Penalty: 3057.640625
	Iteration 41Q: 3 clusters Score -1320944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1320944.000000 Penalty: 3057.640625
	Iteration 42F: 3 clusters Score -1320944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Entering Unmasked Estep 
Score: -864072.750000 Penalty: 1469.849854
	Iteration 0F: 2 clusters Score -864072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -857895.312500 Penalty: 2939.699707
	Iteration 0F: 3 clusters Score -857895.3 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -860053.062500 Penalty: 2939.699707
	Iteration 1F: 3 clusters Score -860053.1 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -860660.562500 Penalty: 2939.699707
	Iteration 2F: 3 clusters Score -860660.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -861239.312500 Penalty: 2939.699707
	Iteration 3F: 3 clusters Score -861239.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -861794.750000 Penalty: 2939.699707
	Iteration 4F: 3 clusters Score -861794.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -862342.625000 Penalty: 2939.699707
	Iteration 5F: 3 clusters Score -862342.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -862835.125000 Penalty: 2939.699707
	Iteration 6F: 3 clusters Score -862835.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -863214.687500 Penalty: 2939.699707
	Iteration 7F: 3 clusters Score -863214.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -863490.687500 Penalty: 2939.699707
	Iteration 8Q: 3 clusters Score -863490.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -863670.000000 Penalty: 2939.699707
	Iteration 9Q: 3 clusters Score -863670 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -863772.250000 Penalty: 2939.699707
	Iteration 10Q: 3 clusters Score -863772.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -863828.000000 Penalty: 2939.699707
	Iteration 11Q: 3 clusters Score -863828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -863849.437500 Penalty: 2939.699707
	Iteration 12Q: 3 clusters Score -863849.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -863858.875000 Penalty: 2939.699707
	Iteration 13Q: 3 clusters Score -863858.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -863865.625000 Penalty: 2939.699707
	Iteration 14Q: 3 clusters Score -863865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -863869.500000 Penalty: 2939.699707
	Iteration 15Q: 3 clusters Score -863869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -863871.500000 Penalty: 2939.699707
	Iteration 16Q: 3 clusters Score -863871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -863871.562500 Penalty: 2939.699707
	Iteration 17Q: 3 clusters Score -863871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -863872.750000 Penalty: 2939.699707
	Iteration 18Q: 3 clusters Score -863872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -863872.062500 Penalty: 2939.699707
	Iteration 19Q: 3 clusters Score -863872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -863872.062500 Penalty: 2939.699707
	Iteration 20F: 3 clusters Score -863872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -414645.156250 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -414645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -411494.000000 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -411494 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -412357.437500 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -412357.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -412509.937500 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -412509.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -412598.093750 Penalty: 2673.375488
	Iteration 3Q: 3 clusters Score -412598.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -412653.593750 Penalty: 2673.375488
	Iteration 4Q: 3 clusters Score -412653.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -412701.625000 Penalty: 2673.375488
	Iteration 5Q: 3 clusters Score -412701.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -412744.937500 Penalty: 2673.375488
	Iteration 6Q: 3 clusters Score -412744.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -412782.750000 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -412782.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -412810.625000 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -412810.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -412829.687500 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -412829.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -412851.656250 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -412851.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -412869.062500 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -412869.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -412890.343750 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -412890.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -412906.000000 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -412906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -412918.500000 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -412918.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -412932.750000 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -412932.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -412944.000000 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -412944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -412961.187500 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -412961.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -412979.562500 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -412979.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -412996.093750 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -412996.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -413014.000000 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -413014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -413034.562500 Penalty: 2673.375488
	Iteration 21Q: 3 clusters Score -413034.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -413057.718750 Penalty: 2673.375488
	Iteration 22Q: 3 clusters Score -413057.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -413081.562500 Penalty: 2673.375488
	Iteration 23Q: 3 clusters Score -413081.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -413105.281250 Penalty: 2673.375488
	Iteration 24Q: 3 clusters Score -413105.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -413128.093750 Penalty: 2673.375488
	Iteration 25Q: 3 clusters Score -413128.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -413151.937500 Penalty: 2673.375488
	Iteration 26Q: 3 clusters Score -413151.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -413179.718750 Penalty: 2673.375488
	Iteration 27Q: 3 clusters Score -413179.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -413203.812500 Penalty: 2673.375488
	Iteration 28Q: 3 clusters Score -413203.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -413221.625000 Penalty: 2673.375488
	Iteration 29Q: 3 clusters Score -413221.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -413233.687500 Penalty: 2673.375488
	Iteration 30Q: 3 clusters Score -413233.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -413245.406250 Penalty: 2673.375488
	Iteration 31Q: 3 clusters Score -413245.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -413258.593750 Penalty: 2673.375488
	Iteration 32Q: 3 clusters Score -413258.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -413270.343750 Penalty: 2673.375488
	Iteration 33Q: 3 clusters Score -413270.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -413278.906250 Penalty: 2673.375488
	Iteration 34Q: 3 clusters Score -413278.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -413283.812500 Penalty: 2673.375488
	Iteration 35Q: 3 clusters Score -413283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -413286.281250 Penalty: 2673.375488
	Iteration 36Q: 3 clusters Score -413286.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -413287.187500 Penalty: 2673.375488
	Iteration 37Q: 3 clusters Score -413287.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -413289.281250 Penalty: 2673.375488
	Iteration 38Q: 3 clusters Score -413289.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -413290.562500 Penalty: 2673.375488
	Iteration 39Q: 3 clusters Score -413290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -413291.250000 Penalty: 2673.375488
	Iteration 40F: 3 clusters Score -413291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -413291.562500 Penalty: 2673.375488
	Iteration 41Q: 3 clusters Score -413291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -413292.593750 Penalty: 2673.375488
	Iteration 42Q: 3 clusters Score -413292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -413294.468750 Penalty: 2673.375488
	Iteration 43Q: 3 clusters Score -413294.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -413298.343750 Penalty: 2673.375488
	Iteration 44Q: 3 clusters Score -413298.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -413301.312500 Penalty: 2673.375488
	Iteration 45Q: 3 clusters Score -413301.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -413306.343750 Penalty: 2673.375488
	Iteration 46Q: 3 clusters Score -413306.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -413312.593750 Penalty: 2673.375488
	Iteration 47Q: 3 clusters Score -413312.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -413319.656250 Penalty: 2673.375488
	Iteration 48Q: 3 clusters Score -413319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -413328.875000 Penalty: 2673.375488
	Iteration 49Q: 3 clusters Score -413328.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -413335.843750 Penalty: 2673.375488
	Iteration 50Q: 3 clusters Score -413335.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -413342.187500 Penalty: 2673.375488
	Iteration 51Q: 3 clusters Score -413342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -413346.281250 Penalty: 2673.375488
	Iteration 52Q: 3 clusters Score -413346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -413350.687500 Penalty: 2673.375488
	Iteration 53Q: 3 clusters Score -413350.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -413353.281250 Penalty: 2673.375488
	Iteration 54Q: 3 clusters Score -413353.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -413356.125000 Penalty: 2673.375488
	Iteration 55Q: 3 clusters Score -413356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -413355.937500 Penalty: 2673.375488
	Iteration 56Q: 3 clusters Score -413355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -413355.937500 Penalty: 2673.375488
	Iteration 57F: 3 clusters Score -413355.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -42405.332031 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -42405.33 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 238 members 
Entering Unmasked Estep 
Score: -41431.218750 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -41431.22 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42008.375000 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -42008.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42478.855469 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -42478.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42628.949219 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -42628.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42713.710938 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -42713.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42744.437500 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -42744.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42744.437500 Penalty: 2009.177612
	Iteration 6F: 3 clusters Score -42744.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 34436 members 
Mstep: Class 3 contains 17960 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 183 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 175303 members 
Mstep: Class 16 contains 12820 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 26270 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
Score: -41699808.000000 Penalty: 45986.972656
Splitting cluster 14 changes total score from -41700552.000000 to -41699808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (175303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175303 members 
Entering Unmasked Estep 
Score: -19224452.000000 Penalty: 1962.069092
	Iteration 0F: 2 clusters Score -1.922445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 87128 members 
Entering Unmasked Estep 
Score: -19123742.000000 Penalty: 3924.138184
	Iteration 0F: 3 clusters Score -1.912374e+07 nChanged 84882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -19173764.000000 Penalty: 3924.138184
	Iteration 1F: 3 clusters Score -1.917376e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103103 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -19175488.000000 Penalty: 3924.138184
	Iteration 2Q: 3 clusters Score -1.917549e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -19178532.000000 Penalty: 3924.138184
	Iteration 3Q: 3 clusters Score -1.917853e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -19183622.000000 Penalty: 3924.138184
	Iteration 4F: 3 clusters Score -1.918362e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -19190424.000000 Penalty: 3924.138184
	Iteration 5F: 3 clusters Score -1.919042e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126108 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -19198496.000000 Penalty: 3924.138184
	Iteration 6F: 3 clusters Score -1.91985e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126238 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -19205004.000000 Penalty: 3924.138184
	Iteration 7F: 3 clusters Score -1.9205e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -19208242.000000 Penalty: 3924.138184
	Iteration 8Q: 3 clusters Score -1.920824e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121978 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -19209224.000000 Penalty: 3924.138184
	Iteration 9Q: 3 clusters Score -1.920922e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120045 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -19209650.000000 Penalty: 3924.138184
	Iteration 10Q: 3 clusters Score -1.920965e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118259 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -19209906.000000 Penalty: 3924.138184
	Iteration 11Q: 3 clusters Score -1.920991e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116541 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -19210046.000000 Penalty: 3924.138184
	Iteration 12Q: 3 clusters Score -1.921005e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114809 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -19210280.000000 Penalty: 3924.138184
	Iteration 13Q: 3 clusters Score -1.921028e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113168 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -19210536.000000 Penalty: 3924.138184
	Iteration 14Q: 3 clusters Score -1.921054e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111525 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -19210658.000000 Penalty: 3924.138184
	Iteration 15Q: 3 clusters Score -1.921066e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -19210770.000000 Penalty: 3924.138184
	Iteration 16Q: 3 clusters Score -1.921077e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 66890 members 
Entering Unmasked Estep 
Score: -19210994.000000 Penalty: 3924.138184
	Iteration 17Q: 3 clusters Score -1.921099e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106877 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -19211246.000000 Penalty: 3924.138184
	Iteration 18Q: 3 clusters Score -1.921125e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105281 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -19211470.000000 Penalty: 3924.138184
	Iteration 19Q: 3 clusters Score -1.921147e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -19211566.000000 Penalty: 3924.138184
	Iteration 20F: 3 clusters Score -1.921157e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -19211566.000000 Penalty: 3924.138184
	Iteration 21Q: 3 clusters Score -1.921157e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -19211532.000000 Penalty: 3924.138184
	Iteration 22Q: 3 clusters Score -1.921153e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98310 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -19211500.000000 Penalty: 3924.138184
	Iteration 23Q: 3 clusters Score -1.92115e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -19211590.000000 Penalty: 3924.138184
	Iteration 24Q: 3 clusters Score -1.921159e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94627 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -19211668.000000 Penalty: 3924.138184
	Iteration 25Q: 3 clusters Score -1.921167e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -19211588.000000 Penalty: 3924.138184
	Iteration 26Q: 3 clusters Score -1.921159e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -19211672.000000 Penalty: 3924.138184
	Iteration 27Q: 3 clusters Score -1.921167e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -19211658.000000 Penalty: 3924.138184
	Iteration 28Q: 3 clusters Score -1.921166e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -19211376.000000 Penalty: 3924.138184
	Iteration 29Q: 3 clusters Score -1.921138e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 90698 members 
Entering Unmasked Estep 
Score: -19210732.000000 Penalty: 3924.138184
	Iteration 30Q: 3 clusters Score -1.921073e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -19209262.000000 Penalty: 3924.138184
	Iteration 31Q: 3 clusters Score -1.920926e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 102754 members 
Entering Unmasked Estep 
Score: -19206988.000000 Penalty: 3924.138184
	Iteration 32Q: 3 clusters Score -1.920699e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 113271 members 
Entering Unmasked Estep 
Score: -19204174.000000 Penalty: 3924.138184
	Iteration 33F: 3 clusters Score -1.920417e+07 nChanged 13438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 126707 members 
Entering Unmasked Estep 
Score: -19203752.000000 Penalty: 3924.138184
	Iteration 34F: 3 clusters Score -1.920375e+07 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 141680 members 
Entering Unmasked Estep 
Score: -19207758.000000 Penalty: 3924.138184
	Iteration 35F: 3 clusters Score -1.920776e+07 nChanged 13999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -19213918.000000 Penalty: 3924.138184
	Iteration 36F: 3 clusters Score -1.921392e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -19218538.000000 Penalty: 3924.138184
	Iteration 37F: 3 clusters Score -1.921854e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 169806 members 
Entering Unmasked Estep 
Score: -19220898.000000 Penalty: 3924.138184
	Iteration 38Q: 3 clusters Score -1.92209e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 172073 members 
Entering Unmasked Estep 
Score: -19221980.000000 Penalty: 3924.138184
	Iteration 39Q: 3 clusters Score -1.922198e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 173161 members 
Entering Unmasked Estep 
Score: -19222296.000000 Penalty: 3924.138184
	Iteration 40F: 3 clusters Score -1.92223e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 173735 members 
Entering Unmasked Estep 
Score: -19222514.000000 Penalty: 3924.138184
	Iteration 41Q: 3 clusters Score -1.922251e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -19222618.000000 Penalty: 3924.138184
	Iteration 42Q: 3 clusters Score -1.922262e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 174250 members 
Entering Unmasked Estep 
Score: -19222628.000000 Penalty: 3924.138184
	Iteration 43Q: 3 clusters Score -1.922263e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 174376 members 
Entering Unmasked Estep 
Score: -19222696.000000 Penalty: 3924.138184
	Iteration 44Q: 3 clusters Score -1.92227e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -19222714.000000 Penalty: 3924.138184
	Iteration 45Q: 3 clusters Score -1.922271e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 174520 members 
Entering Unmasked Estep 
Score: -19222752.000000 Penalty: 3924.138184
	Iteration 46Q: 3 clusters Score -1.922275e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 174561 members 
Entering Unmasked Estep 
Score: -19222778.000000 Penalty: 3924.138184
	Iteration 47Q: 3 clusters Score -1.922278e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -19222782.000000 Penalty: 3924.138184
	Iteration 48Q: 3 clusters Score -1.922278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 174605 members 
Entering Unmasked Estep 
Score: -19222810.000000 Penalty: 3924.138184
	Iteration 49Q: 3 clusters Score -1.922281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -19222816.000000 Penalty: 3924.138184
	Iteration 50Q: 3 clusters Score -1.922282e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 174637 members 
Entering Unmasked Estep 
Score: -19222836.000000 Penalty: 3924.138184
	Iteration 51Q: 3 clusters Score -1.922284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 174646 members 
Entering Unmasked Estep 
Score: -19222854.000000 Penalty: 3924.138184
	Iteration 52Q: 3 clusters Score -1.922285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -19222850.000000 Penalty: 3924.138184
	Iteration 53Q: 3 clusters Score -1.922285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 174664 members 
Entering Unmasked Estep 
Score: -19222860.000000 Penalty: 3924.138184
	Iteration 54Q: 3 clusters Score -1.922286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 174666 members 
Entering Unmasked Estep 
Score: -19222870.000000 Penalty: 3924.138184
	Iteration 55Q: 3 clusters Score -1.922287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 174672 members 
Entering Unmasked Estep 
Score: -19222884.000000 Penalty: 3924.138184
	Iteration 56Q: 3 clusters Score -1.922288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 174677 members 
Entering Unmasked Estep 
Score: -19222886.000000 Penalty: 3924.138184
	Iteration 57Q: 3 clusters Score -1.922289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 174679 members 
Entering Unmasked Estep 
Score: -19222880.000000 Penalty: 3924.138184
	Iteration 58Q: 3 clusters Score -1.922288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -19222876.000000 Penalty: 3924.138184
	Iteration 59Q: 3 clusters Score -1.922288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 174686 members 
Entering Unmasked Estep 
Score: -19222874.000000 Penalty: 3924.138184
	Iteration 60F: 3 clusters Score -1.922287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 174693 members 
Entering Unmasked Estep 
Score: -19222880.000000 Penalty: 3924.138184
	Iteration 61Q: 3 clusters Score -1.922288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 174696 members 
Entering Unmasked Estep 
Score: -19222874.000000 Penalty: 3924.138184
	Iteration 62Q: 3 clusters Score -1.922287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 174701 members 
Entering Unmasked Estep 
Score: -19222882.000000 Penalty: 3924.138184
	Iteration 63Q: 3 clusters Score -1.922288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 174704 members 
Entering Unmasked Estep 
Score: -19222876.000000 Penalty: 3924.138184
	Iteration 64Q: 3 clusters Score -1.922288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 174707 members 
Entering Unmasked Estep 
Score: -19222888.000000 Penalty: 3924.138184
	Iteration 65Q: 3 clusters Score -1.922289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 174714 members 
Entering Unmasked Estep 
Score: -19222886.000000 Penalty: 3924.138184
	Iteration 66Q: 3 clusters Score -1.922289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 174719 members 
Entering Unmasked Estep 
Score: -19222878.000000 Penalty: 3924.138184
	Iteration 67Q: 3 clusters Score -1.922288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -19222880.000000 Penalty: 3924.138184
	Iteration 68Q: 3 clusters Score -1.922288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 174724 members 
Entering Unmasked Estep 
Score: -19222888.000000 Penalty: 3924.138184
	Iteration 69Q: 3 clusters Score -1.922289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 174724 members 
Entering Unmasked Estep 
Score: -19222890.000000 Penalty: 3924.138184
	Iteration 70Q: 3 clusters Score -1.922289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 174725 members 
Entering Unmasked Estep 
Score: -19222898.000000 Penalty: 3924.138184
	Iteration 71Q: 3 clusters Score -1.92229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 174726 members 
Entering Unmasked Estep 
Score: -19222902.000000 Penalty: 3924.138184
	Iteration 72Q: 3 clusters Score -1.92229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 174726 members 
Entering Unmasked Estep 
Score: -19222902.000000 Penalty: 3924.138184
	Iteration 73F: 3 clusters Score -1.92229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Entering Unmasked Estep 
Score: -1450304.875000 Penalty: 1537.048828
	Iteration 0F: 2 clusters Score -1450305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1441345.375000 Penalty: 3074.097656
	Iteration 0F: 3 clusters Score -1441345 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1444354.625000 Penalty: 3074.097656
	Iteration 1F: 3 clusters Score -1444355 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1444792.500000 Penalty: 3074.097656
	Iteration 2F: 3 clusters Score -1444792 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1445335.875000 Penalty: 3074.097656
	Iteration 3F: 3 clusters Score -1445336 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1445905.500000 Penalty: 3074.097656
	Iteration 4F: 3 clusters Score -1445906 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1446454.125000 Penalty: 3074.097656
	Iteration 5F: 3 clusters Score -1446454 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1447052.750000 Penalty: 3074.097656
	Iteration 6F: 3 clusters Score -1447053 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1447605.375000 Penalty: 3074.097656
	Iteration 7F: 3 clusters Score -1447605 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1448058.250000 Penalty: 3074.097656
	Iteration 8F: 3 clusters Score -1448058 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1448347.875000 Penalty: 3074.097656
	Iteration 9Q: 3 clusters Score -1448348 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1448547.875000 Penalty: 3074.097656
	Iteration 10Q: 3 clusters Score -1448548 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1448692.375000 Penalty: 3074.097656
	Iteration 11Q: 3 clusters Score -1448692 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1448806.750000 Penalty: 3074.097656
	Iteration 12Q: 3 clusters Score -1448807 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1448906.000000 Penalty: 3074.097656
	Iteration 13Q: 3 clusters Score -1448906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1449015.375000 Penalty: 3074.097656
	Iteration 14Q: 3 clusters Score -1449015 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1449130.000000 Penalty: 3074.097656
	Iteration 15Q: 3 clusters Score -1449130 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1449232.000000 Penalty: 3074.097656
	Iteration 16Q: 3 clusters Score -1449232 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1449306.625000 Penalty: 3074.097656
	Iteration 17Q: 3 clusters Score -1449307 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1449372.375000 Penalty: 3074.097656
	Iteration 18Q: 3 clusters Score -1449372 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1449431.625000 Penalty: 3074.097656
	Iteration 19Q: 3 clusters Score -1449432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1449468.125000 Penalty: 3074.097656
	Iteration 20F: 3 clusters Score -1449468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1449487.375000 Penalty: 3074.097656
	Iteration 21Q: 3 clusters Score -1449487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1449499.250000 Penalty: 3074.097656
	Iteration 22Q: 3 clusters Score -1449499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1449515.375000 Penalty: 3074.097656
	Iteration 23Q: 3 clusters Score -1449515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1449521.875000 Penalty: 3074.097656
	Iteration 24Q: 3 clusters Score -1449522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1449529.000000 Penalty: 3074.097656
	Iteration 25Q: 3 clusters Score -1449529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1449539.750000 Penalty: 3074.097656
	Iteration 26Q: 3 clusters Score -1449540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1449549.000000 Penalty: 3074.097656
	Iteration 27Q: 3 clusters Score -1449549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1449555.750000 Penalty: 3074.097656
	Iteration 28Q: 3 clusters Score -1449556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1449560.000000 Penalty: 3074.097656
	Iteration 29Q: 3 clusters Score -1449560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1449572.500000 Penalty: 3074.097656
	Iteration 30Q: 3 clusters Score -1449572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1449578.750000 Penalty: 3074.097656
	Iteration 31Q: 3 clusters Score -1449579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1449589.250000 Penalty: 3074.097656
	Iteration 32Q: 3 clusters Score -1449589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1449589.875000 Penalty: 3074.097656
	Iteration 33Q: 3 clusters Score -1449590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1449591.500000 Penalty: 3074.097656
	Iteration 34Q: 3 clusters Score -1449592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1449593.000000 Penalty: 3074.097656
	Iteration 35Q: 3 clusters Score -1449593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1449595.875000 Penalty: 3074.097656
	Iteration 36Q: 3 clusters Score -1449596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1449599.125000 Penalty: 3074.097656
	Iteration 37Q: 3 clusters Score -1449599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1449599.250000 Penalty: 3074.097656
	Iteration 38Q: 3 clusters Score -1449599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1449601.750000 Penalty: 3074.097656
	Iteration 39Q: 3 clusters Score -1449602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1449605.875000 Penalty: 3074.097656
	Iteration 40F: 3 clusters Score -1449606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1449608.875000 Penalty: 3074.097656
	Iteration 41Q: 3 clusters Score -1449609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1449609.875000 Penalty: 3074.097656
	Iteration 42Q: 3 clusters Score -1449610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1449610.750000 Penalty: 3074.097656
	Iteration 43Q: 3 clusters Score -1449611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1449612.750000 Penalty: 3074.097656
	Iteration 44Q: 3 clusters Score -1449613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1449614.750000 Penalty: 3074.097656
	Iteration 45Q: 3 clusters Score -1449615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1449615.750000 Penalty: 3074.097656
	Iteration 46Q: 3 clusters Score -1449616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1449618.000000 Penalty: 3074.097656
	Iteration 47Q: 3 clusters Score -1449618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1449617.875000 Penalty: 3074.097656
	Iteration 48Q: 3 clusters Score -1449618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1449617.125000 Penalty: 3074.097656
	Iteration 49Q: 3 clusters Score -1449617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1449617.125000 Penalty: 3074.097656
	Iteration 50F: 3 clusters Score -1449617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -408534.625000 Penalty: 1334.806519
	Iteration 0F: 2 clusters Score -408534.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -405332.031250 Penalty: 2669.613037
	Iteration 0F: 3 clusters Score -405332 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -406133.625000 Penalty: 2669.613037
	Iteration 1F: 3 clusters Score -406133.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -406372.468750 Penalty: 2669.613037
	Iteration 2F: 3 clusters Score -406372.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -406531.968750 Penalty: 2669.613037
	Iteration 3F: 3 clusters Score -406532 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -406664.250000 Penalty: 2669.613037
	Iteration 4F: 3 clusters Score -406664.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -406780.687500 Penalty: 2669.613037
	Iteration 5Q: 3 clusters Score -406780.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -406888.343750 Penalty: 2669.613037
	Iteration 6Q: 3 clusters Score -406888.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -406993.687500 Penalty: 2669.613037
	Iteration 7Q: 3 clusters Score -406993.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -407093.500000 Penalty: 2669.613037
	Iteration 8Q: 3 clusters Score -407093.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -407184.531250 Penalty: 2669.613037
	Iteration 9Q: 3 clusters Score -407184.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -407267.687500 Penalty: 2669.613037
	Iteration 10Q: 3 clusters Score -407267.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -407322.375000 Penalty: 2669.613037
	Iteration 11Q: 3 clusters Score -407322.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -407365.093750 Penalty: 2669.613037
	Iteration 12Q: 3 clusters Score -407365.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -407395.656250 Penalty: 2669.613037
	Iteration 13Q: 3 clusters Score -407395.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -407425.250000 Penalty: 2669.613037
	Iteration 14Q: 3 clusters Score -407425.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -407447.968750 Penalty: 2669.613037
	Iteration 15Q: 3 clusters Score -407448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -407470.218750 Penalty: 2669.613037
	Iteration 16Q: 3 clusters Score -407470.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -407487.656250 Penalty: 2669.613037
	Iteration 17Q: 3 clusters Score -407487.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -407501.437500 Penalty: 2669.613037
	Iteration 18Q: 3 clusters Score -407501.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -407514.031250 Penalty: 2669.613037
	Iteration 19Q: 3 clusters Score -407514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -407521.687500 Penalty: 2669.613037
	Iteration 20F: 3 clusters Score -407521.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -407527.437500 Penalty: 2669.613037
	Iteration 21Q: 3 clusters Score -407527.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -407533.406250 Penalty: 2669.613037
	Iteration 22Q: 3 clusters Score -407533.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -407536.968750 Penalty: 2669.613037
	Iteration 23Q: 3 clusters Score -407537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -407539.218750 Penalty: 2669.613037
	Iteration 24Q: 3 clusters Score -407539.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -407543.812500 Penalty: 2669.613037
	Iteration 25Q: 3 clusters Score -407543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -407545.906250 Penalty: 2669.613037
	Iteration 26Q: 3 clusters Score -407545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -407551.656250 Penalty: 2669.613037
	Iteration 27Q: 3 clusters Score -407551.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -407556.187500 Penalty: 2669.613037
	Iteration 28Q: 3 clusters Score -407556.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -407562.250000 Penalty: 2669.613037
	Iteration 29Q: 3 clusters Score -407562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -407567.500000 Penalty: 2669.613037
	Iteration 30Q: 3 clusters Score -407567.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -407570.593750 Penalty: 2669.613037
	Iteration 31Q: 3 clusters Score -407570.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -407574.781250 Penalty: 2669.613037
	Iteration 32Q: 3 clusters Score -407574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -407576.437500 Penalty: 2669.613037
	Iteration 33Q: 3 clusters Score -407576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -407576.468750 Penalty: 2669.613037
	Iteration 34Q: 3 clusters Score -407576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -407576.468750 Penalty: 2669.613037
	Iteration 35F: 3 clusters Score -407576.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Entering Unmasked Estep 
Score: -380709.125000 Penalty: 1322.469238
	Iteration 0F: 2 clusters Score -380709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -377707.187500 Penalty: 2644.938477
	Iteration 0F: 3 clusters Score -377707.2 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -378585.625000 Penalty: 2644.938477
	Iteration 1F: 3 clusters Score -378585.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -378780.656250 Penalty: 2644.938477
	Iteration 2F: 3 clusters Score -378780.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -378921.593750 Penalty: 2644.938477
	Iteration 3F: 3 clusters Score -378921.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -379055.781250 Penalty: 2644.938477
	Iteration 4F: 3 clusters Score -379055.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -379160.250000 Penalty: 2644.938477
	Iteration 5Q: 3 clusters Score -379160.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -379263.468750 Penalty: 2644.938477
	Iteration 6Q: 3 clusters Score -379263.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -379362.656250 Penalty: 2644.938477
	Iteration 7Q: 3 clusters Score -379362.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -379431.718750 Penalty: 2644.938477
	Iteration 8Q: 3 clusters Score -379431.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -379483.906250 Penalty: 2644.938477
	Iteration 9Q: 3 clusters Score -379483.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -379518.437500 Penalty: 2644.938477
	Iteration 10Q: 3 clusters Score -379518.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -379543.625000 Penalty: 2644.938477
	Iteration 11Q: 3 clusters Score -379543.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -379555.906250 Penalty: 2644.938477
	Iteration 12Q: 3 clusters Score -379555.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -379565.593750 Penalty: 2644.938477
	Iteration 13Q: 3 clusters Score -379565.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -379576.062500 Penalty: 2644.938477
	Iteration 14Q: 3 clusters Score -379576.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -379587.750000 Penalty: 2644.938477
	Iteration 15Q: 3 clusters Score -379587.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -379597.125000 Penalty: 2644.938477
	Iteration 16Q: 3 clusters Score -379597.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -379604.937500 Penalty: 2644.938477
	Iteration 17Q: 3 clusters Score -379604.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -379610.000000 Penalty: 2644.938477
	Iteration 18Q: 3 clusters Score -379610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -379612.406250 Penalty: 2644.938477
	Iteration 19Q: 3 clusters Score -379612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -379616.468750 Penalty: 2644.938477
	Iteration 20F: 3 clusters Score -379616.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -379621.843750 Penalty: 2644.938477
	Iteration 21Q: 3 clusters Score -379621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -379625.218750 Penalty: 2644.938477
	Iteration 22Q: 3 clusters Score -379625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -379627.843750 Penalty: 2644.938477
	Iteration 23Q: 3 clusters Score -379627.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -379630.281250 Penalty: 2644.938477
	Iteration 24Q: 3 clusters Score -379630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -379632.625000 Penalty: 2644.938477
	Iteration 25Q: 3 clusters Score -379632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -379635.406250 Penalty: 2644.938477
	Iteration 26Q: 3 clusters Score -379635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -379637.031250 Penalty: 2644.938477
	Iteration 27Q: 3 clusters Score -379637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -379637.656250 Penalty: 2644.938477
	Iteration 28Q: 3 clusters Score -379637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -379638.218750 Penalty: 2644.938477
	Iteration 29Q: 3 clusters Score -379638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -379638.218750 Penalty: 2644.938477
	Iteration 30F: 3 clusters Score -379638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -4895413.000000 Penalty: 1736.351562
	Iteration 0F: 2 clusters Score -4895413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -4866200.500000 Penalty: 3472.703125
	Iteration 0F: 3 clusters Score -4866200 nChanged 20216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -4877971.000000 Penalty: 3472.703125
	Iteration 1F: 3 clusters Score -4877971 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -4878594.500000 Penalty: 3472.703125
	Iteration 2Q: 3 clusters Score -4878594 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4879359.500000 Penalty: 3472.703125
	Iteration 3Q: 3 clusters Score -4879360 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4880343.500000 Penalty: 3472.703125
	Iteration 4F: 3 clusters Score -4880344 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -4881656.000000 Penalty: 3472.703125
	Iteration 5F: 3 clusters Score -4881656 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -4883387.000000 Penalty: 3472.703125
	Iteration 6F: 3 clusters Score -4883387 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4885616.000000 Penalty: 3472.703125
	Iteration 7F: 3 clusters Score -4885616 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4887852.000000 Penalty: 3472.703125
	Iteration 8F: 3 clusters Score -4887852 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -4889582.500000 Penalty: 3472.703125
	Iteration 9F: 3 clusters Score -4889582 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4890797.500000 Penalty: 3472.703125
	Iteration 10Q: 3 clusters Score -4890798 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -4891575.000000 Penalty: 3472.703125
	Iteration 11Q: 3 clusters Score -4891575 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4892205.000000 Penalty: 3472.703125
	Iteration 12Q: 3 clusters Score -4892205 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4892810.000000 Penalty: 3472.703125
	Iteration 13Q: 3 clusters Score -4892810 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4893184.000000 Penalty: 3472.703125
	Iteration 14Q: 3 clusters Score -4893184 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -4893450.000000 Penalty: 3472.703125
	Iteration 15Q: 3 clusters Score -4893450 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4893608.000000 Penalty: 3472.703125
	Iteration 16Q: 3 clusters Score -4893608 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4893687.000000 Penalty: 3472.703125
	Iteration 17Q: 3 clusters Score -4893687 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4893722.000000 Penalty: 3472.703125
	Iteration 18Q: 3 clusters Score -4893722 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -4893733.500000 Penalty: 3472.703125
	Iteration 19Q: 3 clusters Score -4893734 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -4893744.000000 Penalty: 3472.703125
	Iteration 20F: 3 clusters Score -4893744 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -4893747.500000 Penalty: 3472.703125
	Iteration 21Q: 3 clusters Score -4893748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4893758.500000 Penalty: 3472.703125
	Iteration 22Q: 3 clusters Score -4893758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4893768.500000 Penalty: 3472.703125
	Iteration 23Q: 3 clusters Score -4893768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -4893781.000000 Penalty: 3472.703125
	Iteration 24Q: 3 clusters Score -4893781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -4893774.500000 Penalty: 3472.703125
	Iteration 25Q: 3 clusters Score -4893774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4893775.500000 Penalty: 3472.703125
	Iteration 26Q: 3 clusters Score -4893776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4893785.500000 Penalty: 3472.703125
	Iteration 27Q: 3 clusters Score -4893786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -4893778.000000 Penalty: 3472.703125
	Iteration 28Q: 3 clusters Score -4893778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -4893776.500000 Penalty: 3472.703125
	Iteration 29Q: 3 clusters Score -4893776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4893783.500000 Penalty: 3472.703125
	Iteration 30Q: 3 clusters Score -4893784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4893781.500000 Penalty: 3472.703125
	Iteration 31Q: 3 clusters Score -4893782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -4893788.000000 Penalty: 3472.703125
	Iteration 32Q: 3 clusters Score -4893788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -4893783.000000 Penalty: 3472.703125
	Iteration 33Q: 3 clusters Score -4893783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4893791.500000 Penalty: 3472.703125
	Iteration 34Q: 3 clusters Score -4893792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4893789.000000 Penalty: 3472.703125
	Iteration 35Q: 3 clusters Score -4893789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4893786.500000 Penalty: 3472.703125
	Iteration 36Q: 3 clusters Score -4893786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4893791.500000 Penalty: 3472.703125
	Iteration 37Q: 3 clusters Score -4893792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4893789.500000 Penalty: 3472.703125
	Iteration 38Q: 3 clusters Score -4893790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4893789.000000 Penalty: 3472.703125
	Iteration 39Q: 3 clusters Score -4893789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4893792.000000 Penalty: 3472.703125
	Iteration 40F: 3 clusters Score -4893792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4893790.500000 Penalty: 3472.703125
	Iteration 41Q: 3 clusters Score -4893790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4893787.500000 Penalty: 3472.703125
	Iteration 42Q: 3 clusters Score -4893788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4893787.000000 Penalty: 3472.703125
	Iteration 43Q: 3 clusters Score -4893787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4893787.500000 Penalty: 3472.703125
	Iteration 44Q: 3 clusters Score -4893788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -4893788.000000 Penalty: 3472.703125
	Iteration 45Q: 3 clusters Score -4893788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4893784.500000 Penalty: 3472.703125
	Iteration 46Q: 3 clusters Score -4893784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4893786.500000 Penalty: 3472.703125
	Iteration 47Q: 3 clusters Score -4893786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4893786.500000 Penalty: 3472.703125
	Iteration 48F: 3 clusters Score -4893786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Entering Unmasked Estep 
Score: -2841200.250000 Penalty: 1653.629639
	Iteration 0F: 2 clusters Score -2841200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2823356.750000 Penalty: 3307.259277
	Iteration 0F: 3 clusters Score -2823357 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2830057.750000 Penalty: 3307.259277
	Iteration 1F: 3 clusters Score -2830058 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2830428.750000 Penalty: 3307.259277
	Iteration 2Q: 3 clusters Score -2830429 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2830784.000000 Penalty: 3307.259277
	Iteration 3Q: 3 clusters Score -2830784 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2831130.750000 Penalty: 3307.259277
	Iteration 4Q: 3 clusters Score -2831131 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2831419.250000 Penalty: 3307.259277
	Iteration 5Q: 3 clusters Score -2831419 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2831725.000000 Penalty: 3307.259277
	Iteration 6Q: 3 clusters Score -2831725 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2831959.500000 Penalty: 3307.259277
	Iteration 7Q: 3 clusters Score -2831960 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2832216.500000 Penalty: 3307.259277
	Iteration 8Q: 3 clusters Score -2832216 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2832531.250000 Penalty: 3307.259277
	Iteration 9Q: 3 clusters Score -2832531 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2832929.000000 Penalty: 3307.259277
	Iteration 10Q: 3 clusters Score -2832929 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2833459.500000 Penalty: 3307.259277
	Iteration 11Q: 3 clusters Score -2833460 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2834138.500000 Penalty: 3307.259277
	Iteration 12Q: 3 clusters Score -2834138 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2834970.750000 Penalty: 3307.259277
	Iteration 13Q: 3 clusters Score -2834971 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2835901.000000 Penalty: 3307.259277
	Iteration 14F: 3 clusters Score -2835901 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2836825.250000 Penalty: 3307.259277
	Iteration 15Q: 3 clusters Score -2836825 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2837601.250000 Penalty: 3307.259277
	Iteration 16Q: 3 clusters Score -2837601 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2838184.500000 Penalty: 3307.259277
	Iteration 17Q: 3 clusters Score -2838184 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -2838623.000000 Penalty: 3307.259277
	Iteration 18Q: 3 clusters Score -2838623 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2838943.750000 Penalty: 3307.259277
	Iteration 19Q: 3 clusters Score -2838944 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2839189.000000 Penalty: 3307.259277
	Iteration 20F: 3 clusters Score -2839189 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -2839375.500000 Penalty: 3307.259277
	Iteration 21Q: 3 clusters Score -2839376 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2839490.750000 Penalty: 3307.259277
	Iteration 22Q: 3 clusters Score -2839491 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -2839589.500000 Penalty: 3307.259277
	Iteration 23Q: 3 clusters Score -2839590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -2839656.000000 Penalty: 3307.259277
	Iteration 24Q: 3 clusters Score -2839656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -2839693.000000 Penalty: 3307.259277
	Iteration 25Q: 3 clusters Score -2839693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -2839710.250000 Penalty: 3307.259277
	Iteration 26Q: 3 clusters Score -2839710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2839725.000000 Penalty: 3307.259277
	Iteration 27Q: 3 clusters Score -2839725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -2839735.500000 Penalty: 3307.259277
	Iteration 28Q: 3 clusters Score -2839736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -2839751.750000 Penalty: 3307.259277
	Iteration 29Q: 3 clusters Score -2839752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2839758.250000 Penalty: 3307.259277
	Iteration 30Q: 3 clusters Score -2839758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -2839759.250000 Penalty: 3307.259277
	Iteration 31Q: 3 clusters Score -2839759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -2839761.000000 Penalty: 3307.259277
	Iteration 32Q: 3 clusters Score -2839761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -2839761.000000 Penalty: 3307.259277
	Iteration 33F: 3 clusters Score -2839761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -665869.312500 Penalty: 1419.966309
	Iteration 0F: 2 clusters Score -665869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -661157.625000 Penalty: 2839.932617
	Iteration 0F: 3 clusters Score -661157.6 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -662517.937500 Penalty: 2839.932617
	Iteration 1F: 3 clusters Score -662517.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -662749.250000 Penalty: 2839.932617
	Iteration 2F: 3 clusters Score -662749.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -663007.812500 Penalty: 2839.932617
	Iteration 3F: 3 clusters Score -663007.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -663324.875000 Penalty: 2839.932617
	Iteration 4F: 3 clusters Score -663324.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -663691.125000 Penalty: 2839.932617
	Iteration 5F: 3 clusters Score -663691.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -664042.562500 Penalty: 2839.932617
	Iteration 6F: 3 clusters Score -664042.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -664402.750000 Penalty: 2839.932617
	Iteration 7F: 3 clusters Score -664402.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -664701.750000 Penalty: 2839.932617
	Iteration 8F: 3 clusters Score -664701.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -664925.125000 Penalty: 2839.932617
	Iteration 9Q: 3 clusters Score -664925.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -665069.750000 Penalty: 2839.932617
	Iteration 10Q: 3 clusters Score -665069.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -665150.812500 Penalty: 2839.932617
	Iteration 11Q: 3 clusters Score -665150.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -665216.062500 Penalty: 2839.932617
	Iteration 12Q: 3 clusters Score -665216.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -665256.562500 Penalty: 2839.932617
	Iteration 13Q: 3 clusters Score -665256.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -665284.875000 Penalty: 2839.932617
	Iteration 14Q: 3 clusters Score -665284.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -665305.562500 Penalty: 2839.932617
	Iteration 15Q: 3 clusters Score -665305.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -665323.750000 Penalty: 2839.932617
	Iteration 16Q: 3 clusters Score -665323.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -665335.875000 Penalty: 2839.932617
	Iteration 17Q: 3 clusters Score -665335.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -665347.125000 Penalty: 2839.932617
	Iteration 18Q: 3 clusters Score -665347.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -665360.812500 Penalty: 2839.932617
	Iteration 19Q: 3 clusters Score -665360.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -665374.625000 Penalty: 2839.932617
	Iteration 20F: 3 clusters Score -665374.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -665387.000000 Penalty: 2839.932617
	Iteration 21Q: 3 clusters Score -665387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -665399.062500 Penalty: 2839.932617
	Iteration 22Q: 3 clusters Score -665399.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -665410.937500 Penalty: 2839.932617
	Iteration 23Q: 3 clusters Score -665410.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -665419.125000 Penalty: 2839.932617
	Iteration 24Q: 3 clusters Score -665419.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -665423.812500 Penalty: 2839.932617
	Iteration 25Q: 3 clusters Score -665423.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -665427.812500 Penalty: 2839.932617
	Iteration 26Q: 3 clusters Score -665427.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -665431.062500 Penalty: 2839.932617
	Iteration 27Q: 3 clusters Score -665431.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -665432.500000 Penalty: 2839.932617
	Iteration 28Q: 3 clusters Score -665432.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -665434.375000 Penalty: 2839.932617
	Iteration 29Q: 3 clusters Score -665434.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -665437.937500 Penalty: 2839.932617
	Iteration 30Q: 3 clusters Score -665437.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -665440.312500 Penalty: 2839.932617
	Iteration 31Q: 3 clusters Score -665440.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -665442.687500 Penalty: 2839.932617
	Iteration 32Q: 3 clusters Score -665442.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -665444.125000 Penalty: 2839.932617
	Iteration 33Q: 3 clusters Score -665444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -665445.875000 Penalty: 2839.932617
	Iteration 34Q: 3 clusters Score -665445.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -665449.250000 Penalty: 2839.932617
	Iteration 35Q: 3 clusters Score -665449.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -665453.250000 Penalty: 2839.932617
	Iteration 36Q: 3 clusters Score -665453.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -665458.187500 Penalty: 2839.932617
	Iteration 37Q: 3 clusters Score -665458.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -665461.500000 Penalty: 2839.932617
	Iteration 38Q: 3 clusters Score -665461.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -665468.187500 Penalty: 2839.932617
	Iteration 39Q: 3 clusters Score -665468.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -665472.750000 Penalty: 2839.932617
	Iteration 40F: 3 clusters Score -665472.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -665476.875000 Penalty: 2839.932617
	Iteration 41Q: 3 clusters Score -665476.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -665487.500000 Penalty: 2839.932617
	Iteration 42Q: 3 clusters Score -665487.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -665498.500000 Penalty: 2839.932617
	Iteration 43Q: 3 clusters Score -665498.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -665512.000000 Penalty: 2839.932617
	Iteration 44Q: 3 clusters Score -665512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -665521.750000 Penalty: 2839.932617
	Iteration 45Q: 3 clusters Score -665521.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -665530.500000 Penalty: 2839.932617
	Iteration 46Q: 3 clusters Score -665530.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -665534.125000 Penalty: 2839.932617
	Iteration 47Q: 3 clusters Score -665534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -665540.750000 Penalty: 2839.932617
	Iteration 48Q: 3 clusters Score -665540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -665540.500000 Penalty: 2839.932617
	Iteration 49Q: 3 clusters Score -665540.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -665543.687500 Penalty: 2839.932617
	Iteration 50Q: 3 clusters Score -665543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -665544.937500 Penalty: 2839.932617
	Iteration 51Q: 3 clusters Score -665544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -665545.000000 Penalty: 2839.932617
	Iteration 52Q: 3 clusters Score -665545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -665545.000000 Penalty: 2839.932617
	Iteration 53F: 3 clusters Score -665545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -59151.933594 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -59151.93 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 270 members 
Entering Unmasked Estep 
Score: -58011.437500 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -58011.44 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58173.785156 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -58173.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58220.855469 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -58220.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58243.847656 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -58243.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58268.171875 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -58268.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58276.566406 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -58276.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58279.144531 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -58279.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58280.203125 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -58280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58280.203125 Penalty: 2058.892578
	Iteration 8F: 3 clusters Score -58280.2 nChanged 0
--- Evaluating fit on full set of 1157882 points ---
Entering Unmasked Estep 
Score: -124949056.000000 Penalty: 47645.675781
22->22 Clusters: Score -124949056.000000, best is -125195632.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 385960 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 17424 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 17514 members 
Mstep: Class 5 contains 17474 members 
Mstep: Class 6 contains 17456 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 17532 members 
Mstep: Class 9 contains 17698 members 
Mstep: Class 10 contains 17473 members 
Mstep: Class 11 contains 17736 members 
Mstep: Class 12 contains 17852 members 
Mstep: Class 13 contains 17635 members 
Mstep: Class 14 contains 17520 members 
Mstep: Class 15 contains 17549 members 
Mstep: Class 16 contains 17438 members 
Mstep: Class 17 contains 17526 members 
Mstep: Class 18 contains 17554 members 
Mstep: Class 19 contains 17724 members 
Mstep: Class 20 contains 17499 members 
Mstep: Class 21 contains 17417 members 
Mstep: Class 22 contains 17507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 368.555847 but Gain 2090.316406
Score: -40312828.000000 Penalty: 43896.656250
Iteration 0F: 22 clusters Score -4.031283e+07 nChanged 366775
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 21799 members 
Mstep: Class 4 contains 12209 members 
Mstep: Class 5 contains 26643 members 
Mstep: Class 6 contains 15331 members 
Mstep: Class 8 contains 33142 members 
Mstep: Class 9 contains 28787 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 11184 members 
Mstep: Class 12 contains 13010 members 
Mstep: Class 13 contains 20670 members 
Mstep: Class 14 contains 28886 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 27676 members 
Mstep: Class 17 contains 54057 members 
Mstep: Class 18 contains 15591 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 13284 members 
Mstep: Class 22 contains 7093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41177652.000000 Penalty: 43896.656250
Iteration 1F: 22 clusters Score -4.117765e+07 nChanged 142440
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4839 members 
Mstep: Class 3 contains 20219 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 27096 members 
Mstep: Class 6 contains 14199 members 
Mstep: Class 8 contains 28650 members 
Mstep: Class 9 contains 27216 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 9262 members 
Mstep: Class 12 contains 10856 members 
Mstep: Class 13 contains 17394 members 
Mstep: Class 14 contains 30155 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 32259 members 
Mstep: Class 17 contains 81728 members 
Mstep: Class 18 contains 16025 members 
Mstep: Class 19 contains 18818 members 
Mstep: Class 20 contains 8765 members 
Mstep: Class 21 contains 8329 members 
Mstep: Class 22 contains 8757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41349080.000000 Penalty: 43896.656250
Iteration 2F: 22 clusters Score -4.134908e+07 nChanged 90103
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 16598 members 
Mstep: Class 4 contains 6220 members 
Mstep: Class 5 contains 28291 members 
Mstep: Class 6 contains 11406 members 
Mstep: Class 8 contains 25437 members 
Mstep: Class 9 contains 24349 members 
Mstep: Class 10 contains 2692 members 
Mstep: Class 11 contains 6826 members 
Mstep: Class 12 contains 9744 members 
Mstep: Class 13 contains 17897 members 
Mstep: Class 14 contains 28054 members 
Mstep: Class 15 contains 6631 members 
Mstep: Class 16 contains 32225 members 
Mstep: Class 17 contains 103360 members 
Mstep: Class 18 contains 14925 members 
Mstep: Class 19 contains 16665 members 
Mstep: Class 20 contains 11468 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 8281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41436800.000000 Penalty: 43896.656250
Iteration 3F: 22 clusters Score -4.14368e+07 nChanged 69688
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 13265 members 
Mstep: Class 4 contains 5379 members 
Mstep: Class 5 contains 29526 members 
Mstep: Class 6 contains 8853 members 
Mstep: Class 8 contains 23292 members 
Mstep: Class 9 contains 20714 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 4863 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 24064 members 
Mstep: Class 15 contains 7929 members 
Mstep: Class 16 contains 30375 members 
Mstep: Class 17 contains 124489 members 
Mstep: Class 18 contains 13686 members 
Mstep: Class 19 contains 14932 members 
Mstep: Class 20 contains 14435 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41496040.000000 Penalty: 43896.656250
Iteration 4F: 22 clusters Score -4.149604e+07 nChanged 55014
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 10348 members 
Mstep: Class 4 contains 5249 members 
Mstep: Class 5 contains 30897 members 
Mstep: Class 6 contains 7278 members 
Mstep: Class 8 contains 21858 members 
Mstep: Class 9 contains 17023 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 3653 members 
Mstep: Class 12 contains 8021 members 
Mstep: Class 13 contains 17664 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 28532 members 
Mstep: Class 17 contains 142661 members 
Mstep: Class 18 contains 12847 members 
Mstep: Class 19 contains 13395 members 
Mstep: Class 20 contains 16605 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 6886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41537644.000000 Penalty: 43896.656250
Iteration 5F: 22 clusters Score -4.153764e+07 nChanged 42723
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 8071 members 
Mstep: Class 4 contains 5755 members 
Mstep: Class 5 contains 32462 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 8 contains 20888 members 
Mstep: Class 9 contains 13699 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 12 contains 7621 members 
Mstep: Class 13 contains 16819 members 
Mstep: Class 14 contains 15233 members 
Mstep: Class 15 contains 9835 members 
Mstep: Class 16 contains 26759 members 
Mstep: Class 17 contains 157005 members 
Mstep: Class 18 contains 12372 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 17950 members 
Mstep: Class 21 contains 3079 members 
Mstep: Class 22 contains 6512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41566520.000000 Penalty: 43896.656250
Iteration 6F: 22 clusters Score -4.156652e+07 nChanged 33500
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5408 members 
Mstep: Class 3 contains 6421 members 
Mstep: Class 4 contains 6694 members 
Mstep: Class 5 contains 33948 members 
Mstep: Class 6 contains 6028 members 
Mstep: Class 8 contains 20247 members 
Mstep: Class 9 contains 11085 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 2220 members 
Mstep: Class 12 contains 7440 members 
Mstep: Class 13 contains 15798 members 
Mstep: Class 14 contains 11573 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 25256 members 
Mstep: Class 17 contains 167435 members 
Mstep: Class 18 contains 12165 members 
Mstep: Class 19 contains 10911 members 
Mstep: Class 20 contains 18540 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1853.600098 but Gain 2090.316406
Score: -41588184.000000 Penalty: 41806.339844
Iteration 7F: 21 clusters Score -4.158818e+07 nChanged 27821
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5805 members 
Mstep: Class 3 contains 5368 members 
Mstep: Class 4 contains 8145 members 
Mstep: Class 5 contains 35474 members 
Mstep: Class 6 contains 5919 members 
Mstep: Class 8 contains 19908 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 12 contains 7273 members 
Mstep: Class 13 contains 14956 members 
Mstep: Class 14 contains 8988 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 24120 members 
Mstep: Class 17 contains 175110 members 
Mstep: Class 18 contains 12125 members 
Mstep: Class 19 contains 10091 members 
Mstep: Class 20 contains 18779 members 
Mstep: Class 21 contains 3317 members 
Mstep: Class 22 contains 6150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41604864.000000 Penalty: 41806.339844
Iteration 8F: 21 clusters Score -4.160486e+07 nChanged 20540
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 4728 members 
Mstep: Class 4 contains 8939 members 
Mstep: Class 5 contains 36638 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 8 contains 19547 members 
Mstep: Class 9 contains 7600 members 
Mstep: Class 10 contains 1627 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 14246 members 
Mstep: Class 14 contains 6907 members 
Mstep: Class 15 contains 11179 members 
Mstep: Class 16 contains 23321 members 
Mstep: Class 17 contains 179262 members 
Mstep: Class 18 contains 12473 members 
Mstep: Class 19 contains 9438 members 
Mstep: Class 20 contains 18649 members 
Mstep: Class 21 contains 3610 members 
Mstep: Class 22 contains 6044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41614348.000000 Penalty: 41806.339844
Iteration 9F: 21 clusters Score -4.161435e+07 nChanged 16204
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 4333 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 5 contains 37799 members 
Mstep: Class 6 contains 6036 members 
Mstep: Class 8 contains 19273 members 
Mstep: Class 9 contains 6627 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 13681 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 15 contains 11316 members 
Mstep: Class 16 contains 22642 members 
Mstep: Class 17 contains 181500 members 
Mstep: Class 18 contains 13077 members 
Mstep: Class 19 contains 8893 members 
Mstep: Class 20 contains 18462 members 
Mstep: Class 21 contains 3882 members 
Mstep: Class 22 contains 5919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41621352.000000 Penalty: 41806.339844
Iteration 10Q: 21 clusters Score -4.162135e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6905 members 
Mstep: Class 3 contains 4144 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 38975 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 8 contains 18960 members 
Mstep: Class 9 contains 5880 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 13240 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 11367 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 182449 members 
Mstep: Class 18 contains 13881 members 
Mstep: Class 19 contains 8483 members 
Mstep: Class 20 contains 18285 members 
Mstep: Class 21 contains 4137 members 
Mstep: Class 22 contains 5820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41626844.000000 Penalty: 41806.339844
Iteration 11Q: 21 clusters Score -4.162684e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 10376 members 
Mstep: Class 5 contains 40225 members 
Mstep: Class 6 contains 6263 members 
Mstep: Class 8 contains 18569 members 
Mstep: Class 9 contains 5285 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 12 contains 7207 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 3884 members 
Mstep: Class 15 contains 11381 members 
Mstep: Class 16 contains 21682 members 
Mstep: Class 17 contains 182608 members 
Mstep: Class 18 contains 14841 members 
Mstep: Class 19 contains 8084 members 
Mstep: Class 20 contains 18197 members 
Mstep: Class 21 contains 4317 members 
Mstep: Class 22 contains 5713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41630560.000000 Penalty: 41806.339844
Iteration 12Q: 21 clusters Score -4.163056e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7432 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 10606 members 
Mstep: Class 5 contains 41531 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 8 contains 18172 members 
Mstep: Class 9 contains 4786 members 
Mstep: Class 10 contains 1389 members 
Mstep: Class 12 contains 7314 members 
Mstep: Class 13 contains 12474 members 
Mstep: Class 14 contains 3410 members 
Mstep: Class 15 contains 11345 members 
Mstep: Class 16 contains 21269 members 
Mstep: Class 17 contains 182377 members 
Mstep: Class 18 contains 15749 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 18160 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2025.749512 but Gain 2090.316406
Score: -41634264.000000 Penalty: 39716.023438
Iteration 13Q: 20 clusters Score -4.163426e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 8004 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 10773 members 
Mstep: Class 5 contains 43082 members 
Mstep: Class 6 contains 6980 members 
Mstep: Class 8 contains 17975 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 1395 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 12123 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 20900 members 
Mstep: Class 17 contains 181880 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 20 contains 18277 members 
Mstep: Class 21 contains 4590 members 
Mstep: Class 22 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41639252.000000 Penalty: 39716.023438
Iteration 14Q: 20 clusters Score -4.163925e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 44562 members 
Mstep: Class 6 contains 7532 members 
Mstep: Class 8 contains 17545 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 10 contains 1387 members 
Mstep: Class 12 contains 7643 members 
Mstep: Class 13 contains 11774 members 
Mstep: Class 14 contains 2830 members 
Mstep: Class 15 contains 11425 members 
Mstep: Class 16 contains 20584 members 
Mstep: Class 17 contains 180969 members 
Mstep: Class 18 contains 17102 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 18312 members 
Mstep: Class 21 contains 4693 members 
Mstep: Class 22 contains 5455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41641476.000000 Penalty: 39716.023438
Iteration 15Q: 20 clusters Score -4.164148e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 8405 members 
Mstep: Class 3 contains 3937 members 
Mstep: Class 4 contains 11030 members 
Mstep: Class 5 contains 46158 members 
Mstep: Class 6 contains 8079 members 
Mstep: Class 8 contains 17098 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 1395 members 
Mstep: Class 12 contains 7808 members 
Mstep: Class 13 contains 11428 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 11345 members 
Mstep: Class 16 contains 20302 members 
Mstep: Class 17 contains 179939 members 
Mstep: Class 18 contains 17646 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 18331 members 
Mstep: Class 21 contains 4748 members 
Mstep: Class 22 contains 5346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41643744.000000 Penalty: 39716.023438
Iteration 16Q: 20 clusters Score -4.164374e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 8575 members 
Mstep: Class 3 contains 3961 members 
Mstep: Class 4 contains 11126 members 
Mstep: Class 5 contains 47829 members 
Mstep: Class 6 contains 8589 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3439 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 12 contains 7966 members 
Mstep: Class 13 contains 11085 members 
Mstep: Class 14 contains 2523 members 
Mstep: Class 15 contains 11272 members 
Mstep: Class 16 contains 20029 members 
Mstep: Class 17 contains 178753 members 
Mstep: Class 18 contains 18145 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 18392 members 
Mstep: Class 21 contains 4786 members 
Mstep: Class 22 contains 5256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41645676.000000 Penalty: 39716.023438
Iteration 17Q: 20 clusters Score -4.164568e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 8682 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 11194 members 
Mstep: Class 5 contains 49613 members 
Mstep: Class 6 contains 9069 members 
Mstep: Class 8 contains 16319 members 
Mstep: Class 9 contains 3231 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 8137 members 
Mstep: Class 13 contains 10693 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 11213 members 
Mstep: Class 16 contains 19765 members 
Mstep: Class 17 contains 177475 members 
Mstep: Class 18 contains 18570 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 18462 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41647868.000000 Penalty: 39716.023438
Iteration 18Q: 20 clusters Score -4.164787e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 8778 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 11235 members 
Mstep: Class 5 contains 51422 members 
Mstep: Class 6 contains 9533 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 12 contains 8263 members 
Mstep: Class 13 contains 10311 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 15 contains 11127 members 
Mstep: Class 16 contains 19552 members 
Mstep: Class 17 contains 176233 members 
Mstep: Class 18 contains 18956 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 18516 members 
Mstep: Class 21 contains 4856 members 
Mstep: Class 22 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41650048.000000 Penalty: 39716.023438
Iteration 19Q: 20 clusters Score -4.165005e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 8864 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 11271 members 
Mstep: Class 5 contains 53347 members 
Mstep: Class 6 contains 9896 members 
Mstep: Class 8 contains 15620 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 12 contains 8310 members 
Mstep: Class 13 contains 10044 members 
Mstep: Class 14 contains 2265 members 
Mstep: Class 15 contains 11074 members 
Mstep: Class 16 contains 19333 members 
Mstep: Class 17 contains 174878 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 4663 members 
Mstep: Class 20 contains 18584 members 
Mstep: Class 21 contains 4883 members 
Mstep: Class 22 contains 5089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41652236.000000 Penalty: 39716.023438
Iteration 20F: 20 clusters Score -4.165224e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 8932 members 
Mstep: Class 3 contains 4267 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 55363 members 
Mstep: Class 6 contains 10499 members 
Mstep: Class 8 contains 15324 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 10 contains 1487 members 
Mstep: Class 12 contains 8303 members 
Mstep: Class 13 contains 9860 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 11028 members 
Mstep: Class 16 contains 19118 members 
Mstep: Class 17 contains 173060 members 
Mstep: Class 18 contains 19628 members 
Mstep: Class 19 contains 4207 members 
Mstep: Class 20 contains 18652 members 
Mstep: Class 21 contains 4910 members 
Mstep: Class 22 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41653744.000000 Penalty: 39716.023438
Iteration 21Q: 20 clusters Score -4.165374e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9013 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 11329 members 
Mstep: Class 5 contains 57611 members 
Mstep: Class 6 contains 11077 members 
Mstep: Class 8 contains 15014 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 1517 members 
Mstep: Class 12 contains 8251 members 
Mstep: Class 13 contains 9745 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 18930 members 
Mstep: Class 17 contains 171016 members 
Mstep: Class 18 contains 19919 members 
Mstep: Class 19 contains 3759 members 
Mstep: Class 20 contains 18725 members 
Mstep: Class 21 contains 4910 members 
Mstep: Class 22 contains 4977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41655184.000000 Penalty: 39716.023438
Iteration 22Q: 20 clusters Score -4.165518e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9105 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 11348 members 
Mstep: Class 5 contains 59969 members 
Mstep: Class 6 contains 11671 members 
Mstep: Class 8 contains 14686 members 
Mstep: Class 9 contains 2598 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 12 contains 8229 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 14 contains 2036 members 
Mstep: Class 15 contains 10928 members 
Mstep: Class 16 contains 18788 members 
Mstep: Class 17 contains 168834 members 
Mstep: Class 18 contains 20137 members 
Mstep: Class 19 contains 3348 members 
Mstep: Class 20 contains 18798 members 
Mstep: Class 21 contains 4907 members 
Mstep: Class 22 contains 4914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41656384.000000 Penalty: 39716.023438
Iteration 23Q: 20 clusters Score -4.165638e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 11362 members 
Mstep: Class 5 contains 62429 members 
Mstep: Class 6 contains 12304 members 
Mstep: Class 8 contains 14406 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 1547 members 
Mstep: Class 12 contains 8208 members 
Mstep: Class 13 contains 9504 members 
Mstep: Class 14 contains 1963 members 
Mstep: Class 15 contains 10869 members 
Mstep: Class 16 contains 18682 members 
Mstep: Class 17 contains 166540 members 
Mstep: Class 18 contains 20289 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 18853 members 
Mstep: Class 21 contains 4891 members 
Mstep: Class 22 contains 4832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41657840.000000 Penalty: 39716.023438
Iteration 24Q: 20 clusters Score -4.165784e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9239 members 
Mstep: Class 3 contains 4693 members 
Mstep: Class 4 contains 11390 members 
Mstep: Class 5 contains 65086 members 
Mstep: Class 6 contains 12872 members 
Mstep: Class 8 contains 14156 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 1561 members 
Mstep: Class 12 contains 8185 members 
Mstep: Class 13 contains 9367 members 
Mstep: Class 14 contains 1899 members 
Mstep: Class 15 contains 10812 members 
Mstep: Class 16 contains 18573 members 
Mstep: Class 17 contains 164046 members 
Mstep: Class 18 contains 20406 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 18883 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 4774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41658996.000000 Penalty: 39716.023438
Iteration 25Q: 20 clusters Score -4.1659e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 4863 members 
Mstep: Class 4 contains 11409 members 
Mstep: Class 5 contains 67934 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 8 contains 13934 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 1567 members 
Mstep: Class 12 contains 8152 members 
Mstep: Class 13 contains 9246 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 10748 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 161233 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 18911 members 
Mstep: Class 21 contains 4828 members 
Mstep: Class 22 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41659796.000000 Penalty: 39716.023438
Iteration 26Q: 20 clusters Score -4.16598e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9363 members 
Mstep: Class 3 contains 5053 members 
Mstep: Class 4 contains 11424 members 
Mstep: Class 5 contains 70902 members 
Mstep: Class 6 contains 13785 members 
Mstep: Class 8 contains 13735 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 12 contains 8174 members 
Mstep: Class 13 contains 9139 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 10658 members 
Mstep: Class 16 contains 18463 members 
Mstep: Class 17 contains 158314 members 
Mstep: Class 18 contains 20561 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 18919 members 
Mstep: Class 21 contains 4784 members 
Mstep: Class 22 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41661020.000000 Penalty: 39716.023438
Iteration 27Q: 20 clusters Score -4.166102e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9403 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 73981 members 
Mstep: Class 6 contains 14156 members 
Mstep: Class 8 contains 13576 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 12 contains 8184 members 
Mstep: Class 13 contains 9044 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 10582 members 
Mstep: Class 16 contains 18399 members 
Mstep: Class 17 contains 155243 members 
Mstep: Class 18 contains 20596 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 18902 members 
Mstep: Class 21 contains 4747 members 
Mstep: Class 22 contains 4586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41662308.000000 Penalty: 39716.023438
Iteration 28Q: 20 clusters Score -4.166231e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9456 members 
Mstep: Class 3 contains 5457 members 
Mstep: Class 4 contains 11451 members 
Mstep: Class 5 contains 77100 members 
Mstep: Class 6 contains 14489 members 
Mstep: Class 8 contains 13405 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 12 contains 8196 members 
Mstep: Class 13 contains 8990 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 10524 members 
Mstep: Class 16 contains 18345 members 
Mstep: Class 17 contains 152034 members 
Mstep: Class 18 contains 20644 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 18896 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2049.121826 but Gain 2090.316406
Score: -41663460.000000 Penalty: 37625.707031
Iteration 29Q: 19 clusters Score -4.166346e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9515 members 
Mstep: Class 3 contains 5619 members 
Mstep: Class 4 contains 11606 members 
Mstep: Class 5 contains 80875 members 
Mstep: Class 6 contains 14767 members 
Mstep: Class 8 contains 13231 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 12 contains 8252 members 
Mstep: Class 13 contains 8988 members 
Mstep: Class 15 contains 10426 members 
Mstep: Class 16 contains 18308 members 
Mstep: Class 17 contains 149370 members 
Mstep: Class 18 contains 20804 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 20 contains 18907 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41666172.000000 Penalty: 37625.707031
Iteration 30Q: 19 clusters Score -4.166617e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9558 members 
Mstep: Class 3 contains 5782 members 
Mstep: Class 4 contains 11552 members 
Mstep: Class 5 contains 84321 members 
Mstep: Class 6 contains 14978 members 
Mstep: Class 8 contains 13110 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 1622 members 
Mstep: Class 12 contains 8293 members 
Mstep: Class 13 contains 8937 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 18222 members 
Mstep: Class 17 contains 146033 members 
Mstep: Class 18 contains 20797 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 18871 members 
Mstep: Class 21 contains 4661 members 
Mstep: Class 22 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41666620.000000 Penalty: 37625.707031
Iteration 31Q: 19 clusters Score -4.166662e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9594 members 
Mstep: Class 3 contains 5939 members 
Mstep: Class 4 contains 11525 members 
Mstep: Class 5 contains 88041 members 
Mstep: Class 6 contains 15175 members 
Mstep: Class 8 contains 12994 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 1633 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 8898 members 
Mstep: Class 15 contains 10260 members 
Mstep: Class 16 contains 18169 members 
Mstep: Class 17 contains 142320 members 
Mstep: Class 18 contains 20800 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 18855 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 4392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667140.000000 Penalty: 37625.707031
Iteration 32Q: 19 clusters Score -4.166714e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9666 members 
Mstep: Class 3 contains 6060 members 
Mstep: Class 4 contains 11493 members 
Mstep: Class 5 contains 92421 members 
Mstep: Class 6 contains 15352 members 
Mstep: Class 8 contains 12912 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 1638 members 
Mstep: Class 12 contains 8325 members 
Mstep: Class 13 contains 8853 members 
Mstep: Class 15 contains 10170 members 
Mstep: Class 16 contains 18101 members 
Mstep: Class 17 contains 137915 members 
Mstep: Class 18 contains 20811 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 4349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667572.000000 Penalty: 37625.707031
Iteration 33Q: 19 clusters Score -4.166757e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 6171 members 
Mstep: Class 4 contains 11453 members 
Mstep: Class 5 contains 98077 members 
Mstep: Class 6 contains 15470 members 
Mstep: Class 8 contains 12892 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 1639 members 
Mstep: Class 12 contains 8347 members 
Mstep: Class 13 contains 8813 members 
Mstep: Class 15 contains 10049 members 
Mstep: Class 16 contains 17977 members 
Mstep: Class 17 contains 132279 members 
Mstep: Class 18 contains 20811 members 
Mstep: Class 19 contains 1385 members 
Mstep: Class 20 contains 18884 members 
Mstep: Class 21 contains 4569 members 
Mstep: Class 22 contains 4321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41668036.000000 Penalty: 37625.707031
Iteration 34Q: 19 clusters Score -4.166804e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9969 members 
Mstep: Class 3 contains 6283 members 
Mstep: Class 4 contains 11414 members 
Mstep: Class 5 contains 105085 members 
Mstep: Class 6 contains 15565 members 
Mstep: Class 8 contains 12884 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 12 contains 8386 members 
Mstep: Class 13 contains 8801 members 
Mstep: Class 15 contains 9972 members 
Mstep: Class 16 contains 17885 members 
Mstep: Class 17 contains 125185 members 
Mstep: Class 18 contains 20801 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 18872 members 
Mstep: Class 21 contains 4547 members 
Mstep: Class 22 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667768.000000 Penalty: 37625.707031
Iteration 35Q: 19 clusters Score -4.166777e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10149 members 
Mstep: Class 3 contains 6350 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 113687 members 
Mstep: Class 6 contains 15581 members 
Mstep: Class 8 contains 12895 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 1683 members 
Mstep: Class 12 contains 8429 members 
Mstep: Class 13 contains 8802 members 
Mstep: Class 15 contains 9896 members 
Mstep: Class 16 contains 17790 members 
Mstep: Class 17 contains 116577 members 
Mstep: Class 18 contains 20757 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 18872 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 4274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667184.000000 Penalty: 37625.707031
Iteration 36Q: 19 clusters Score -4.166718e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10364 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 11239 members 
Mstep: Class 5 contains 122890 members 
Mstep: Class 6 contains 15624 members 
Mstep: Class 8 contains 12917 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 1736 members 
Mstep: Class 12 contains 8522 members 
Mstep: Class 13 contains 8823 members 
Mstep: Class 15 contains 9780 members 
Mstep: Class 16 contains 17709 members 
Mstep: Class 17 contains 107177 members 
Mstep: Class 18 contains 20737 members 
Mstep: Class 19 contains 1267 members 
Mstep: Class 20 contains 18848 members 
Mstep: Class 21 contains 4545 members 
Mstep: Class 22 contains 4261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41666116.000000 Penalty: 37625.707031
Iteration 37Q: 19 clusters Score -4.166612e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10544 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 130959 members 
Mstep: Class 6 contains 15630 members 
Mstep: Class 8 contains 12967 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 1806 members 
Mstep: Class 12 contains 8632 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 15 contains 9703 members 
Mstep: Class 16 contains 17632 members 
Mstep: Class 17 contains 98868 members 
Mstep: Class 18 contains 20724 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 18826 members 
Mstep: Class 21 contains 4541 members 
Mstep: Class 22 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41664556.000000 Penalty: 37625.707031
Iteration 38Q: 19 clusters Score -4.166456e+07 nChanged 9362
Entering ConstructFrom: 
Score: -41664556.000000 Penalty: 37625.707031
Entering ConstructFrom: 
Trying to split cluster 2 (10735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Entering Unmasked Estep 
Score: -1138055.375000 Penalty: 1508.205444
	Iteration 0F: 2 clusters Score -1138055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1130514.250000 Penalty: 3016.410889
	Iteration 0F: 3 clusters Score -1130514 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1132883.750000 Penalty: 3016.410889
	Iteration 1F: 3 clusters Score -1132884 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1133118.000000 Penalty: 3016.410889
	Iteration 2F: 3 clusters Score -1133118 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1133273.750000 Penalty: 3016.410889
	Iteration 3Q: 3 clusters Score -1133274 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1133404.500000 Penalty: 3016.410889
	Iteration 4Q: 3 clusters Score -1133404 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1133516.125000 Penalty: 3016.410889
	Iteration 5Q: 3 clusters Score -1133516 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1133644.000000 Penalty: 3016.410889
	Iteration 6Q: 3 clusters Score -1133644 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1133830.250000 Penalty: 3016.410889
	Iteration 7Q: 3 clusters Score -1133830 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1134080.250000 Penalty: 3016.410889
	Iteration 8Q: 3 clusters Score -1134080 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1134430.750000 Penalty: 3016.410889
	Iteration 9F: 3 clusters Score -1134431 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1134863.375000 Penalty: 3016.410889
	Iteration 10F: 3 clusters Score -1134863 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1135327.625000 Penalty: 3016.410889
	Iteration 11F: 3 clusters Score -1135328 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1135733.125000 Penalty: 3016.410889
	Iteration 12Q: 3 clusters Score -1135733 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1136032.375000 Penalty: 3016.410889
	Iteration 13Q: 3 clusters Score -1136032 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1136271.750000 Penalty: 3016.410889
	Iteration 14Q: 3 clusters Score -1136272 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1136437.750000 Penalty: 3016.410889
	Iteration 15Q: 3 clusters Score -1136438 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1136562.750000 Penalty: 3016.410889
	Iteration 16Q: 3 clusters Score -1136563 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1136655.625000 Penalty: 3016.410889
	Iteration 17Q: 3 clusters Score -1136656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1136712.625000 Penalty: 3016.410889
	Iteration 18Q: 3 clusters Score -1136713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1136758.250000 Penalty: 3016.410889
	Iteration 19Q: 3 clusters Score -1136758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1136790.375000 Penalty: 3016.410889
	Iteration 20F: 3 clusters Score -1136790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1136811.250000 Penalty: 3016.410889
	Iteration 21Q: 3 clusters Score -1136811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1136819.625000 Penalty: 3016.410889
	Iteration 22Q: 3 clusters Score -1136820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1136828.125000 Penalty: 3016.410889
	Iteration 23Q: 3 clusters Score -1136828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1136837.125000 Penalty: 3016.410889
	Iteration 24Q: 3 clusters Score -1136837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1136838.750000 Penalty: 3016.410889
	Iteration 25Q: 3 clusters Score -1136839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1136842.750000 Penalty: 3016.410889
	Iteration 26Q: 3 clusters Score -1136843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1136842.500000 Penalty: 3016.410889
	Iteration 27Q: 3 clusters Score -1136842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1136843.375000 Penalty: 3016.410889
	Iteration 28Q: 3 clusters Score -1136843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1136843.875000 Penalty: 3016.410889
	Iteration 29Q: 3 clusters Score -1136844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1136844.625000 Penalty: 3016.410889
	Iteration 30Q: 3 clusters Score -1136845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1136846.625000 Penalty: 3016.410889
	Iteration 31Q: 3 clusters Score -1136847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1136851.250000 Penalty: 3016.410889
	Iteration 32Q: 3 clusters Score -1136851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1136851.875000 Penalty: 3016.410889
	Iteration 33Q: 3 clusters Score -1136852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1136852.875000 Penalty: 3016.410889
	Iteration 34Q: 3 clusters Score -1136853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1136852.125000 Penalty: 3016.410889
	Iteration 35Q: 3 clusters Score -1136852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1136859.250000 Penalty: 3016.410889
	Iteration 36Q: 3 clusters Score -1136859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1136860.000000 Penalty: 3016.410889
	Iteration 37Q: 3 clusters Score -1136860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1136864.000000 Penalty: 3016.410889
	Iteration 38Q: 3 clusters Score -1136864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1136865.125000 Penalty: 3016.410889
	Iteration 39Q: 3 clusters Score -1136865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1136867.750000 Penalty: 3016.410889
	Iteration 40F: 3 clusters Score -1136868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1136867.375000 Penalty: 3016.410889
	Iteration 41Q: 3 clusters Score -1136867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1136869.250000 Penalty: 3016.410889
	Iteration 42Q: 3 clusters Score -1136869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1136870.250000 Penalty: 3016.410889
	Iteration 43Q: 3 clusters Score -1136870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1136870.625000 Penalty: 3016.410889
	Iteration 44Q: 3 clusters Score -1136871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1136871.625000 Penalty: 3016.410889
	Iteration 45Q: 3 clusters Score -1136872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1136871.750000 Penalty: 3016.410889
	Iteration 46Q: 3 clusters Score -1136872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1136870.125000 Penalty: 3016.410889
	Iteration 47Q: 3 clusters Score -1136870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1136870.125000 Penalty: 3016.410889
	Iteration 48F: 3 clusters Score -1136870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Entering Unmasked Estep 
Score: -740489.812500 Penalty: 1429.380493
	Iteration 0F: 2 clusters Score -740489.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -735508.062500 Penalty: 2858.760986
	Iteration 0F: 3 clusters Score -735508.1 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -736922.125000 Penalty: 2858.760986
	Iteration 1F: 3 clusters Score -736922.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -737088.125000 Penalty: 2858.760986
	Iteration 2F: 3 clusters Score -737088.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -737188.750000 Penalty: 2858.760986
	Iteration 3Q: 3 clusters Score -737188.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -737249.187500 Penalty: 2858.760986
	Iteration 4Q: 3 clusters Score -737249.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -737303.625000 Penalty: 2858.760986
	Iteration 5Q: 3 clusters Score -737303.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -737346.625000 Penalty: 2858.760986
	Iteration 6Q: 3 clusters Score -737346.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -737394.062500 Penalty: 2858.760986
	Iteration 7Q: 3 clusters Score -737394.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -737437.687500 Penalty: 2858.760986
	Iteration 8Q: 3 clusters Score -737437.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -737475.437500 Penalty: 2858.760986
	Iteration 9Q: 3 clusters Score -737475.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -737512.187500 Penalty: 2858.760986
	Iteration 10Q: 3 clusters Score -737512.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -737544.875000 Penalty: 2858.760986
	Iteration 11Q: 3 clusters Score -737544.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -737580.812500 Penalty: 2858.760986
	Iteration 12Q: 3 clusters Score -737580.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -737611.625000 Penalty: 2858.760986
	Iteration 13Q: 3 clusters Score -737611.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -737645.187500 Penalty: 2858.760986
	Iteration 14Q: 3 clusters Score -737645.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -737693.437500 Penalty: 2858.760986
	Iteration 15Q: 3 clusters Score -737693.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -737746.125000 Penalty: 2858.760986
	Iteration 16Q: 3 clusters Score -737746.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -737804.750000 Penalty: 2858.760986
	Iteration 17Q: 3 clusters Score -737804.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -737874.812500 Penalty: 2858.760986
	Iteration 18Q: 3 clusters Score -737874.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -737956.937500 Penalty: 2858.760986
	Iteration 19Q: 3 clusters Score -737956.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -738038.937500 Penalty: 2858.760986
	Iteration 20F: 3 clusters Score -738038.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -738122.250000 Penalty: 2858.760986
	Iteration 21Q: 3 clusters Score -738122.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -738202.125000 Penalty: 2858.760986
	Iteration 22Q: 3 clusters Score -738202.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -738279.625000 Penalty: 2858.760986
	Iteration 23Q: 3 clusters Score -738279.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -738365.125000 Penalty: 2858.760986
	Iteration 24Q: 3 clusters Score -738365.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -738441.562500 Penalty: 2858.760986
	Iteration 25Q: 3 clusters Score -738441.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -738500.562500 Penalty: 2858.760986
	Iteration 26Q: 3 clusters Score -738500.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -738551.062500 Penalty: 2858.760986
	Iteration 27Q: 3 clusters Score -738551.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -738600.312500 Penalty: 2858.760986
	Iteration 28Q: 3 clusters Score -738600.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -738653.812500 Penalty: 2858.760986
	Iteration 29Q: 3 clusters Score -738653.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -738706.937500 Penalty: 2858.760986
	Iteration 30Q: 3 clusters Score -738706.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -738750.750000 Penalty: 2858.760986
	Iteration 31Q: 3 clusters Score -738750.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -738796.875000 Penalty: 2858.760986
	Iteration 32Q: 3 clusters Score -738796.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -738834.375000 Penalty: 2858.760986
	Iteration 33Q: 3 clusters Score -738834.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -738857.062500 Penalty: 2858.760986
	Iteration 34Q: 3 clusters Score -738857.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -738889.000000 Penalty: 2858.760986
	Iteration 35Q: 3 clusters Score -738889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -738922.125000 Penalty: 2858.760986
	Iteration 36Q: 3 clusters Score -738922.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -738955.000000 Penalty: 2858.760986
	Iteration 37Q: 3 clusters Score -738955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -738986.000000 Penalty: 2858.760986
	Iteration 38Q: 3 clusters Score -738986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -739008.187500 Penalty: 2858.760986
	Iteration 39Q: 3 clusters Score -739008.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -739035.375000 Penalty: 2858.760986
	Iteration 40F: 3 clusters Score -739035.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -739058.312500 Penalty: 2858.760986
	Iteration 41Q: 3 clusters Score -739058.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -739079.500000 Penalty: 2858.760986
	Iteration 42Q: 3 clusters Score -739079.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -739099.187500 Penalty: 2858.760986
	Iteration 43Q: 3 clusters Score -739099.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -739115.062500 Penalty: 2858.760986
	Iteration 44Q: 3 clusters Score -739115.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -739129.875000 Penalty: 2858.760986
	Iteration 45Q: 3 clusters Score -739129.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -739140.375000 Penalty: 2858.760986
	Iteration 46Q: 3 clusters Score -739140.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -739153.937500 Penalty: 2858.760986
	Iteration 47Q: 3 clusters Score -739153.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -739164.250000 Penalty: 2858.760986
	Iteration 48Q: 3 clusters Score -739164.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -739169.437500 Penalty: 2858.760986
	Iteration 49Q: 3 clusters Score -739169.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -739174.000000 Penalty: 2858.760986
	Iteration 50Q: 3 clusters Score -739174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -739181.312500 Penalty: 2858.760986
	Iteration 51Q: 3 clusters Score -739181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -739185.125000 Penalty: 2858.760986
	Iteration 52Q: 3 clusters Score -739185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -739186.875000 Penalty: 2858.760986
	Iteration 53Q: 3 clusters Score -739186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -739192.000000 Penalty: 2858.760986
	Iteration 54Q: 3 clusters Score -739192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -739200.000000 Penalty: 2858.760986
	Iteration 55Q: 3 clusters Score -739200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -739208.187500 Penalty: 2858.760986
	Iteration 56Q: 3 clusters Score -739208.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -739212.000000 Penalty: 2858.760986
	Iteration 57Q: 3 clusters Score -739212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -739214.937500 Penalty: 2858.760986
	Iteration 58Q: 3 clusters Score -739214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -739219.375000 Penalty: 2858.760986
	Iteration 59Q: 3 clusters Score -739219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -739223.312500 Penalty: 2858.760986
	Iteration 60F: 3 clusters Score -739223.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -739230.187500 Penalty: 2858.760986
	Iteration 61Q: 3 clusters Score -739230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -739233.812500 Penalty: 2858.760986
	Iteration 62Q: 3 clusters Score -739233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -739237.437500 Penalty: 2858.760986
	Iteration 63Q: 3 clusters Score -739237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -739240.687500 Penalty: 2858.760986
	Iteration 64Q: 3 clusters Score -739240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -739241.687500 Penalty: 2858.760986
	Iteration 65Q: 3 clusters Score -739241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -739242.687500 Penalty: 2858.760986
	Iteration 66Q: 3 clusters Score -739242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -739242.687500 Penalty: 2858.760986
	Iteration 67F: 3 clusters Score -739242.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Entering Unmasked Estep 
Score: -1256022.375000 Penalty: 1513.477783
	Iteration 0F: 2 clusters Score -1256022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1248215.625000 Penalty: 3026.955566
	Iteration 0F: 3 clusters Score -1248216 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1250823.750000 Penalty: 3026.955566
	Iteration 1F: 3 clusters Score -1250824 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1251099.750000 Penalty: 3026.955566
	Iteration 2F: 3 clusters Score -1251100 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1251348.375000 Penalty: 3026.955566
	Iteration 3Q: 3 clusters Score -1251348 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1251622.375000 Penalty: 3026.955566
	Iteration 4Q: 3 clusters Score -1251622 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1251893.250000 Penalty: 3026.955566
	Iteration 5Q: 3 clusters Score -1251893 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1252203.375000 Penalty: 3026.955566
	Iteration 6Q: 3 clusters Score -1252203 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1252577.125000 Penalty: 3026.955566
	Iteration 7Q: 3 clusters Score -1252577 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1252980.250000 Penalty: 3026.955566
	Iteration 8Q: 3 clusters Score -1252980 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1253448.625000 Penalty: 3026.955566
	Iteration 9F: 3 clusters Score -1253449 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1253823.750000 Penalty: 3026.955566
	Iteration 10Q: 3 clusters Score -1253824 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1254092.375000 Penalty: 3026.955566
	Iteration 11Q: 3 clusters Score -1254092 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1254280.375000 Penalty: 3026.955566
	Iteration 12Q: 3 clusters Score -1254280 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1254397.125000 Penalty: 3026.955566
	Iteration 13Q: 3 clusters Score -1254397 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1254487.875000 Penalty: 3026.955566
	Iteration 14Q: 3 clusters Score -1254488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1254550.375000 Penalty: 3026.955566
	Iteration 15Q: 3 clusters Score -1254550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1254586.250000 Penalty: 3026.955566
	Iteration 16Q: 3 clusters Score -1254586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1254622.625000 Penalty: 3026.955566
	Iteration 17Q: 3 clusters Score -1254623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1254639.250000 Penalty: 3026.955566
	Iteration 18Q: 3 clusters Score -1254639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1254653.625000 Penalty: 3026.955566
	Iteration 19Q: 3 clusters Score -1254654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1254659.625000 Penalty: 3026.955566
	Iteration 20F: 3 clusters Score -1254660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1254663.625000 Penalty: 3026.955566
	Iteration 21Q: 3 clusters Score -1254664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1254668.500000 Penalty: 3026.955566
	Iteration 22Q: 3 clusters Score -1254668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1254673.000000 Penalty: 3026.955566
	Iteration 23Q: 3 clusters Score -1254673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1254677.250000 Penalty: 3026.955566
	Iteration 24Q: 3 clusters Score -1254677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1254680.625000 Penalty: 3026.955566
	Iteration 25Q: 3 clusters Score -1254681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1254682.375000 Penalty: 3026.955566
	Iteration 26Q: 3 clusters Score -1254682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1254684.875000 Penalty: 3026.955566
	Iteration 27Q: 3 clusters Score -1254685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1254685.375000 Penalty: 3026.955566
	Iteration 28Q: 3 clusters Score -1254685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1254686.750000 Penalty: 3026.955566
	Iteration 29Q: 3 clusters Score -1254687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1254689.125000 Penalty: 3026.955566
	Iteration 30Q: 3 clusters Score -1254689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1254688.750000 Penalty: 3026.955566
	Iteration 31Q: 3 clusters Score -1254689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1254688.750000 Penalty: 3026.955566
	Iteration 32F: 3 clusters Score -1254689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (137141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137141 members 
Entering Unmasked Estep 
Score: -15109867.000000 Penalty: 1922.174316
	Iteration 0F: 2 clusters Score -1.510987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -15029791.000000 Penalty: 3844.348633
	Iteration 0F: 3 clusters Score -1.502979e+07 nChanged 66107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -15069471.000000 Penalty: 3844.348633
	Iteration 1F: 3 clusters Score -1.506947e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -15071090.000000 Penalty: 3844.348633
	Iteration 2Q: 3 clusters Score -1.507109e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -15073560.000000 Penalty: 3844.348633
	Iteration 3Q: 3 clusters Score -1.507356e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -15076674.000000 Penalty: 3844.348633
	Iteration 4F: 3 clusters Score -1.507667e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -15080711.000000 Penalty: 3844.348633
	Iteration 5F: 3 clusters Score -1.508071e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -15084862.000000 Penalty: 3844.348633
	Iteration 6F: 3 clusters Score -1.508486e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90399 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -15089264.000000 Penalty: 3844.348633
	Iteration 7F: 3 clusters Score -1.508926e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -15093970.000000 Penalty: 3844.348633
	Iteration 8F: 3 clusters Score -1.509397e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -15098000.000000 Penalty: 3844.348633
	Iteration 9F: 3 clusters Score -1.5098e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -15100228.000000 Penalty: 3844.348633
	Iteration 10Q: 3 clusters Score -1.510023e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94800 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -15100706.000000 Penalty: 3844.348633
	Iteration 11Q: 3 clusters Score -1.510071e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -15100920.000000 Penalty: 3844.348633
	Iteration 12Q: 3 clusters Score -1.510092e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -15101012.000000 Penalty: 3844.348633
	Iteration 13Q: 3 clusters Score -1.510101e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -15101098.000000 Penalty: 3844.348633
	Iteration 14Q: 3 clusters Score -1.51011e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -15101158.000000 Penalty: 3844.348633
	Iteration 15Q: 3 clusters Score -1.510116e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -15101120.000000 Penalty: 3844.348633
	Iteration 16Q: 3 clusters Score -1.510112e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94489 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -15101247.000000 Penalty: 3844.348633
	Iteration 17Q: 3 clusters Score -1.510125e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -15101258.000000 Penalty: 3844.348633
	Iteration 18Q: 3 clusters Score -1.510126e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -15101307.000000 Penalty: 3844.348633
	Iteration 19Q: 3 clusters Score -1.510131e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -15101320.000000 Penalty: 3844.348633
	Iteration 20F: 3 clusters Score -1.510132e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -15101344.000000 Penalty: 3844.348633
	Iteration 21Q: 3 clusters Score -1.510134e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -15101385.000000 Penalty: 3844.348633
	Iteration 22Q: 3 clusters Score -1.510138e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -15101478.000000 Penalty: 3844.348633
	Iteration 23Q: 3 clusters Score -1.510148e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -15101521.000000 Penalty: 3844.348633
	Iteration 24Q: 3 clusters Score -1.510152e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -15101587.000000 Penalty: 3844.348633
	Iteration 25Q: 3 clusters Score -1.510159e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -15101632.000000 Penalty: 3844.348633
	Iteration 26Q: 3 clusters Score -1.510163e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -15101639.000000 Penalty: 3844.348633
	Iteration 27Q: 3 clusters Score -1.510164e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -15101680.000000 Penalty: 3844.348633
	Iteration 28Q: 3 clusters Score -1.510168e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -15101679.000000 Penalty: 3844.348633
	Iteration 29Q: 3 clusters Score -1.510168e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92174 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -15101705.000000 Penalty: 3844.348633
	Iteration 30Q: 3 clusters Score -1.51017e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -15101807.000000 Penalty: 3844.348633
	Iteration 31Q: 3 clusters Score -1.510181e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -15101815.000000 Penalty: 3844.348633
	Iteration 32Q: 3 clusters Score -1.510182e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -15101857.000000 Penalty: 3844.348633
	Iteration 33Q: 3 clusters Score -1.510186e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -15101853.000000 Penalty: 3844.348633
	Iteration 34Q: 3 clusters Score -1.510185e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91677 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -15101922.000000 Penalty: 3844.348633
	Iteration 35Q: 3 clusters Score -1.510192e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91582 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -15101950.000000 Penalty: 3844.348633
	Iteration 36Q: 3 clusters Score -1.510195e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -15102003.000000 Penalty: 3844.348633
	Iteration 37Q: 3 clusters Score -1.5102e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -15102117.000000 Penalty: 3844.348633
	Iteration 38Q: 3 clusters Score -1.510212e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -15102205.000000 Penalty: 3844.348633
	Iteration 39Q: 3 clusters Score -1.51022e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90983 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -15102268.000000 Penalty: 3844.348633
	Iteration 40F: 3 clusters Score -1.510227e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -15102374.000000 Penalty: 3844.348633
	Iteration 41Q: 3 clusters Score -1.510237e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -15102579.000000 Penalty: 3844.348633
	Iteration 42Q: 3 clusters Score -1.510258e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -15102757.000000 Penalty: 3844.348633
	Iteration 43Q: 3 clusters Score -1.510276e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -15102977.000000 Penalty: 3844.348633
	Iteration 44Q: 3 clusters Score -1.510298e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -15103327.000000 Penalty: 3844.348633
	Iteration 45Q: 3 clusters Score -1.510333e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -15103704.000000 Penalty: 3844.348633
	Iteration 46Q: 3 clusters Score -1.51037e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -15104145.000000 Penalty: 3844.348633
	Iteration 47Q: 3 clusters Score -1.510414e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -15104656.000000 Penalty: 3844.348633
	Iteration 48Q: 3 clusters Score -1.510466e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -15105193.000000 Penalty: 3844.348633
	Iteration 49Q: 3 clusters Score -1.510519e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87275 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -15105694.000000 Penalty: 3844.348633
	Iteration 50Q: 3 clusters Score -1.510569e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -15106234.000000 Penalty: 3844.348633
	Iteration 51Q: 3 clusters Score -1.510623e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -15106608.000000 Penalty: 3844.348633
	Iteration 52Q: 3 clusters Score -1.510661e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -15106955.000000 Penalty: 3844.348633
	Iteration 53Q: 3 clusters Score -1.510696e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -15107192.000000 Penalty: 3844.348633
	Iteration 54Q: 3 clusters Score -1.510719e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -15107458.000000 Penalty: 3844.348633
	Iteration 55Q: 3 clusters Score -1.510746e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -15107547.000000 Penalty: 3844.348633
	Iteration 56Q: 3 clusters Score -1.510755e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -15107745.000000 Penalty: 3844.348633
	Iteration 57Q: 3 clusters Score -1.510774e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84702 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -15107835.000000 Penalty: 3844.348633
	Iteration 58Q: 3 clusters Score -1.510784e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -15107932.000000 Penalty: 3844.348633
	Iteration 59Q: 3 clusters Score -1.510793e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -15108111.000000 Penalty: 3844.348633
	Iteration 60F: 3 clusters Score -1.510811e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -15108120.000000 Penalty: 3844.348633
	Iteration 61Q: 3 clusters Score -1.510812e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -15108183.000000 Penalty: 3844.348633
	Iteration 62Q: 3 clusters Score -1.510818e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -15108306.000000 Penalty: 3844.348633
	Iteration 63Q: 3 clusters Score -1.510831e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -15108324.000000 Penalty: 3844.348633
	Iteration 64Q: 3 clusters Score -1.510832e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -15108369.000000 Penalty: 3844.348633
	Iteration 65Q: 3 clusters Score -1.510837e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -15108456.000000 Penalty: 3844.348633
	Iteration 66Q: 3 clusters Score -1.510846e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -15108526.000000 Penalty: 3844.348633
	Iteration 67Q: 3 clusters Score -1.510853e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -15108486.000000 Penalty: 3844.348633
	Iteration 68Q: 3 clusters Score -1.510849e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -15108486.000000 Penalty: 3844.348633
	Iteration 69Q: 3 clusters Score -1.510849e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -15108541.000000 Penalty: 3844.348633
	Iteration 70Q: 3 clusters Score -1.510854e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -15108547.000000 Penalty: 3844.348633
	Iteration 71Q: 3 clusters Score -1.510855e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -15108570.000000 Penalty: 3844.348633
	Iteration 72Q: 3 clusters Score -1.510857e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82480 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -15108566.000000 Penalty: 3844.348633
	Iteration 73Q: 3 clusters Score -1.510857e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -15108599.000000 Penalty: 3844.348633
	Iteration 74Q: 3 clusters Score -1.51086e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -15108561.000000 Penalty: 3844.348633
	Iteration 75Q: 3 clusters Score -1.510856e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -15108521.000000 Penalty: 3844.348633
	Iteration 76Q: 3 clusters Score -1.510852e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -15108529.000000 Penalty: 3844.348633
	Iteration 77Q: 3 clusters Score -1.510853e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -15108567.000000 Penalty: 3844.348633
	Iteration 78Q: 3 clusters Score -1.510857e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -15108539.000000 Penalty: 3844.348633
	Iteration 79Q: 3 clusters Score -1.510854e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82088 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -15108538.000000 Penalty: 3844.348633
	Iteration 80F: 3 clusters Score -1.510854e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -15108521.000000 Penalty: 3844.348633
	Iteration 81Q: 3 clusters Score -1.510852e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -15108518.000000 Penalty: 3844.348633
	Iteration 82Q: 3 clusters Score -1.510852e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -15108492.000000 Penalty: 3844.348633
	Iteration 83Q: 3 clusters Score -1.510849e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -15108511.000000 Penalty: 3844.348633
	Iteration 84Q: 3 clusters Score -1.510851e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -15108501.000000 Penalty: 3844.348633
	Iteration 85Q: 3 clusters Score -1.51085e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -15108517.000000 Penalty: 3844.348633
	Iteration 86Q: 3 clusters Score -1.510852e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -15108474.000000 Penalty: 3844.348633
	Iteration 87Q: 3 clusters Score -1.510847e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -15108451.000000 Penalty: 3844.348633
	Iteration 88Q: 3 clusters Score -1.510845e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -15108466.000000 Penalty: 3844.348633
	Iteration 89Q: 3 clusters Score -1.510847e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -15108485.000000 Penalty: 3844.348633
	Iteration 90Q: 3 clusters Score -1.510848e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -15108471.000000 Penalty: 3844.348633
	Iteration 91Q: 3 clusters Score -1.510847e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -15108477.000000 Penalty: 3844.348633
	Iteration 92Q: 3 clusters Score -1.510848e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -15108493.000000 Penalty: 3844.348633
	Iteration 93Q: 3 clusters Score -1.510849e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -15108501.000000 Penalty: 3844.348633
	Iteration 94Q: 3 clusters Score -1.51085e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -15108483.000000 Penalty: 3844.348633
	Iteration 95Q: 3 clusters Score -1.510848e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -15108451.000000 Penalty: 3844.348633
	Iteration 96Q: 3 clusters Score -1.510845e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -15108474.000000 Penalty: 3844.348633
	Iteration 97Q: 3 clusters Score -1.510847e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -15108454.000000 Penalty: 3844.348633
	Iteration 98Q: 3 clusters Score -1.510845e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -15108470.000000 Penalty: 3844.348633
	Iteration 99Q: 3 clusters Score -1.510847e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -15108462.000000 Penalty: 3844.348633
	Iteration 100F: 3 clusters Score -1.510846e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -15108437.000000 Penalty: 3844.348633
	Iteration 101Q: 3 clusters Score -1.510844e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -15108414.000000 Penalty: 3844.348633
	Iteration 102Q: 3 clusters Score -1.510841e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -15108398.000000 Penalty: 3844.348633
	Iteration 103Q: 3 clusters Score -1.51084e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -15108401.000000 Penalty: 3844.348633
	Iteration 104Q: 3 clusters Score -1.51084e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -15108383.000000 Penalty: 3844.348633
	Iteration 105Q: 3 clusters Score -1.510838e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -15108354.000000 Penalty: 3844.348633
	Iteration 106Q: 3 clusters Score -1.510835e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -15108349.000000 Penalty: 3844.348633
	Iteration 107Q: 3 clusters Score -1.510835e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -15108353.000000 Penalty: 3844.348633
	Iteration 108Q: 3 clusters Score -1.510835e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -15108363.000000 Penalty: 3844.348633
	Iteration 109Q: 3 clusters Score -1.510836e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -15108347.000000 Penalty: 3844.348633
	Iteration 110Q: 3 clusters Score -1.510835e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -15108345.000000 Penalty: 3844.348633
	Iteration 111Q: 3 clusters Score -1.510834e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -15108300.000000 Penalty: 3844.348633
	Iteration 112Q: 3 clusters Score -1.51083e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -15108274.000000 Penalty: 3844.348633
	Iteration 113Q: 3 clusters Score -1.510827e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -15108269.000000 Penalty: 3844.348633
	Iteration 114Q: 3 clusters Score -1.510827e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -15108260.000000 Penalty: 3844.348633
	Iteration 115Q: 3 clusters Score -1.510826e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -15108259.000000 Penalty: 3844.348633
	Iteration 116Q: 3 clusters Score -1.510826e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -15108247.000000 Penalty: 3844.348633
	Iteration 117Q: 3 clusters Score -1.510825e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -15108242.000000 Penalty: 3844.348633
	Iteration 118Q: 3 clusters Score -1.510824e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -15108260.000000 Penalty: 3844.348633
	Iteration 119Q: 3 clusters Score -1.510826e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -15108251.000000 Penalty: 3844.348633
	Iteration 120F: 3 clusters Score -1.510825e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -15108255.000000 Penalty: 3844.348633
	Iteration 121Q: 3 clusters Score -1.510826e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -15108262.000000 Penalty: 3844.348633
	Iteration 122Q: 3 clusters Score -1.510826e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -15108250.000000 Penalty: 3844.348633
	Iteration 123Q: 3 clusters Score -1.510825e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -15108235.000000 Penalty: 3844.348633
	Iteration 124Q: 3 clusters Score -1.510824e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -15108215.000000 Penalty: 3844.348633
	Iteration 125Q: 3 clusters Score -1.510822e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -15108200.000000 Penalty: 3844.348633
	Iteration 126Q: 3 clusters Score -1.51082e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -15108191.000000 Penalty: 3844.348633
	Iteration 127Q: 3 clusters Score -1.510819e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -15108186.000000 Penalty: 3844.348633
	Iteration 128Q: 3 clusters Score -1.510819e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -15108183.000000 Penalty: 3844.348633
	Iteration 129Q: 3 clusters Score -1.510818e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -15108191.000000 Penalty: 3844.348633
	Iteration 130Q: 3 clusters Score -1.510819e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -15108168.000000 Penalty: 3844.348633
	Iteration 131Q: 3 clusters Score -1.510817e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -15108151.000000 Penalty: 3844.348633
	Iteration 132Q: 3 clusters Score -1.510815e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -15108122.000000 Penalty: 3844.348633
	Iteration 133Q: 3 clusters Score -1.510812e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 58691 members 
Entering Unmasked Estep 
Score: -15108106.000000 Penalty: 3844.348633
	Iteration 134Q: 3 clusters Score -1.510811e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -15108119.000000 Penalty: 3844.348633
	Iteration 135Q: 3 clusters Score -1.510812e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -15108067.000000 Penalty: 3844.348633
	Iteration 136Q: 3 clusters Score -1.510807e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -15108088.000000 Penalty: 3844.348633
	Iteration 137Q: 3 clusters Score -1.510809e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -15108080.000000 Penalty: 3844.348633
	Iteration 138Q: 3 clusters Score -1.510808e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -15108091.000000 Penalty: 3844.348633
	Iteration 139Q: 3 clusters Score -1.510809e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -15108084.000000 Penalty: 3844.348633
	Iteration 140F: 3 clusters Score -1.510808e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77904 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -15108079.000000 Penalty: 3844.348633
	Iteration 141Q: 3 clusters Score -1.510808e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -15108088.000000 Penalty: 3844.348633
	Iteration 142Q: 3 clusters Score -1.510809e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -15108084.000000 Penalty: 3844.348633
	Iteration 143Q: 3 clusters Score -1.510808e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -15108091.000000 Penalty: 3844.348633
	Iteration 144Q: 3 clusters Score -1.510809e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -15108064.000000 Penalty: 3844.348633
	Iteration 145Q: 3 clusters Score -1.510806e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -15108084.000000 Penalty: 3844.348633
	Iteration 146Q: 3 clusters Score -1.510808e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -15108063.000000 Penalty: 3844.348633
	Iteration 147Q: 3 clusters Score -1.510806e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -15108002.000000 Penalty: 3844.348633
	Iteration 148Q: 3 clusters Score -1.5108e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -15107974.000000 Penalty: 3844.348633
	Iteration 149Q: 3 clusters Score -1.510797e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -15107976.000000 Penalty: 3844.348633
	Iteration 150Q: 3 clusters Score -1.510798e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -15107958.000000 Penalty: 3844.348633
	Iteration 151Q: 3 clusters Score -1.510796e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -15107937.000000 Penalty: 3844.348633
	Iteration 152Q: 3 clusters Score -1.510794e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -15107954.000000 Penalty: 3844.348633
	Iteration 153Q: 3 clusters Score -1.510795e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -15107952.000000 Penalty: 3844.348633
	Iteration 154Q: 3 clusters Score -1.510795e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76830 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -15107926.000000 Penalty: 3844.348633
	Iteration 155Q: 3 clusters Score -1.510793e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -15107919.000000 Penalty: 3844.348633
	Iteration 156Q: 3 clusters Score -1.510792e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -15107884.000000 Penalty: 3844.348633
	Iteration 157Q: 3 clusters Score -1.510788e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -15107882.000000 Penalty: 3844.348633
	Iteration 158Q: 3 clusters Score -1.510788e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -15107887.000000 Penalty: 3844.348633
	Iteration 159Q: 3 clusters Score -1.510789e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -15107866.000000 Penalty: 3844.348633
	Iteration 160F: 3 clusters Score -1.510787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -15107868.000000 Penalty: 3844.348633
	Iteration 161Q: 3 clusters Score -1.510787e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -15107862.000000 Penalty: 3844.348633
	Iteration 162Q: 3 clusters Score -1.510786e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -15107881.000000 Penalty: 3844.348633
	Iteration 163Q: 3 clusters Score -1.510788e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -15107870.000000 Penalty: 3844.348633
	Iteration 164Q: 3 clusters Score -1.510787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -15107879.000000 Penalty: 3844.348633
	Iteration 165Q: 3 clusters Score -1.510788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -15107880.000000 Penalty: 3844.348633
	Iteration 166Q: 3 clusters Score -1.510788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -15107872.000000 Penalty: 3844.348633
	Iteration 167Q: 3 clusters Score -1.510787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -15107855.000000 Penalty: 3844.348633
	Iteration 168Q: 3 clusters Score -1.510786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -15107866.000000 Penalty: 3844.348633
	Iteration 169Q: 3 clusters Score -1.510787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -15107864.000000 Penalty: 3844.348633
	Iteration 170Q: 3 clusters Score -1.510786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -15107865.000000 Penalty: 3844.348633
	Iteration 171Q: 3 clusters Score -1.510786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -15107861.000000 Penalty: 3844.348633
	Iteration 172Q: 3 clusters Score -1.510786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -15107831.000000 Penalty: 3844.348633
	Iteration 173Q: 3 clusters Score -1.510783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -15107847.000000 Penalty: 3844.348633
	Iteration 174Q: 3 clusters Score -1.510785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -15107864.000000 Penalty: 3844.348633
	Iteration 175Q: 3 clusters Score -1.510786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -15107862.000000 Penalty: 3844.348633
	Iteration 176Q: 3 clusters Score -1.510786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -15107860.000000 Penalty: 3844.348633
	Iteration 177Q: 3 clusters Score -1.510786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -15107864.000000 Penalty: 3844.348633
	Iteration 178Q: 3 clusters Score -1.510786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -15107853.000000 Penalty: 3844.348633
	Iteration 179Q: 3 clusters Score -1.510785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -15107852.000000 Penalty: 3844.348633
	Iteration 180F: 3 clusters Score -1.510785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -15107852.000000 Penalty: 3844.348633
	Iteration 181Q: 3 clusters Score -1.510785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -15107849.000000 Penalty: 3844.348633
	Iteration 182Q: 3 clusters Score -1.510785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -15107843.000000 Penalty: 3844.348633
	Iteration 183Q: 3 clusters Score -1.510784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -15107835.000000 Penalty: 3844.348633
	Iteration 184Q: 3 clusters Score -1.510784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -15107837.000000 Penalty: 3844.348633
	Iteration 185Q: 3 clusters Score -1.510784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -15107839.000000 Penalty: 3844.348633
	Iteration 186Q: 3 clusters Score -1.510784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -15107841.000000 Penalty: 3844.348633
	Iteration 187Q: 3 clusters Score -1.510784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -15107839.000000 Penalty: 3844.348633
	Iteration 188Q: 3 clusters Score -1.510784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -15107837.000000 Penalty: 3844.348633
	Iteration 189Q: 3 clusters Score -1.510784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -15107839.000000 Penalty: 3844.348633
	Iteration 190Q: 3 clusters Score -1.510784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -15107841.000000 Penalty: 3844.348633
	Iteration 191Q: 3 clusters Score -1.510784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -15107836.000000 Penalty: 3844.348633
	Iteration 192Q: 3 clusters Score -1.510784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -15107831.000000 Penalty: 3844.348633
	Iteration 193Q: 3 clusters Score -1.510783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -15107835.000000 Penalty: 3844.348633
	Iteration 194Q: 3 clusters Score -1.510784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -15107830.000000 Penalty: 3844.348633
	Iteration 195Q: 3 clusters Score -1.510783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -15107838.000000 Penalty: 3844.348633
	Iteration 196Q: 3 clusters Score -1.510784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -15107822.000000 Penalty: 3844.348633
	Iteration 197Q: 3 clusters Score -1.510782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -15107822.000000 Penalty: 3844.348633
	Iteration 198Q: 3 clusters Score -1.510782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -15107805.000000 Penalty: 3844.348633
	Iteration 199Q: 3 clusters Score -1.51078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -15107805.000000 Penalty: 3844.348633
	Iteration 200F: 3 clusters Score -1.51078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -15107797.000000 Penalty: 3844.348633
	Iteration 201Q: 3 clusters Score -1.51078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -15107806.000000 Penalty: 3844.348633
	Iteration 202Q: 3 clusters Score -1.510781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -15107799.000000 Penalty: 3844.348633
	Iteration 203Q: 3 clusters Score -1.51078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -15107802.000000 Penalty: 3844.348633
	Iteration 204Q: 3 clusters Score -1.51078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -15107785.000000 Penalty: 3844.348633
	Iteration 205Q: 3 clusters Score -1.510778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -15107798.000000 Penalty: 3844.348633
	Iteration 206Q: 3 clusters Score -1.51078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -15107803.000000 Penalty: 3844.348633
	Iteration 207Q: 3 clusters Score -1.51078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -15107802.000000 Penalty: 3844.348633
	Iteration 208Q: 3 clusters Score -1.51078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -15107789.000000 Penalty: 3844.348633
	Iteration 209Q: 3 clusters Score -1.510779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -15107780.000000 Penalty: 3844.348633
	Iteration 210Q: 3 clusters Score -1.510778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -15107778.000000 Penalty: 3844.348633
	Iteration 211Q: 3 clusters Score -1.510778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -15107785.000000 Penalty: 3844.348633
	Iteration 212Q: 3 clusters Score -1.510778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -15107784.000000 Penalty: 3844.348633
	Iteration 213Q: 3 clusters Score -1.510778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -15107768.000000 Penalty: 3844.348633
	Iteration 214Q: 3 clusters Score -1.510777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -15107769.000000 Penalty: 3844.348633
	Iteration 215Q: 3 clusters Score -1.510777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -15107774.000000 Penalty: 3844.348633
	Iteration 216Q: 3 clusters Score -1.510777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -15107773.000000 Penalty: 3844.348633
	Iteration 217Q: 3 clusters Score -1.510777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -15107790.000000 Penalty: 3844.348633
	Iteration 218Q: 3 clusters Score -1.510779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75736 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -15107773.000000 Penalty: 3844.348633
	Iteration 219Q: 3 clusters Score -1.510777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -15107767.000000 Penalty: 3844.348633
	Iteration 220F: 3 clusters Score -1.510777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -15107756.000000 Penalty: 3844.348633
	Iteration 221Q: 3 clusters Score -1.510776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -15107756.000000 Penalty: 3844.348633
	Iteration 222Q: 3 clusters Score -1.510776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -15107761.000000 Penalty: 3844.348633
	Iteration 223Q: 3 clusters Score -1.510776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -15107761.000000 Penalty: 3844.348633
	Iteration 224Q: 3 clusters Score -1.510776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -15107761.000000 Penalty: 3844.348633
	Iteration 225Q: 3 clusters Score -1.510776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -15107762.000000 Penalty: 3844.348633
	Iteration 226Q: 3 clusters Score -1.510776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -15107762.000000 Penalty: 3844.348633
	Iteration 227F: 3 clusters Score -1.510776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Entering Unmasked Estep 
Score: -1768593.000000 Penalty: 1569.077026
	Iteration 0F: 2 clusters Score -1768593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1757795.750000 Penalty: 3138.154053
	Iteration 0F: 3 clusters Score -1757796 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1761596.625000 Penalty: 3138.154053
	Iteration 1F: 3 clusters Score -1761597 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1761890.750000 Penalty: 3138.154053
	Iteration 2F: 3 clusters Score -1761891 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1762188.500000 Penalty: 3138.154053
	Iteration 3Q: 3 clusters Score -1762188 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1762475.500000 Penalty: 3138.154053
	Iteration 4Q: 3 clusters Score -1762476 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1762781.750000 Penalty: 3138.154053
	Iteration 5Q: 3 clusters Score -1762782 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1763123.250000 Penalty: 3138.154053
	Iteration 6Q: 3 clusters Score -1763123 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1763502.375000 Penalty: 3138.154053
	Iteration 7Q: 3 clusters Score -1763502 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1763910.875000 Penalty: 3138.154053
	Iteration 8Q: 3 clusters Score -1763911 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1764329.250000 Penalty: 3138.154053
	Iteration 9Q: 3 clusters Score -1764329 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1764753.750000 Penalty: 3138.154053
	Iteration 10Q: 3 clusters Score -1764754 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1765054.000000 Penalty: 3138.154053
	Iteration 11Q: 3 clusters Score -1765054 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1765280.750000 Penalty: 3138.154053
	Iteration 12Q: 3 clusters Score -1765281 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1765425.875000 Penalty: 3138.154053
	Iteration 13Q: 3 clusters Score -1765426 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1765501.750000 Penalty: 3138.154053
	Iteration 14Q: 3 clusters Score -1765502 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1765550.500000 Penalty: 3138.154053
	Iteration 15Q: 3 clusters Score -1765550 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1765582.875000 Penalty: 3138.154053
	Iteration 16Q: 3 clusters Score -1765583 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1765601.000000 Penalty: 3138.154053
	Iteration 17Q: 3 clusters Score -1765601 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1765620.125000 Penalty: 3138.154053
	Iteration 18Q: 3 clusters Score -1765620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1765640.125000 Penalty: 3138.154053
	Iteration 19Q: 3 clusters Score -1765640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1765648.750000 Penalty: 3138.154053
	Iteration 20F: 3 clusters Score -1765649 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1765652.250000 Penalty: 3138.154053
	Iteration 21Q: 3 clusters Score -1765652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1765665.250000 Penalty: 3138.154053
	Iteration 22Q: 3 clusters Score -1765665 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1765676.875000 Penalty: 3138.154053
	Iteration 23Q: 3 clusters Score -1765677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1765686.500000 Penalty: 3138.154053
	Iteration 24Q: 3 clusters Score -1765686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1765697.250000 Penalty: 3138.154053
	Iteration 25Q: 3 clusters Score -1765697 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1765698.750000 Penalty: 3138.154053
	Iteration 26Q: 3 clusters Score -1765699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1765706.250000 Penalty: 3138.154053
	Iteration 27Q: 3 clusters Score -1765706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1765713.125000 Penalty: 3138.154053
	Iteration 28Q: 3 clusters Score -1765713 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1765715.500000 Penalty: 3138.154053
	Iteration 29Q: 3 clusters Score -1765716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1765721.000000 Penalty: 3138.154053
	Iteration 30Q: 3 clusters Score -1765721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1765724.500000 Penalty: 3138.154053
	Iteration 31Q: 3 clusters Score -1765724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1765731.750000 Penalty: 3138.154053
	Iteration 32Q: 3 clusters Score -1765732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1765732.000000 Penalty: 3138.154053
	Iteration 33Q: 3 clusters Score -1765732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1765733.125000 Penalty: 3138.154053
	Iteration 34Q: 3 clusters Score -1765733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1765744.625000 Penalty: 3138.154053
	Iteration 35Q: 3 clusters Score -1765745 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1765751.125000 Penalty: 3138.154053
	Iteration 36Q: 3 clusters Score -1765751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1765758.750000 Penalty: 3138.154053
	Iteration 37Q: 3 clusters Score -1765759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1765765.000000 Penalty: 3138.154053
	Iteration 38Q: 3 clusters Score -1765765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1765769.125000 Penalty: 3138.154053
	Iteration 39Q: 3 clusters Score -1765769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1765773.375000 Penalty: 3138.154053
	Iteration 40F: 3 clusters Score -1765773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1765780.000000 Penalty: 3138.154053
	Iteration 41Q: 3 clusters Score -1765780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1765776.000000 Penalty: 3138.154053
	Iteration 42Q: 3 clusters Score -1765776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1765783.875000 Penalty: 3138.154053
	Iteration 43Q: 3 clusters Score -1765784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1765783.125000 Penalty: 3138.154053
	Iteration 44Q: 3 clusters Score -1765783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1765786.250000 Penalty: 3138.154053
	Iteration 45Q: 3 clusters Score -1765786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1765782.375000 Penalty: 3138.154053
	Iteration 46Q: 3 clusters Score -1765782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1765784.750000 Penalty: 3138.154053
	Iteration 47Q: 3 clusters Score -1765785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1765785.875000 Penalty: 3138.154053
	Iteration 48Q: 3 clusters Score -1765786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1765787.375000 Penalty: 3138.154053
	Iteration 49Q: 3 clusters Score -1765787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1765787.625000 Penalty: 3138.154053
	Iteration 50Q: 3 clusters Score -1765788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1765789.500000 Penalty: 3138.154053
	Iteration 51Q: 3 clusters Score -1765790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1765790.375000 Penalty: 3138.154053
	Iteration 52Q: 3 clusters Score -1765790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1765792.750000 Penalty: 3138.154053
	Iteration 53Q: 3 clusters Score -1765793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1765789.375000 Penalty: 3138.154053
	Iteration 54Q: 3 clusters Score -1765789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1765790.750000 Penalty: 3138.154053
	Iteration 55Q: 3 clusters Score -1765791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1765797.375000 Penalty: 3138.154053
	Iteration 56Q: 3 clusters Score -1765797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1765795.500000 Penalty: 3138.154053
	Iteration 57Q: 3 clusters Score -1765796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1765798.000000 Penalty: 3138.154053
	Iteration 58Q: 3 clusters Score -1765798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1765798.500000 Penalty: 3138.154053
	Iteration 59Q: 3 clusters Score -1765798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1765804.125000 Penalty: 3138.154053
	Iteration 60F: 3 clusters Score -1765804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1765804.250000 Penalty: 3138.154053
	Iteration 61Q: 3 clusters Score -1765804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1765805.875000 Penalty: 3138.154053
	Iteration 62Q: 3 clusters Score -1765806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1765806.375000 Penalty: 3138.154053
	Iteration 63Q: 3 clusters Score -1765806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1765806.500000 Penalty: 3138.154053
	Iteration 64Q: 3 clusters Score -1765806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1765806.875000 Penalty: 3138.154053
	Iteration 65Q: 3 clusters Score -1765807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1765804.625000 Penalty: 3138.154053
	Iteration 66Q: 3 clusters Score -1765805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1765801.250000 Penalty: 3138.154053
	Iteration 67Q: 3 clusters Score -1765801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1765802.750000 Penalty: 3138.154053
	Iteration 68Q: 3 clusters Score -1765803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1765803.750000 Penalty: 3138.154053
	Iteration 69Q: 3 clusters Score -1765804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1765804.625000 Penalty: 3138.154053
	Iteration 70Q: 3 clusters Score -1765805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1765803.000000 Penalty: 3138.154053
	Iteration 71Q: 3 clusters Score -1765803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1765802.750000 Penalty: 3138.154053
	Iteration 72Q: 3 clusters Score -1765803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1765802.500000 Penalty: 3138.154053
	Iteration 73Q: 3 clusters Score -1765802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1765803.750000 Penalty: 3138.154053
	Iteration 74Q: 3 clusters Score -1765804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1765803.750000 Penalty: 3138.154053
	Iteration 75F: 3 clusters Score -1765804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Entering Unmasked Estep 
Score: -1432817.625000 Penalty: 1539.526855
	Iteration 0F: 2 clusters Score -1432818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1423707.500000 Penalty: 3079.053711
	Iteration 0F: 3 clusters Score -1423708 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1426712.750000 Penalty: 3079.053711
	Iteration 1F: 3 clusters Score -1426713 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1426987.750000 Penalty: 3079.053711
	Iteration 2F: 3 clusters Score -1426988 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1427195.125000 Penalty: 3079.053711
	Iteration 3Q: 3 clusters Score -1427195 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1427391.250000 Penalty: 3079.053711
	Iteration 4Q: 3 clusters Score -1427391 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1427614.625000 Penalty: 3079.053711
	Iteration 5Q: 3 clusters Score -1427615 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1427888.250000 Penalty: 3079.053711
	Iteration 6Q: 3 clusters Score -1427888 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1428258.000000 Penalty: 3079.053711
	Iteration 7Q: 3 clusters Score -1428258 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1428750.375000 Penalty: 3079.053711
	Iteration 8F: 3 clusters Score -1428750 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1429356.125000 Penalty: 3079.053711
	Iteration 9F: 3 clusters Score -1429356 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1430023.125000 Penalty: 3079.053711
	Iteration 10F: 3 clusters Score -1430023 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1430647.500000 Penalty: 3079.053711
	Iteration 11Q: 3 clusters Score -1430648 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1431030.000000 Penalty: 3079.053711
	Iteration 12Q: 3 clusters Score -1431030 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1431228.625000 Penalty: 3079.053711
	Iteration 13Q: 3 clusters Score -1431229 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1431345.500000 Penalty: 3079.053711
	Iteration 14Q: 3 clusters Score -1431346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1431391.750000 Penalty: 3079.053711
	Iteration 15Q: 3 clusters Score -1431392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1431413.625000 Penalty: 3079.053711
	Iteration 16Q: 3 clusters Score -1431414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1431430.250000 Penalty: 3079.053711
	Iteration 17Q: 3 clusters Score -1431430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1431433.000000 Penalty: 3079.053711
	Iteration 18Q: 3 clusters Score -1431433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1431436.000000 Penalty: 3079.053711
	Iteration 19Q: 3 clusters Score -1431436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1431439.375000 Penalty: 3079.053711
	Iteration 20F: 3 clusters Score -1431439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1431441.375000 Penalty: 3079.053711
	Iteration 21Q: 3 clusters Score -1431441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1431442.500000 Penalty: 3079.053711
	Iteration 22Q: 3 clusters Score -1431442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1431442.500000 Penalty: 3079.053711
	Iteration 23F: 3 clusters Score -1431442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -341344.687500 Penalty: 1306.363159
	Iteration 0F: 2 clusters Score -341344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -338592.906250 Penalty: 2612.726318
	Iteration 0F: 3 clusters Score -338592.9 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -339305.968750 Penalty: 2612.726318
	Iteration 1F: 3 clusters Score -339306 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -339524.875000 Penalty: 2612.726318
	Iteration 2F: 3 clusters Score -339524.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -339750.343750 Penalty: 2612.726318
	Iteration 3F: 3 clusters Score -339750.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -339983.343750 Penalty: 2612.726318
	Iteration 4F: 3 clusters Score -339983.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -340153.062500 Penalty: 2612.726318
	Iteration 5F: 3 clusters Score -340153.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -340266.718750 Penalty: 2612.726318
	Iteration 6Q: 3 clusters Score -340266.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -340356.968750 Penalty: 2612.726318
	Iteration 7Q: 3 clusters Score -340357 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -340421.343750 Penalty: 2612.726318
	Iteration 8Q: 3 clusters Score -340421.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -340475.812500 Penalty: 2612.726318
	Iteration 9Q: 3 clusters Score -340475.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -340522.343750 Penalty: 2612.726318
	Iteration 10Q: 3 clusters Score -340522.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -340566.937500 Penalty: 2612.726318
	Iteration 11Q: 3 clusters Score -340566.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -340614.062500 Penalty: 2612.726318
	Iteration 12Q: 3 clusters Score -340614.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -340659.437500 Penalty: 2612.726318
	Iteration 13Q: 3 clusters Score -340659.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -340692.375000 Penalty: 2612.726318
	Iteration 14Q: 3 clusters Score -340692.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -340722.156250 Penalty: 2612.726318
	Iteration 15Q: 3 clusters Score -340722.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -340739.937500 Penalty: 2612.726318
	Iteration 16Q: 3 clusters Score -340739.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -340755.562500 Penalty: 2612.726318
	Iteration 17Q: 3 clusters Score -340755.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -340766.562500 Penalty: 2612.726318
	Iteration 18Q: 3 clusters Score -340766.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -340772.156250 Penalty: 2612.726318
	Iteration 19Q: 3 clusters Score -340772.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -340775.375000 Penalty: 2612.726318
	Iteration 20F: 3 clusters Score -340775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -340778.468750 Penalty: 2612.726318
	Iteration 21Q: 3 clusters Score -340778.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -340782.312500 Penalty: 2612.726318
	Iteration 22Q: 3 clusters Score -340782.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -340786.125000 Penalty: 2612.726318
	Iteration 23Q: 3 clusters Score -340786.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -340793.687500 Penalty: 2612.726318
	Iteration 24Q: 3 clusters Score -340793.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -340801.156250 Penalty: 2612.726318
	Iteration 25Q: 3 clusters Score -340801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -340813.718750 Penalty: 2612.726318
	Iteration 26Q: 3 clusters Score -340813.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -340821.250000 Penalty: 2612.726318
	Iteration 27Q: 3 clusters Score -340821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -340828.781250 Penalty: 2612.726318
	Iteration 28Q: 3 clusters Score -340828.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -340835.468750 Penalty: 2612.726318
	Iteration 29Q: 3 clusters Score -340835.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -340841.937500 Penalty: 2612.726318
	Iteration 30Q: 3 clusters Score -340841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -340845.093750 Penalty: 2612.726318
	Iteration 31Q: 3 clusters Score -340845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -340845.312500 Penalty: 2612.726318
	Iteration 32Q: 3 clusters Score -340845.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -340846.062500 Penalty: 2612.726318
	Iteration 33Q: 3 clusters Score -340846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -340848.000000 Penalty: 2612.726318
	Iteration 34Q: 3 clusters Score -340848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -340851.406250 Penalty: 2612.726318
	Iteration 35Q: 3 clusters Score -340851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -340853.812500 Penalty: 2612.726318
	Iteration 36Q: 3 clusters Score -340853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -340856.125000 Penalty: 2612.726318
	Iteration 37Q: 3 clusters Score -340856.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -340858.968750 Penalty: 2612.726318
	Iteration 38Q: 3 clusters Score -340859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -340861.781250 Penalty: 2612.726318
	Iteration 39Q: 3 clusters Score -340861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -340862.906250 Penalty: 2612.726318
	Iteration 40F: 3 clusters Score -340862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -340864.250000 Penalty: 2612.726318
	Iteration 41Q: 3 clusters Score -340864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -340866.125000 Penalty: 2612.726318
	Iteration 42Q: 3 clusters Score -340866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -340868.062500 Penalty: 2612.726318
	Iteration 43Q: 3 clusters Score -340868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -340869.281250 Penalty: 2612.726318
	Iteration 44Q: 3 clusters Score -340869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -340870.687500 Penalty: 2612.726318
	Iteration 45Q: 3 clusters Score -340870.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -340872.437500 Penalty: 2612.726318
	Iteration 46Q: 3 clusters Score -340872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -340875.718750 Penalty: 2612.726318
	Iteration 47Q: 3 clusters Score -340875.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -340877.937500 Penalty: 2612.726318
	Iteration 48Q: 3 clusters Score -340877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -340881.656250 Penalty: 2612.726318
	Iteration 49Q: 3 clusters Score -340881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -340882.531250 Penalty: 2612.726318
	Iteration 50Q: 3 clusters Score -340882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -340884.031250 Penalty: 2612.726318
	Iteration 51Q: 3 clusters Score -340884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -340884.875000 Penalty: 2612.726318
	Iteration 52Q: 3 clusters Score -340884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -340886.031250 Penalty: 2612.726318
	Iteration 53Q: 3 clusters Score -340886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -340886.687500 Penalty: 2612.726318
	Iteration 54Q: 3 clusters Score -340886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -340888.718750 Penalty: 2612.726318
	Iteration 55Q: 3 clusters Score -340888.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -340891.218750 Penalty: 2612.726318
	Iteration 56Q: 3 clusters Score -340891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -340897.906250 Penalty: 2612.726318
	Iteration 57Q: 3 clusters Score -340897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -340902.468750 Penalty: 2612.726318
	Iteration 58Q: 3 clusters Score -340902.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -340907.937500 Penalty: 2612.726318
	Iteration 59Q: 3 clusters Score -340907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -340914.625000 Penalty: 2612.726318
	Iteration 60F: 3 clusters Score -340914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -340919.437500 Penalty: 2612.726318
	Iteration 61Q: 3 clusters Score -340919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -340921.843750 Penalty: 2612.726318
	Iteration 62Q: 3 clusters Score -340921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -340924.125000 Penalty: 2612.726318
	Iteration 63Q: 3 clusters Score -340924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -340927.250000 Penalty: 2612.726318
	Iteration 64Q: 3 clusters Score -340927.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -340933.187500 Penalty: 2612.726318
	Iteration 65Q: 3 clusters Score -340933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -340934.656250 Penalty: 2612.726318
	Iteration 66Q: 3 clusters Score -340934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -340937.500000 Penalty: 2612.726318
	Iteration 67Q: 3 clusters Score -340937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -340942.500000 Penalty: 2612.726318
	Iteration 68Q: 3 clusters Score -340942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -340944.593750 Penalty: 2612.726318
	Iteration 69Q: 3 clusters Score -340944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -340945.437500 Penalty: 2612.726318
	Iteration 70Q: 3 clusters Score -340945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -340945.968750 Penalty: 2612.726318
	Iteration 71Q: 3 clusters Score -340946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -340947.250000 Penalty: 2612.726318
	Iteration 72Q: 3 clusters Score -340947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -340948.843750 Penalty: 2612.726318
	Iteration 73Q: 3 clusters Score -340948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -340949.062500 Penalty: 2612.726318
	Iteration 74Q: 3 clusters Score -340949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -340949.625000 Penalty: 2612.726318
	Iteration 75Q: 3 clusters Score -340949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -340949.625000 Penalty: 2612.726318
	Iteration 76F: 3 clusters Score -340949.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -205105.375000 Penalty: 1227.409058
	Iteration 0F: 2 clusters Score -205105.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -203079.796875 Penalty: 2454.818115
	Iteration 0F: 3 clusters Score -203079.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -203531.718750 Penalty: 2454.818115
	Iteration 1F: 3 clusters Score -203531.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -203639.031250 Penalty: 2454.818115
	Iteration 2F: 3 clusters Score -203639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -203686.593750 Penalty: 2454.818115
	Iteration 3Q: 3 clusters Score -203686.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -203729.968750 Penalty: 2454.818115
	Iteration 4Q: 3 clusters Score -203730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -203799.890625 Penalty: 2454.818115
	Iteration 5Q: 3 clusters Score -203799.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -203880.500000 Penalty: 2454.818115
	Iteration 6Q: 3 clusters Score -203880.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -204005.437500 Penalty: 2454.818115
	Iteration 7Q: 3 clusters Score -204005.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -204098.328125 Penalty: 2454.818115
	Iteration 8Q: 3 clusters Score -204098.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -204203.906250 Penalty: 2454.818115
	Iteration 9F: 3 clusters Score -204203.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -204310.390625 Penalty: 2454.818115
	Iteration 10Q: 3 clusters Score -204310.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -204419.437500 Penalty: 2454.818115
	Iteration 11Q: 3 clusters Score -204419.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -204509.265625 Penalty: 2454.818115
	Iteration 12Q: 3 clusters Score -204509.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -204571.125000 Penalty: 2454.818115
	Iteration 13Q: 3 clusters Score -204571.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -204617.281250 Penalty: 2454.818115
	Iteration 14Q: 3 clusters Score -204617.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -204665.421875 Penalty: 2454.818115
	Iteration 15Q: 3 clusters Score -204665.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -204699.781250 Penalty: 2454.818115
	Iteration 16Q: 3 clusters Score -204699.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -204726.203125 Penalty: 2454.818115
	Iteration 17Q: 3 clusters Score -204726.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -204739.390625 Penalty: 2454.818115
	Iteration 18Q: 3 clusters Score -204739.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -204747.812500 Penalty: 2454.818115
	Iteration 19Q: 3 clusters Score -204747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -204751.375000 Penalty: 2454.818115
	Iteration 20F: 3 clusters Score -204751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -204752.093750 Penalty: 2454.818115
	Iteration 21Q: 3 clusters Score -204752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -204752.718750 Penalty: 2454.818115
	Iteration 22Q: 3 clusters Score -204752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -204754.296875 Penalty: 2454.818115
	Iteration 23Q: 3 clusters Score -204754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -204756.593750 Penalty: 2454.818115
	Iteration 24Q: 3 clusters Score -204756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -204757.343750 Penalty: 2454.818115
	Iteration 25Q: 3 clusters Score -204757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -204757.343750 Penalty: 2454.818115
	Iteration 26F: 3 clusters Score -204757.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Entering Unmasked Estep 
Score: -922144.250000 Penalty: 1474.479126
	Iteration 0F: 2 clusters Score -922144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -915879.375000 Penalty: 2948.958252
	Iteration 0F: 3 clusters Score -915879.4 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -918006.625000 Penalty: 2948.958252
	Iteration 1F: 3 clusters Score -918006.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -918531.187500 Penalty: 2948.958252
	Iteration 2F: 3 clusters Score -918531.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -919214.500000 Penalty: 2948.958252
	Iteration 3F: 3 clusters Score -919214.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -919884.562500 Penalty: 2948.958252
	Iteration 4F: 3 clusters Score -919884.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -920410.187500 Penalty: 2948.958252
	Iteration 5F: 3 clusters Score -920410.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -920731.687500 Penalty: 2948.958252
	Iteration 6F: 3 clusters Score -920731.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -920909.937500 Penalty: 2948.958252
	Iteration 7Q: 3 clusters Score -920909.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -921037.500000 Penalty: 2948.958252
	Iteration 8Q: 3 clusters Score -921037.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -921126.187500 Penalty: 2948.958252
	Iteration 9Q: 3 clusters Score -921126.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -921174.687500 Penalty: 2948.958252
	Iteration 10Q: 3 clusters Score -921174.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -921208.625000 Penalty: 2948.958252
	Iteration 11Q: 3 clusters Score -921208.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -921230.937500 Penalty: 2948.958252
	Iteration 12Q: 3 clusters Score -921230.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -921250.250000 Penalty: 2948.958252
	Iteration 13Q: 3 clusters Score -921250.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -921265.125000 Penalty: 2948.958252
	Iteration 14Q: 3 clusters Score -921265.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -921274.562500 Penalty: 2948.958252
	Iteration 15Q: 3 clusters Score -921274.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -921281.312500 Penalty: 2948.958252
	Iteration 16Q: 3 clusters Score -921281.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -921290.000000 Penalty: 2948.958252
	Iteration 17Q: 3 clusters Score -921290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -921302.437500 Penalty: 2948.958252
	Iteration 18Q: 3 clusters Score -921302.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -921309.687500 Penalty: 2948.958252
	Iteration 19Q: 3 clusters Score -921309.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -921313.437500 Penalty: 2948.958252
	Iteration 20F: 3 clusters Score -921313.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -921317.625000 Penalty: 2948.958252
	Iteration 21Q: 3 clusters Score -921317.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -921322.875000 Penalty: 2948.958252
	Iteration 22Q: 3 clusters Score -921322.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -921322.875000 Penalty: 2948.958252
	Iteration 23Q: 3 clusters Score -921322.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -921329.937500 Penalty: 2948.958252
	Iteration 24Q: 3 clusters Score -921329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -921330.312500 Penalty: 2948.958252
	Iteration 25Q: 3 clusters Score -921330.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -921329.437500 Penalty: 2948.958252
	Iteration 26Q: 3 clusters Score -921329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -921331.062500 Penalty: 2948.958252
	Iteration 27Q: 3 clusters Score -921331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -921332.687500 Penalty: 2948.958252
	Iteration 28Q: 3 clusters Score -921332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -921331.812500 Penalty: 2948.958252
	Iteration 29Q: 3 clusters Score -921331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -921332.437500 Penalty: 2948.958252
	Iteration 30Q: 3 clusters Score -921332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -921332.437500 Penalty: 2948.958252
	Iteration 31F: 3 clusters Score -921332.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Entering Unmasked Estep 
Score: -957117.500000 Penalty: 1477.176636
	Iteration 0F: 2 clusters Score -957117.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -950674.562500 Penalty: 2954.353271
	Iteration 0F: 3 clusters Score -950674.6 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -952702.437500 Penalty: 2954.353271
	Iteration 1F: 3 clusters Score -952702.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -953161.062500 Penalty: 2954.353271
	Iteration 2F: 3 clusters Score -953161.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -953802.750000 Penalty: 2954.353271
	Iteration 3F: 3 clusters Score -953802.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -954533.062500 Penalty: 2954.353271
	Iteration 4F: 3 clusters Score -954533.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -955138.437500 Penalty: 2954.353271
	Iteration 5F: 3 clusters Score -955138.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -955630.312500 Penalty: 2954.353271
	Iteration 6F: 3 clusters Score -955630.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -956001.375000 Penalty: 2954.353271
	Iteration 7F: 3 clusters Score -956001.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -956247.000000 Penalty: 2954.353271
	Iteration 8Q: 3 clusters Score -956247 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -956402.937500 Penalty: 2954.353271
	Iteration 9Q: 3 clusters Score -956402.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -956517.250000 Penalty: 2954.353271
	Iteration 10Q: 3 clusters Score -956517.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -956606.937500 Penalty: 2954.353271
	Iteration 11Q: 3 clusters Score -956606.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -956668.687500 Penalty: 2954.353271
	Iteration 12Q: 3 clusters Score -956668.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -956720.625000 Penalty: 2954.353271
	Iteration 13Q: 3 clusters Score -956720.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -956760.187500 Penalty: 2954.353271
	Iteration 14Q: 3 clusters Score -956760.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -956797.562500 Penalty: 2954.353271
	Iteration 15Q: 3 clusters Score -956797.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -956823.000000 Penalty: 2954.353271
	Iteration 16Q: 3 clusters Score -956823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -956846.625000 Penalty: 2954.353271
	Iteration 17Q: 3 clusters Score -956846.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -956870.312500 Penalty: 2954.353271
	Iteration 18Q: 3 clusters Score -956870.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -956889.625000 Penalty: 2954.353271
	Iteration 19Q: 3 clusters Score -956889.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -956909.625000 Penalty: 2954.353271
	Iteration 20F: 3 clusters Score -956909.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -956938.687500 Penalty: 2954.353271
	Iteration 21Q: 3 clusters Score -956938.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -956967.625000 Penalty: 2954.353271
	Iteration 22Q: 3 clusters Score -956967.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -956982.562500 Penalty: 2954.353271
	Iteration 23Q: 3 clusters Score -956982.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -956997.937500 Penalty: 2954.353271
	Iteration 24Q: 3 clusters Score -956997.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -957006.437500 Penalty: 2954.353271
	Iteration 25Q: 3 clusters Score -957006.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -957018.000000 Penalty: 2954.353271
	Iteration 26Q: 3 clusters Score -957018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -957025.500000 Penalty: 2954.353271
	Iteration 27Q: 3 clusters Score -957025.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -957026.000000 Penalty: 2954.353271
	Iteration 28Q: 3 clusters Score -957026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -957029.062500 Penalty: 2954.353271
	Iteration 29Q: 3 clusters Score -957029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -957029.687500 Penalty: 2954.353271
	Iteration 30Q: 3 clusters Score -957029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -957029.187500 Penalty: 2954.353271
	Iteration 31Q: 3 clusters Score -957029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -957029.187500 Penalty: 2954.353271
	Iteration 32F: 3 clusters Score -957029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -1055440.750000 Penalty: 1490.334229
	Iteration 0F: 2 clusters Score -1055441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1048525.000000 Penalty: 2980.668457
	Iteration 0F: 3 clusters Score -1048525 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1050833.875000 Penalty: 2980.668457
	Iteration 1F: 3 clusters Score -1050834 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1051072.750000 Penalty: 2980.668457
	Iteration 2F: 3 clusters Score -1051073 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1051263.750000 Penalty: 2980.668457
	Iteration 3Q: 3 clusters Score -1051264 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1051431.875000 Penalty: 2980.668457
	Iteration 4Q: 3 clusters Score -1051432 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1051586.375000 Penalty: 2980.668457
	Iteration 5Q: 3 clusters Score -1051586 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1051755.000000 Penalty: 2980.668457
	Iteration 6Q: 3 clusters Score -1051755 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1051941.875000 Penalty: 2980.668457
	Iteration 7Q: 3 clusters Score -1051942 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1052133.125000 Penalty: 2980.668457
	Iteration 8Q: 3 clusters Score -1052133 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1052364.625000 Penalty: 2980.668457
	Iteration 9Q: 3 clusters Score -1052365 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1052628.250000 Penalty: 2980.668457
	Iteration 10Q: 3 clusters Score -1052628 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1052891.500000 Penalty: 2980.668457
	Iteration 11Q: 3 clusters Score -1052892 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1053110.875000 Penalty: 2980.668457
	Iteration 12Q: 3 clusters Score -1053111 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1053304.000000 Penalty: 2980.668457
	Iteration 13Q: 3 clusters Score -1053304 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1053493.750000 Penalty: 2980.668457
	Iteration 14Q: 3 clusters Score -1053494 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1053659.500000 Penalty: 2980.668457
	Iteration 15Q: 3 clusters Score -1053660 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1053798.250000 Penalty: 2980.668457
	Iteration 16Q: 3 clusters Score -1053798 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1053898.500000 Penalty: 2980.668457
	Iteration 17Q: 3 clusters Score -1053898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1053944.875000 Penalty: 2980.668457
	Iteration 18Q: 3 clusters Score -1053945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1053983.125000 Penalty: 2980.668457
	Iteration 19Q: 3 clusters Score -1053983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1054020.375000 Penalty: 2980.668457
	Iteration 20F: 3 clusters Score -1054020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1054043.000000 Penalty: 2980.668457
	Iteration 21Q: 3 clusters Score -1054043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1054055.875000 Penalty: 2980.668457
	Iteration 22Q: 3 clusters Score -1054056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1054065.750000 Penalty: 2980.668457
	Iteration 23Q: 3 clusters Score -1054066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1054073.375000 Penalty: 2980.668457
	Iteration 24Q: 3 clusters Score -1054073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1054082.625000 Penalty: 2980.668457
	Iteration 25Q: 3 clusters Score -1054083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1054091.625000 Penalty: 2980.668457
	Iteration 26Q: 3 clusters Score -1054092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1054099.625000 Penalty: 2980.668457
	Iteration 27Q: 3 clusters Score -1054100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1054107.750000 Penalty: 2980.668457
	Iteration 28Q: 3 clusters Score -1054108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1054115.750000 Penalty: 2980.668457
	Iteration 29Q: 3 clusters Score -1054116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1054122.625000 Penalty: 2980.668457
	Iteration 30Q: 3 clusters Score -1054123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1054129.125000 Penalty: 2980.668457
	Iteration 31Q: 3 clusters Score -1054129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1054134.500000 Penalty: 2980.668457
	Iteration 32Q: 3 clusters Score -1054134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1054144.250000 Penalty: 2980.668457
	Iteration 33Q: 3 clusters Score -1054144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1054151.500000 Penalty: 2980.668457
	Iteration 34Q: 3 clusters Score -1054152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1054155.000000 Penalty: 2980.668457
	Iteration 35Q: 3 clusters Score -1054155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1054155.125000 Penalty: 2980.668457
	Iteration 36Q: 3 clusters Score -1054155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1054156.750000 Penalty: 2980.668457
	Iteration 37Q: 3 clusters Score -1054157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1054157.125000 Penalty: 2980.668457
	Iteration 38Q: 3 clusters Score -1054157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1054162.000000 Penalty: 2980.668457
	Iteration 39Q: 3 clusters Score -1054162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1054165.125000 Penalty: 2980.668457
	Iteration 40F: 3 clusters Score -1054165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1054167.375000 Penalty: 2980.668457
	Iteration 41Q: 3 clusters Score -1054167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1054169.125000 Penalty: 2980.668457
	Iteration 42Q: 3 clusters Score -1054169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1054170.125000 Penalty: 2980.668457
	Iteration 43Q: 3 clusters Score -1054170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1054172.875000 Penalty: 2980.668457
	Iteration 44Q: 3 clusters Score -1054173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1054174.625000 Penalty: 2980.668457
	Iteration 45Q: 3 clusters Score -1054175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1054179.250000 Penalty: 2980.668457
	Iteration 46Q: 3 clusters Score -1054179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1054180.250000 Penalty: 2980.668457
	Iteration 47Q: 3 clusters Score -1054180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1054181.625000 Penalty: 2980.668457
	Iteration 48Q: 3 clusters Score -1054182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1054182.750000 Penalty: 2980.668457
	Iteration 49Q: 3 clusters Score -1054183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1054182.750000 Penalty: 2980.668457
	Iteration 50Q: 3 clusters Score -1054183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1054183.625000 Penalty: 2980.668457
	Iteration 51Q: 3 clusters Score -1054184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1054183.625000 Penalty: 2980.668457
	Iteration 52F: 3 clusters Score -1054184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Entering Unmasked Estep 
Score: -1957458.500000 Penalty: 1587.998047
	Iteration 0F: 2 clusters Score -1957458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1945379.250000 Penalty: 3175.996094
	Iteration 0F: 3 clusters Score -1945379 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1949637.375000 Penalty: 3175.996094
	Iteration 1F: 3 clusters Score -1949637 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1949972.750000 Penalty: 3175.996094
	Iteration 2Q: 3 clusters Score -1949973 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1950327.250000 Penalty: 3175.996094
	Iteration 3Q: 3 clusters Score -1950327 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1950923.500000 Penalty: 3175.996094
	Iteration 4Q: 3 clusters Score -1950924 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1951878.375000 Penalty: 3175.996094
	Iteration 5F: 3 clusters Score -1951878 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1953088.000000 Penalty: 3175.996094
	Iteration 6F: 3 clusters Score -1953088 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1954281.625000 Penalty: 3175.996094
	Iteration 7F: 3 clusters Score -1954282 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1955405.250000 Penalty: 3175.996094
	Iteration 8F: 3 clusters Score -1955405 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1956452.000000 Penalty: 3175.996094
	Iteration 9F: 3 clusters Score -1956452 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1957326.375000 Penalty: 3175.996094
	Iteration 10Q: 3 clusters Score -1957326 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1957906.750000 Penalty: 3175.996094
	Iteration 11Q: 3 clusters Score -1957907 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1958368.750000 Penalty: 3175.996094
	Iteration 12Q: 3 clusters Score -1958369 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1958698.500000 Penalty: 3175.996094
	Iteration 13Q: 3 clusters Score -1958698 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1958878.500000 Penalty: 3175.996094
	Iteration 14Q: 3 clusters Score -1958878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1958962.250000 Penalty: 3175.996094
	Iteration 15Q: 3 clusters Score -1958962 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1958991.250000 Penalty: 3175.996094
	Iteration 16Q: 3 clusters Score -1958991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1959008.250000 Penalty: 3175.996094
	Iteration 17Q: 3 clusters Score -1959008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1959021.125000 Penalty: 3175.996094
	Iteration 18Q: 3 clusters Score -1959021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1959021.125000 Penalty: 3175.996094
	Iteration 19Q: 3 clusters Score -1959021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1959024.500000 Penalty: 3175.996094
	Iteration 20F: 3 clusters Score -1959024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1959029.250000 Penalty: 3175.996094
	Iteration 21Q: 3 clusters Score -1959029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1959026.750000 Penalty: 3175.996094
	Iteration 22Q: 3 clusters Score -1959027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1959029.250000 Penalty: 3175.996094
	Iteration 23Q: 3 clusters Score -1959029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1959029.250000 Penalty: 3175.996094
	Iteration 24Q: 3 clusters Score -1959029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1959030.250000 Penalty: 3175.996094
	Iteration 25Q: 3 clusters Score -1959030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1959031.500000 Penalty: 3175.996094
	Iteration 26Q: 3 clusters Score -1959032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1959029.875000 Penalty: 3175.996094
	Iteration 27Q: 3 clusters Score -1959030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1959028.875000 Penalty: 3175.996094
	Iteration 28Q: 3 clusters Score -1959029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1959030.875000 Penalty: 3175.996094
	Iteration 29Q: 3 clusters Score -1959031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1959030.875000 Penalty: 3175.996094
	Iteration 30F: 3 clusters Score -1959031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 11089 members 
Mstep: Class 5 contains 137141 members 
Mstep: Class 6 contains 15613 members 
Mstep: Class 8 contains 13017 members 
Mstep: Class 9 contains 3100 members 
Mstep: Class 10 contains 1907 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 15 contains 9617 members 
Mstep: Class 16 contains 14731 members 
Mstep: Class 17 contains 92417 members 
Mstep: Class 18 contains 20699 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 18819 members 
Mstep: Class 21 contains 4556 members 
Mstep: Class 22 contains 4255 members 
Entering Unmasked Estep 
Score: -41662792.000000 Penalty: 39716.023438
Splitting cluster 16 changes total score from -41664556.000000 to -41662792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (92417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Entering Unmasked Estep 
Score: -10217365.000000 Penalty: 1858.035645
	Iteration 0F: 2 clusters Score -1.021736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -10155991.000000 Penalty: 3716.071289
	Iteration 0F: 3 clusters Score -1.015599e+07 nChanged 44031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -10183461.000000 Penalty: 3716.071289
	Iteration 1F: 3 clusters Score -1.018346e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -10186831.000000 Penalty: 3716.071289
	Iteration 2F: 3 clusters Score -1.018683e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -10192049.000000 Penalty: 3716.071289
	Iteration 3F: 3 clusters Score -1.019205e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -10198640.000000 Penalty: 3716.071289
	Iteration 4F: 3 clusters Score -1.019864e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -10204110.000000 Penalty: 3716.071289
	Iteration 5F: 3 clusters Score -1.020411e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -10207399.000000 Penalty: 3716.071289
	Iteration 6F: 3 clusters Score -1.02074e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -10209322.000000 Penalty: 3716.071289
	Iteration 7Q: 3 clusters Score -1.020932e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -10210354.000000 Penalty: 3716.071289
	Iteration 8Q: 3 clusters Score -1.021035e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -10211126.000000 Penalty: 3716.071289
	Iteration 9Q: 3 clusters Score -1.021113e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -10211681.000000 Penalty: 3716.071289
	Iteration 10Q: 3 clusters Score -1.021168e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -10211998.000000 Penalty: 3716.071289
	Iteration 11Q: 3 clusters Score -1.0212e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -10212229.000000 Penalty: 3716.071289
	Iteration 12Q: 3 clusters Score -1.021223e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -10212402.000000 Penalty: 3716.071289
	Iteration 13Q: 3 clusters Score -1.02124e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -10212443.000000 Penalty: 3716.071289
	Iteration 14Q: 3 clusters Score -1.021244e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -10212528.000000 Penalty: 3716.071289
	Iteration 15Q: 3 clusters Score -1.021253e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -10212579.000000 Penalty: 3716.071289
	Iteration 16Q: 3 clusters Score -1.021258e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -10212620.000000 Penalty: 3716.071289
	Iteration 17Q: 3 clusters Score -1.021262e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -10212652.000000 Penalty: 3716.071289
	Iteration 18Q: 3 clusters Score -1.021265e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -10212649.000000 Penalty: 3716.071289
	Iteration 19Q: 3 clusters Score -1.021265e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -10212701.000000 Penalty: 3716.071289
	Iteration 20F: 3 clusters Score -1.02127e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -10212755.000000 Penalty: 3716.071289
	Iteration 21Q: 3 clusters Score -1.021276e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -10212775.000000 Penalty: 3716.071289
	Iteration 22Q: 3 clusters Score -1.021278e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -10212760.000000 Penalty: 3716.071289
	Iteration 23Q: 3 clusters Score -1.021276e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -10212782.000000 Penalty: 3716.071289
	Iteration 24Q: 3 clusters Score -1.021278e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -10212763.000000 Penalty: 3716.071289
	Iteration 25Q: 3 clusters Score -1.021276e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -10212803.000000 Penalty: 3716.071289
	Iteration 26Q: 3 clusters Score -1.02128e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -10212800.000000 Penalty: 3716.071289
	Iteration 27Q: 3 clusters Score -1.02128e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -10212783.000000 Penalty: 3716.071289
	Iteration 28Q: 3 clusters Score -1.021278e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -10212830.000000 Penalty: 3716.071289
	Iteration 29Q: 3 clusters Score -1.021283e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -10212860.000000 Penalty: 3716.071289
	Iteration 30Q: 3 clusters Score -1.021286e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -10212895.000000 Penalty: 3716.071289
	Iteration 31Q: 3 clusters Score -1.02129e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -10212889.000000 Penalty: 3716.071289
	Iteration 32Q: 3 clusters Score -1.021289e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -10212908.000000 Penalty: 3716.071289
	Iteration 33Q: 3 clusters Score -1.021291e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -10212893.000000 Penalty: 3716.071289
	Iteration 34Q: 3 clusters Score -1.021289e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -10212922.000000 Penalty: 3716.071289
	Iteration 35Q: 3 clusters Score -1.021292e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -10212935.000000 Penalty: 3716.071289
	Iteration 36Q: 3 clusters Score -1.021294e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -10212943.000000 Penalty: 3716.071289
	Iteration 37Q: 3 clusters Score -1.021294e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -10212929.000000 Penalty: 3716.071289
	Iteration 38Q: 3 clusters Score -1.021293e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -10212939.000000 Penalty: 3716.071289
	Iteration 39Q: 3 clusters Score -1.021294e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -10212985.000000 Penalty: 3716.071289
	Iteration 40F: 3 clusters Score -1.021298e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -10213043.000000 Penalty: 3716.071289
	Iteration 41Q: 3 clusters Score -1.021304e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -10213048.000000 Penalty: 3716.071289
	Iteration 42Q: 3 clusters Score -1.021305e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
Score: -10213087.000000 Penalty: 3716.071289
	Iteration 43Q: 3 clusters Score -1.021309e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -10213086.000000 Penalty: 3716.071289
	Iteration 44Q: 3 clusters Score -1.021309e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -10213121.000000 Penalty: 3716.071289
	Iteration 45Q: 3 clusters Score -1.021312e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -10213195.000000 Penalty: 3716.071289
	Iteration 46Q: 3 clusters Score -1.02132e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -10213242.000000 Penalty: 3716.071289
	Iteration 47Q: 3 clusters Score -1.021324e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -10213272.000000 Penalty: 3716.071289
	Iteration 48Q: 3 clusters Score -1.021327e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -10213271.000000 Penalty: 3716.071289
	Iteration 49Q: 3 clusters Score -1.021327e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -10213308.000000 Penalty: 3716.071289
	Iteration 50Q: 3 clusters Score -1.021331e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -10213376.000000 Penalty: 3716.071289
	Iteration 51Q: 3 clusters Score -1.021338e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -10213426.000000 Penalty: 3716.071289
	Iteration 52Q: 3 clusters Score -1.021343e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -10213483.000000 Penalty: 3716.071289
	Iteration 53Q: 3 clusters Score -1.021348e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -10213487.000000 Penalty: 3716.071289
	Iteration 54Q: 3 clusters Score -1.021349e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -10213598.000000 Penalty: 3716.071289
	Iteration 55Q: 3 clusters Score -1.02136e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -10213672.000000 Penalty: 3716.071289
	Iteration 56Q: 3 clusters Score -1.021367e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -10213750.000000 Penalty: 3716.071289
	Iteration 57Q: 3 clusters Score -1.021375e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -10213818.000000 Penalty: 3716.071289
	Iteration 58Q: 3 clusters Score -1.021382e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -10213882.000000 Penalty: 3716.071289
	Iteration 59Q: 3 clusters Score -1.021388e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -10213990.000000 Penalty: 3716.071289
	Iteration 60F: 3 clusters Score -1.021399e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -10214139.000000 Penalty: 3716.071289
	Iteration 61Q: 3 clusters Score -1.021414e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -10214229.000000 Penalty: 3716.071289
	Iteration 62Q: 3 clusters Score -1.021423e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -10214333.000000 Penalty: 3716.071289
	Iteration 63Q: 3 clusters Score -1.021433e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -10214414.000000 Penalty: 3716.071289
	Iteration 64Q: 3 clusters Score -1.021441e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -10214490.000000 Penalty: 3716.071289
	Iteration 65Q: 3 clusters Score -1.021449e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 78058 members 
Entering Unmasked Estep 
Score: -10214543.000000 Penalty: 3716.071289
	Iteration 66Q: 3 clusters Score -1.021454e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -10214548.000000 Penalty: 3716.071289
	Iteration 67Q: 3 clusters Score -1.021455e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -10214608.000000 Penalty: 3716.071289
	Iteration 68Q: 3 clusters Score -1.021461e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -10214684.000000 Penalty: 3716.071289
	Iteration 69Q: 3 clusters Score -1.021468e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -10214806.000000 Penalty: 3716.071289
	Iteration 70Q: 3 clusters Score -1.021481e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -10214869.000000 Penalty: 3716.071289
	Iteration 71Q: 3 clusters Score -1.021487e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10214997.000000 Penalty: 3716.071289
	Iteration 72Q: 3 clusters Score -1.0215e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -10215119.000000 Penalty: 3716.071289
	Iteration 73Q: 3 clusters Score -1.021512e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -10215179.000000 Penalty: 3716.071289
	Iteration 74Q: 3 clusters Score -1.021518e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -10215264.000000 Penalty: 3716.071289
	Iteration 75Q: 3 clusters Score -1.021526e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
Score: -10215308.000000 Penalty: 3716.071289
	Iteration 76Q: 3 clusters Score -1.021531e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -10215388.000000 Penalty: 3716.071289
	Iteration 77Q: 3 clusters Score -1.021539e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -10215463.000000 Penalty: 3716.071289
	Iteration 78Q: 3 clusters Score -1.021546e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -10215545.000000 Penalty: 3716.071289
	Iteration 79Q: 3 clusters Score -1.021554e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -10215591.000000 Penalty: 3716.071289
	Iteration 80F: 3 clusters Score -1.021559e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -10215649.000000 Penalty: 3716.071289
	Iteration 81Q: 3 clusters Score -1.021565e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
Score: -10215696.000000 Penalty: 3716.071289
	Iteration 82Q: 3 clusters Score -1.02157e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 85005 members 
Entering Unmasked Estep 
Score: -10215782.000000 Penalty: 3716.071289
	Iteration 83Q: 3 clusters Score -1.021578e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -10215799.000000 Penalty: 3716.071289
	Iteration 84Q: 3 clusters Score -1.02158e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -10215824.000000 Penalty: 3716.071289
	Iteration 85Q: 3 clusters Score -1.021582e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -10215858.000000 Penalty: 3716.071289
	Iteration 86Q: 3 clusters Score -1.021586e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -10215878.000000 Penalty: 3716.071289
	Iteration 87Q: 3 clusters Score -1.021588e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -10215910.000000 Penalty: 3716.071289
	Iteration 88Q: 3 clusters Score -1.021591e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -10215930.000000 Penalty: 3716.071289
	Iteration 89Q: 3 clusters Score -1.021593e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -10215956.000000 Penalty: 3716.071289
	Iteration 90Q: 3 clusters Score -1.021596e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -10215977.000000 Penalty: 3716.071289
	Iteration 91Q: 3 clusters Score -1.021598e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -10216016.000000 Penalty: 3716.071289
	Iteration 92Q: 3 clusters Score -1.021602e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -10216033.000000 Penalty: 3716.071289
	Iteration 93Q: 3 clusters Score -1.021603e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -10216064.000000 Penalty: 3716.071289
	Iteration 94Q: 3 clusters Score -1.021606e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 87212 members 
Entering Unmasked Estep 
Score: -10216089.000000 Penalty: 3716.071289
	Iteration 95Q: 3 clusters Score -1.021609e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 87325 members 
Entering Unmasked Estep 
Score: -10216111.000000 Penalty: 3716.071289
	Iteration 96Q: 3 clusters Score -1.021611e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -10216121.000000 Penalty: 3716.071289
	Iteration 97Q: 3 clusters Score -1.021612e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -10216136.000000 Penalty: 3716.071289
	Iteration 98Q: 3 clusters Score -1.021614e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -10216125.000000 Penalty: 3716.071289
	Iteration 99Q: 3 clusters Score -1.021612e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -10216154.000000 Penalty: 3716.071289
	Iteration 100F: 3 clusters Score -1.021615e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -10216159.000000 Penalty: 3716.071289
	Iteration 101Q: 3 clusters Score -1.021616e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 88002 members 
Entering Unmasked Estep 
Score: -10216186.000000 Penalty: 3716.071289
	Iteration 102Q: 3 clusters Score -1.021619e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -10216182.000000 Penalty: 3716.071289
	Iteration 103Q: 3 clusters Score -1.021618e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 88195 members 
Entering Unmasked Estep 
Score: -10216200.000000 Penalty: 3716.071289
	Iteration 104Q: 3 clusters Score -1.02162e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -10216209.000000 Penalty: 3716.071289
	Iteration 105Q: 3 clusters Score -1.021621e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -10216221.000000 Penalty: 3716.071289
	Iteration 106Q: 3 clusters Score -1.021622e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -10216223.000000 Penalty: 3716.071289
	Iteration 107Q: 3 clusters Score -1.021622e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -10216250.000000 Penalty: 3716.071289
	Iteration 108Q: 3 clusters Score -1.021625e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -10216226.000000 Penalty: 3716.071289
	Iteration 109Q: 3 clusters Score -1.021623e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -10216232.000000 Penalty: 3716.071289
	Iteration 110Q: 3 clusters Score -1.021623e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 88795 members 
Entering Unmasked Estep 
Score: -10216220.000000 Penalty: 3716.071289
	Iteration 111Q: 3 clusters Score -1.021622e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -10216228.000000 Penalty: 3716.071289
	Iteration 112Q: 3 clusters Score -1.021623e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -10216223.000000 Penalty: 3716.071289
	Iteration 113Q: 3 clusters Score -1.021622e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -10216248.000000 Penalty: 3716.071289
	Iteration 114Q: 3 clusters Score -1.021625e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 89010 members 
Entering Unmasked Estep 
Score: -10216243.000000 Penalty: 3716.071289
	Iteration 115Q: 3 clusters Score -1.021624e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -10216229.000000 Penalty: 3716.071289
	Iteration 116Q: 3 clusters Score -1.021623e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 89108 members 
Entering Unmasked Estep 
Score: -10216240.000000 Penalty: 3716.071289
	Iteration 117Q: 3 clusters Score -1.021624e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -10216251.000000 Penalty: 3716.071289
	Iteration 118Q: 3 clusters Score -1.021625e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 89197 members 
Entering Unmasked Estep 
Score: -10216240.000000 Penalty: 3716.071289
	Iteration 119Q: 3 clusters Score -1.021624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -10216232.000000 Penalty: 3716.071289
	Iteration 120F: 3 clusters Score -1.021623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -10216232.000000 Penalty: 3716.071289
	Iteration 121Q: 3 clusters Score -1.021623e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -10216241.000000 Penalty: 3716.071289
	Iteration 122Q: 3 clusters Score -1.021624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -10216230.000000 Penalty: 3716.071289
	Iteration 123Q: 3 clusters Score -1.021623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -10216238.000000 Penalty: 3716.071289
	Iteration 124Q: 3 clusters Score -1.021624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -10216244.000000 Penalty: 3716.071289
	Iteration 125Q: 3 clusters Score -1.021624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -10216236.000000 Penalty: 3716.071289
	Iteration 126Q: 3 clusters Score -1.021624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -10216240.000000 Penalty: 3716.071289
	Iteration 127Q: 3 clusters Score -1.021624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -10216257.000000 Penalty: 3716.071289
	Iteration 128Q: 3 clusters Score -1.021626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -10216268.000000 Penalty: 3716.071289
	Iteration 129Q: 3 clusters Score -1.021627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -10216275.000000 Penalty: 3716.071289
	Iteration 130Q: 3 clusters Score -1.021628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -10216260.000000 Penalty: 3716.071289
	Iteration 131Q: 3 clusters Score -1.021626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -10216271.000000 Penalty: 3716.071289
	Iteration 132Q: 3 clusters Score -1.021627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -10216280.000000 Penalty: 3716.071289
	Iteration 133Q: 3 clusters Score -1.021628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -10216296.000000 Penalty: 3716.071289
	Iteration 134Q: 3 clusters Score -1.02163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -10216297.000000 Penalty: 3716.071289
	Iteration 135Q: 3 clusters Score -1.02163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -10216298.000000 Penalty: 3716.071289
	Iteration 136Q: 3 clusters Score -1.02163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -10216304.000000 Penalty: 3716.071289
	Iteration 137Q: 3 clusters Score -1.02163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -10216312.000000 Penalty: 3716.071289
	Iteration 138Q: 3 clusters Score -1.021631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -10216303.000000 Penalty: 3716.071289
	Iteration 139Q: 3 clusters Score -1.02163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -10216309.000000 Penalty: 3716.071289
	Iteration 140F: 3 clusters Score -1.021631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -10216319.000000 Penalty: 3716.071289
	Iteration 141Q: 3 clusters Score -1.021632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -10216309.000000 Penalty: 3716.071289
	Iteration 142Q: 3 clusters Score -1.021631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -10216298.000000 Penalty: 3716.071289
	Iteration 143Q: 3 clusters Score -1.02163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -10216311.000000 Penalty: 3716.071289
	Iteration 144Q: 3 clusters Score -1.021631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -10216312.000000 Penalty: 3716.071289
	Iteration 145Q: 3 clusters Score -1.021631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -10216321.000000 Penalty: 3716.071289
	Iteration 146Q: 3 clusters Score -1.021632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -10216311.000000 Penalty: 3716.071289
	Iteration 147Q: 3 clusters Score -1.021631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -10216325.000000 Penalty: 3716.071289
	Iteration 148Q: 3 clusters Score -1.021632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -10216330.000000 Penalty: 3716.071289
	Iteration 149Q: 3 clusters Score -1.021633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -10216349.000000 Penalty: 3716.071289
	Iteration 150Q: 3 clusters Score -1.021635e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -10216354.000000 Penalty: 3716.071289
	Iteration 151Q: 3 clusters Score -1.021635e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -10216349.000000 Penalty: 3716.071289
	Iteration 152Q: 3 clusters Score -1.021635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -10216341.000000 Penalty: 3716.071289
	Iteration 153Q: 3 clusters Score -1.021634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -10216351.000000 Penalty: 3716.071289
	Iteration 154Q: 3 clusters Score -1.021635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -10216335.000000 Penalty: 3716.071289
	Iteration 155Q: 3 clusters Score -1.021634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -10216338.000000 Penalty: 3716.071289
	Iteration 156Q: 3 clusters Score -1.021634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -10216340.000000 Penalty: 3716.071289
	Iteration 157Q: 3 clusters Score -1.021634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -10216337.000000 Penalty: 3716.071289
	Iteration 158Q: 3 clusters Score -1.021634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -10216354.000000 Penalty: 3716.071289
	Iteration 159Q: 3 clusters Score -1.021635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -10216340.000000 Penalty: 3716.071289
	Iteration 160F: 3 clusters Score -1.021634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 90114 members 
Entering Unmasked Estep 
Score: -10216330.000000 Penalty: 3716.071289
	Iteration 161Q: 3 clusters Score -1.021633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -10216336.000000 Penalty: 3716.071289
	Iteration 162Q: 3 clusters Score -1.021634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -10216335.000000 Penalty: 3716.071289
	Iteration 163Q: 3 clusters Score -1.021634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -10216350.000000 Penalty: 3716.071289
	Iteration 164Q: 3 clusters Score -1.021635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -10216354.000000 Penalty: 3716.071289
	Iteration 165Q: 3 clusters Score -1.021635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -10216353.000000 Penalty: 3716.071289
	Iteration 166Q: 3 clusters Score -1.021635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -10216351.000000 Penalty: 3716.071289
	Iteration 167Q: 3 clusters Score -1.021635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -10216345.000000 Penalty: 3716.071289
	Iteration 168Q: 3 clusters Score -1.021634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -10216357.000000 Penalty: 3716.071289
	Iteration 169Q: 3 clusters Score -1.021636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -10216341.000000 Penalty: 3716.071289
	Iteration 170Q: 3 clusters Score -1.021634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -10216349.000000 Penalty: 3716.071289
	Iteration 171Q: 3 clusters Score -1.021635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 90230 members 
Entering Unmasked Estep 
Score: -10216348.000000 Penalty: 3716.071289
	Iteration 172Q: 3 clusters Score -1.021635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -10216348.000000 Penalty: 3716.071289
	Iteration 173Q: 3 clusters Score -1.021635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -10216352.000000 Penalty: 3716.071289
	Iteration 174Q: 3 clusters Score -1.021635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 90244 members 
Entering Unmasked Estep 
Score: -10216345.000000 Penalty: 3716.071289
	Iteration 175Q: 3 clusters Score -1.021634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -10216341.000000 Penalty: 3716.071289
	Iteration 176Q: 3 clusters Score -1.021634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -10216341.000000 Penalty: 3716.071289
	Iteration 177Q: 3 clusters Score -1.021634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 90260 members 
Entering Unmasked Estep 
Score: -10216355.000000 Penalty: 3716.071289
	Iteration 178Q: 3 clusters Score -1.021636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
Score: -10216351.000000 Penalty: 3716.071289
	Iteration 179Q: 3 clusters Score -1.021635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -10216349.000000 Penalty: 3716.071289
	Iteration 180F: 3 clusters Score -1.021635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -10216351.000000 Penalty: 3716.071289
	Iteration 181Q: 3 clusters Score -1.021635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -10216342.000000 Penalty: 3716.071289
	Iteration 182Q: 3 clusters Score -1.021634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -10216343.000000 Penalty: 3716.071289
	Iteration 183Q: 3 clusters Score -1.021634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 90279 members 
Entering Unmasked Estep 
Score: -10216341.000000 Penalty: 3716.071289
	Iteration 184Q: 3 clusters Score -1.021634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -10216346.000000 Penalty: 3716.071289
	Iteration 185Q: 3 clusters Score -1.021635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -10216355.000000 Penalty: 3716.071289
	Iteration 186Q: 3 clusters Score -1.021636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -10216358.000000 Penalty: 3716.071289
	Iteration 187Q: 3 clusters Score -1.021636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 90294 members 
Entering Unmasked Estep 
Score: -10216357.000000 Penalty: 3716.071289
	Iteration 188Q: 3 clusters Score -1.021636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 90297 members 
Entering Unmasked Estep 
Score: -10216367.000000 Penalty: 3716.071289
	Iteration 189Q: 3 clusters Score -1.021637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 90304 members 
Entering Unmasked Estep 
Score: -10216363.000000 Penalty: 3716.071289
	Iteration 190Q: 3 clusters Score -1.021636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 90308 members 
Entering Unmasked Estep 
Score: -10216359.000000 Penalty: 3716.071289
	Iteration 191Q: 3 clusters Score -1.021636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -10216351.000000 Penalty: 3716.071289
	Iteration 192Q: 3 clusters Score -1.021635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -10216354.000000 Penalty: 3716.071289
	Iteration 193Q: 3 clusters Score -1.021635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -10216350.000000 Penalty: 3716.071289
	Iteration 194Q: 3 clusters Score -1.021635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -10216352.000000 Penalty: 3716.071289
	Iteration 195Q: 3 clusters Score -1.021635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -10216356.000000 Penalty: 3716.071289
	Iteration 196Q: 3 clusters Score -1.021636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -10216354.000000 Penalty: 3716.071289
	Iteration 197Q: 3 clusters Score -1.021635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -10216350.000000 Penalty: 3716.071289
	Iteration 198Q: 3 clusters Score -1.021635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -10216350.000000 Penalty: 3716.071289
	Iteration 199F: 3 clusters Score -1.021635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Entering Unmasked Estep 
Score: -2329543.000000 Penalty: 1614.899048
	Iteration 0F: 2 clusters Score -2329543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2315394.000000 Penalty: 3229.798096
	Iteration 0F: 3 clusters Score -2315394 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2320475.250000 Penalty: 3229.798096
	Iteration 1F: 3 clusters Score -2320475 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2320806.250000 Penalty: 3229.798096
	Iteration 2Q: 3 clusters Score -2320806 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2321167.750000 Penalty: 3229.798096
	Iteration 3Q: 3 clusters Score -2321168 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2321561.250000 Penalty: 3229.798096
	Iteration 4Q: 3 clusters Score -2321561 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2321974.750000 Penalty: 3229.798096
	Iteration 5Q: 3 clusters Score -2321975 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2322377.500000 Penalty: 3229.798096
	Iteration 6Q: 3 clusters Score -2322378 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2322780.250000 Penalty: 3229.798096
	Iteration 7Q: 3 clusters Score -2322780 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2323176.750000 Penalty: 3229.798096
	Iteration 8Q: 3 clusters Score -2323177 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2323592.000000 Penalty: 3229.798096
	Iteration 9Q: 3 clusters Score -2323592 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2324011.750000 Penalty: 3229.798096
	Iteration 10Q: 3 clusters Score -2324012 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2324412.500000 Penalty: 3229.798096
	Iteration 11Q: 3 clusters Score -2324412 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2324818.000000 Penalty: 3229.798096
	Iteration 12Q: 3 clusters Score -2324818 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2325219.750000 Penalty: 3229.798096
	Iteration 13Q: 3 clusters Score -2325220 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2325693.000000 Penalty: 3229.798096
	Iteration 14Q: 3 clusters Score -2325693 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2326218.750000 Penalty: 3229.798096
	Iteration 15Q: 3 clusters Score -2326219 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2326618.000000 Penalty: 3229.798096
	Iteration 16Q: 3 clusters Score -2326618 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2326920.250000 Penalty: 3229.798096
	Iteration 17Q: 3 clusters Score -2326920 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2327140.750000 Penalty: 3229.798096
	Iteration 18Q: 3 clusters Score -2327141 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2327335.750000 Penalty: 3229.798096
	Iteration 19Q: 3 clusters Score -2327336 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2327521.750000 Penalty: 3229.798096
	Iteration 20F: 3 clusters Score -2327522 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2327701.000000 Penalty: 3229.798096
	Iteration 21Q: 3 clusters Score -2327701 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2327826.750000 Penalty: 3229.798096
	Iteration 22Q: 3 clusters Score -2327827 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2327933.250000 Penalty: 3229.798096
	Iteration 23Q: 3 clusters Score -2327933 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2328031.750000 Penalty: 3229.798096
	Iteration 24Q: 3 clusters Score -2328032 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2328093.250000 Penalty: 3229.798096
	Iteration 25Q: 3 clusters Score -2328093 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2328158.500000 Penalty: 3229.798096
	Iteration 26Q: 3 clusters Score -2328158 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2328223.250000 Penalty: 3229.798096
	Iteration 27Q: 3 clusters Score -2328223 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2328292.000000 Penalty: 3229.798096
	Iteration 28Q: 3 clusters Score -2328292 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2328350.500000 Penalty: 3229.798096
	Iteration 29Q: 3 clusters Score -2328350 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2328404.250000 Penalty: 3229.798096
	Iteration 30Q: 3 clusters Score -2328404 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2328451.750000 Penalty: 3229.798096
	Iteration 31Q: 3 clusters Score -2328452 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2328498.750000 Penalty: 3229.798096
	Iteration 32Q: 3 clusters Score -2328499 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2328543.250000 Penalty: 3229.798096
	Iteration 33Q: 3 clusters Score -2328543 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2328568.500000 Penalty: 3229.798096
	Iteration 34Q: 3 clusters Score -2328568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2328601.750000 Penalty: 3229.798096
	Iteration 35Q: 3 clusters Score -2328602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2328624.750000 Penalty: 3229.798096
	Iteration 36Q: 3 clusters Score -2328625 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2328654.500000 Penalty: 3229.798096
	Iteration 37Q: 3 clusters Score -2328654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2328686.000000 Penalty: 3229.798096
	Iteration 38Q: 3 clusters Score -2328686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2328708.500000 Penalty: 3229.798096
	Iteration 39Q: 3 clusters Score -2328708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2328732.500000 Penalty: 3229.798096
	Iteration 40F: 3 clusters Score -2328732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2328751.000000 Penalty: 3229.798096
	Iteration 41Q: 3 clusters Score -2328751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2328771.750000 Penalty: 3229.798096
	Iteration 42Q: 3 clusters Score -2328772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2328790.000000 Penalty: 3229.798096
	Iteration 43Q: 3 clusters Score -2328790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2328807.250000 Penalty: 3229.798096
	Iteration 44Q: 3 clusters Score -2328807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2328827.000000 Penalty: 3229.798096
	Iteration 45Q: 3 clusters Score -2328827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2328846.500000 Penalty: 3229.798096
	Iteration 46Q: 3 clusters Score -2328846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2328855.750000 Penalty: 3229.798096
	Iteration 47Q: 3 clusters Score -2328856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2328856.000000 Penalty: 3229.798096
	Iteration 48Q: 3 clusters Score -2328856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2328850.500000 Penalty: 3229.798096
	Iteration 49Q: 3 clusters Score -2328850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2328855.250000 Penalty: 3229.798096
	Iteration 50Q: 3 clusters Score -2328855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2328857.250000 Penalty: 3229.798096
	Iteration 51Q: 3 clusters Score -2328857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2328855.000000 Penalty: 3229.798096
	Iteration 52Q: 3 clusters Score -2328855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2328856.000000 Penalty: 3229.798096
	Iteration 53Q: 3 clusters Score -2328856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2328855.500000 Penalty: 3229.798096
	Iteration 54Q: 3 clusters Score -2328856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2328856.000000 Penalty: 3229.798096
	Iteration 55Q: 3 clusters Score -2328856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2328853.250000 Penalty: 3229.798096
	Iteration 56Q: 3 clusters Score -2328853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2328855.000000 Penalty: 3229.798096
	Iteration 57Q: 3 clusters Score -2328855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2328854.750000 Penalty: 3229.798096
	Iteration 58Q: 3 clusters Score -2328855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2328855.250000 Penalty: 3229.798096
	Iteration 59Q: 3 clusters Score -2328855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2328854.500000 Penalty: 3229.798096
	Iteration 60F: 3 clusters Score -2328854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2328859.000000 Penalty: 3229.798096
	Iteration 61Q: 3 clusters Score -2328859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2328859.250000 Penalty: 3229.798096
	Iteration 62Q: 3 clusters Score -2328859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2328858.750000 Penalty: 3229.798096
	Iteration 63Q: 3 clusters Score -2328859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2328864.000000 Penalty: 3229.798096
	Iteration 64Q: 3 clusters Score -2328864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2328864.750000 Penalty: 3229.798096
	Iteration 65Q: 3 clusters Score -2328865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2328864.250000 Penalty: 3229.798096
	Iteration 66Q: 3 clusters Score -2328864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2328862.250000 Penalty: 3229.798096
	Iteration 67Q: 3 clusters Score -2328862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2328860.250000 Penalty: 3229.798096
	Iteration 68Q: 3 clusters Score -2328860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2328862.750000 Penalty: 3229.798096
	Iteration 69Q: 3 clusters Score -2328863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2328862.250000 Penalty: 3229.798096
	Iteration 70Q: 3 clusters Score -2328862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2328861.250000 Penalty: 3229.798096
	Iteration 71Q: 3 clusters Score -2328861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2328864.500000 Penalty: 3229.798096
	Iteration 72Q: 3 clusters Score -2328864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2328859.750000 Penalty: 3229.798096
	Iteration 73Q: 3 clusters Score -2328860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2328863.250000 Penalty: 3229.798096
	Iteration 74Q: 3 clusters Score -2328863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2328863.250000 Penalty: 3229.798096
	Iteration 75Q: 3 clusters Score -2328863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2328864.250000 Penalty: 3229.798096
	Iteration 76Q: 3 clusters Score -2328864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2328864.250000 Penalty: 3229.798096
	Iteration 77F: 3 clusters Score -2328864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -129834.039062 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -129834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128280.820312 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -128280.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -128845.640625 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -128845.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129023.265625 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -129023.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -129135.156250 Penalty: 2309.646973
	Iteration 3F: 3 clusters Score -129135.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -129206.695312 Penalty: 2309.646973
	Iteration 4Q: 3 clusters Score -129206.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -129265.695312 Penalty: 2309.646973
	Iteration 5Q: 3 clusters Score -129265.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -129322.312500 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -129322.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -129363.687500 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -129363.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -129396.195312 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -129396.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -129436.367188 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -129436.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -129456.164062 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -129456.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -129472.585938 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -129472.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -129486.093750 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -129486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -129494.546875 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -129494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -129498.906250 Penalty: 2309.646973
	Iteration 14Q: 3 clusters Score -129498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -129503.992188 Penalty: 2309.646973
	Iteration 15Q: 3 clusters Score -129504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -129506.148438 Penalty: 2309.646973
	Iteration 16Q: 3 clusters Score -129506.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -129509.882812 Penalty: 2309.646973
	Iteration 17Q: 3 clusters Score -129509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -129511.015625 Penalty: 2309.646973
	Iteration 18Q: 3 clusters Score -129511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -129513.015625 Penalty: 2309.646973
	Iteration 19Q: 3 clusters Score -129513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -129515.468750 Penalty: 2309.646973
	Iteration 20F: 3 clusters Score -129515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -129516.257812 Penalty: 2309.646973
	Iteration 21Q: 3 clusters Score -129516.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -129516.257812 Penalty: 2309.646973
	Iteration 22F: 3 clusters Score -129516.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Entering Unmasked Estep 
Score: -2006448.875000 Penalty: 1599.426147
	Iteration 0F: 2 clusters Score -2006449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1993641.750000 Penalty: 3198.852295
	Iteration 0F: 3 clusters Score -1993642 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1998892.000000 Penalty: 3198.852295
	Iteration 1F: 3 clusters Score -1998892 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1999948.000000 Penalty: 3198.852295
	Iteration 2F: 3 clusters Score -1999948 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2001123.625000 Penalty: 3198.852295
	Iteration 3F: 3 clusters Score -2001124 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2002227.750000 Penalty: 3198.852295
	Iteration 4F: 3 clusters Score -2002228 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2003095.750000 Penalty: 3198.852295
	Iteration 5F: 3 clusters Score -2003096 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2003669.500000 Penalty: 3198.852295
	Iteration 6Q: 3 clusters Score -2003670 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2004037.750000 Penalty: 3198.852295
	Iteration 7Q: 3 clusters Score -2004038 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2004320.750000 Penalty: 3198.852295
	Iteration 8Q: 3 clusters Score -2004321 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2004576.000000 Penalty: 3198.852295
	Iteration 9Q: 3 clusters Score -2004576 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2004822.750000 Penalty: 3198.852295
	Iteration 10Q: 3 clusters Score -2004823 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2005209.875000 Penalty: 3198.852295
	Iteration 11Q: 3 clusters Score -2005210 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2005545.875000 Penalty: 3198.852295
	Iteration 12Q: 3 clusters Score -2005546 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2005662.625000 Penalty: 3198.852295
	Iteration 13Q: 3 clusters Score -2005663 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2005714.375000 Penalty: 3198.852295
	Iteration 14Q: 3 clusters Score -2005714 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2005739.250000 Penalty: 3198.852295
	Iteration 15Q: 3 clusters Score -2005739 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2005757.375000 Penalty: 3198.852295
	Iteration 16Q: 3 clusters Score -2005757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2005766.250000 Penalty: 3198.852295
	Iteration 17Q: 3 clusters Score -2005766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2005782.125000 Penalty: 3198.852295
	Iteration 18Q: 3 clusters Score -2005782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2005787.000000 Penalty: 3198.852295
	Iteration 19Q: 3 clusters Score -2005787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2005791.000000 Penalty: 3198.852295
	Iteration 20F: 3 clusters Score -2005791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2005802.375000 Penalty: 3198.852295
	Iteration 21Q: 3 clusters Score -2005802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2005801.375000 Penalty: 3198.852295
	Iteration 22Q: 3 clusters Score -2005801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2005803.125000 Penalty: 3198.852295
	Iteration 23Q: 3 clusters Score -2005803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2005804.125000 Penalty: 3198.852295
	Iteration 24Q: 3 clusters Score -2005804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2005805.125000 Penalty: 3198.852295
	Iteration 25Q: 3 clusters Score -2005805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2005810.500000 Penalty: 3198.852295
	Iteration 26Q: 3 clusters Score -2005810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2005810.750000 Penalty: 3198.852295
	Iteration 27Q: 3 clusters Score -2005811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2005815.125000 Penalty: 3198.852295
	Iteration 28Q: 3 clusters Score -2005815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2005817.875000 Penalty: 3198.852295
	Iteration 29Q: 3 clusters Score -2005818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2005815.625000 Penalty: 3198.852295
	Iteration 30Q: 3 clusters Score -2005816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2005817.375000 Penalty: 3198.852295
	Iteration 31Q: 3 clusters Score -2005817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2005817.875000 Penalty: 3198.852295
	Iteration 32Q: 3 clusters Score -2005818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2005814.875000 Penalty: 3198.852295
	Iteration 33Q: 3 clusters Score -2005815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2005814.750000 Penalty: 3198.852295
	Iteration 34Q: 3 clusters Score -2005815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2005814.750000 Penalty: 3198.852295
	Iteration 35Q: 3 clusters Score -2005815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2005815.625000 Penalty: 3198.852295
	Iteration 36Q: 3 clusters Score -2005816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2005816.500000 Penalty: 3198.852295
	Iteration 37Q: 3 clusters Score -2005816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2005819.375000 Penalty: 3198.852295
	Iteration 38Q: 3 clusters Score -2005819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2005820.500000 Penalty: 3198.852295
	Iteration 39Q: 3 clusters Score -2005820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2005821.625000 Penalty: 3198.852295
	Iteration 40F: 3 clusters Score -2005822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2005824.125000 Penalty: 3198.852295
	Iteration 41Q: 3 clusters Score -2005824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2005826.250000 Penalty: 3198.852295
	Iteration 42Q: 3 clusters Score -2005826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2005829.000000 Penalty: 3198.852295
	Iteration 43Q: 3 clusters Score -2005829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2005834.750000 Penalty: 3198.852295
	Iteration 44Q: 3 clusters Score -2005835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2005834.500000 Penalty: 3198.852295
	Iteration 45Q: 3 clusters Score -2005834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2005840.250000 Penalty: 3198.852295
	Iteration 46Q: 3 clusters Score -2005840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2005847.125000 Penalty: 3198.852295
	Iteration 47Q: 3 clusters Score -2005847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2005850.375000 Penalty: 3198.852295
	Iteration 48Q: 3 clusters Score -2005850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2005857.250000 Penalty: 3198.852295
	Iteration 49Q: 3 clusters Score -2005857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2005856.750000 Penalty: 3198.852295
	Iteration 50Q: 3 clusters Score -2005857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2005861.625000 Penalty: 3198.852295
	Iteration 51Q: 3 clusters Score -2005862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2005862.875000 Penalty: 3198.852295
	Iteration 52Q: 3 clusters Score -2005863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2005863.500000 Penalty: 3198.852295
	Iteration 53Q: 3 clusters Score -2005864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2005862.500000 Penalty: 3198.852295
	Iteration 54Q: 3 clusters Score -2005862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2005866.125000 Penalty: 3198.852295
	Iteration 55Q: 3 clusters Score -2005866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2005865.875000 Penalty: 3198.852295
	Iteration 56Q: 3 clusters Score -2005866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2005865.750000 Penalty: 3198.852295
	Iteration 57Q: 3 clusters Score -2005866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2005867.375000 Penalty: 3198.852295
	Iteration 58Q: 3 clusters Score -2005867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2005866.875000 Penalty: 3198.852295
	Iteration 59Q: 3 clusters Score -2005867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2005865.625000 Penalty: 3198.852295
	Iteration 60F: 3 clusters Score -2005866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2005869.875000 Penalty: 3198.852295
	Iteration 61Q: 3 clusters Score -2005870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2005868.000000 Penalty: 3198.852295
	Iteration 62Q: 3 clusters Score -2005868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2005870.250000 Penalty: 3198.852295
	Iteration 63Q: 3 clusters Score -2005870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2005870.500000 Penalty: 3198.852295
	Iteration 64Q: 3 clusters Score -2005870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2005871.375000 Penalty: 3198.852295
	Iteration 65Q: 3 clusters Score -2005871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2005872.125000 Penalty: 3198.852295
	Iteration 66Q: 3 clusters Score -2005872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2005868.625000 Penalty: 3198.852295
	Iteration 67Q: 3 clusters Score -2005869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2005869.750000 Penalty: 3198.852295
	Iteration 68Q: 3 clusters Score -2005870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2005868.125000 Penalty: 3198.852295
	Iteration 69Q: 3 clusters Score -2005868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2005868.125000 Penalty: 3198.852295
	Iteration 70F: 3 clusters Score -2005868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Entering Unmasked Estep 
Score: -510984.187500 Penalty: 1368.932495
	Iteration 0F: 2 clusters Score -510984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -507305.531250 Penalty: 2737.864990
	Iteration 0F: 3 clusters Score -507305.5 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -508312.500000 Penalty: 2737.864990
	Iteration 1F: 3 clusters Score -508312.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -508466.656250 Penalty: 2737.864990
	Iteration 2F: 3 clusters Score -508466.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -508548.781250 Penalty: 2737.864990
	Iteration 3Q: 3 clusters Score -508548.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -508602.343750 Penalty: 2737.864990
	Iteration 4Q: 3 clusters Score -508602.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -508660.468750 Penalty: 2737.864990
	Iteration 5Q: 3 clusters Score -508660.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -508717.000000 Penalty: 2737.864990
	Iteration 6Q: 3 clusters Score -508717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -508764.562500 Penalty: 2737.864990
	Iteration 7Q: 3 clusters Score -508764.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -508810.093750 Penalty: 2737.864990
	Iteration 8Q: 3 clusters Score -508810.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -508841.406250 Penalty: 2737.864990
	Iteration 9Q: 3 clusters Score -508841.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -508868.062500 Penalty: 2737.864990
	Iteration 10Q: 3 clusters Score -508868.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -508905.031250 Penalty: 2737.864990
	Iteration 11Q: 3 clusters Score -508905 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -508937.906250 Penalty: 2737.864990
	Iteration 12Q: 3 clusters Score -508937.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -508955.968750 Penalty: 2737.864990
	Iteration 13Q: 3 clusters Score -508956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -508966.250000 Penalty: 2737.864990
	Iteration 14Q: 3 clusters Score -508966.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -508976.875000 Penalty: 2737.864990
	Iteration 15Q: 3 clusters Score -508976.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -508988.968750 Penalty: 2737.864990
	Iteration 16Q: 3 clusters Score -508989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -509002.968750 Penalty: 2737.864990
	Iteration 17Q: 3 clusters Score -509003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -509021.093750 Penalty: 2737.864990
	Iteration 18Q: 3 clusters Score -509021.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -509034.031250 Penalty: 2737.864990
	Iteration 19Q: 3 clusters Score -509034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -509050.343750 Penalty: 2737.864990
	Iteration 20F: 3 clusters Score -509050.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -509069.187500 Penalty: 2737.864990
	Iteration 21Q: 3 clusters Score -509069.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -509085.718750 Penalty: 2737.864990
	Iteration 22Q: 3 clusters Score -509085.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -509099.843750 Penalty: 2737.864990
	Iteration 23Q: 3 clusters Score -509099.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -509111.843750 Penalty: 2737.864990
	Iteration 24Q: 3 clusters Score -509111.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -509122.718750 Penalty: 2737.864990
	Iteration 25Q: 3 clusters Score -509122.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -509140.875000 Penalty: 2737.864990
	Iteration 26Q: 3 clusters Score -509140.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -509158.656250 Penalty: 2737.864990
	Iteration 27Q: 3 clusters Score -509158.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -509178.031250 Penalty: 2737.864990
	Iteration 28Q: 3 clusters Score -509178 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -509203.500000 Penalty: 2737.864990
	Iteration 29Q: 3 clusters Score -509203.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -509224.625000 Penalty: 2737.864990
	Iteration 30Q: 3 clusters Score -509224.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -509253.468750 Penalty: 2737.864990
	Iteration 31Q: 3 clusters Score -509253.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -509280.062500 Penalty: 2737.864990
	Iteration 32Q: 3 clusters Score -509280.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -509305.906250 Penalty: 2737.864990
	Iteration 33Q: 3 clusters Score -509305.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -509335.156250 Penalty: 2737.864990
	Iteration 34Q: 3 clusters Score -509335.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -509364.968750 Penalty: 2737.864990
	Iteration 35Q: 3 clusters Score -509365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -509397.125000 Penalty: 2737.864990
	Iteration 36Q: 3 clusters Score -509397.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -509438.031250 Penalty: 2737.864990
	Iteration 37Q: 3 clusters Score -509438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -509460.531250 Penalty: 2737.864990
	Iteration 38Q: 3 clusters Score -509460.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -509483.593750 Penalty: 2737.864990
	Iteration 39Q: 3 clusters Score -509483.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -509507.718750 Penalty: 2737.864990
	Iteration 40F: 3 clusters Score -509507.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -509525.750000 Penalty: 2737.864990
	Iteration 41Q: 3 clusters Score -509525.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -509545.093750 Penalty: 2737.864990
	Iteration 42Q: 3 clusters Score -509545.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -509562.093750 Penalty: 2737.864990
	Iteration 43Q: 3 clusters Score -509562.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -509579.343750 Penalty: 2737.864990
	Iteration 44Q: 3 clusters Score -509579.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -509588.781250 Penalty: 2737.864990
	Iteration 45Q: 3 clusters Score -509588.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -509597.406250 Penalty: 2737.864990
	Iteration 46Q: 3 clusters Score -509597.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -509600.437500 Penalty: 2737.864990
	Iteration 47Q: 3 clusters Score -509600.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -509604.625000 Penalty: 2737.864990
	Iteration 48Q: 3 clusters Score -509604.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -509609.906250 Penalty: 2737.864990
	Iteration 49Q: 3 clusters Score -509609.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -509613.500000 Penalty: 2737.864990
	Iteration 50Q: 3 clusters Score -509613.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -509615.437500 Penalty: 2737.864990
	Iteration 51Q: 3 clusters Score -509615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -509616.968750 Penalty: 2737.864990
	Iteration 52Q: 3 clusters Score -509617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -509618.718750 Penalty: 2737.864990
	Iteration 53Q: 3 clusters Score -509618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -509620.218750 Penalty: 2737.864990
	Iteration 54Q: 3 clusters Score -509620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -509621.218750 Penalty: 2737.864990
	Iteration 55Q: 3 clusters Score -509621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -509620.875000 Penalty: 2737.864990
	Iteration 56Q: 3 clusters Score -509620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -509622.750000 Penalty: 2737.864990
	Iteration 57Q: 3 clusters Score -509622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -509624.718750 Penalty: 2737.864990
	Iteration 58Q: 3 clusters Score -509624.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -509629.187500 Penalty: 2737.864990
	Iteration 59Q: 3 clusters Score -509629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -509630.375000 Penalty: 2737.864990
	Iteration 60F: 3 clusters Score -509630.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -509632.093750 Penalty: 2737.864990
	Iteration 61Q: 3 clusters Score -509632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -509631.906250 Penalty: 2737.864990
	Iteration 62Q: 3 clusters Score -509631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -509634.562500 Penalty: 2737.864990
	Iteration 63Q: 3 clusters Score -509634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -509636.531250 Penalty: 2737.864990
	Iteration 64Q: 3 clusters Score -509636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -509637.031250 Penalty: 2737.864990
	Iteration 65Q: 3 clusters Score -509637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -509640.718750 Penalty: 2737.864990
	Iteration 66Q: 3 clusters Score -509640.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -509642.625000 Penalty: 2737.864990
	Iteration 67Q: 3 clusters Score -509642.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -509643.750000 Penalty: 2737.864990
	Iteration 68Q: 3 clusters Score -509643.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -509646.156250 Penalty: 2737.864990
	Iteration 69Q: 3 clusters Score -509646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -509647.531250 Penalty: 2737.864990
	Iteration 70Q: 3 clusters Score -509647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -509647.562500 Penalty: 2737.864990
	Iteration 71Q: 3 clusters Score -509647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -509647.187500 Penalty: 2737.864990
	Iteration 72Q: 3 clusters Score -509647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -509647.750000 Penalty: 2737.864990
	Iteration 73Q: 3 clusters Score -509647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -509648.812500 Penalty: 2737.864990
	Iteration 74Q: 3 clusters Score -509648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -509649.781250 Penalty: 2737.864990
	Iteration 75Q: 3 clusters Score -509649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -509649.093750 Penalty: 2737.864990
	Iteration 76Q: 3 clusters Score -509649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -509649.000000 Penalty: 2737.864990
	Iteration 77Q: 3 clusters Score -509649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -509650.843750 Penalty: 2737.864990
	Iteration 78Q: 3 clusters Score -509650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -509651.625000 Penalty: 2737.864990
	Iteration 79Q: 3 clusters Score -509651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -509655.250000 Penalty: 2737.864990
	Iteration 80F: 3 clusters Score -509655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -509657.968750 Penalty: 2737.864990
	Iteration 81Q: 3 clusters Score -509658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -509659.031250 Penalty: 2737.864990
	Iteration 82Q: 3 clusters Score -509659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -509660.687500 Penalty: 2737.864990
	Iteration 83Q: 3 clusters Score -509660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -509662.031250 Penalty: 2737.864990
	Iteration 84Q: 3 clusters Score -509662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -509663.593750 Penalty: 2737.864990
	Iteration 85Q: 3 clusters Score -509663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -509665.781250 Penalty: 2737.864990
	Iteration 86Q: 3 clusters Score -509665.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -509671.125000 Penalty: 2737.864990
	Iteration 87Q: 3 clusters Score -509671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -509674.125000 Penalty: 2737.864990
	Iteration 88Q: 3 clusters Score -509674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -509675.531250 Penalty: 2737.864990
	Iteration 89Q: 3 clusters Score -509675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -509676.593750 Penalty: 2737.864990
	Iteration 90Q: 3 clusters Score -509676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -509678.250000 Penalty: 2737.864990
	Iteration 91Q: 3 clusters Score -509678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -509680.843750 Penalty: 2737.864990
	Iteration 92Q: 3 clusters Score -509680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -509683.156250 Penalty: 2737.864990
	Iteration 93Q: 3 clusters Score -509683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -509686.593750 Penalty: 2737.864990
	Iteration 94Q: 3 clusters Score -509686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -509689.500000 Penalty: 2737.864990
	Iteration 95Q: 3 clusters Score -509689.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -509696.750000 Penalty: 2737.864990
	Iteration 96Q: 3 clusters Score -509696.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -509701.093750 Penalty: 2737.864990
	Iteration 97Q: 3 clusters Score -509701.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -509705.218750 Penalty: 2737.864990
	Iteration 98Q: 3 clusters Score -509705.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -509709.750000 Penalty: 2737.864990
	Iteration 99Q: 3 clusters Score -509709.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -509712.750000 Penalty: 2737.864990
	Iteration 100F: 3 clusters Score -509712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -509713.781250 Penalty: 2737.864990
	Iteration 101Q: 3 clusters Score -509713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -509713.781250 Penalty: 2737.864990
	Iteration 102Q: 3 clusters Score -509713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -509715.125000 Penalty: 2737.864990
	Iteration 103Q: 3 clusters Score -509715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -509717.375000 Penalty: 2737.864990
	Iteration 104Q: 3 clusters Score -509717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -509717.437500 Penalty: 2737.864990
	Iteration 105Q: 3 clusters Score -509717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -509718.906250 Penalty: 2737.864990
	Iteration 106Q: 3 clusters Score -509718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -509719.843750 Penalty: 2737.864990
	Iteration 107Q: 3 clusters Score -509719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -509720.375000 Penalty: 2737.864990
	Iteration 108Q: 3 clusters Score -509720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -509720.312500 Penalty: 2737.864990
	Iteration 109Q: 3 clusters Score -509720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -509721.000000 Penalty: 2737.864990
	Iteration 110Q: 3 clusters Score -509721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -509722.125000 Penalty: 2737.864990
	Iteration 111Q: 3 clusters Score -509722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -509723.250000 Penalty: 2737.864990
	Iteration 112Q: 3 clusters Score -509723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -509724.718750 Penalty: 2737.864990
	Iteration 113Q: 3 clusters Score -509724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -509724.718750 Penalty: 2737.864990
	Iteration 114F: 3 clusters Score -509724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Entering Unmasked Estep 
Score: -412647.500000 Penalty: 1357.825684
	Iteration 0F: 2 clusters Score -412647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -409361.625000 Penalty: 2715.651367
	Iteration 0F: 3 clusters Score -409361.6 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -412079.437500 Penalty: 2715.651367
	Iteration 1F: 3 clusters Score -412079.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -414356.406250 Penalty: 2715.651367
	Iteration 2F: 3 clusters Score -414356.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -415754.906250 Penalty: 2715.651367
	Iteration 3F: 3 clusters Score -415754.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -416115.031250 Penalty: 2715.651367
	Iteration 4Q: 3 clusters Score -416115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -416189.843750 Penalty: 2715.651367
	Iteration 5Q: 3 clusters Score -416189.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -416206.437500 Penalty: 2715.651367
	Iteration 6Q: 3 clusters Score -416206.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -416216.812500 Penalty: 2715.651367
	Iteration 7Q: 3 clusters Score -416216.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -416220.500000 Penalty: 2715.651367
	Iteration 8Q: 3 clusters Score -416220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -416221.750000 Penalty: 2715.651367
	Iteration 9Q: 3 clusters Score -416221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -416223.812500 Penalty: 2715.651367
	Iteration 10Q: 3 clusters Score -416223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -416224.906250 Penalty: 2715.651367
	Iteration 11Q: 3 clusters Score -416224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -416224.906250 Penalty: 2715.651367
	Iteration 12F: 3 clusters Score -416224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 11089 members 
Mstep: Class 5 contains 137141 members 
Mstep: Class 6 contains 15613 members 
Mstep: Class 8 contains 13017 members 
Mstep: Class 9 contains 3100 members 
Mstep: Class 10 contains 1907 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 15 contains 9617 members 
Mstep: Class 16 contains 17541 members 
Mstep: Class 17 contains 92417 members 
Mstep: Class 18 contains 20699 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 18819 members 
Mstep: Class 21 contains 4556 members 
Mstep: Class 22 contains 3731 members 
Entering Unmasked Estep 
Score: -41664548.000000 Penalty: 39716.023438
Splitting cluster 22 changes total score from -41664556.000000 to -41664548.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 11089 members 
Mstep: Class 5 contains 137141 members 
Mstep: Class 6 contains 15613 members 
Mstep: Class 8 contains 13017 members 
Mstep: Class 9 contains 3100 members 
Mstep: Class 10 contains 1907 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 15 contains 9617 members 
Mstep: Class 16 contains 17541 members 
Mstep: Class 17 contains 92417 members 
Mstep: Class 18 contains 20699 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 18819 members 
Mstep: Class 21 contains 4556 members 
Mstep: Class 22 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41663480.000000 Penalty: 37625.707031
Iteration 39Q: 19 clusters Score -4.166348e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10899 members 
Mstep: Class 3 contains 6705 members 
Mstep: Class 4 contains 11050 members 
Mstep: Class 5 contains 141222 members 
Mstep: Class 6 contains 15572 members 
Mstep: Class 8 contains 13061 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 12 contains 8771 members 
Mstep: Class 13 contains 8909 members 
Mstep: Class 15 contains 9471 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 88131 members 
Mstep: Class 18 contains 20683 members 
Mstep: Class 19 contains 1205 members 
Mstep: Class 20 contains 18792 members 
Mstep: Class 21 contains 4552 members 
Mstep: Class 22 contains 4256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41668476.000000 Penalty: 37625.707031
Iteration 40F: 19 clusters Score -4.166848e+07 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 11012 members 
Mstep: Class 3 contains 6786 members 
Mstep: Class 4 contains 11000 members 
Mstep: Class 5 contains 151087 members 
Mstep: Class 6 contains 15528 members 
Mstep: Class 8 contains 12976 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 12 contains 8729 members 
Mstep: Class 13 contains 8912 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 17418 members 
Mstep: Class 17 contains 78488 members 
Mstep: Class 18 contains 20595 members 
Mstep: Class 19 contains 1190 members 
Mstep: Class 20 contains 18684 members 
Mstep: Class 21 contains 4552 members 
Mstep: Class 22 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41672740.000000 Penalty: 37625.707031
Iteration 41Q: 19 clusters Score -4.167274e+07 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 6722 members 
Mstep: Class 4 contains 11001 members 
Mstep: Class 5 contains 160806 members 
Mstep: Class 6 contains 15498 members 
Mstep: Class 8 contains 12766 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 2302 members 
Mstep: Class 12 contains 8618 members 
Mstep: Class 13 contains 8903 members 
Mstep: Class 15 contains 8691 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 17 contains 69668 members 
Mstep: Class 18 contains 20503 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 4528 members 
Mstep: Class 22 contains 4245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41677288.000000 Penalty: 37625.707031
Iteration 42Q: 19 clusters Score -4.167729e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 11011 members 
Mstep: Class 3 contains 6559 members 
Mstep: Class 4 contains 11034 members 
Mstep: Class 5 contains 169075 members 
Mstep: Class 6 contains 15525 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 3653 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 15 contains 8089 members 
Mstep: Class 16 contains 17304 members 
Mstep: Class 17 contains 62744 members 
Mstep: Class 18 contains 20416 members 
Mstep: Class 19 contains 1102 members 
Mstep: Class 20 contains 18421 members 
Mstep: Class 21 contains 4507 members 
Mstep: Class 22 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41680796.000000 Penalty: 37625.707031
Iteration 43Q: 19 clusters Score -4.16808e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 10988 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 11081 members 
Mstep: Class 5 contains 175006 members 
Mstep: Class 6 contains 15609 members 
Mstep: Class 8 contains 12063 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 12 contains 8218 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 15 contains 7560 members 
Mstep: Class 16 contains 17310 members 
Mstep: Class 17 contains 57953 members 
Mstep: Class 18 contains 20372 members 
Mstep: Class 19 contains 1053 members 
Mstep: Class 20 contains 18292 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 4249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41682060.000000 Penalty: 37625.707031
Iteration 44Q: 19 clusters Score -4.168206e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 10937 members 
Mstep: Class 3 contains 6238 members 
Mstep: Class 4 contains 11157 members 
Mstep: Class 5 contains 178968 members 
Mstep: Class 6 contains 15696 members 
Mstep: Class 8 contains 11693 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 12 contains 8052 members 
Mstep: Class 13 contains 8823 members 
Mstep: Class 15 contains 7142 members 
Mstep: Class 16 contains 17372 members 
Mstep: Class 17 contains 54650 members 
Mstep: Class 18 contains 20381 members 
Mstep: Class 19 contains 999 members 
Mstep: Class 20 contains 18216 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41682472.000000 Penalty: 37625.707031
Iteration 45Q: 19 clusters Score -4.168247e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10888 members 
Mstep: Class 3 contains 6125 members 
Mstep: Class 4 contains 11252 members 
Mstep: Class 5 contains 181588 members 
Mstep: Class 6 contains 15814 members 
Mstep: Class 8 contains 11381 members 
Mstep: Class 9 contains 3790 members 
Mstep: Class 10 contains 3551 members 
Mstep: Class 12 contains 7949 members 
Mstep: Class 13 contains 8810 members 
Mstep: Class 15 contains 6791 members 
Mstep: Class 16 contains 17463 members 
Mstep: Class 17 contains 52200 members 
Mstep: Class 18 contains 20480 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 18136 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41682740.000000 Penalty: 37625.707031
Iteration 46Q: 19 clusters Score -4.168274e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10861 members 
Mstep: Class 3 contains 6040 members 
Mstep: Class 4 contains 11358 members 
Mstep: Class 5 contains 183160 members 
Mstep: Class 6 contains 15928 members 
Mstep: Class 8 contains 11105 members 
Mstep: Class 9 contains 3774 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 12 contains 7919 members 
Mstep: Class 13 contains 8792 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 17577 members 
Mstep: Class 17 contains 50392 members 
Mstep: Class 18 contains 20581 members 
Mstep: Class 19 contains 942 members 
Mstep: Class 20 contains 18060 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 4261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41683356.000000 Penalty: 37625.707031
Iteration 47Q: 19 clusters Score -4.168336e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10826 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 11476 members 
Mstep: Class 5 contains 184172 members 
Mstep: Class 6 contains 16030 members 
Mstep: Class 8 contains 10816 members 
Mstep: Class 9 contains 3778 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 12 contains 7882 members 
Mstep: Class 13 contains 8796 members 
Mstep: Class 15 contains 6363 members 
Mstep: Class 16 contains 17671 members 
Mstep: Class 17 contains 48945 members 
Mstep: Class 18 contains 20690 members 
Mstep: Class 19 contains 918 members 
Mstep: Class 20 contains 18004 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 4267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41684152.000000 Penalty: 37625.707031
Iteration 48Q: 19 clusters Score -4.168415e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10798 members 
Mstep: Class 3 contains 5866 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 184810 members 
Mstep: Class 6 contains 16134 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 5632 members 
Mstep: Class 12 contains 7882 members 
Mstep: Class 13 contains 8783 members 
Mstep: Class 15 contains 6187 members 
Mstep: Class 16 contains 17748 members 
Mstep: Class 17 contains 47792 members 
Mstep: Class 18 contains 20811 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 17947 members 
Mstep: Class 21 contains 4490 members 
Mstep: Class 22 contains 4273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41684640.000000 Penalty: 37625.707031
Iteration 49Q: 19 clusters Score -4.168464e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10758 members 
Mstep: Class 3 contains 5794 members 
Mstep: Class 4 contains 11659 members 
Mstep: Class 5 contains 185214 members 
Mstep: Class 6 contains 16241 members 
Mstep: Class 8 contains 10286 members 
Mstep: Class 9 contains 3743 members 
Mstep: Class 10 contains 6420 members 
Mstep: Class 12 contains 7877 members 
Mstep: Class 13 contains 8759 members 
Mstep: Class 15 contains 6020 members 
Mstep: Class 16 contains 17839 members 
Mstep: Class 17 contains 46838 members 
Mstep: Class 18 contains 20934 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 17893 members 
Mstep: Class 21 contains 4502 members 
Mstep: Class 22 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685044.000000 Penalty: 37625.707031
Iteration 50Q: 19 clusters Score -4.168504e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 5760 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 185487 members 
Mstep: Class 6 contains 16332 members 
Mstep: Class 8 contains 10049 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 7170 members 
Mstep: Class 12 contains 7850 members 
Mstep: Class 13 contains 8746 members 
Mstep: Class 15 contains 5866 members 
Mstep: Class 16 contains 17925 members 
Mstep: Class 17 contains 46009 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 863 members 
Mstep: Class 20 contains 17849 members 
Mstep: Class 21 contains 4523 members 
Mstep: Class 22 contains 4276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685752.000000 Penalty: 37625.707031
Iteration 51Q: 19 clusters Score -4.168575e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 5719 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 185905 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 8 contains 9787 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 7770 members 
Mstep: Class 12 contains 7818 members 
Mstep: Class 13 contains 8719 members 
Mstep: Class 15 contains 5731 members 
Mstep: Class 16 contains 18005 members 
Mstep: Class 17 contains 45287 members 
Mstep: Class 18 contains 21071 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 17797 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 4277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686152.000000 Penalty: 37625.707031
Iteration 52Q: 19 clusters Score -4.168615e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10677 members 
Mstep: Class 3 contains 5688 members 
Mstep: Class 4 contains 11840 members 
Mstep: Class 5 contains 186218 members 
Mstep: Class 6 contains 16498 members 
Mstep: Class 8 contains 9524 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 12 contains 7780 members 
Mstep: Class 13 contains 8700 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 18103 members 
Mstep: Class 17 contains 44655 members 
Mstep: Class 18 contains 21153 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 17762 members 
Mstep: Class 21 contains 4555 members 
Mstep: Class 22 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686432.000000 Penalty: 37625.707031
Iteration 53Q: 19 clusters Score -4.168643e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10641 members 
Mstep: Class 3 contains 5643 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 186550 members 
Mstep: Class 6 contains 16580 members 
Mstep: Class 8 contains 9274 members 
Mstep: Class 9 contains 3813 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 12 contains 7752 members 
Mstep: Class 13 contains 8686 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 18198 members 
Mstep: Class 17 contains 44098 members 
Mstep: Class 18 contains 21228 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 17730 members 
Mstep: Class 21 contains 4566 members 
Mstep: Class 22 contains 4276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686588.000000 Penalty: 37625.707031
Iteration 54Q: 19 clusters Score -4.168659e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10605 members 
Mstep: Class 3 contains 5614 members 
Mstep: Class 4 contains 11961 members 
Mstep: Class 5 contains 186862 members 
Mstep: Class 6 contains 16666 members 
Mstep: Class 8 contains 9034 members 
Mstep: Class 9 contains 3850 members 
Mstep: Class 10 contains 9003 members 
Mstep: Class 12 contains 7739 members 
Mstep: Class 13 contains 8670 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 18276 members 
Mstep: Class 17 contains 43648 members 
Mstep: Class 18 contains 21291 members 
Mstep: Class 19 contains 805 members 
Mstep: Class 20 contains 17680 members 
Mstep: Class 21 contains 4572 members 
Mstep: Class 22 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686752.000000 Penalty: 37625.707031
Iteration 55Q: 19 clusters Score -4.168675e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10582 members 
Mstep: Class 3 contains 5612 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 187134 members 
Mstep: Class 6 contains 16732 members 
Mstep: Class 8 contains 8830 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 9264 members 
Mstep: Class 12 contains 7706 members 
Mstep: Class 13 contains 8660 members 
Mstep: Class 15 contains 5293 members 
Mstep: Class 16 contains 18342 members 
Mstep: Class 17 contains 43279 members 
Mstep: Class 18 contains 21345 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 17620 members 
Mstep: Class 21 contains 4582 members 
Mstep: Class 22 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686764.000000 Penalty: 37625.707031
Iteration 56Q: 19 clusters Score -4.168676e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 5590 members 
Mstep: Class 4 contains 12041 members 
Mstep: Class 5 contains 187436 members 
Mstep: Class 6 contains 16798 members 
Mstep: Class 8 contains 8647 members 
Mstep: Class 9 contains 3906 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 12 contains 7673 members 
Mstep: Class 13 contains 8648 members 
Mstep: Class 15 contains 5214 members 
Mstep: Class 16 contains 18396 members 
Mstep: Class 17 contains 42913 members 
Mstep: Class 18 contains 21385 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 17579 members 
Mstep: Class 21 contains 4590 members 
Mstep: Class 22 contains 4258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686796.000000 Penalty: 37625.707031
Iteration 57Q: 19 clusters Score -4.16868e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 5564 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 187724 members 
Mstep: Class 6 contains 16858 members 
Mstep: Class 8 contains 8486 members 
Mstep: Class 9 contains 3925 members 
Mstep: Class 10 contains 9702 members 
Mstep: Class 12 contains 7642 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 18462 members 
Mstep: Class 17 contains 42546 members 
Mstep: Class 18 contains 21447 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 17532 members 
Mstep: Class 21 contains 4598 members 
Mstep: Class 22 contains 4248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687064.000000 Penalty: 37625.707031
Iteration 58Q: 19 clusters Score -4.168706e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10514 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 12117 members 
Mstep: Class 5 contains 188028 members 
Mstep: Class 6 contains 16906 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 3941 members 
Mstep: Class 10 contains 9881 members 
Mstep: Class 12 contains 7616 members 
Mstep: Class 13 contains 8631 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 18514 members 
Mstep: Class 17 contains 42193 members 
Mstep: Class 18 contains 21501 members 
Mstep: Class 19 contains 757 members 
Mstep: Class 20 contains 17507 members 
Mstep: Class 21 contains 4611 members 
Mstep: Class 22 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687140.000000 Penalty: 37625.707031
Iteration 59Q: 19 clusters Score -4.168714e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10485 members 
Mstep: Class 3 contains 5581 members 
Mstep: Class 4 contains 12149 members 
Mstep: Class 5 contains 188304 members 
Mstep: Class 6 contains 16946 members 
Mstep: Class 8 contains 8145 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 10031 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 8622 members 
Mstep: Class 15 contains 5011 members 
Mstep: Class 16 contains 18561 members 
Mstep: Class 17 contains 41913 members 
Mstep: Class 18 contains 21542 members 
Mstep: Class 19 contains 749 members 
Mstep: Class 20 contains 17483 members 
Mstep: Class 21 contains 4619 members 
Mstep: Class 22 contains 4231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687208.000000 Penalty: 37625.707031
Iteration 60F: 19 clusters Score -4.168721e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10463 members 
Mstep: Class 3 contains 5586 members 
Mstep: Class 4 contains 12179 members 
Mstep: Class 5 contains 188659 members 
Mstep: Class 6 contains 16978 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 10145 members 
Mstep: Class 12 contains 7529 members 
Mstep: Class 13 contains 8609 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 18603 members 
Mstep: Class 17 contains 41639 members 
Mstep: Class 18 contains 21570 members 
Mstep: Class 19 contains 745 members 
Mstep: Class 20 contains 17444 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 4222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687000.000000 Penalty: 37625.707031
Iteration 61Q: 19 clusters Score -4.1687e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10448 members 
Mstep: Class 3 contains 5592 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 189003 members 
Mstep: Class 6 contains 17009 members 
Mstep: Class 8 contains 7872 members 
Mstep: Class 9 contains 3981 members 
Mstep: Class 10 contains 10239 members 
Mstep: Class 12 contains 7487 members 
Mstep: Class 13 contains 8591 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 18630 members 
Mstep: Class 17 contains 41384 members 
Mstep: Class 18 contains 21604 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 17416 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 4215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686988.000000 Penalty: 37625.707031
Iteration 62Q: 19 clusters Score -4.168699e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10432 members 
Mstep: Class 3 contains 5595 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 189300 members 
Mstep: Class 6 contains 17046 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 3992 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 8584 members 
Mstep: Class 15 contains 4850 members 
Mstep: Class 16 contains 18658 members 
Mstep: Class 17 contains 41128 members 
Mstep: Class 18 contains 21644 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 17395 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 4216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686956.000000 Penalty: 37625.707031
Iteration 63Q: 19 clusters Score -4.168696e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10415 members 
Mstep: Class 3 contains 5612 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 189623 members 
Mstep: Class 6 contains 17082 members 
Mstep: Class 8 contains 7597 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 10399 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 8581 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 18686 members 
Mstep: Class 17 contains 40862 members 
Mstep: Class 18 contains 21666 members 
Mstep: Class 19 contains 716 members 
Mstep: Class 20 contains 17356 members 
Mstep: Class 21 contains 4633 members 
Mstep: Class 22 contains 4215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686988.000000 Penalty: 37625.707031
Iteration 64Q: 19 clusters Score -4.168699e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10400 members 
Mstep: Class 3 contains 5630 members 
Mstep: Class 4 contains 12251 members 
Mstep: Class 5 contains 189846 members 
Mstep: Class 6 contains 17126 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 4004 members 
Mstep: Class 10 contains 10471 members 
Mstep: Class 12 contains 7432 members 
Mstep: Class 13 contains 8573 members 
Mstep: Class 15 contains 4767 members 
Mstep: Class 16 contains 18721 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 21692 members 
Mstep: Class 19 contains 714 members 
Mstep: Class 20 contains 17330 members 
Mstep: Class 21 contains 4637 members 
Mstep: Class 22 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686868.000000 Penalty: 37625.707031
Iteration 65Q: 19 clusters Score -4.168687e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10382 members 
Mstep: Class 3 contains 5656 members 
Mstep: Class 4 contains 12281 members 
Mstep: Class 5 contains 190026 members 
Mstep: Class 6 contains 17156 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 4011 members 
Mstep: Class 10 contains 10528 members 
Mstep: Class 12 contains 7420 members 
Mstep: Class 13 contains 8567 members 
Mstep: Class 15 contains 4734 members 
Mstep: Class 16 contains 18753 members 
Mstep: Class 17 contains 40414 members 
Mstep: Class 18 contains 21713 members 
Mstep: Class 19 contains 707 members 
Mstep: Class 20 contains 17306 members 
Mstep: Class 21 contains 4642 members 
Mstep: Class 22 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686828.000000 Penalty: 37625.707031
Iteration 66Q: 19 clusters Score -4.168683e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10371 members 
Mstep: Class 3 contains 5672 members 
Mstep: Class 4 contains 12309 members 
Mstep: Class 5 contains 190249 members 
Mstep: Class 6 contains 17182 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 10576 members 
Mstep: Class 12 contains 7401 members 
Mstep: Class 13 contains 8561 members 
Mstep: Class 15 contains 4698 members 
Mstep: Class 16 contains 18772 members 
Mstep: Class 17 contains 40221 members 
Mstep: Class 18 contains 21720 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 17278 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686960.000000 Penalty: 37625.707031
Iteration 67Q: 19 clusters Score -4.168696e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10369 members 
Mstep: Class 3 contains 5693 members 
Mstep: Class 4 contains 12331 members 
Mstep: Class 5 contains 190436 members 
Mstep: Class 6 contains 17216 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 10609 members 
Mstep: Class 12 contains 7385 members 
Mstep: Class 13 contains 8556 members 
Mstep: Class 15 contains 4678 members 
Mstep: Class 16 contains 18792 members 
Mstep: Class 17 contains 40046 members 
Mstep: Class 18 contains 21730 members 
Mstep: Class 19 contains 696 members 
Mstep: Class 20 contains 17242 members 
Mstep: Class 21 contains 4641 members 
Mstep: Class 22 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686948.000000 Penalty: 37625.707031
Iteration 68Q: 19 clusters Score -4.168695e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10362 members 
Mstep: Class 3 contains 5719 members 
Mstep: Class 4 contains 12342 members 
Mstep: Class 5 contains 190620 members 
Mstep: Class 6 contains 17246 members 
Mstep: Class 8 contains 7233 members 
Mstep: Class 9 contains 4024 members 
Mstep: Class 10 contains 10640 members 
Mstep: Class 12 contains 7368 members 
Mstep: Class 13 contains 8551 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 16 contains 18821 members 
Mstep: Class 17 contains 39872 members 
Mstep: Class 18 contains 21735 members 
Mstep: Class 19 contains 697 members 
Mstep: Class 20 contains 17217 members 
Mstep: Class 21 contains 4639 members 
Mstep: Class 22 contains 4193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687008.000000 Penalty: 37625.707031
Iteration 69Q: 19 clusters Score -4.168701e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10362 members 
Mstep: Class 3 contains 5739 members 
Mstep: Class 4 contains 12349 members 
Mstep: Class 5 contains 190801 members 
Mstep: Class 6 contains 17273 members 
Mstep: Class 8 contains 7170 members 
Mstep: Class 9 contains 4027 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 12 contains 7355 members 
Mstep: Class 13 contains 8545 members 
Mstep: Class 15 contains 4623 members 
Mstep: Class 16 contains 18846 members 
Mstep: Class 17 contains 39696 members 
Mstep: Class 18 contains 21752 members 
Mstep: Class 19 contains 696 members 
Mstep: Class 20 contains 17191 members 
Mstep: Class 21 contains 4639 members 
Mstep: Class 22 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686884.000000 Penalty: 37625.707031
Iteration 70Q: 19 clusters Score -4.168688e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10362 members 
Mstep: Class 3 contains 5770 members 
Mstep: Class 4 contains 12356 members 
Mstep: Class 5 contains 191002 members 
Mstep: Class 6 contains 17295 members 
Mstep: Class 8 contains 7105 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 10701 members 
Mstep: Class 12 contains 7335 members 
Mstep: Class 13 contains 8543 members 
Mstep: Class 15 contains 4596 members 
Mstep: Class 16 contains 18864 members 
Mstep: Class 17 contains 39522 members 
Mstep: Class 18 contains 21760 members 
Mstep: Class 19 contains 694 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 4639 members 
Mstep: Class 22 contains 4187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686840.000000 Penalty: 37625.707031
Iteration 71Q: 19 clusters Score -4.168684e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10357 members 
Mstep: Class 3 contains 5793 members 
Mstep: Class 4 contains 12360 members 
Mstep: Class 5 contains 191225 members 
Mstep: Class 6 contains 17315 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 4033 members 
Mstep: Class 10 contains 10729 members 
Mstep: Class 12 contains 7310 members 
Mstep: Class 13 contains 8536 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 18885 members 
Mstep: Class 17 contains 39364 members 
Mstep: Class 18 contains 21763 members 
Mstep: Class 19 contains 693 members 
Mstep: Class 20 contains 17145 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 22 contains 4184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686840.000000 Penalty: 37625.707031
Iteration 72Q: 19 clusters Score -4.168684e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 5808 members 
Mstep: Class 4 contains 12364 members 
Mstep: Class 5 contains 191429 members 
Mstep: Class 6 contains 17337 members 
Mstep: Class 8 contains 6948 members 
Mstep: Class 9 contains 4033 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 12 contains 7292 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 15 contains 4562 members 
Mstep: Class 16 contains 18905 members 
Mstep: Class 17 contains 39225 members 
Mstep: Class 18 contains 21767 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 17126 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 22 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686832.000000 Penalty: 37625.707031
Iteration 73Q: 19 clusters Score -4.168683e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10330 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 12365 members 
Mstep: Class 5 contains 191618 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 8 contains 6886 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 10758 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 18930 members 
Mstep: Class 17 contains 39089 members 
Mstep: Class 18 contains 21775 members 
Mstep: Class 19 contains 691 members 
Mstep: Class 20 contains 17090 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686848.000000 Penalty: 37625.707031
Iteration 74Q: 19 clusters Score -4.168685e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 4 contains 12366 members 
Mstep: Class 5 contains 191767 members 
Mstep: Class 6 contains 17388 members 
Mstep: Class 8 contains 6821 members 
Mstep: Class 9 contains 4038 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 12 contains 7267 members 
Mstep: Class 13 contains 8528 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 16 contains 18952 members 
Mstep: Class 17 contains 38977 members 
Mstep: Class 18 contains 21789 members 
Mstep: Class 19 contains 691 members 
Mstep: Class 20 contains 17056 members 
Mstep: Class 21 contains 4626 members 
Mstep: Class 22 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686800.000000 Penalty: 37625.707031
Iteration 75Q: 19 clusters Score -4.16868e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 5885 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 191890 members 
Mstep: Class 6 contains 17416 members 
Mstep: Class 8 contains 6760 members 
Mstep: Class 9 contains 4047 members 
Mstep: Class 10 contains 10794 members 
Mstep: Class 12 contains 7251 members 
Mstep: Class 13 contains 8524 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 18968 members 
Mstep: Class 17 contains 38884 members 
Mstep: Class 18 contains 21798 members 
Mstep: Class 19 contains 691 members 
Mstep: Class 20 contains 17029 members 
Mstep: Class 21 contains 4626 members 
Mstep: Class 22 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686796.000000 Penalty: 37625.707031
Iteration 76Q: 19 clusters Score -4.16868e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 12372 members 
Mstep: Class 5 contains 192022 members 
Mstep: Class 6 contains 17430 members 
Mstep: Class 8 contains 6708 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 10813 members 
Mstep: Class 12 contains 7235 members 
Mstep: Class 13 contains 8519 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 18975 members 
Mstep: Class 17 contains 38807 members 
Mstep: Class 18 contains 21798 members 
Mstep: Class 19 contains 690 members 
Mstep: Class 20 contains 16991 members 
Mstep: Class 21 contains 4629 members 
Mstep: Class 22 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686820.000000 Penalty: 37625.707031
Iteration 77Q: 19 clusters Score -4.168682e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 12377 members 
Mstep: Class 5 contains 192136 members 
Mstep: Class 6 contains 17443 members 
Mstep: Class 8 contains 6655 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 10820 members 
Mstep: Class 12 contains 7224 members 
Mstep: Class 13 contains 8517 members 
Mstep: Class 15 contains 4473 members 
Mstep: Class 16 contains 18981 members 
Mstep: Class 17 contains 38746 members 
Mstep: Class 18 contains 21800 members 
Mstep: Class 19 contains 690 members 
Mstep: Class 20 contains 16960 members 
Mstep: Class 21 contains 4630 members 
Mstep: Class 22 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41686888.000000 Penalty: 37625.707031
Iteration 78Q: 19 clusters Score -4.168689e+07 nChanged 296
Entering ConstructFrom: 
Score: -41686888.000000 Penalty: 37625.707031
Entering ConstructFrom: 
Trying to split cluster 2 (10310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Entering Unmasked Estep 
Score: -1090011.500000 Penalty: 1501.641357
	Iteration 0F: 2 clusters Score -1090012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1082659.500000 Penalty: 3003.282715
	Iteration 0F: 3 clusters Score -1082660 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1085096.875000 Penalty: 3003.282715
	Iteration 1F: 3 clusters Score -1085097 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1085487.625000 Penalty: 3003.282715
	Iteration 2F: 3 clusters Score -1085488 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1085862.625000 Penalty: 3003.282715
	Iteration 3F: 3 clusters Score -1085863 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1086141.500000 Penalty: 3003.282715
	Iteration 4F: 3 clusters Score -1086142 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1086362.375000 Penalty: 3003.282715
	Iteration 5Q: 3 clusters Score -1086362 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1086550.000000 Penalty: 3003.282715
	Iteration 6Q: 3 clusters Score -1086550 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1086721.625000 Penalty: 3003.282715
	Iteration 7Q: 3 clusters Score -1086722 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1086913.750000 Penalty: 3003.282715
	Iteration 8Q: 3 clusters Score -1086914 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1087099.625000 Penalty: 3003.282715
	Iteration 9Q: 3 clusters Score -1087100 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1087288.375000 Penalty: 3003.282715
	Iteration 10Q: 3 clusters Score -1087288 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1087474.250000 Penalty: 3003.282715
	Iteration 11Q: 3 clusters Score -1087474 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1087647.875000 Penalty: 3003.282715
	Iteration 12Q: 3 clusters Score -1087648 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1087851.625000 Penalty: 3003.282715
	Iteration 13Q: 3 clusters Score -1087852 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1088064.750000 Penalty: 3003.282715
	Iteration 14Q: 3 clusters Score -1088065 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1088276.250000 Penalty: 3003.282715
	Iteration 15Q: 3 clusters Score -1088276 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1088473.125000 Penalty: 3003.282715
	Iteration 16Q: 3 clusters Score -1088473 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1088671.375000 Penalty: 3003.282715
	Iteration 17Q: 3 clusters Score -1088671 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1088882.875000 Penalty: 3003.282715
	Iteration 18Q: 3 clusters Score -1088883 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1089037.500000 Penalty: 3003.282715
	Iteration 19Q: 3 clusters Score -1089038 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1089151.750000 Penalty: 3003.282715
	Iteration 20F: 3 clusters Score -1089152 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1089252.250000 Penalty: 3003.282715
	Iteration 21Q: 3 clusters Score -1089252 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1089329.125000 Penalty: 3003.282715
	Iteration 22Q: 3 clusters Score -1089329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1089381.625000 Penalty: 3003.282715
	Iteration 23Q: 3 clusters Score -1089382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1089418.750000 Penalty: 3003.282715
	Iteration 24Q: 3 clusters Score -1089419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1089455.750000 Penalty: 3003.282715
	Iteration 25Q: 3 clusters Score -1089456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1089479.875000 Penalty: 3003.282715
	Iteration 26Q: 3 clusters Score -1089480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1089492.375000 Penalty: 3003.282715
	Iteration 27Q: 3 clusters Score -1089492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1089504.625000 Penalty: 3003.282715
	Iteration 28Q: 3 clusters Score -1089505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1089513.000000 Penalty: 3003.282715
	Iteration 29Q: 3 clusters Score -1089513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1089526.000000 Penalty: 3003.282715
	Iteration 30Q: 3 clusters Score -1089526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1089536.125000 Penalty: 3003.282715
	Iteration 31Q: 3 clusters Score -1089536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1089545.125000 Penalty: 3003.282715
	Iteration 32Q: 3 clusters Score -1089545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1089549.375000 Penalty: 3003.282715
	Iteration 33Q: 3 clusters Score -1089549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1089550.875000 Penalty: 3003.282715
	Iteration 34Q: 3 clusters Score -1089551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1089551.375000 Penalty: 3003.282715
	Iteration 35Q: 3 clusters Score -1089551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1089552.500000 Penalty: 3003.282715
	Iteration 36Q: 3 clusters Score -1089552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1089552.500000 Penalty: 3003.282715
	Iteration 37F: 3 clusters Score -1089552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Entering Unmasked Estep 
Score: -665070.312500 Penalty: 1413.128540
	Iteration 0F: 2 clusters Score -665070.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -660472.875000 Penalty: 2826.257080
	Iteration 0F: 3 clusters Score -660472.9 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -661753.250000 Penalty: 2826.257080
	Iteration 1F: 3 clusters Score -661753.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -661903.125000 Penalty: 2826.257080
	Iteration 2F: 3 clusters Score -661903.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -662000.125000 Penalty: 2826.257080
	Iteration 3Q: 3 clusters Score -662000.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -662071.187500 Penalty: 2826.257080
	Iteration 4Q: 3 clusters Score -662071.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -662135.187500 Penalty: 2826.257080
	Iteration 5Q: 3 clusters Score -662135.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -662205.312500 Penalty: 2826.257080
	Iteration 6Q: 3 clusters Score -662205.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -662257.625000 Penalty: 2826.257080
	Iteration 7Q: 3 clusters Score -662257.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -662295.937500 Penalty: 2826.257080
	Iteration 8Q: 3 clusters Score -662295.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -662334.437500 Penalty: 2826.257080
	Iteration 9Q: 3 clusters Score -662334.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -662366.500000 Penalty: 2826.257080
	Iteration 10Q: 3 clusters Score -662366.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -662396.000000 Penalty: 2826.257080
	Iteration 11Q: 3 clusters Score -662396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -662422.250000 Penalty: 2826.257080
	Iteration 12Q: 3 clusters Score -662422.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -662453.750000 Penalty: 2826.257080
	Iteration 13Q: 3 clusters Score -662453.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -662495.250000 Penalty: 2826.257080
	Iteration 14Q: 3 clusters Score -662495.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -662531.125000 Penalty: 2826.257080
	Iteration 15Q: 3 clusters Score -662531.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -662573.562500 Penalty: 2826.257080
	Iteration 16Q: 3 clusters Score -662573.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -662618.250000 Penalty: 2826.257080
	Iteration 17Q: 3 clusters Score -662618.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -662669.312500 Penalty: 2826.257080
	Iteration 18Q: 3 clusters Score -662669.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -662730.625000 Penalty: 2826.257080
	Iteration 19Q: 3 clusters Score -662730.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -662813.250000 Penalty: 2826.257080
	Iteration 20F: 3 clusters Score -662813.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -662897.375000 Penalty: 2826.257080
	Iteration 21Q: 3 clusters Score -662897.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -662992.687500 Penalty: 2826.257080
	Iteration 22Q: 3 clusters Score -662992.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -663096.187500 Penalty: 2826.257080
	Iteration 23Q: 3 clusters Score -663096.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -663201.500000 Penalty: 2826.257080
	Iteration 24Q: 3 clusters Score -663201.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -663302.000000 Penalty: 2826.257080
	Iteration 25Q: 3 clusters Score -663302 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -663395.500000 Penalty: 2826.257080
	Iteration 26Q: 3 clusters Score -663395.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -663469.937500 Penalty: 2826.257080
	Iteration 27Q: 3 clusters Score -663469.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -663536.875000 Penalty: 2826.257080
	Iteration 28Q: 3 clusters Score -663536.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -663598.437500 Penalty: 2826.257080
	Iteration 29Q: 3 clusters Score -663598.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -663646.687500 Penalty: 2826.257080
	Iteration 30Q: 3 clusters Score -663646.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -663683.312500 Penalty: 2826.257080
	Iteration 31Q: 3 clusters Score -663683.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -663711.187500 Penalty: 2826.257080
	Iteration 32Q: 3 clusters Score -663711.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -663735.125000 Penalty: 2826.257080
	Iteration 33Q: 3 clusters Score -663735.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -663754.312500 Penalty: 2826.257080
	Iteration 34Q: 3 clusters Score -663754.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -663768.937500 Penalty: 2826.257080
	Iteration 35Q: 3 clusters Score -663768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -663776.250000 Penalty: 2826.257080
	Iteration 36Q: 3 clusters Score -663776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -663780.875000 Penalty: 2826.257080
	Iteration 37Q: 3 clusters Score -663780.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -663784.000000 Penalty: 2826.257080
	Iteration 38Q: 3 clusters Score -663784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -663784.625000 Penalty: 2826.257080
	Iteration 39Q: 3 clusters Score -663784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -663788.750000 Penalty: 2826.257080
	Iteration 40F: 3 clusters Score -663788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -663792.000000 Penalty: 2826.257080
	Iteration 41Q: 3 clusters Score -663792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -663795.375000 Penalty: 2826.257080
	Iteration 42Q: 3 clusters Score -663795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -663796.062500 Penalty: 2826.257080
	Iteration 43Q: 3 clusters Score -663796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -663798.312500 Penalty: 2826.257080
	Iteration 44Q: 3 clusters Score -663798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -663799.375000 Penalty: 2826.257080
	Iteration 45Q: 3 clusters Score -663799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -663802.500000 Penalty: 2826.257080
	Iteration 46Q: 3 clusters Score -663802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -663804.062500 Penalty: 2826.257080
	Iteration 47Q: 3 clusters Score -663804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -663808.750000 Penalty: 2826.257080
	Iteration 48Q: 3 clusters Score -663808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -663810.125000 Penalty: 2826.257080
	Iteration 49Q: 3 clusters Score -663810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -663810.437500 Penalty: 2826.257080
	Iteration 50Q: 3 clusters Score -663810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -663812.000000 Penalty: 2826.257080
	Iteration 51Q: 3 clusters Score -663812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -663812.437500 Penalty: 2826.257080
	Iteration 52Q: 3 clusters Score -663812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -663814.437500 Penalty: 2826.257080
	Iteration 53Q: 3 clusters Score -663814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -663814.875000 Penalty: 2826.257080
	Iteration 54Q: 3 clusters Score -663814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -663815.750000 Penalty: 2826.257080
	Iteration 55Q: 3 clusters Score -663815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -663815.750000 Penalty: 2826.257080
	Iteration 56F: 3 clusters Score -663815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Entering Unmasked Estep 
Score: -1400816.500000 Penalty: 1531.386841
	Iteration 0F: 2 clusters Score -1400816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1392128.250000 Penalty: 3062.773682
	Iteration 0F: 3 clusters Score -1392128 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1395166.125000 Penalty: 3062.773682
	Iteration 1F: 3 clusters Score -1395166 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1395627.375000 Penalty: 3062.773682
	Iteration 2F: 3 clusters Score -1395627 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1396166.750000 Penalty: 3062.773682
	Iteration 3F: 3 clusters Score -1396167 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1396823.625000 Penalty: 3062.773682
	Iteration 4F: 3 clusters Score -1396824 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1397512.375000 Penalty: 3062.773682
	Iteration 5F: 3 clusters Score -1397512 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1398184.750000 Penalty: 3062.773682
	Iteration 6F: 3 clusters Score -1398185 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1398737.500000 Penalty: 3062.773682
	Iteration 7F: 3 clusters Score -1398738 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1399110.000000 Penalty: 3062.773682
	Iteration 8Q: 3 clusters Score -1399110 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1399371.000000 Penalty: 3062.773682
	Iteration 9Q: 3 clusters Score -1399371 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1399562.375000 Penalty: 3062.773682
	Iteration 10Q: 3 clusters Score -1399562 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1399703.875000 Penalty: 3062.773682
	Iteration 11Q: 3 clusters Score -1399704 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1399811.000000 Penalty: 3062.773682
	Iteration 12Q: 3 clusters Score -1399811 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1399910.000000 Penalty: 3062.773682
	Iteration 13Q: 3 clusters Score -1399910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1399988.125000 Penalty: 3062.773682
	Iteration 14Q: 3 clusters Score -1399988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1400036.500000 Penalty: 3062.773682
	Iteration 15Q: 3 clusters Score -1400036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1400063.750000 Penalty: 3062.773682
	Iteration 16Q: 3 clusters Score -1400064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1400092.500000 Penalty: 3062.773682
	Iteration 17Q: 3 clusters Score -1400092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1400108.125000 Penalty: 3062.773682
	Iteration 18Q: 3 clusters Score -1400108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1400125.375000 Penalty: 3062.773682
	Iteration 19Q: 3 clusters Score -1400125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1400139.000000 Penalty: 3062.773682
	Iteration 20F: 3 clusters Score -1400139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1400152.625000 Penalty: 3062.773682
	Iteration 21Q: 3 clusters Score -1400153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1400157.125000 Penalty: 3062.773682
	Iteration 22Q: 3 clusters Score -1400157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1400165.750000 Penalty: 3062.773682
	Iteration 23Q: 3 clusters Score -1400166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1400170.125000 Penalty: 3062.773682
	Iteration 24Q: 3 clusters Score -1400170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1400173.125000 Penalty: 3062.773682
	Iteration 25Q: 3 clusters Score -1400173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1400173.000000 Penalty: 3062.773682
	Iteration 26Q: 3 clusters Score -1400173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1400175.000000 Penalty: 3062.773682
	Iteration 27Q: 3 clusters Score -1400175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1400176.750000 Penalty: 3062.773682
	Iteration 28Q: 3 clusters Score -1400177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1400176.000000 Penalty: 3062.773682
	Iteration 29Q: 3 clusters Score -1400176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1400175.625000 Penalty: 3062.773682
	Iteration 30Q: 3 clusters Score -1400176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1400180.500000 Penalty: 3062.773682
	Iteration 31Q: 3 clusters Score -1400180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1400181.500000 Penalty: 3062.773682
	Iteration 32Q: 3 clusters Score -1400182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1400182.750000 Penalty: 3062.773682
	Iteration 33Q: 3 clusters Score -1400183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1400183.000000 Penalty: 3062.773682
	Iteration 34Q: 3 clusters Score -1400183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1400183.375000 Penalty: 3062.773682
	Iteration 35Q: 3 clusters Score -1400183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1400183.500000 Penalty: 3062.773682
	Iteration 36Q: 3 clusters Score -1400184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1400186.375000 Penalty: 3062.773682
	Iteration 37Q: 3 clusters Score -1400186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1400184.750000 Penalty: 3062.773682
	Iteration 38Q: 3 clusters Score -1400185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1400184.750000 Penalty: 3062.773682
	Iteration 39F: 3 clusters Score -1400185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (192262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192262 members 
Entering Unmasked Estep 
Score: -21059694.000000 Penalty: 1977.074829
	Iteration 0F: 2 clusters Score -2.105969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -20950658.000000 Penalty: 3954.149658
	Iteration 0F: 3 clusters Score -2.095066e+07 nChanged 92897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -21005902.000000 Penalty: 3954.149658
	Iteration 1F: 3 clusters Score -2.10059e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -21007328.000000 Penalty: 3954.149658
	Iteration 2Q: 3 clusters Score -2.100733e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 110925 members 
Entering Unmasked Estep 
Score: -21009368.000000 Penalty: 3954.149658
	Iteration 3Q: 3 clusters Score -2.100937e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -21012506.000000 Penalty: 3954.149658
	Iteration 4Q: 3 clusters Score -2.101251e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -21017962.000000 Penalty: 3954.149658
	Iteration 5F: 3 clusters Score -2.101796e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 142565 members 
Entering Unmasked Estep 
Score: -21026382.000000 Penalty: 3954.149658
	Iteration 6F: 3 clusters Score -2.102638e+07 nChanged 14414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -21036272.000000 Penalty: 3954.149658
	Iteration 7F: 3 clusters Score -2.103627e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 169658 members 
Entering Unmasked Estep 
Score: -21045364.000000 Penalty: 3954.149658
	Iteration 8F: 3 clusters Score -2.104536e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 179006 members 
Entering Unmasked Estep 
Score: -21051194.000000 Penalty: 3954.149658
	Iteration 9Q: 3 clusters Score -2.105119e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 184787 members 
Entering Unmasked Estep 
Score: -21054268.000000 Penalty: 3954.149658
	Iteration 10Q: 3 clusters Score -2.105427e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 188020 members 
Entering Unmasked Estep 
Score: -21055958.000000 Penalty: 3954.149658
	Iteration 11Q: 3 clusters Score -2.105596e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 189721 members 
Entering Unmasked Estep 
Score: -21056714.000000 Penalty: 3954.149658
	Iteration 12Q: 3 clusters Score -2.105671e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 190631 members 
Entering Unmasked Estep 
Score: -21057256.000000 Penalty: 3954.149658
	Iteration 13Q: 3 clusters Score -2.105726e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 191129 members 
Entering Unmasked Estep 
Score: -21057536.000000 Penalty: 3954.149658
	Iteration 14Q: 3 clusters Score -2.105754e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 191381 members 
Entering Unmasked Estep 
Score: -21057670.000000 Penalty: 3954.149658
	Iteration 15Q: 3 clusters Score -2.105767e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 191525 members 
Entering Unmasked Estep 
Score: -21057742.000000 Penalty: 3954.149658
	Iteration 16Q: 3 clusters Score -2.105774e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 191594 members 
Entering Unmasked Estep 
Score: -21057802.000000 Penalty: 3954.149658
	Iteration 17Q: 3 clusters Score -2.10578e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 191641 members 
Entering Unmasked Estep 
Score: -21057814.000000 Penalty: 3954.149658
	Iteration 18Q: 3 clusters Score -2.105781e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 191678 members 
Entering Unmasked Estep 
Score: -21057842.000000 Penalty: 3954.149658
	Iteration 19Q: 3 clusters Score -2.105784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 191709 members 
Entering Unmasked Estep 
Score: -21057848.000000 Penalty: 3954.149658
	Iteration 20F: 3 clusters Score -2.105785e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 191723 members 
Entering Unmasked Estep 
Score: -21057892.000000 Penalty: 3954.149658
	Iteration 21Q: 3 clusters Score -2.105789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 191730 members 
Entering Unmasked Estep 
Score: -21057904.000000 Penalty: 3954.149658
	Iteration 22Q: 3 clusters Score -2.10579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 191737 members 
Entering Unmasked Estep 
Score: -21057918.000000 Penalty: 3954.149658
	Iteration 23Q: 3 clusters Score -2.105792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 191750 members 
Entering Unmasked Estep 
Score: -21057936.000000 Penalty: 3954.149658
	Iteration 24Q: 3 clusters Score -2.105794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 191762 members 
Entering Unmasked Estep 
Score: -21057956.000000 Penalty: 3954.149658
	Iteration 25Q: 3 clusters Score -2.105796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 191765 members 
Entering Unmasked Estep 
Score: -21057956.000000 Penalty: 3954.149658
	Iteration 26Q: 3 clusters Score -2.105796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 191765 members 
Entering Unmasked Estep 
Score: -21057964.000000 Penalty: 3954.149658
	Iteration 27Q: 3 clusters Score -2.105796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 191769 members 
Entering Unmasked Estep 
Score: -21057976.000000 Penalty: 3954.149658
	Iteration 28Q: 3 clusters Score -2.105798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 191767 members 
Entering Unmasked Estep 
Score: -21057992.000000 Penalty: 3954.149658
	Iteration 29Q: 3 clusters Score -2.105799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 191768 members 
Entering Unmasked Estep 
Score: -21057988.000000 Penalty: 3954.149658
	Iteration 30Q: 3 clusters Score -2.105799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 191767 members 
Entering Unmasked Estep 
Score: -21057986.000000 Penalty: 3954.149658
	Iteration 31Q: 3 clusters Score -2.105799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 191770 members 
Entering Unmasked Estep 
Score: -21057990.000000 Penalty: 3954.149658
	Iteration 32Q: 3 clusters Score -2.105799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 191771 members 
Entering Unmasked Estep 
Score: -21057986.000000 Penalty: 3954.149658
	Iteration 33Q: 3 clusters Score -2.105799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 191771 members 
Entering Unmasked Estep 
Score: -21057984.000000 Penalty: 3954.149658
	Iteration 34Q: 3 clusters Score -2.105798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 191774 members 
Entering Unmasked Estep 
Score: -21057990.000000 Penalty: 3954.149658
	Iteration 35Q: 3 clusters Score -2.105799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 191776 members 
Entering Unmasked Estep 
Score: -21057998.000000 Penalty: 3954.149658
	Iteration 36Q: 3 clusters Score -2.1058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 191777 members 
Entering Unmasked Estep 
Score: -21057994.000000 Penalty: 3954.149658
	Iteration 37Q: 3 clusters Score -2.105799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 191780 members 
Entering Unmasked Estep 
Score: -21057998.000000 Penalty: 3954.149658
	Iteration 38Q: 3 clusters Score -2.1058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 191783 members 
Entering Unmasked Estep 
Score: -21057996.000000 Penalty: 3954.149658
	Iteration 39Q: 3 clusters Score -2.1058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 191784 members 
Entering Unmasked Estep 
Score: -21057990.000000 Penalty: 3954.149658
	Iteration 40F: 3 clusters Score -2.105799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 191786 members 
Entering Unmasked Estep 
Score: -21057996.000000 Penalty: 3954.149658
	Iteration 41Q: 3 clusters Score -2.1058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 191788 members 
Entering Unmasked Estep 
Score: -21058012.000000 Penalty: 3954.149658
	Iteration 42Q: 3 clusters Score -2.105801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 191785 members 
Entering Unmasked Estep 
Score: -21058012.000000 Penalty: 3954.149658
	Iteration 43Q: 3 clusters Score -2.105801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 191785 members 
Entering Unmasked Estep 
Score: -21058002.000000 Penalty: 3954.149658
	Iteration 44Q: 3 clusters Score -2.1058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 191787 members 
Entering Unmasked Estep 
Score: -21058014.000000 Penalty: 3954.149658
	Iteration 45Q: 3 clusters Score -2.105801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 191786 members 
Entering Unmasked Estep 
Score: -21058010.000000 Penalty: 3954.149658
	Iteration 46Q: 3 clusters Score -2.105801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 191786 members 
Entering Unmasked Estep 
Score: -21058010.000000 Penalty: 3954.149658
	Iteration 47F: 3 clusters Score -2.105801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Entering Unmasked Estep 
Score: -1974630.750000 Penalty: 1587.180908
	Iteration 0F: 2 clusters Score -1974631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1962721.125000 Penalty: 3174.361816
	Iteration 0F: 3 clusters Score -1962721 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1966885.625000 Penalty: 3174.361816
	Iteration 1F: 3 clusters Score -1966886 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1967261.125000 Penalty: 3174.361816
	Iteration 2F: 3 clusters Score -1967261 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1967624.375000 Penalty: 3174.361816
	Iteration 3Q: 3 clusters Score -1967624 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1967971.000000 Penalty: 3174.361816
	Iteration 4Q: 3 clusters Score -1967971 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1968393.000000 Penalty: 3174.361816
	Iteration 5Q: 3 clusters Score -1968393 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1968929.125000 Penalty: 3174.361816
	Iteration 6F: 3 clusters Score -1968929 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1969622.750000 Penalty: 3174.361816
	Iteration 7F: 3 clusters Score -1969623 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1970431.750000 Penalty: 3174.361816
	Iteration 8F: 3 clusters Score -1970432 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1971245.125000 Penalty: 3174.361816
	Iteration 9F: 3 clusters Score -1971245 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1971955.750000 Penalty: 3174.361816
	Iteration 10Q: 3 clusters Score -1971956 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1972386.625000 Penalty: 3174.361816
	Iteration 11Q: 3 clusters Score -1972387 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1972690.875000 Penalty: 3174.361816
	Iteration 12Q: 3 clusters Score -1972691 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1972899.875000 Penalty: 3174.361816
	Iteration 13Q: 3 clusters Score -1972900 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1973039.750000 Penalty: 3174.361816
	Iteration 14Q: 3 clusters Score -1973040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1973117.625000 Penalty: 3174.361816
	Iteration 15Q: 3 clusters Score -1973118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1973164.625000 Penalty: 3174.361816
	Iteration 16Q: 3 clusters Score -1973165 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1973196.500000 Penalty: 3174.361816
	Iteration 17Q: 3 clusters Score -1973196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1973228.750000 Penalty: 3174.361816
	Iteration 18Q: 3 clusters Score -1973229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1973257.375000 Penalty: 3174.361816
	Iteration 19Q: 3 clusters Score -1973257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1973280.750000 Penalty: 3174.361816
	Iteration 20F: 3 clusters Score -1973281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1973290.000000 Penalty: 3174.361816
	Iteration 21Q: 3 clusters Score -1973290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1973309.125000 Penalty: 3174.361816
	Iteration 22Q: 3 clusters Score -1973309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1973322.625000 Penalty: 3174.361816
	Iteration 23Q: 3 clusters Score -1973323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1973330.750000 Penalty: 3174.361816
	Iteration 24Q: 3 clusters Score -1973331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1973336.375000 Penalty: 3174.361816
	Iteration 25Q: 3 clusters Score -1973336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1973347.500000 Penalty: 3174.361816
	Iteration 26Q: 3 clusters Score -1973348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1973350.750000 Penalty: 3174.361816
	Iteration 27Q: 3 clusters Score -1973351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1973353.250000 Penalty: 3174.361816
	Iteration 28Q: 3 clusters Score -1973353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1973357.500000 Penalty: 3174.361816
	Iteration 29Q: 3 clusters Score -1973358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1973360.875000 Penalty: 3174.361816
	Iteration 30Q: 3 clusters Score -1973361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1973362.250000 Penalty: 3174.361816
	Iteration 31Q: 3 clusters Score -1973362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1973360.125000 Penalty: 3174.361816
	Iteration 32Q: 3 clusters Score -1973360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1973360.625000 Penalty: 3174.361816
	Iteration 33Q: 3 clusters Score -1973361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1973365.875000 Penalty: 3174.361816
	Iteration 34Q: 3 clusters Score -1973366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1973366.250000 Penalty: 3174.361816
	Iteration 35Q: 3 clusters Score -1973366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1973369.750000 Penalty: 3174.361816
	Iteration 36Q: 3 clusters Score -1973370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1973372.750000 Penalty: 3174.361816
	Iteration 37Q: 3 clusters Score -1973373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1973377.750000 Penalty: 3174.361816
	Iteration 38Q: 3 clusters Score -1973378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1973383.875000 Penalty: 3174.361816
	Iteration 39Q: 3 clusters Score -1973384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1973386.000000 Penalty: 3174.361816
	Iteration 40F: 3 clusters Score -1973386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1973387.375000 Penalty: 3174.361816
	Iteration 41Q: 3 clusters Score -1973387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1973394.500000 Penalty: 3174.361816
	Iteration 42Q: 3 clusters Score -1973394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1973397.875000 Penalty: 3174.361816
	Iteration 43Q: 3 clusters Score -1973398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1973398.750000 Penalty: 3174.361816
	Iteration 44Q: 3 clusters Score -1973399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1973399.625000 Penalty: 3174.361816
	Iteration 45Q: 3 clusters Score -1973400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1973397.500000 Penalty: 3174.361816
	Iteration 46Q: 3 clusters Score -1973398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1973397.500000 Penalty: 3174.361816
	Iteration 47F: 3 clusters Score -1973398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Entering Unmasked Estep 
Score: -728199.000000 Penalty: 1429.232910
	Iteration 0F: 2 clusters Score -728199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -723168.562500 Penalty: 2858.465820
	Iteration 0F: 3 clusters Score -723168.6 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -724682.187500 Penalty: 2858.465820
	Iteration 1F: 3 clusters Score -724682.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -724875.437500 Penalty: 2858.465820
	Iteration 2F: 3 clusters Score -724875.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -724997.062500 Penalty: 2858.465820
	Iteration 3Q: 3 clusters Score -724997.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -725086.437500 Penalty: 2858.465820
	Iteration 4Q: 3 clusters Score -725086.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -725153.312500 Penalty: 2858.465820
	Iteration 5Q: 3 clusters Score -725153.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -725203.125000 Penalty: 2858.465820
	Iteration 6Q: 3 clusters Score -725203.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -725248.062500 Penalty: 2858.465820
	Iteration 7Q: 3 clusters Score -725248.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -725289.750000 Penalty: 2858.465820
	Iteration 8Q: 3 clusters Score -725289.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -725321.437500 Penalty: 2858.465820
	Iteration 9Q: 3 clusters Score -725321.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -725357.937500 Penalty: 2858.465820
	Iteration 10Q: 3 clusters Score -725357.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -725403.375000 Penalty: 2858.465820
	Iteration 11Q: 3 clusters Score -725403.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -725453.187500 Penalty: 2858.465820
	Iteration 12Q: 3 clusters Score -725453.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -725519.125000 Penalty: 2858.465820
	Iteration 13Q: 3 clusters Score -725519.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -725586.812500 Penalty: 2858.465820
	Iteration 14Q: 3 clusters Score -725586.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -725660.375000 Penalty: 2858.465820
	Iteration 15Q: 3 clusters Score -725660.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -725752.562500 Penalty: 2858.465820
	Iteration 16Q: 3 clusters Score -725752.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -725860.875000 Penalty: 2858.465820
	Iteration 17Q: 3 clusters Score -725860.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -726005.562500 Penalty: 2858.465820
	Iteration 18Q: 3 clusters Score -726005.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -726180.062500 Penalty: 2858.465820
	Iteration 19Q: 3 clusters Score -726180.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -726356.750000 Penalty: 2858.465820
	Iteration 20F: 3 clusters Score -726356.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -726538.187500 Penalty: 2858.465820
	Iteration 21Q: 3 clusters Score -726538.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -726657.375000 Penalty: 2858.465820
	Iteration 22Q: 3 clusters Score -726657.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -726747.812500 Penalty: 2858.465820
	Iteration 23Q: 3 clusters Score -726747.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -726806.375000 Penalty: 2858.465820
	Iteration 24Q: 3 clusters Score -726806.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -726859.375000 Penalty: 2858.465820
	Iteration 25Q: 3 clusters Score -726859.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -726889.437500 Penalty: 2858.465820
	Iteration 26Q: 3 clusters Score -726889.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -726913.625000 Penalty: 2858.465820
	Iteration 27Q: 3 clusters Score -726913.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -726933.000000 Penalty: 2858.465820
	Iteration 28Q: 3 clusters Score -726933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -726947.375000 Penalty: 2858.465820
	Iteration 29Q: 3 clusters Score -726947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -726954.812500 Penalty: 2858.465820
	Iteration 30Q: 3 clusters Score -726954.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -726966.187500 Penalty: 2858.465820
	Iteration 31Q: 3 clusters Score -726966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -726970.937500 Penalty: 2858.465820
	Iteration 32Q: 3 clusters Score -726970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -726970.937500 Penalty: 2858.465820
	Iteration 33Q: 3 clusters Score -726970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -726971.312500 Penalty: 2858.465820
	Iteration 34Q: 3 clusters Score -726971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -726971.312500 Penalty: 2858.465820
	Iteration 35F: 3 clusters Score -726971.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -448044.281250 Penalty: 1349.801636
	Iteration 0F: 2 clusters Score -448044.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -444663.031250 Penalty: 2699.603271
	Iteration 0F: 3 clusters Score -444663 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -445572.906250 Penalty: 2699.603271
	Iteration 1F: 3 clusters Score -445572.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -445739.843750 Penalty: 2699.603271
	Iteration 2F: 3 clusters Score -445739.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -445857.531250 Penalty: 2699.603271
	Iteration 3F: 3 clusters Score -445857.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -445956.187500 Penalty: 2699.603271
	Iteration 4Q: 3 clusters Score -445956.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -446037.125000 Penalty: 2699.603271
	Iteration 5Q: 3 clusters Score -446037.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -446099.468750 Penalty: 2699.603271
	Iteration 6Q: 3 clusters Score -446099.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -446149.000000 Penalty: 2699.603271
	Iteration 7Q: 3 clusters Score -446149 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -446195.843750 Penalty: 2699.603271
	Iteration 8Q: 3 clusters Score -446195.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -446244.968750 Penalty: 2699.603271
	Iteration 9Q: 3 clusters Score -446245 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -446286.750000 Penalty: 2699.603271
	Iteration 10Q: 3 clusters Score -446286.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -446326.875000 Penalty: 2699.603271
	Iteration 11Q: 3 clusters Score -446326.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -446365.750000 Penalty: 2699.603271
	Iteration 12Q: 3 clusters Score -446365.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -446403.812500 Penalty: 2699.603271
	Iteration 13Q: 3 clusters Score -446403.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -446430.562500 Penalty: 2699.603271
	Iteration 14Q: 3 clusters Score -446430.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -446459.062500 Penalty: 2699.603271
	Iteration 15Q: 3 clusters Score -446459.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -446490.750000 Penalty: 2699.603271
	Iteration 16Q: 3 clusters Score -446490.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -446525.625000 Penalty: 2699.603271
	Iteration 17Q: 3 clusters Score -446525.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -446564.625000 Penalty: 2699.603271
	Iteration 18Q: 3 clusters Score -446564.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -446595.843750 Penalty: 2699.603271
	Iteration 19Q: 3 clusters Score -446595.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -446617.593750 Penalty: 2699.603271
	Iteration 20F: 3 clusters Score -446617.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -446638.406250 Penalty: 2699.603271
	Iteration 21Q: 3 clusters Score -446638.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -446657.093750 Penalty: 2699.603271
	Iteration 22Q: 3 clusters Score -446657.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -446665.500000 Penalty: 2699.603271
	Iteration 23Q: 3 clusters Score -446665.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -446670.312500 Penalty: 2699.603271
	Iteration 24Q: 3 clusters Score -446670.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -446680.406250 Penalty: 2699.603271
	Iteration 25Q: 3 clusters Score -446680.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -446691.187500 Penalty: 2699.603271
	Iteration 26Q: 3 clusters Score -446691.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -446701.125000 Penalty: 2699.603271
	Iteration 27Q: 3 clusters Score -446701.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -446709.750000 Penalty: 2699.603271
	Iteration 28Q: 3 clusters Score -446709.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -446720.281250 Penalty: 2699.603271
	Iteration 29Q: 3 clusters Score -446720.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -446729.375000 Penalty: 2699.603271
	Iteration 30Q: 3 clusters Score -446729.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -446739.531250 Penalty: 2699.603271
	Iteration 31Q: 3 clusters Score -446739.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -446754.406250 Penalty: 2699.603271
	Iteration 32Q: 3 clusters Score -446754.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -446766.281250 Penalty: 2699.603271
	Iteration 33Q: 3 clusters Score -446766.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -446774.531250 Penalty: 2699.603271
	Iteration 34Q: 3 clusters Score -446774.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -446779.906250 Penalty: 2699.603271
	Iteration 35Q: 3 clusters Score -446779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -446783.937500 Penalty: 2699.603271
	Iteration 36Q: 3 clusters Score -446783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -446790.281250 Penalty: 2699.603271
	Iteration 37Q: 3 clusters Score -446790.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -446794.750000 Penalty: 2699.603271
	Iteration 38Q: 3 clusters Score -446794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -446797.062500 Penalty: 2699.603271
	Iteration 39Q: 3 clusters Score -446797.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -446801.093750 Penalty: 2699.603271
	Iteration 40F: 3 clusters Score -446801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -446803.375000 Penalty: 2699.603271
	Iteration 41Q: 3 clusters Score -446803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -446809.593750 Penalty: 2699.603271
	Iteration 42Q: 3 clusters Score -446809.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -446812.250000 Penalty: 2699.603271
	Iteration 43Q: 3 clusters Score -446812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -446815.687500 Penalty: 2699.603271
	Iteration 44Q: 3 clusters Score -446815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -446817.750000 Penalty: 2699.603271
	Iteration 45Q: 3 clusters Score -446817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -446820.156250 Penalty: 2699.603271
	Iteration 46Q: 3 clusters Score -446820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -446823.250000 Penalty: 2699.603271
	Iteration 47Q: 3 clusters Score -446823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -446829.000000 Penalty: 2699.603271
	Iteration 48Q: 3 clusters Score -446829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -446834.125000 Penalty: 2699.603271
	Iteration 49Q: 3 clusters Score -446834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -446836.000000 Penalty: 2699.603271
	Iteration 50Q: 3 clusters Score -446836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -446836.437500 Penalty: 2699.603271
	Iteration 51Q: 3 clusters Score -446836.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -446838.250000 Penalty: 2699.603271
	Iteration 52Q: 3 clusters Score -446838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -446840.093750 Penalty: 2699.603271
	Iteration 53Q: 3 clusters Score -446840.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -446840.625000 Penalty: 2699.603271
	Iteration 54Q: 3 clusters Score -446840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -446843.656250 Penalty: 2699.603271
	Iteration 55Q: 3 clusters Score -446843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -446848.093750 Penalty: 2699.603271
	Iteration 56Q: 3 clusters Score -446848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -446849.312500 Penalty: 2699.603271
	Iteration 57Q: 3 clusters Score -446849.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -446851.125000 Penalty: 2699.603271
	Iteration 58Q: 3 clusters Score -446851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -446851.750000 Penalty: 2699.603271
	Iteration 59Q: 3 clusters Score -446851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -446851.968750 Penalty: 2699.603271
	Iteration 60F: 3 clusters Score -446852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -446852.781250 Penalty: 2699.603271
	Iteration 61Q: 3 clusters Score -446852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -446855.812500 Penalty: 2699.603271
	Iteration 62Q: 3 clusters Score -446855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -446857.406250 Penalty: 2699.603271
	Iteration 63Q: 3 clusters Score -446857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -446858.156250 Penalty: 2699.603271
	Iteration 64Q: 3 clusters Score -446858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -446861.250000 Penalty: 2699.603271
	Iteration 65Q: 3 clusters Score -446861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -446862.562500 Penalty: 2699.603271
	Iteration 66Q: 3 clusters Score -446862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -446863.000000 Penalty: 2699.603271
	Iteration 67Q: 3 clusters Score -446863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -446863.000000 Penalty: 2699.603271
	Iteration 68F: 3 clusters Score -446863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Entering Unmasked Estep 
Score: -1215626.500000 Penalty: 1509.532227
	Iteration 0F: 2 clusters Score -1215626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1208058.500000 Penalty: 3019.064453
	Iteration 0F: 3 clusters Score -1208058 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1211202.500000 Penalty: 3019.064453
	Iteration 1F: 3 clusters Score -1211202 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1212253.125000 Penalty: 3019.064453
	Iteration 2F: 3 clusters Score -1212253 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1213234.250000 Penalty: 3019.064453
	Iteration 3F: 3 clusters Score -1213234 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1214148.375000 Penalty: 3019.064453
	Iteration 4F: 3 clusters Score -1214148 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1214917.000000 Penalty: 3019.064453
	Iteration 5F: 3 clusters Score -1214917 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1215427.625000 Penalty: 3019.064453
	Iteration 6F: 3 clusters Score -1215428 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1215720.000000 Penalty: 3019.064453
	Iteration 7Q: 3 clusters Score -1215720 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1215860.625000 Penalty: 3019.064453
	Iteration 8Q: 3 clusters Score -1215861 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1215921.750000 Penalty: 3019.064453
	Iteration 9Q: 3 clusters Score -1215922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1215949.750000 Penalty: 3019.064453
	Iteration 10Q: 3 clusters Score -1215950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1215967.875000 Penalty: 3019.064453
	Iteration 11Q: 3 clusters Score -1215968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1215986.125000 Penalty: 3019.064453
	Iteration 12Q: 3 clusters Score -1215986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1215993.625000 Penalty: 3019.064453
	Iteration 13Q: 3 clusters Score -1215994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1216001.250000 Penalty: 3019.064453
	Iteration 14Q: 3 clusters Score -1216001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1216006.625000 Penalty: 3019.064453
	Iteration 15Q: 3 clusters Score -1216007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1216008.875000 Penalty: 3019.064453
	Iteration 16Q: 3 clusters Score -1216009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1216011.250000 Penalty: 3019.064453
	Iteration 17Q: 3 clusters Score -1216011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1216011.000000 Penalty: 3019.064453
	Iteration 18Q: 3 clusters Score -1216011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1216012.250000 Penalty: 3019.064453
	Iteration 19Q: 3 clusters Score -1216012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1216013.125000 Penalty: 3019.064453
	Iteration 20F: 3 clusters Score -1216013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1216014.000000 Penalty: 3019.064453
	Iteration 21Q: 3 clusters Score -1216014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1216013.875000 Penalty: 3019.064453
	Iteration 22Q: 3 clusters Score -1216014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1216014.375000 Penalty: 3019.064453
	Iteration 23Q: 3 clusters Score -1216014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1216014.375000 Penalty: 3019.064453
	Iteration 24F: 3 clusters Score -1216014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 5980 members 
Mstep: Class 4 contains 12381 members 
Mstep: Class 5 contains 192262 members 
Mstep: Class 6 contains 17453 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 548 members 
Mstep: Class 12 contains 7214 members 
Mstep: Class 13 contains 8518 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 18988 members 
Mstep: Class 17 contains 38680 members 
Mstep: Class 18 contains 21803 members 
Mstep: Class 19 contains 690 members 
Mstep: Class 20 contains 16927 members 
Mstep: Class 21 contains 4630 members 
Mstep: Class 22 contains 4155 members 
Entering Unmasked Estep 
Score: -41686660.000000 Penalty: 39716.023438
Splitting cluster 10 changes total score from -41686888.000000 to -41686660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Entering Unmasked Estep 
Score: -762450.125000 Penalty: 1443.614014
	Iteration 0F: 2 clusters Score -762450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -757097.937500 Penalty: 2887.228027
	Iteration 0F: 3 clusters Score -757097.9 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -759018.250000 Penalty: 2887.228027
	Iteration 1F: 3 clusters Score -759018.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -759645.250000 Penalty: 2887.228027
	Iteration 2F: 3 clusters Score -759645.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -760350.625000 Penalty: 2887.228027
	Iteration 3F: 3 clusters Score -760350.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -761003.250000 Penalty: 2887.228027
	Iteration 4F: 3 clusters Score -761003.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -761394.625000 Penalty: 2887.228027
	Iteration 5F: 3 clusters Score -761394.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -761620.250000 Penalty: 2887.228027
	Iteration 6F: 3 clusters Score -761620.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -761734.125000 Penalty: 2887.228027
	Iteration 7Q: 3 clusters Score -761734.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -761796.937500 Penalty: 2887.228027
	Iteration 8Q: 3 clusters Score -761796.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -761844.062500 Penalty: 2887.228027
	Iteration 9Q: 3 clusters Score -761844.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -761873.125000 Penalty: 2887.228027
	Iteration 10Q: 3 clusters Score -761873.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -761898.625000 Penalty: 2887.228027
	Iteration 11Q: 3 clusters Score -761898.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -761921.062500 Penalty: 2887.228027
	Iteration 12Q: 3 clusters Score -761921.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -761941.062500 Penalty: 2887.228027
	Iteration 13Q: 3 clusters Score -761941.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -761955.937500 Penalty: 2887.228027
	Iteration 14Q: 3 clusters Score -761955.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -761971.750000 Penalty: 2887.228027
	Iteration 15Q: 3 clusters Score -761971.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -761978.625000 Penalty: 2887.228027
	Iteration 16Q: 3 clusters Score -761978.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -761989.562500 Penalty: 2887.228027
	Iteration 17Q: 3 clusters Score -761989.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -761997.125000 Penalty: 2887.228027
	Iteration 18Q: 3 clusters Score -761997.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -762004.062500 Penalty: 2887.228027
	Iteration 19Q: 3 clusters Score -762004.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -762013.250000 Penalty: 2887.228027
	Iteration 20F: 3 clusters Score -762013.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -762024.437500 Penalty: 2887.228027
	Iteration 21Q: 3 clusters Score -762024.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -762034.937500 Penalty: 2887.228027
	Iteration 22Q: 3 clusters Score -762034.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -762045.562500 Penalty: 2887.228027
	Iteration 23Q: 3 clusters Score -762045.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -762053.875000 Penalty: 2887.228027
	Iteration 24Q: 3 clusters Score -762053.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -762059.687500 Penalty: 2887.228027
	Iteration 25Q: 3 clusters Score -762059.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -762063.562500 Penalty: 2887.228027
	Iteration 26Q: 3 clusters Score -762063.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -762072.437500 Penalty: 2887.228027
	Iteration 27Q: 3 clusters Score -762072.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -762076.625000 Penalty: 2887.228027
	Iteration 28Q: 3 clusters Score -762076.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -762082.687500 Penalty: 2887.228027
	Iteration 29Q: 3 clusters Score -762082.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -762086.312500 Penalty: 2887.228027
	Iteration 30Q: 3 clusters Score -762086.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -762089.250000 Penalty: 2887.228027
	Iteration 31Q: 3 clusters Score -762089.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -762091.812500 Penalty: 2887.228027
	Iteration 32Q: 3 clusters Score -762091.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -762094.687500 Penalty: 2887.228027
	Iteration 33Q: 3 clusters Score -762094.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -762101.125000 Penalty: 2887.228027
	Iteration 34Q: 3 clusters Score -762101.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -762103.250000 Penalty: 2887.228027
	Iteration 35Q: 3 clusters Score -762103.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -762107.437500 Penalty: 2887.228027
	Iteration 36Q: 3 clusters Score -762107.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -762109.250000 Penalty: 2887.228027
	Iteration 37Q: 3 clusters Score -762109.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -762115.562500 Penalty: 2887.228027
	Iteration 38Q: 3 clusters Score -762115.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -762121.125000 Penalty: 2887.228027
	Iteration 39Q: 3 clusters Score -762121.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -762124.125000 Penalty: 2887.228027
	Iteration 40F: 3 clusters Score -762124.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -762129.562500 Penalty: 2887.228027
	Iteration 41Q: 3 clusters Score -762129.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -762130.437500 Penalty: 2887.228027
	Iteration 42Q: 3 clusters Score -762130.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -762135.000000 Penalty: 2887.228027
	Iteration 43Q: 3 clusters Score -762135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -762137.937500 Penalty: 2887.228027
	Iteration 44Q: 3 clusters Score -762137.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -762142.062500 Penalty: 2887.228027
	Iteration 45Q: 3 clusters Score -762142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -762145.500000 Penalty: 2887.228027
	Iteration 46Q: 3 clusters Score -762145.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -762145.625000 Penalty: 2887.228027
	Iteration 47Q: 3 clusters Score -762145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -762144.250000 Penalty: 2887.228027
	Iteration 48Q: 3 clusters Score -762144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -762147.812500 Penalty: 2887.228027
	Iteration 49Q: 3 clusters Score -762147.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -762149.312500 Penalty: 2887.228027
	Iteration 50Q: 3 clusters Score -762149.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -762153.187500 Penalty: 2887.228027
	Iteration 51Q: 3 clusters Score -762153.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -762153.875000 Penalty: 2887.228027
	Iteration 52Q: 3 clusters Score -762153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -762156.250000 Penalty: 2887.228027
	Iteration 53Q: 3 clusters Score -762156.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -762161.062500 Penalty: 2887.228027
	Iteration 54Q: 3 clusters Score -762161.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -762160.812500 Penalty: 2887.228027
	Iteration 55Q: 3 clusters Score -762160.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -762164.187500 Penalty: 2887.228027
	Iteration 56Q: 3 clusters Score -762164.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -762166.125000 Penalty: 2887.228027
	Iteration 57Q: 3 clusters Score -762166.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -762165.562500 Penalty: 2887.228027
	Iteration 58Q: 3 clusters Score -762165.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -762167.000000 Penalty: 2887.228027
	Iteration 59Q: 3 clusters Score -762167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -762170.437500 Penalty: 2887.228027
	Iteration 60F: 3 clusters Score -762170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -762170.937500 Penalty: 2887.228027
	Iteration 61Q: 3 clusters Score -762170.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -762171.000000 Penalty: 2887.228027
	Iteration 62Q: 3 clusters Score -762171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -762173.062500 Penalty: 2887.228027
	Iteration 63Q: 3 clusters Score -762173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -762174.687500 Penalty: 2887.228027
	Iteration 64Q: 3 clusters Score -762174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -762174.812500 Penalty: 2887.228027
	Iteration 65Q: 3 clusters Score -762174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -762174.375000 Penalty: 2887.228027
	Iteration 66Q: 3 clusters Score -762174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -762177.875000 Penalty: 2887.228027
	Iteration 67Q: 3 clusters Score -762177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -762175.062500 Penalty: 2887.228027
	Iteration 68Q: 3 clusters Score -762175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -762175.750000 Penalty: 2887.228027
	Iteration 69Q: 3 clusters Score -762175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -762178.312500 Penalty: 2887.228027
	Iteration 70Q: 3 clusters Score -762178.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -762180.812500 Penalty: 2887.228027
	Iteration 71Q: 3 clusters Score -762180.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -762181.187500 Penalty: 2887.228027
	Iteration 72Q: 3 clusters Score -762181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -762183.562500 Penalty: 2887.228027
	Iteration 73Q: 3 clusters Score -762183.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -762186.000000 Penalty: 2887.228027
	Iteration 74Q: 3 clusters Score -762186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -762187.062500 Penalty: 2887.228027
	Iteration 75Q: 3 clusters Score -762187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -762188.937500 Penalty: 2887.228027
	Iteration 76Q: 3 clusters Score -762188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -762191.000000 Penalty: 2887.228027
	Iteration 77Q: 3 clusters Score -762191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -762192.312500 Penalty: 2887.228027
	Iteration 78Q: 3 clusters Score -762192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -762191.750000 Penalty: 2887.228027
	Iteration 79Q: 3 clusters Score -762191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -762191.812500 Penalty: 2887.228027
	Iteration 80F: 3 clusters Score -762191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -762192.437500 Penalty: 2887.228027
	Iteration 81Q: 3 clusters Score -762192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -762193.687500 Penalty: 2887.228027
	Iteration 82Q: 3 clusters Score -762193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -762192.500000 Penalty: 2887.228027
	Iteration 83Q: 3 clusters Score -762192.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -762192.500000 Penalty: 2887.228027
	Iteration 84F: 3 clusters Score -762192.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Entering Unmasked Estep 
Score: -919757.125000 Penalty: 1470.614746
	Iteration 0F: 2 clusters Score -919757.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -913540.437500 Penalty: 2941.229492
	Iteration 0F: 3 clusters Score -913540.4 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -915536.312500 Penalty: 2941.229492
	Iteration 1F: 3 clusters Score -915536.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -915961.062500 Penalty: 2941.229492
	Iteration 2F: 3 clusters Score -915961.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -916364.750000 Penalty: 2941.229492
	Iteration 3F: 3 clusters Score -916364.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -916788.750000 Penalty: 2941.229492
	Iteration 4F: 3 clusters Score -916788.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -917278.687500 Penalty: 2941.229492
	Iteration 5F: 3 clusters Score -917278.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -917850.750000 Penalty: 2941.229492
	Iteration 6F: 3 clusters Score -917850.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -918404.125000 Penalty: 2941.229492
	Iteration 7F: 3 clusters Score -918404.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -918791.812500 Penalty: 2941.229492
	Iteration 8F: 3 clusters Score -918791.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -919002.687500 Penalty: 2941.229492
	Iteration 9Q: 3 clusters Score -919002.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -919123.875000 Penalty: 2941.229492
	Iteration 10Q: 3 clusters Score -919123.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -919206.625000 Penalty: 2941.229492
	Iteration 11Q: 3 clusters Score -919206.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -919264.875000 Penalty: 2941.229492
	Iteration 12Q: 3 clusters Score -919264.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -919309.250000 Penalty: 2941.229492
	Iteration 13Q: 3 clusters Score -919309.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -919359.125000 Penalty: 2941.229492
	Iteration 14Q: 3 clusters Score -919359.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -919385.250000 Penalty: 2941.229492
	Iteration 15Q: 3 clusters Score -919385.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -919427.500000 Penalty: 2941.229492
	Iteration 16Q: 3 clusters Score -919427.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -919472.312500 Penalty: 2941.229492
	Iteration 17Q: 3 clusters Score -919472.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -919509.000000 Penalty: 2941.229492
	Iteration 18Q: 3 clusters Score -919509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -919522.812500 Penalty: 2941.229492
	Iteration 19Q: 3 clusters Score -919522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -919568.875000 Penalty: 2941.229492
	Iteration 20F: 3 clusters Score -919568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -919589.875000 Penalty: 2941.229492
	Iteration 21Q: 3 clusters Score -919589.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -919593.562500 Penalty: 2941.229492
	Iteration 22Q: 3 clusters Score -919593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -919597.375000 Penalty: 2941.229492
	Iteration 23Q: 3 clusters Score -919597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -919597.125000 Penalty: 2941.229492
	Iteration 24Q: 3 clusters Score -919597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -919598.437500 Penalty: 2941.229492
	Iteration 25Q: 3 clusters Score -919598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -919598.437500 Penalty: 2941.229492
	Iteration 26F: 3 clusters Score -919598.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Entering Unmasked Estep 
Score: -491304.562500 Penalty: 1365.471924
	Iteration 0F: 2 clusters Score -491304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -487696.625000 Penalty: 2730.943848
	Iteration 0F: 3 clusters Score -487696.6 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -488686.843750 Penalty: 2730.943848
	Iteration 1F: 3 clusters Score -488686.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -488829.968750 Penalty: 2730.943848
	Iteration 2F: 3 clusters Score -488830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -488904.218750 Penalty: 2730.943848
	Iteration 3Q: 3 clusters Score -488904.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -488962.593750 Penalty: 2730.943848
	Iteration 4Q: 3 clusters Score -488962.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -489007.218750 Penalty: 2730.943848
	Iteration 5Q: 3 clusters Score -489007.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -489050.406250 Penalty: 2730.943848
	Iteration 6Q: 3 clusters Score -489050.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -489093.062500 Penalty: 2730.943848
	Iteration 7Q: 3 clusters Score -489093.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -489131.375000 Penalty: 2730.943848
	Iteration 8Q: 3 clusters Score -489131.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -489159.031250 Penalty: 2730.943848
	Iteration 9Q: 3 clusters Score -489159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -489183.218750 Penalty: 2730.943848
	Iteration 10Q: 3 clusters Score -489183.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -489205.218750 Penalty: 2730.943848
	Iteration 11Q: 3 clusters Score -489205.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -489226.593750 Penalty: 2730.943848
	Iteration 12Q: 3 clusters Score -489226.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -489243.250000 Penalty: 2730.943848
	Iteration 13Q: 3 clusters Score -489243.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -489267.562500 Penalty: 2730.943848
	Iteration 14Q: 3 clusters Score -489267.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -489286.531250 Penalty: 2730.943848
	Iteration 15Q: 3 clusters Score -489286.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -489310.593750 Penalty: 2730.943848
	Iteration 16Q: 3 clusters Score -489310.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -489333.875000 Penalty: 2730.943848
	Iteration 17Q: 3 clusters Score -489333.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -489357.031250 Penalty: 2730.943848
	Iteration 18Q: 3 clusters Score -489357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -489378.000000 Penalty: 2730.943848
	Iteration 19Q: 3 clusters Score -489378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -489403.156250 Penalty: 2730.943848
	Iteration 20F: 3 clusters Score -489403.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -489439.687500 Penalty: 2730.943848
	Iteration 21Q: 3 clusters Score -489439.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -489472.375000 Penalty: 2730.943848
	Iteration 22Q: 3 clusters Score -489472.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -489522.218750 Penalty: 2730.943848
	Iteration 23Q: 3 clusters Score -489522.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -489566.593750 Penalty: 2730.943848
	Iteration 24Q: 3 clusters Score -489566.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -489613.437500 Penalty: 2730.943848
	Iteration 25Q: 3 clusters Score -489613.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -489659.156250 Penalty: 2730.943848
	Iteration 26Q: 3 clusters Score -489659.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -489700.093750 Penalty: 2730.943848
	Iteration 27Q: 3 clusters Score -489700.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -489728.250000 Penalty: 2730.943848
	Iteration 28Q: 3 clusters Score -489728.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -489753.750000 Penalty: 2730.943848
	Iteration 29Q: 3 clusters Score -489753.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -489779.781250 Penalty: 2730.943848
	Iteration 30Q: 3 clusters Score -489779.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -489803.843750 Penalty: 2730.943848
	Iteration 31Q: 3 clusters Score -489803.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -489824.093750 Penalty: 2730.943848
	Iteration 32Q: 3 clusters Score -489824.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -489848.093750 Penalty: 2730.943848
	Iteration 33Q: 3 clusters Score -489848.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -489863.843750 Penalty: 2730.943848
	Iteration 34Q: 3 clusters Score -489863.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -489881.781250 Penalty: 2730.943848
	Iteration 35Q: 3 clusters Score -489881.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -489900.718750 Penalty: 2730.943848
	Iteration 36Q: 3 clusters Score -489900.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -489915.843750 Penalty: 2730.943848
	Iteration 37Q: 3 clusters Score -489915.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -489935.843750 Penalty: 2730.943848
	Iteration 38Q: 3 clusters Score -489935.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -489952.125000 Penalty: 2730.943848
	Iteration 39Q: 3 clusters Score -489952.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -489965.093750 Penalty: 2730.943848
	Iteration 40F: 3 clusters Score -489965.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -489977.562500 Penalty: 2730.943848
	Iteration 41Q: 3 clusters Score -489977.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -489985.437500 Penalty: 2730.943848
	Iteration 42Q: 3 clusters Score -489985.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -489994.093750 Penalty: 2730.943848
	Iteration 43Q: 3 clusters Score -489994.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -490000.312500 Penalty: 2730.943848
	Iteration 44Q: 3 clusters Score -490000.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -490007.562500 Penalty: 2730.943848
	Iteration 45Q: 3 clusters Score -490007.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -490016.343750 Penalty: 2730.943848
	Iteration 46Q: 3 clusters Score -490016.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -490025.000000 Penalty: 2730.943848
	Iteration 47Q: 3 clusters Score -490025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -490031.687500 Penalty: 2730.943848
	Iteration 48Q: 3 clusters Score -490031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -490036.625000 Penalty: 2730.943848
	Iteration 49Q: 3 clusters Score -490036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -490041.218750 Penalty: 2730.943848
	Iteration 50Q: 3 clusters Score -490041.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -490046.031250 Penalty: 2730.943848
	Iteration 51Q: 3 clusters Score -490046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -490056.218750 Penalty: 2730.943848
	Iteration 52Q: 3 clusters Score -490056.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -490064.968750 Penalty: 2730.943848
	Iteration 53Q: 3 clusters Score -490065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -490073.562500 Penalty: 2730.943848
	Iteration 54Q: 3 clusters Score -490073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -490075.937500 Penalty: 2730.943848
	Iteration 55Q: 3 clusters Score -490075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -490081.000000 Penalty: 2730.943848
	Iteration 56Q: 3 clusters Score -490081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -490083.031250 Penalty: 2730.943848
	Iteration 57Q: 3 clusters Score -490083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -490084.500000 Penalty: 2730.943848
	Iteration 58Q: 3 clusters Score -490084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -490085.406250 Penalty: 2730.943848
	Iteration 59Q: 3 clusters Score -490085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -490086.468750 Penalty: 2730.943848
	Iteration 60F: 3 clusters Score -490086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -490087.968750 Penalty: 2730.943848
	Iteration 61Q: 3 clusters Score -490088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -490089.562500 Penalty: 2730.943848
	Iteration 62Q: 3 clusters Score -490089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -490091.187500 Penalty: 2730.943848
	Iteration 63Q: 3 clusters Score -490091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -490093.281250 Penalty: 2730.943848
	Iteration 64Q: 3 clusters Score -490093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -490096.500000 Penalty: 2730.943848
	Iteration 65Q: 3 clusters Score -490096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -490096.843750 Penalty: 2730.943848
	Iteration 66Q: 3 clusters Score -490096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -490098.312500 Penalty: 2730.943848
	Iteration 67Q: 3 clusters Score -490098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -490099.437500 Penalty: 2730.943848
	Iteration 68Q: 3 clusters Score -490099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -490101.937500 Penalty: 2730.943848
	Iteration 69Q: 3 clusters Score -490101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -490103.312500 Penalty: 2730.943848
	Iteration 70Q: 3 clusters Score -490103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -490103.312500 Penalty: 2730.943848
	Iteration 71F: 3 clusters Score -490103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Entering Unmasked Estep 
Score: -2117715.000000 Penalty: 1600.878906
	Iteration 0F: 2 clusters Score -2117715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2104662.000000 Penalty: 3201.757812
	Iteration 0F: 3 clusters Score -2104662 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2109341.750000 Penalty: 3201.757812
	Iteration 1F: 3 clusters Score -2109342 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2109720.250000 Penalty: 3201.757812
	Iteration 2F: 3 clusters Score -2109720 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2110161.000000 Penalty: 3201.757812
	Iteration 3F: 3 clusters Score -2110161 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2110768.250000 Penalty: 3201.757812
	Iteration 4F: 3 clusters Score -2110768 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2111630.000000 Penalty: 3201.757812
	Iteration 5F: 3 clusters Score -2111630 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2112831.250000 Penalty: 3201.757812
	Iteration 6F: 3 clusters Score -2112831 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2114341.250000 Penalty: 3201.757812
	Iteration 7F: 3 clusters Score -2114341 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2115604.250000 Penalty: 3201.757812
	Iteration 8F: 3 clusters Score -2115604 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2116353.000000 Penalty: 3201.757812
	Iteration 9Q: 3 clusters Score -2116353 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2116922.750000 Penalty: 3201.757812
	Iteration 10Q: 3 clusters Score -2116923 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2117511.000000 Penalty: 3201.757812
	Iteration 11Q: 3 clusters Score -2117511 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2117913.750000 Penalty: 3201.757812
	Iteration 12Q: 3 clusters Score -2117914 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2118160.500000 Penalty: 3201.757812
	Iteration 13Q: 3 clusters Score -2118160 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2118346.750000 Penalty: 3201.757812
	Iteration 14Q: 3 clusters Score -2118347 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2118528.000000 Penalty: 3201.757812
	Iteration 15Q: 3 clusters Score -2118528 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2118660.250000 Penalty: 3201.757812
	Iteration 16Q: 3 clusters Score -2118660 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2118799.000000 Penalty: 3201.757812
	Iteration 17Q: 3 clusters Score -2118799 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2118883.750000 Penalty: 3201.757812
	Iteration 18Q: 3 clusters Score -2118884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2118948.250000 Penalty: 3201.757812
	Iteration 19Q: 3 clusters Score -2118948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2119120.750000 Penalty: 3201.757812
	Iteration 20F: 3 clusters Score -2119121 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2119205.500000 Penalty: 3201.757812
	Iteration 21Q: 3 clusters Score -2119206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2119239.250000 Penalty: 3201.757812
	Iteration 22Q: 3 clusters Score -2119239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2119268.250000 Penalty: 3201.757812
	Iteration 23Q: 3 clusters Score -2119268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2119296.000000 Penalty: 3201.757812
	Iteration 24Q: 3 clusters Score -2119296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2119311.750000 Penalty: 3201.757812
	Iteration 25Q: 3 clusters Score -2119312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2119318.500000 Penalty: 3201.757812
	Iteration 26Q: 3 clusters Score -2119318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2119320.000000 Penalty: 3201.757812
	Iteration 27Q: 3 clusters Score -2119320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2119322.000000 Penalty: 3201.757812
	Iteration 28Q: 3 clusters Score -2119322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2119328.500000 Penalty: 3201.757812
	Iteration 29Q: 3 clusters Score -2119328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2119328.750000 Penalty: 3201.757812
	Iteration 30Q: 3 clusters Score -2119329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2119328.250000 Penalty: 3201.757812
	Iteration 31Q: 3 clusters Score -2119328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2119329.750000 Penalty: 3201.757812
	Iteration 32Q: 3 clusters Score -2119330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2119330.750000 Penalty: 3201.757812
	Iteration 33Q: 3 clusters Score -2119331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2119333.250000 Penalty: 3201.757812
	Iteration 34Q: 3 clusters Score -2119333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2119330.750000 Penalty: 3201.757812
	Iteration 35Q: 3 clusters Score -2119331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2119330.250000 Penalty: 3201.757812
	Iteration 36Q: 3 clusters Score -2119330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2119331.750000 Penalty: 3201.757812
	Iteration 37Q: 3 clusters Score -2119332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2119328.250000 Penalty: 3201.757812
	Iteration 38Q: 3 clusters Score -2119328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2119328.250000 Penalty: 3201.757812
	Iteration 39F: 3 clusters Score -2119328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 5980 members 
Mstep: Class 4 contains 12381 members 
Mstep: Class 5 contains 192262 members 
Mstep: Class 6 contains 17453 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 12 contains 7214 members 
Mstep: Class 13 contains 8518 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 2812 members 
Mstep: Class 17 contains 38680 members 
Mstep: Class 18 contains 21803 members 
Mstep: Class 19 contains 690 members 
Mstep: Class 20 contains 16927 members 
Mstep: Class 21 contains 4630 members 
Mstep: Class 22 contains 4155 members 
Entering Unmasked Estep 
Score: -41687948.000000 Penalty: 39716.023438
Splitting cluster 16 changes total score from -41686888.000000 to -41687948.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 17 (38680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Entering Unmasked Estep 
Score: -4340601.500000 Penalty: 1716.500122
	Iteration 0F: 2 clusters Score -4340602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4314611.000000 Penalty: 3433.000244
	Iteration 0F: 3 clusters Score -4314611 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4325111.500000 Penalty: 3433.000244
	Iteration 1F: 3 clusters Score -4325112 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4325658.000000 Penalty: 3433.000244
	Iteration 2Q: 3 clusters Score -4325658 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4326286.000000 Penalty: 3433.000244
	Iteration 3Q: 3 clusters Score -4326286 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4327000.000000 Penalty: 3433.000244
	Iteration 4Q: 3 clusters Score -4327000 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4328029.500000 Penalty: 3433.000244
	Iteration 5F: 3 clusters Score -4328030 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -4329502.000000 Penalty: 3433.000244
	Iteration 6F: 3 clusters Score -4329502 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4331423.000000 Penalty: 3433.000244
	Iteration 7F: 3 clusters Score -4331423 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -4333560.000000 Penalty: 3433.000244
	Iteration 8F: 3 clusters Score -4333560 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4335524.000000 Penalty: 3433.000244
	Iteration 9F: 3 clusters Score -4335524 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4336941.000000 Penalty: 3433.000244
	Iteration 10Q: 3 clusters Score -4336941 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4337733.000000 Penalty: 3433.000244
	Iteration 11Q: 3 clusters Score -4337733 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4338267.000000 Penalty: 3433.000244
	Iteration 12Q: 3 clusters Score -4338267 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4338562.500000 Penalty: 3433.000244
	Iteration 13Q: 3 clusters Score -4338562 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4338701.500000 Penalty: 3433.000244
	Iteration 14Q: 3 clusters Score -4338702 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4338836.500000 Penalty: 3433.000244
	Iteration 15Q: 3 clusters Score -4338836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4338915.500000 Penalty: 3433.000244
	Iteration 16Q: 3 clusters Score -4338916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4338968.500000 Penalty: 3433.000244
	Iteration 17Q: 3 clusters Score -4338968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4339012.500000 Penalty: 3433.000244
	Iteration 18Q: 3 clusters Score -4339012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4339042.500000 Penalty: 3433.000244
	Iteration 19Q: 3 clusters Score -4339042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4339078.500000 Penalty: 3433.000244
	Iteration 20F: 3 clusters Score -4339078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4339098.000000 Penalty: 3433.000244
	Iteration 21Q: 3 clusters Score -4339098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4339113.500000 Penalty: 3433.000244
	Iteration 22Q: 3 clusters Score -4339114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4339121.000000 Penalty: 3433.000244
	Iteration 23Q: 3 clusters Score -4339121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4339134.500000 Penalty: 3433.000244
	Iteration 24Q: 3 clusters Score -4339134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4339139.000000 Penalty: 3433.000244
	Iteration 25Q: 3 clusters Score -4339139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4339143.500000 Penalty: 3433.000244
	Iteration 26Q: 3 clusters Score -4339144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4339147.000000 Penalty: 3433.000244
	Iteration 27Q: 3 clusters Score -4339147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4339150.000000 Penalty: 3433.000244
	Iteration 28Q: 3 clusters Score -4339150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4339146.000000 Penalty: 3433.000244
	Iteration 29Q: 3 clusters Score -4339146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4339156.500000 Penalty: 3433.000244
	Iteration 30Q: 3 clusters Score -4339156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4339160.000000 Penalty: 3433.000244
	Iteration 31Q: 3 clusters Score -4339160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4339159.500000 Penalty: 3433.000244
	Iteration 32Q: 3 clusters Score -4339160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4339161.500000 Penalty: 3433.000244
	Iteration 33Q: 3 clusters Score -4339162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4339159.500000 Penalty: 3433.000244
	Iteration 34Q: 3 clusters Score -4339160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4339166.000000 Penalty: 3433.000244
	Iteration 35Q: 3 clusters Score -4339166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4339169.000000 Penalty: 3433.000244
	Iteration 36Q: 3 clusters Score -4339169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4339167.000000 Penalty: 3433.000244
	Iteration 37Q: 3 clusters Score -4339167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4339168.000000 Penalty: 3433.000244
	Iteration 38Q: 3 clusters Score -4339168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4339167.000000 Penalty: 3433.000244
	Iteration 39Q: 3 clusters Score -4339167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4339165.500000 Penalty: 3433.000244
	Iteration 40F: 3 clusters Score -4339166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4339171.000000 Penalty: 3433.000244
	Iteration 41Q: 3 clusters Score -4339171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4339171.500000 Penalty: 3433.000244
	Iteration 42Q: 3 clusters Score -4339172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4339171.500000 Penalty: 3433.000244
	Iteration 43F: 3 clusters Score -4339172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Entering Unmasked Estep 
Score: -2451626.250000 Penalty: 1623.343018
	Iteration 0F: 2 clusters Score -2451626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2436798.000000 Penalty: 3246.686035
	Iteration 0F: 3 clusters Score -2436798 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2442247.000000 Penalty: 3246.686035
	Iteration 1F: 3 clusters Score -2442247 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2442891.000000 Penalty: 3246.686035
	Iteration 2F: 3 clusters Score -2442891 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2443758.750000 Penalty: 3246.686035
	Iteration 3F: 3 clusters Score -2443759 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2444998.500000 Penalty: 3246.686035
	Iteration 4F: 3 clusters Score -2444998 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2446611.000000 Penalty: 3246.686035
	Iteration 5F: 3 clusters Score -2446611 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2448150.000000 Penalty: 3246.686035
	Iteration 6F: 3 clusters Score -2448150 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2449256.250000 Penalty: 3246.686035
	Iteration 7F: 3 clusters Score -2449256 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2449859.500000 Penalty: 3246.686035
	Iteration 8Q: 3 clusters Score -2449860 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2450178.000000 Penalty: 3246.686035
	Iteration 9Q: 3 clusters Score -2450178 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2450366.000000 Penalty: 3246.686035
	Iteration 10Q: 3 clusters Score -2450366 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2450500.000000 Penalty: 3246.686035
	Iteration 11Q: 3 clusters Score -2450500 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2450616.000000 Penalty: 3246.686035
	Iteration 12Q: 3 clusters Score -2450616 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2450738.000000 Penalty: 3246.686035
	Iteration 13Q: 3 clusters Score -2450738 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2450824.750000 Penalty: 3246.686035
	Iteration 14Q: 3 clusters Score -2450825 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2450935.500000 Penalty: 3246.686035
	Iteration 15Q: 3 clusters Score -2450936 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2451006.750000 Penalty: 3246.686035
	Iteration 16Q: 3 clusters Score -2451007 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2451063.500000 Penalty: 3246.686035
	Iteration 17Q: 3 clusters Score -2451064 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2451089.750000 Penalty: 3246.686035
	Iteration 18Q: 3 clusters Score -2451090 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2451098.500000 Penalty: 3246.686035
	Iteration 19Q: 3 clusters Score -2451098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2451111.250000 Penalty: 3246.686035
	Iteration 20F: 3 clusters Score -2451111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2451129.500000 Penalty: 3246.686035
	Iteration 21Q: 3 clusters Score -2451130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2451136.000000 Penalty: 3246.686035
	Iteration 22Q: 3 clusters Score -2451136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2451146.500000 Penalty: 3246.686035
	Iteration 23Q: 3 clusters Score -2451146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2451153.250000 Penalty: 3246.686035
	Iteration 24Q: 3 clusters Score -2451153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2451152.000000 Penalty: 3246.686035
	Iteration 25Q: 3 clusters Score -2451152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2451155.750000 Penalty: 3246.686035
	Iteration 26Q: 3 clusters Score -2451156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2451167.000000 Penalty: 3246.686035
	Iteration 27Q: 3 clusters Score -2451167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2451167.250000 Penalty: 3246.686035
	Iteration 28Q: 3 clusters Score -2451167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2451173.000000 Penalty: 3246.686035
	Iteration 29Q: 3 clusters Score -2451173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2451174.500000 Penalty: 3246.686035
	Iteration 30Q: 3 clusters Score -2451174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2451178.000000 Penalty: 3246.686035
	Iteration 31Q: 3 clusters Score -2451178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2451172.750000 Penalty: 3246.686035
	Iteration 32Q: 3 clusters Score -2451173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2451173.750000 Penalty: 3246.686035
	Iteration 33Q: 3 clusters Score -2451174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2451177.500000 Penalty: 3246.686035
	Iteration 34Q: 3 clusters Score -2451178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2451178.000000 Penalty: 3246.686035
	Iteration 35Q: 3 clusters Score -2451178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2451178.750000 Penalty: 3246.686035
	Iteration 36Q: 3 clusters Score -2451179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2451182.750000 Penalty: 3246.686035
	Iteration 37Q: 3 clusters Score -2451183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2451184.750000 Penalty: 3246.686035
	Iteration 38Q: 3 clusters Score -2451185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2451184.500000 Penalty: 3246.686035
	Iteration 39Q: 3 clusters Score -2451184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2451181.250000 Penalty: 3246.686035
	Iteration 40F: 3 clusters Score -2451181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2451182.500000 Penalty: 3246.686035
	Iteration 41Q: 3 clusters Score -2451182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2451178.000000 Penalty: 3246.686035
	Iteration 42Q: 3 clusters Score -2451178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2451181.250000 Penalty: 3246.686035
	Iteration 43Q: 3 clusters Score -2451181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2451189.250000 Penalty: 3246.686035
	Iteration 44Q: 3 clusters Score -2451189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2451192.750000 Penalty: 3246.686035
	Iteration 45Q: 3 clusters Score -2451193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2451193.750000 Penalty: 3246.686035
	Iteration 46Q: 3 clusters Score -2451194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2451193.750000 Penalty: 3246.686035
	Iteration 47Q: 3 clusters Score -2451194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2451190.250000 Penalty: 3246.686035
	Iteration 48Q: 3 clusters Score -2451190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2451199.000000 Penalty: 3246.686035
	Iteration 49Q: 3 clusters Score -2451199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2451197.000000 Penalty: 3246.686035
	Iteration 50Q: 3 clusters Score -2451197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2451198.750000 Penalty: 3246.686035
	Iteration 51Q: 3 clusters Score -2451199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2451199.250000 Penalty: 3246.686035
	Iteration 52Q: 3 clusters Score -2451199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2451203.000000 Penalty: 3246.686035
	Iteration 53Q: 3 clusters Score -2451203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2451196.750000 Penalty: 3246.686035
	Iteration 54Q: 3 clusters Score -2451197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2451196.500000 Penalty: 3246.686035
	Iteration 55Q: 3 clusters Score -2451196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2451198.500000 Penalty: 3246.686035
	Iteration 56Q: 3 clusters Score -2451198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2451198.500000 Penalty: 3246.686035
	Iteration 57F: 3 clusters Score -2451198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -73089.921875 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -73089.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71821.484375 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -71821.48 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72037.312500 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -72037.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72130.593750 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -72130.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72197.273438 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -72197.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72276.507812 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -72276.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72337.382812 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -72337.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72399.265625 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -72399.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72447.648438 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -72447.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72467.882812 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -72467.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72484.078125 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -72484.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72505.156250 Penalty: 2124.424805
	Iteration 10Q: 3 clusters Score -72505.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -72520.914062 Penalty: 2124.424805
	Iteration 11Q: 3 clusters Score -72520.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72537.257812 Penalty: 2124.424805
	Iteration 12Q: 3 clusters Score -72537.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72543.054688 Penalty: 2124.424805
	Iteration 13Q: 3 clusters Score -72543.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72551.718750 Penalty: 2124.424805
	Iteration 14Q: 3 clusters Score -72551.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -72560.460938 Penalty: 2124.424805
	Iteration 15Q: 3 clusters Score -72560.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -72564.390625 Penalty: 2124.424805
	Iteration 16Q: 3 clusters Score -72564.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72567.101562 Penalty: 2124.424805
	Iteration 17Q: 3 clusters Score -72567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -72573.679688 Penalty: 2124.424805
	Iteration 18Q: 3 clusters Score -72573.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72584.468750 Penalty: 2124.424805
	Iteration 19Q: 3 clusters Score -72584.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -72591.398438 Penalty: 2124.424805
	Iteration 20F: 3 clusters Score -72591.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Entering Unmasked Estep 
Score: -1801241.375000 Penalty: 1582.208130
	Iteration 0F: 2 clusters Score -1801241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1789448.000000 Penalty: 3164.416260
	Iteration 0F: 3 clusters Score -1789448 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1793758.500000 Penalty: 3164.416260
	Iteration 1F: 3 clusters Score -1793758 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1794307.750000 Penalty: 3164.416260
	Iteration 2F: 3 clusters Score -1794308 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1794988.500000 Penalty: 3164.416260
	Iteration 3F: 3 clusters Score -1794988 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1795754.875000 Penalty: 3164.416260
	Iteration 4F: 3 clusters Score -1795755 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1796550.250000 Penalty: 3164.416260
	Iteration 5F: 3 clusters Score -1796550 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1797233.875000 Penalty: 3164.416260
	Iteration 6F: 3 clusters Score -1797234 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1797761.125000 Penalty: 3164.416260
	Iteration 7F: 3 clusters Score -1797761 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1798148.000000 Penalty: 3164.416260
	Iteration 8Q: 3 clusters Score -1798148 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1798407.250000 Penalty: 3164.416260
	Iteration 9Q: 3 clusters Score -1798407 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1798611.625000 Penalty: 3164.416260
	Iteration 10Q: 3 clusters Score -1798612 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1798782.375000 Penalty: 3164.416260
	Iteration 11Q: 3 clusters Score -1798782 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1798913.750000 Penalty: 3164.416260
	Iteration 12Q: 3 clusters Score -1798914 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1799042.250000 Penalty: 3164.416260
	Iteration 13Q: 3 clusters Score -1799042 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1799192.375000 Penalty: 3164.416260
	Iteration 14Q: 3 clusters Score -1799192 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1799384.000000 Penalty: 3164.416260
	Iteration 15Q: 3 clusters Score -1799384 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1799569.625000 Penalty: 3164.416260
	Iteration 16Q: 3 clusters Score -1799570 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1799804.500000 Penalty: 3164.416260
	Iteration 17Q: 3 clusters Score -1799804 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1800000.375000 Penalty: 3164.416260
	Iteration 18Q: 3 clusters Score -1800000 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1800141.125000 Penalty: 3164.416260
	Iteration 19Q: 3 clusters Score -1800141 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1800236.875000 Penalty: 3164.416260
	Iteration 20F: 3 clusters Score -1800237 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1800318.250000 Penalty: 3164.416260
	Iteration 21Q: 3 clusters Score -1800318 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1800394.000000 Penalty: 3164.416260
	Iteration 22Q: 3 clusters Score -1800394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1800460.250000 Penalty: 3164.416260
	Iteration 23Q: 3 clusters Score -1800460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1800511.000000 Penalty: 3164.416260
	Iteration 24Q: 3 clusters Score -1800511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1800561.500000 Penalty: 3164.416260
	Iteration 25Q: 3 clusters Score -1800562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1800606.250000 Penalty: 3164.416260
	Iteration 26Q: 3 clusters Score -1800606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1800636.000000 Penalty: 3164.416260
	Iteration 27Q: 3 clusters Score -1800636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1800654.125000 Penalty: 3164.416260
	Iteration 28Q: 3 clusters Score -1800654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1800667.000000 Penalty: 3164.416260
	Iteration 29Q: 3 clusters Score -1800667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1800672.250000 Penalty: 3164.416260
	Iteration 30Q: 3 clusters Score -1800672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1800677.375000 Penalty: 3164.416260
	Iteration 31Q: 3 clusters Score -1800677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1800675.875000 Penalty: 3164.416260
	Iteration 32Q: 3 clusters Score -1800676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1800675.750000 Penalty: 3164.416260
	Iteration 33Q: 3 clusters Score -1800676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1800675.750000 Penalty: 3164.416260
	Iteration 34Q: 3 clusters Score -1800676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1800676.375000 Penalty: 3164.416260
	Iteration 35Q: 3 clusters Score -1800676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1800677.375000 Penalty: 3164.416260
	Iteration 36Q: 3 clusters Score -1800677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1800677.500000 Penalty: 3164.416260
	Iteration 37Q: 3 clusters Score -1800678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1800681.375000 Penalty: 3164.416260
	Iteration 38Q: 3 clusters Score -1800681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1800681.750000 Penalty: 3164.416260
	Iteration 39Q: 3 clusters Score -1800682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1800685.375000 Penalty: 3164.416260
	Iteration 40F: 3 clusters Score -1800685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1800685.375000 Penalty: 3164.416260
	Iteration 41Q: 3 clusters Score -1800685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1800684.000000 Penalty: 3164.416260
	Iteration 42Q: 3 clusters Score -1800684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1800687.500000 Penalty: 3164.416260
	Iteration 43Q: 3 clusters Score -1800688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1800688.875000 Penalty: 3164.416260
	Iteration 44Q: 3 clusters Score -1800689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1800688.875000 Penalty: 3164.416260
	Iteration 45F: 3 clusters Score -1800689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -518838.250000 Penalty: 1371.550781
	Iteration 0F: 2 clusters Score -518838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -515103.875000 Penalty: 2743.101562
	Iteration 0F: 3 clusters Score -515103.9 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -516111.125000 Penalty: 2743.101562
	Iteration 1F: 3 clusters Score -516111.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -516283.093750 Penalty: 2743.101562
	Iteration 2F: 3 clusters Score -516283.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -516391.750000 Penalty: 2743.101562
	Iteration 3Q: 3 clusters Score -516391.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -516484.468750 Penalty: 2743.101562
	Iteration 4Q: 3 clusters Score -516484.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -516556.312500 Penalty: 2743.101562
	Iteration 5Q: 3 clusters Score -516556.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -516612.937500 Penalty: 2743.101562
	Iteration 6Q: 3 clusters Score -516612.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -516667.562500 Penalty: 2743.101562
	Iteration 7Q: 3 clusters Score -516667.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -516718.093750 Penalty: 2743.101562
	Iteration 8Q: 3 clusters Score -516718.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -516755.656250 Penalty: 2743.101562
	Iteration 9Q: 3 clusters Score -516755.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -516786.843750 Penalty: 2743.101562
	Iteration 10Q: 3 clusters Score -516786.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -516808.656250 Penalty: 2743.101562
	Iteration 11Q: 3 clusters Score -516808.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -516835.250000 Penalty: 2743.101562
	Iteration 12Q: 3 clusters Score -516835.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -516862.218750 Penalty: 2743.101562
	Iteration 13Q: 3 clusters Score -516862.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -516896.468750 Penalty: 2743.101562
	Iteration 14Q: 3 clusters Score -516896.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -516930.031250 Penalty: 2743.101562
	Iteration 15Q: 3 clusters Score -516930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -516956.250000 Penalty: 2743.101562
	Iteration 16Q: 3 clusters Score -516956.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -516991.218750 Penalty: 2743.101562
	Iteration 17Q: 3 clusters Score -516991.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -517027.625000 Penalty: 2743.101562
	Iteration 18Q: 3 clusters Score -517027.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -517060.625000 Penalty: 2743.101562
	Iteration 19Q: 3 clusters Score -517060.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -517091.937500 Penalty: 2743.101562
	Iteration 20F: 3 clusters Score -517091.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -517126.406250 Penalty: 2743.101562
	Iteration 21Q: 3 clusters Score -517126.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -517153.343750 Penalty: 2743.101562
	Iteration 22Q: 3 clusters Score -517153.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -517190.687500 Penalty: 2743.101562
	Iteration 23Q: 3 clusters Score -517190.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -517232.250000 Penalty: 2743.101562
	Iteration 24Q: 3 clusters Score -517232.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -517267.750000 Penalty: 2743.101562
	Iteration 25Q: 3 clusters Score -517267.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -517300.906250 Penalty: 2743.101562
	Iteration 26Q: 3 clusters Score -517300.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -517330.437500 Penalty: 2743.101562
	Iteration 27Q: 3 clusters Score -517330.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -517353.281250 Penalty: 2743.101562
	Iteration 28Q: 3 clusters Score -517353.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -517371.281250 Penalty: 2743.101562
	Iteration 29Q: 3 clusters Score -517371.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -517381.937500 Penalty: 2743.101562
	Iteration 30Q: 3 clusters Score -517381.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -517392.781250 Penalty: 2743.101562
	Iteration 31Q: 3 clusters Score -517392.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -517399.531250 Penalty: 2743.101562
	Iteration 32Q: 3 clusters Score -517399.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -517407.875000 Penalty: 2743.101562
	Iteration 33Q: 3 clusters Score -517407.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -517417.906250 Penalty: 2743.101562
	Iteration 34Q: 3 clusters Score -517417.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -517426.093750 Penalty: 2743.101562
	Iteration 35Q: 3 clusters Score -517426.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -517432.718750 Penalty: 2743.101562
	Iteration 36Q: 3 clusters Score -517432.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -517438.687500 Penalty: 2743.101562
	Iteration 37Q: 3 clusters Score -517438.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -517444.843750 Penalty: 2743.101562
	Iteration 38Q: 3 clusters Score -517444.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -517449.093750 Penalty: 2743.101562
	Iteration 39Q: 3 clusters Score -517449.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -517452.156250 Penalty: 2743.101562
	Iteration 40F: 3 clusters Score -517452.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -517454.218750 Penalty: 2743.101562
	Iteration 41Q: 3 clusters Score -517454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -517456.468750 Penalty: 2743.101562
	Iteration 42Q: 3 clusters Score -517456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -517457.812500 Penalty: 2743.101562
	Iteration 43Q: 3 clusters Score -517457.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -517460.187500 Penalty: 2743.101562
	Iteration 44Q: 3 clusters Score -517460.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -517463.843750 Penalty: 2743.101562
	Iteration 45Q: 3 clusters Score -517463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -517466.000000 Penalty: 2743.101562
	Iteration 46Q: 3 clusters Score -517466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -517468.125000 Penalty: 2743.101562
	Iteration 47Q: 3 clusters Score -517468.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -517470.906250 Penalty: 2743.101562
	Iteration 48Q: 3 clusters Score -517470.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -517473.687500 Penalty: 2743.101562
	Iteration 49Q: 3 clusters Score -517473.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -517474.343750 Penalty: 2743.101562
	Iteration 50Q: 3 clusters Score -517474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -517477.125000 Penalty: 2743.101562
	Iteration 51Q: 3 clusters Score -517477.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -517478.281250 Penalty: 2743.101562
	Iteration 52Q: 3 clusters Score -517478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -517479.750000 Penalty: 2743.101562
	Iteration 53Q: 3 clusters Score -517479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -517480.718750 Penalty: 2743.101562
	Iteration 54Q: 3 clusters Score -517480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -517480.500000 Penalty: 2743.101562
	Iteration 55Q: 3 clusters Score -517480.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -517480.500000 Penalty: 2743.101562
	Iteration 56F: 3 clusters Score -517480.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -402437.343750 Penalty: 1353.960938
	Iteration 0F: 2 clusters Score -402437.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -399317.718750 Penalty: 2707.921875
	Iteration 0F: 3 clusters Score -399317.7 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -401420.531250 Penalty: 2707.921875
	Iteration 1F: 3 clusters Score -401420.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -402467.968750 Penalty: 2707.921875
	Iteration 2F: 3 clusters Score -402468 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -403501.250000 Penalty: 2707.921875
	Iteration 3F: 3 clusters Score -403501.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -404647.531250 Penalty: 2707.921875
	Iteration 4F: 3 clusters Score -404647.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -405833.812500 Penalty: 2707.921875
	Iteration 5F: 3 clusters Score -405833.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -405956.593750 Penalty: 2707.921875
	Iteration 6Q: 3 clusters Score -405956.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -405983.906250 Penalty: 2707.921875
	Iteration 7Q: 3 clusters Score -405983.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -405993.000000 Penalty: 2707.921875
	Iteration 8Q: 3 clusters Score -405993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -405999.218750 Penalty: 2707.921875
	Iteration 9Q: 3 clusters Score -405999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -406001.000000 Penalty: 2707.921875
	Iteration 10Q: 3 clusters Score -406001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -406001.031250 Penalty: 2707.921875
	Iteration 11Q: 3 clusters Score -406001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -406001.031250 Penalty: 2707.921875
	Iteration 12F: 3 clusters Score -406001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 5980 members 
Mstep: Class 4 contains 12381 members 
Mstep: Class 5 contains 192262 members 
Mstep: Class 6 contains 17453 members 
Mstep: Class 7 contains 543 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 12 contains 7214 members 
Mstep: Class 13 contains 8518 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 2812 members 
Mstep: Class 17 contains 38680 members 
Mstep: Class 18 contains 21803 members 
Mstep: Class 19 contains 690 members 
Mstep: Class 20 contains 16927 members 
Mstep: Class 21 contains 4630 members 
Mstep: Class 22 contains 3612 members 
Entering Unmasked Estep 
Score: -41690804.000000 Penalty: 41806.339844
Splitting cluster 22 changes total score from -41686888.000000 to -41690804.000000
So it's getting split into cluster 7.
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 5980 members 
Mstep: Class 4 contains 12381 members 
Mstep: Class 5 contains 192262 members 
Mstep: Class 6 contains 17453 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 12 contains 7214 members 
Mstep: Class 13 contains 8518 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 2812 members 
Mstep: Class 17 contains 38680 members 
Mstep: Class 18 contains 21803 members 
Mstep: Class 19 contains 690 members 
Mstep: Class 20 contains 16927 members 
Mstep: Class 21 contains 4630 members 
Mstep: Class 22 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692140.000000 Penalty: 41806.339844
Iteration 79Q: 21 clusters Score -4.169214e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 10139 members 
Mstep: Class 3 contains 6008 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 192823 members 
Mstep: Class 6 contains 17502 members 
Mstep: Class 7 contains 555 members 
Mstep: Class 8 contains 6554 members 
Mstep: Class 9 contains 4053 members 
Mstep: Class 10 contains 10866 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 8516 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 2962 members 
Mstep: Class 17 contains 38770 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 682 members 
Mstep: Class 20 contains 16743 members 
Mstep: Class 21 contains 4641 members 
Mstep: Class 22 contains 3983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2087.647949 but Gain 2090.316406
Score: -41693404.000000 Penalty: 39716.023438
Iteration 80F: 20 clusters Score -4.16934e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 10187 members 
Mstep: Class 3 contains 6024 members 
Mstep: Class 4 contains 12447 members 
Mstep: Class 5 contains 193019 members 
Mstep: Class 6 contains 17519 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 6534 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 10877 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 8508 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 3088 members 
Mstep: Class 17 contains 38726 members 
Mstep: Class 18 contains 21840 members 
Mstep: Class 20 contains 16635 members 
Mstep: Class 21 contains 4641 members 
Mstep: Class 22 contains 4362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695032.000000 Penalty: 39716.023438
Iteration 81Q: 20 clusters Score -4.169503e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 10203 members 
Mstep: Class 3 contains 6042 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 192948 members 
Mstep: Class 6 contains 17550 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 6461 members 
Mstep: Class 9 contains 4048 members 
Mstep: Class 10 contains 10896 members 
Mstep: Class 12 contains 6918 members 
Mstep: Class 13 contains 8493 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 3176 members 
Mstep: Class 17 contains 38690 members 
Mstep: Class 18 contains 21850 members 
Mstep: Class 20 contains 16505 members 
Mstep: Class 21 contains 4629 members 
Mstep: Class 22 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695208.000000 Penalty: 39716.023438
Iteration 82Q: 20 clusters Score -4.169521e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 10239 members 
Mstep: Class 3 contains 6054 members 
Mstep: Class 4 contains 12476 members 
Mstep: Class 5 contains 192855 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 663 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 10 contains 10927 members 
Mstep: Class 12 contains 6870 members 
Mstep: Class 13 contains 8481 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 3242 members 
Mstep: Class 17 contains 38642 members 
Mstep: Class 18 contains 21859 members 
Mstep: Class 20 contains 16425 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695360.000000 Penalty: 39716.023438
Iteration 83Q: 20 clusters Score -4.169536e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 6058 members 
Mstep: Class 4 contains 12491 members 
Mstep: Class 5 contains 192748 members 
Mstep: Class 6 contains 17609 members 
Mstep: Class 7 contains 670 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 4055 members 
Mstep: Class 10 contains 10957 members 
Mstep: Class 12 contains 6819 members 
Mstep: Class 13 contains 8471 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 38612 members 
Mstep: Class 18 contains 21875 members 
Mstep: Class 20 contains 16373 members 
Mstep: Class 21 contains 4619 members 
Mstep: Class 22 contains 4764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695364.000000 Penalty: 39716.023438
Iteration 84Q: 20 clusters Score -4.169536e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 6060 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 192685 members 
Mstep: Class 6 contains 17627 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 4059 members 
Mstep: Class 10 contains 10981 members 
Mstep: Class 12 contains 6777 members 
Mstep: Class 13 contains 8470 members 
Mstep: Class 15 contains 4365 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 38571 members 
Mstep: Class 18 contains 21881 members 
Mstep: Class 20 contains 16330 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 4847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695496.000000 Penalty: 39716.023438
Iteration 85Q: 20 clusters Score -4.16955e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 10405 members 
Mstep: Class 3 contains 6065 members 
Mstep: Class 4 contains 12510 members 
Mstep: Class 5 contains 192662 members 
Mstep: Class 6 contains 17651 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 4061 members 
Mstep: Class 10 contains 11004 members 
Mstep: Class 12 contains 6753 members 
Mstep: Class 13 contains 8468 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 3372 members 
Mstep: Class 17 contains 38525 members 
Mstep: Class 18 contains 21888 members 
Mstep: Class 20 contains 16286 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 4907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695316.000000 Penalty: 39716.023438
Iteration 86Q: 20 clusters Score -4.169532e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 10466 members 
Mstep: Class 3 contains 6071 members 
Mstep: Class 4 contains 12520 members 
Mstep: Class 5 contains 192625 members 
Mstep: Class 6 contains 17669 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 6022 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 11017 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 8465 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 3385 members 
Mstep: Class 17 contains 38495 members 
Mstep: Class 18 contains 21893 members 
Mstep: Class 20 contains 16248 members 
Mstep: Class 21 contains 4616 members 
Mstep: Class 22 contains 4972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695396.000000 Penalty: 39716.023438
Iteration 87Q: 20 clusters Score -4.16954e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 10513 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 192575 members 
Mstep: Class 6 contains 17688 members 
Mstep: Class 7 contains 696 members 
Mstep: Class 8 contains 5957 members 
Mstep: Class 9 contains 4057 members 
Mstep: Class 10 contains 11024 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 8465 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 3397 members 
Mstep: Class 17 contains 38468 members 
Mstep: Class 18 contains 21906 members 
Mstep: Class 20 contains 16224 members 
Mstep: Class 21 contains 4616 members 
Mstep: Class 22 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695400.000000 Penalty: 39716.023438
Iteration 88Q: 20 clusters Score -4.16954e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 192543 members 
Mstep: Class 6 contains 17702 members 
Mstep: Class 7 contains 705 members 
Mstep: Class 8 contains 5885 members 
Mstep: Class 9 contains 4057 members 
Mstep: Class 10 contains 11028 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 8466 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 3409 members 
Mstep: Class 17 contains 38449 members 
Mstep: Class 18 contains 21912 members 
Mstep: Class 20 contains 16192 members 
Mstep: Class 21 contains 4613 members 
Mstep: Class 22 contains 5066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695484.000000 Penalty: 39716.023438
Iteration 89Q: 20 clusters Score -4.169548e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 10593 members 
Mstep: Class 3 contains 6093 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 192520 members 
Mstep: Class 6 contains 17710 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 5818 members 
Mstep: Class 9 contains 4060 members 
Mstep: Class 10 contains 11032 members 
Mstep: Class 12 contains 6679 members 
Mstep: Class 13 contains 8466 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 3412 members 
Mstep: Class 17 contains 38430 members 
Mstep: Class 18 contains 21918 members 
Mstep: Class 20 contains 16153 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 5092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695476.000000 Penalty: 39716.023438
Iteration 90Q: 20 clusters Score -4.169548e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 10624 members 
Mstep: Class 3 contains 6103 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 192467 members 
Mstep: Class 6 contains 17724 members 
Mstep: Class 7 contains 747 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 4059 members 
Mstep: Class 10 contains 11051 members 
Mstep: Class 12 contains 6678 members 
Mstep: Class 13 contains 8466 members 
Mstep: Class 15 contains 4328 members 
Mstep: Class 16 contains 3415 members 
Mstep: Class 17 contains 38423 members 
Mstep: Class 18 contains 21926 members 
Mstep: Class 20 contains 16131 members 
Mstep: Class 21 contains 4608 members 
Mstep: Class 22 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695452.000000 Penalty: 39716.023438
Iteration 91Q: 20 clusters Score -4.169545e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 192415 members 
Mstep: Class 6 contains 17732 members 
Mstep: Class 7 contains 761 members 
Mstep: Class 8 contains 5686 members 
Mstep: Class 9 contains 4057 members 
Mstep: Class 10 contains 11072 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 8473 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 3418 members 
Mstep: Class 17 contains 38407 members 
Mstep: Class 18 contains 21938 members 
Mstep: Class 20 contains 16089 members 
Mstep: Class 21 contains 4607 members 
Mstep: Class 22 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695496.000000 Penalty: 39716.023438
Iteration 92Q: 20 clusters Score -4.16955e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 4 contains 12537 members 
Mstep: Class 5 contains 192383 members 
Mstep: Class 6 contains 17740 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 4055 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 8480 members 
Mstep: Class 15 contains 4321 members 
Mstep: Class 16 contains 3419 members 
Mstep: Class 17 contains 38396 members 
Mstep: Class 18 contains 21949 members 
Mstep: Class 20 contains 16068 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 22 contains 5188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695516.000000 Penalty: 39716.023438
Iteration 93Q: 20 clusters Score -4.169552e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 6119 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 192358 members 
Mstep: Class 6 contains 17747 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 4057 members 
Mstep: Class 10 contains 11110 members 
Mstep: Class 12 contains 6673 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 3420 members 
Mstep: Class 17 contains 38388 members 
Mstep: Class 18 contains 21955 members 
Mstep: Class 20 contains 16033 members 
Mstep: Class 21 contains 4601 members 
Mstep: Class 22 contains 5212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695492.000000 Penalty: 39716.023438
Iteration 94Q: 20 clusters Score -4.169549e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 10792 members 
Mstep: Class 3 contains 6125 members 
Mstep: Class 4 contains 12534 members 
Mstep: Class 5 contains 192332 members 
Mstep: Class 6 contains 17753 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 5473 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 11127 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 3421 members 
Mstep: Class 17 contains 38387 members 
Mstep: Class 18 contains 21964 members 
Mstep: Class 20 contains 15993 members 
Mstep: Class 21 contains 4598 members 
Mstep: Class 22 contains 5251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695468.000000 Penalty: 39716.023438
Iteration 95Q: 20 clusters Score -4.169547e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 10829 members 
Mstep: Class 3 contains 6130 members 
Mstep: Class 4 contains 12533 members 
Mstep: Class 5 contains 192310 members 
Mstep: Class 6 contains 17763 members 
Mstep: Class 7 contains 810 members 
Mstep: Class 8 contains 5411 members 
Mstep: Class 9 contains 4057 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 8491 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 3422 members 
Mstep: Class 17 contains 38378 members 
Mstep: Class 18 contains 21969 members 
Mstep: Class 20 contains 15963 members 
Mstep: Class 21 contains 4593 members 
Mstep: Class 22 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695512.000000 Penalty: 39716.023438
Iteration 96Q: 20 clusters Score -4.169551e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 10874 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 12532 members 
Mstep: Class 5 contains 192285 members 
Mstep: Class 6 contains 17771 members 
Mstep: Class 7 contains 814 members 
Mstep: Class 8 contains 5355 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 11165 members 
Mstep: Class 12 contains 6662 members 
Mstep: Class 13 contains 8490 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 3424 members 
Mstep: Class 17 contains 38373 members 
Mstep: Class 18 contains 21972 members 
Mstep: Class 20 contains 15937 members 
Mstep: Class 21 contains 4593 members 
Mstep: Class 22 contains 5307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695504.000000 Penalty: 39716.023438
Iteration 97Q: 20 clusters Score -4.16955e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 10917 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 12533 members 
Mstep: Class 5 contains 192251 members 
Mstep: Class 6 contains 17779 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 5301 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 11183 members 
Mstep: Class 12 contains 6657 members 
Mstep: Class 13 contains 8489 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 16 contains 3426 members 
Mstep: Class 17 contains 38368 members 
Mstep: Class 18 contains 21975 members 
Mstep: Class 20 contains 15931 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 5326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695480.000000 Penalty: 39716.023438
Iteration 98Q: 20 clusters Score -4.169548e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 10972 members 
Mstep: Class 3 contains 6149 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 192219 members 
Mstep: Class 6 contains 17785 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 5242 members 
Mstep: Class 9 contains 4059 members 
Mstep: Class 10 contains 11197 members 
Mstep: Class 12 contains 6656 members 
Mstep: Class 13 contains 8489 members 
Mstep: Class 15 contains 4303 members 
Mstep: Class 16 contains 3428 members 
Mstep: Class 17 contains 38363 members 
Mstep: Class 18 contains 21986 members 
Mstep: Class 20 contains 15913 members 
Mstep: Class 21 contains 4591 members 
Mstep: Class 22 contains 5343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695488.000000 Penalty: 39716.023438
Iteration 99Q: 20 clusters Score -4.169549e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 11021 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 192209 members 
Mstep: Class 6 contains 17787 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 5193 members 
Mstep: Class 9 contains 4061 members 
Mstep: Class 10 contains 11207 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 8492 members 
Mstep: Class 15 contains 4296 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 17 contains 38365 members 
Mstep: Class 18 contains 21990 members 
Mstep: Class 20 contains 15890 members 
Mstep: Class 21 contains 4590 members 
Mstep: Class 22 contains 5355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695528.000000 Penalty: 39716.023438
Iteration 100F: 20 clusters Score -4.169553e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 11056 members 
Mstep: Class 3 contains 6147 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 192212 members 
Mstep: Class 6 contains 17788 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 11215 members 
Mstep: Class 12 contains 6652 members 
Mstep: Class 13 contains 8497 members 
Mstep: Class 15 contains 4287 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 17 contains 38365 members 
Mstep: Class 18 contains 21993 members 
Mstep: Class 20 contains 15881 members 
Mstep: Class 21 contains 4589 members 
Mstep: Class 22 contains 5366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695492.000000 Penalty: 39716.023438
Iteration 101Q: 20 clusters Score -4.169549e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 11077 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 192211 members 
Mstep: Class 6 contains 17792 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 5097 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 11231 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 8500 members 
Mstep: Class 15 contains 4284 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 17 contains 38361 members 
Mstep: Class 18 contains 21994 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 4589 members 
Mstep: Class 22 contains 5380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695508.000000 Penalty: 39716.023438
Iteration 102Q: 20 clusters Score -4.169551e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 11106 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 12525 members 
Mstep: Class 5 contains 192196 members 
Mstep: Class 6 contains 17800 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 11246 members 
Mstep: Class 12 contains 6648 members 
Mstep: Class 13 contains 8499 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 17 contains 38356 members 
Mstep: Class 18 contains 21999 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 4588 members 
Mstep: Class 22 contains 5393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695432.000000 Penalty: 39716.023438
Iteration 103Q: 20 clusters Score -4.169543e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 6133 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 192180 members 
Mstep: Class 6 contains 17803 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 11258 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 8499 members 
Mstep: Class 15 contains 4279 members 
Mstep: Class 16 contains 3430 members 
Mstep: Class 17 contains 38358 members 
Mstep: Class 18 contains 22009 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 4586 members 
Mstep: Class 22 contains 5402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695512.000000 Penalty: 39716.023438
Iteration 104Q: 20 clusters Score -4.169551e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 11162 members 
Mstep: Class 3 contains 6125 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 192183 members 
Mstep: Class 6 contains 17805 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 4983 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 11264 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 8499 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38357 members 
Mstep: Class 18 contains 22013 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 4588 members 
Mstep: Class 22 contains 5406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695560.000000 Penalty: 39716.023438
Iteration 105Q: 20 clusters Score -4.169556e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 11199 members 
Mstep: Class 3 contains 6122 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 192176 members 
Mstep: Class 6 contains 17805 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 4061 members 
Mstep: Class 10 contains 11274 members 
Mstep: Class 12 contains 6642 members 
Mstep: Class 13 contains 8499 members 
Mstep: Class 15 contains 4272 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38354 members 
Mstep: Class 18 contains 22015 members 
Mstep: Class 20 contains 15882 members 
Mstep: Class 21 contains 4588 members 
Mstep: Class 22 contains 5407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695476.000000 Penalty: 39716.023438
Iteration 106Q: 20 clusters Score -4.169548e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 192162 members 
Mstep: Class 6 contains 17805 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 4912 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 11279 members 
Mstep: Class 12 contains 6641 members 
Mstep: Class 13 contains 8501 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38352 members 
Mstep: Class 18 contains 22019 members 
Mstep: Class 20 contains 15889 members 
Mstep: Class 21 contains 4588 members 
Mstep: Class 22 contains 5407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695496.000000 Penalty: 39716.023438
Iteration 107Q: 20 clusters Score -4.16955e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 11251 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 192134 members 
Mstep: Class 6 contains 17807 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 11283 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 8504 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38351 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 20 contains 15894 members 
Mstep: Class 21 contains 4588 members 
Mstep: Class 22 contains 5408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695444.000000 Penalty: 39716.023438
Iteration 108Q: 20 clusters Score -4.169544e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 11274 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 12521 members 
Mstep: Class 5 contains 192107 members 
Mstep: Class 6 contains 17807 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 11294 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 8507 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38350 members 
Mstep: Class 18 contains 22029 members 
Mstep: Class 20 contains 15894 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695472.000000 Penalty: 39716.023438
Iteration 109Q: 20 clusters Score -4.169547e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 11299 members 
Mstep: Class 3 contains 6125 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 192092 members 
Mstep: Class 6 contains 17807 members 
Mstep: Class 7 contains 831 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 8508 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38351 members 
Mstep: Class 18 contains 22032 members 
Mstep: Class 20 contains 15897 members 
Mstep: Class 21 contains 4586 members 
Mstep: Class 22 contains 5414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695460.000000 Penalty: 39716.023438
Iteration 110Q: 20 clusters Score -4.169546e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 6128 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 192071 members 
Mstep: Class 6 contains 17809 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 8510 members 
Mstep: Class 15 contains 4259 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38351 members 
Mstep: Class 18 contains 22036 members 
Mstep: Class 20 contains 15912 members 
Mstep: Class 21 contains 4586 members 
Mstep: Class 22 contains 5419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695476.000000 Penalty: 39716.023438
Iteration 111Q: 20 clusters Score -4.169548e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 6130 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 192066 members 
Mstep: Class 6 contains 17809 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 4755 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 8511 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38352 members 
Mstep: Class 18 contains 22038 members 
Mstep: Class 20 contains 15915 members 
Mstep: Class 21 contains 4586 members 
Mstep: Class 22 contains 5425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695544.000000 Penalty: 39716.023438
Iteration 112Q: 20 clusters Score -4.169554e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 3 contains 6127 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 192060 members 
Mstep: Class 6 contains 17808 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 4723 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 8511 members 
Mstep: Class 15 contains 4255 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22043 members 
Mstep: Class 20 contains 15924 members 
Mstep: Class 21 contains 4586 members 
Mstep: Class 22 contains 5427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695484.000000 Penalty: 39716.023438
Iteration 113Q: 20 clusters Score -4.169548e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 11384 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 192048 members 
Mstep: Class 6 contains 17807 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 11314 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 8512 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38351 members 
Mstep: Class 18 contains 22048 members 
Mstep: Class 20 contains 15929 members 
Mstep: Class 21 contains 4585 members 
Mstep: Class 22 contains 5432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695496.000000 Penalty: 39716.023438
Iteration 114Q: 20 clusters Score -4.16955e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 11410 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 192029 members 
Mstep: Class 6 contains 17810 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 4662 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 11319 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8512 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38352 members 
Mstep: Class 18 contains 22053 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 4585 members 
Mstep: Class 22 contains 5442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695452.000000 Penalty: 39716.023438
Iteration 115Q: 20 clusters Score -4.169545e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 12525 members 
Mstep: Class 5 contains 192011 members 
Mstep: Class 6 contains 17809 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 4638 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 11329 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8515 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22058 members 
Mstep: Class 20 contains 15927 members 
Mstep: Class 21 contains 4585 members 
Mstep: Class 22 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695476.000000 Penalty: 39716.023438
Iteration 116Q: 20 clusters Score -4.169548e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 11449 members 
Mstep: Class 3 contains 6122 members 
Mstep: Class 4 contains 12525 members 
Mstep: Class 5 contains 192003 members 
Mstep: Class 6 contains 17809 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 11335 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8516 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38350 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 20 contains 15927 members 
Mstep: Class 21 contains 4585 members 
Mstep: Class 22 contains 5454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695516.000000 Penalty: 39716.023438
Iteration 117Q: 20 clusters Score -4.169552e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 11462 members 
Mstep: Class 3 contains 6127 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 191992 members 
Mstep: Class 6 contains 17810 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 8517 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38350 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 20 contains 15921 members 
Mstep: Class 21 contains 4585 members 
Mstep: Class 22 contains 5458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695464.000000 Penalty: 39716.023438
Iteration 118Q: 20 clusters Score -4.169546e+07 nChanged 77
Entering ConstructFrom: 
Score: -41695464.000000 Penalty: 39716.023438
Entering ConstructFrom: 
Trying to split cluster 1 (15966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Entering Unmasked Estep 
Score: -1787468.875000 Penalty: 1572.710205
	Iteration 0F: 2 clusters Score -1787469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1776570.375000 Penalty: 3145.420410
	Iteration 0F: 3 clusters Score -1776570 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1780142.375000 Penalty: 3145.420410
	Iteration 1F: 3 clusters Score -1780142 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1780508.000000 Penalty: 3145.420410
	Iteration 2F: 3 clusters Score -1780508 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1780970.750000 Penalty: 3145.420410
	Iteration 3F: 3 clusters Score -1780971 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1781649.750000 Penalty: 3145.420410
	Iteration 4F: 3 clusters Score -1781650 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1782589.125000 Penalty: 3145.420410
	Iteration 5F: 3 clusters Score -1782589 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1783739.375000 Penalty: 3145.420410
	Iteration 6F: 3 clusters Score -1783739 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1784765.000000 Penalty: 3145.420410
	Iteration 7F: 3 clusters Score -1784765 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1785522.875000 Penalty: 3145.420410
	Iteration 8F: 3 clusters Score -1785523 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1786004.625000 Penalty: 3145.420410
	Iteration 9Q: 3 clusters Score -1786005 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1786275.375000 Penalty: 3145.420410
	Iteration 10Q: 3 clusters Score -1786275 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1786439.875000 Penalty: 3145.420410
	Iteration 11Q: 3 clusters Score -1786440 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1786579.500000 Penalty: 3145.420410
	Iteration 12Q: 3 clusters Score -1786580 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1786732.000000 Penalty: 3145.420410
	Iteration 13Q: 3 clusters Score -1786732 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1786868.625000 Penalty: 3145.420410
	Iteration 14Q: 3 clusters Score -1786869 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1787022.750000 Penalty: 3145.420410
	Iteration 15Q: 3 clusters Score -1787023 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1787134.750000 Penalty: 3145.420410
	Iteration 16Q: 3 clusters Score -1787135 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1787218.875000 Penalty: 3145.420410
	Iteration 17Q: 3 clusters Score -1787219 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1787283.875000 Penalty: 3145.420410
	Iteration 18Q: 3 clusters Score -1787284 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1787333.125000 Penalty: 3145.420410
	Iteration 19Q: 3 clusters Score -1787333 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1787368.000000 Penalty: 3145.420410
	Iteration 20F: 3 clusters Score -1787368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1787384.500000 Penalty: 3145.420410
	Iteration 21Q: 3 clusters Score -1787384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1787401.000000 Penalty: 3145.420410
	Iteration 22Q: 3 clusters Score -1787401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1787415.500000 Penalty: 3145.420410
	Iteration 23Q: 3 clusters Score -1787416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1787420.250000 Penalty: 3145.420410
	Iteration 24Q: 3 clusters Score -1787420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1787434.875000 Penalty: 3145.420410
	Iteration 25Q: 3 clusters Score -1787435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1787437.250000 Penalty: 3145.420410
	Iteration 26Q: 3 clusters Score -1787437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1787444.125000 Penalty: 3145.420410
	Iteration 27Q: 3 clusters Score -1787444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1787444.625000 Penalty: 3145.420410
	Iteration 28Q: 3 clusters Score -1787445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1787444.875000 Penalty: 3145.420410
	Iteration 29Q: 3 clusters Score -1787445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1787444.375000 Penalty: 3145.420410
	Iteration 30Q: 3 clusters Score -1787444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1787445.125000 Penalty: 3145.420410
	Iteration 31Q: 3 clusters Score -1787445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1787445.375000 Penalty: 3145.420410
	Iteration 32Q: 3 clusters Score -1787445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1787444.625000 Penalty: 3145.420410
	Iteration 33Q: 3 clusters Score -1787445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1787443.500000 Penalty: 3145.420410
	Iteration 34Q: 3 clusters Score -1787444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1787444.125000 Penalty: 3145.420410
	Iteration 35Q: 3 clusters Score -1787444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1787444.750000 Penalty: 3145.420410
	Iteration 36Q: 3 clusters Score -1787445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1787444.750000 Penalty: 3145.420410
	Iteration 37F: 3 clusters Score -1787445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Entering Unmasked Estep 
Score: -1221974.875000 Penalty: 1519.122925
	Iteration 0F: 2 clusters Score -1221975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1213883.875000 Penalty: 3038.245850
	Iteration 0F: 3 clusters Score -1213884 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1216552.125000 Penalty: 3038.245850
	Iteration 1F: 3 clusters Score -1216552 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1216858.125000 Penalty: 3038.245850
	Iteration 2F: 3 clusters Score -1216858 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1217116.125000 Penalty: 3038.245850
	Iteration 3F: 3 clusters Score -1217116 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1217316.500000 Penalty: 3038.245850
	Iteration 4Q: 3 clusters Score -1217316 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1217497.375000 Penalty: 3038.245850
	Iteration 5Q: 3 clusters Score -1217497 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1217648.750000 Penalty: 3038.245850
	Iteration 6Q: 3 clusters Score -1217649 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1217782.625000 Penalty: 3038.245850
	Iteration 7Q: 3 clusters Score -1217783 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1217904.625000 Penalty: 3038.245850
	Iteration 8Q: 3 clusters Score -1217905 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1218018.375000 Penalty: 3038.245850
	Iteration 9Q: 3 clusters Score -1218018 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1218122.625000 Penalty: 3038.245850
	Iteration 10Q: 3 clusters Score -1218123 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1218237.250000 Penalty: 3038.245850
	Iteration 11Q: 3 clusters Score -1218237 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1218348.875000 Penalty: 3038.245850
	Iteration 12Q: 3 clusters Score -1218349 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1218449.625000 Penalty: 3038.245850
	Iteration 13Q: 3 clusters Score -1218450 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1218542.250000 Penalty: 3038.245850
	Iteration 14Q: 3 clusters Score -1218542 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1218624.750000 Penalty: 3038.245850
	Iteration 15Q: 3 clusters Score -1218625 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1218690.750000 Penalty: 3038.245850
	Iteration 16Q: 3 clusters Score -1218691 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1218745.500000 Penalty: 3038.245850
	Iteration 17Q: 3 clusters Score -1218746 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1218791.375000 Penalty: 3038.245850
	Iteration 18Q: 3 clusters Score -1218791 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1218844.375000 Penalty: 3038.245850
	Iteration 19Q: 3 clusters Score -1218844 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1218910.000000 Penalty: 3038.245850
	Iteration 20F: 3 clusters Score -1218910 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1218975.875000 Penalty: 3038.245850
	Iteration 21Q: 3 clusters Score -1218976 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1219038.250000 Penalty: 3038.245850
	Iteration 22Q: 3 clusters Score -1219038 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1219099.125000 Penalty: 3038.245850
	Iteration 23Q: 3 clusters Score -1219099 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1219154.875000 Penalty: 3038.245850
	Iteration 24Q: 3 clusters Score -1219155 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1219186.375000 Penalty: 3038.245850
	Iteration 25Q: 3 clusters Score -1219186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1219220.375000 Penalty: 3038.245850
	Iteration 26Q: 3 clusters Score -1219220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1219243.625000 Penalty: 3038.245850
	Iteration 27Q: 3 clusters Score -1219244 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1219265.625000 Penalty: 3038.245850
	Iteration 28Q: 3 clusters Score -1219266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1219282.000000 Penalty: 3038.245850
	Iteration 29Q: 3 clusters Score -1219282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1219300.750000 Penalty: 3038.245850
	Iteration 30Q: 3 clusters Score -1219301 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1219325.000000 Penalty: 3038.245850
	Iteration 31Q: 3 clusters Score -1219325 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1219350.125000 Penalty: 3038.245850
	Iteration 32Q: 3 clusters Score -1219350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1219372.625000 Penalty: 3038.245850
	Iteration 33Q: 3 clusters Score -1219373 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1219389.625000 Penalty: 3038.245850
	Iteration 34Q: 3 clusters Score -1219390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1219412.000000 Penalty: 3038.245850
	Iteration 35Q: 3 clusters Score -1219412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1219432.750000 Penalty: 3038.245850
	Iteration 36Q: 3 clusters Score -1219433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1219458.125000 Penalty: 3038.245850
	Iteration 37Q: 3 clusters Score -1219458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1219482.500000 Penalty: 3038.245850
	Iteration 38Q: 3 clusters Score -1219482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1219500.875000 Penalty: 3038.245850
	Iteration 39Q: 3 clusters Score -1219501 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1219522.250000 Penalty: 3038.245850
	Iteration 40F: 3 clusters Score -1219522 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1219544.250000 Penalty: 3038.245850
	Iteration 41Q: 3 clusters Score -1219544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1219558.375000 Penalty: 3038.245850
	Iteration 42Q: 3 clusters Score -1219558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1219573.750000 Penalty: 3038.245850
	Iteration 43Q: 3 clusters Score -1219574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1219595.250000 Penalty: 3038.245850
	Iteration 44Q: 3 clusters Score -1219595 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1219617.000000 Penalty: 3038.245850
	Iteration 45Q: 3 clusters Score -1219617 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1219648.875000 Penalty: 3038.245850
	Iteration 46Q: 3 clusters Score -1219649 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1219675.250000 Penalty: 3038.245850
	Iteration 47Q: 3 clusters Score -1219675 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1219703.000000 Penalty: 3038.245850
	Iteration 48Q: 3 clusters Score -1219703 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1219734.000000 Penalty: 3038.245850
	Iteration 49Q: 3 clusters Score -1219734 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1219776.750000 Penalty: 3038.245850
	Iteration 50Q: 3 clusters Score -1219777 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1219814.625000 Penalty: 3038.245850
	Iteration 51Q: 3 clusters Score -1219815 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1219858.625000 Penalty: 3038.245850
	Iteration 52Q: 3 clusters Score -1219859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1219903.375000 Penalty: 3038.245850
	Iteration 53Q: 3 clusters Score -1219903 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1219962.750000 Penalty: 3038.245850
	Iteration 54Q: 3 clusters Score -1219963 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1220030.625000 Penalty: 3038.245850
	Iteration 55Q: 3 clusters Score -1220031 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1220090.875000 Penalty: 3038.245850
	Iteration 56Q: 3 clusters Score -1220091 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1220143.750000 Penalty: 3038.245850
	Iteration 57Q: 3 clusters Score -1220144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1220191.500000 Penalty: 3038.245850
	Iteration 58Q: 3 clusters Score -1220192 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1220239.000000 Penalty: 3038.245850
	Iteration 59Q: 3 clusters Score -1220239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1220287.625000 Penalty: 3038.245850
	Iteration 60F: 3 clusters Score -1220288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1220340.875000 Penalty: 3038.245850
	Iteration 61Q: 3 clusters Score -1220341 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1220388.500000 Penalty: 3038.245850
	Iteration 62Q: 3 clusters Score -1220388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1220421.625000 Penalty: 3038.245850
	Iteration 63Q: 3 clusters Score -1220422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1220451.000000 Penalty: 3038.245850
	Iteration 64Q: 3 clusters Score -1220451 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1220477.625000 Penalty: 3038.245850
	Iteration 65Q: 3 clusters Score -1220478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1220492.750000 Penalty: 3038.245850
	Iteration 66Q: 3 clusters Score -1220493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1220506.875000 Penalty: 3038.245850
	Iteration 67Q: 3 clusters Score -1220507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1220525.875000 Penalty: 3038.245850
	Iteration 68Q: 3 clusters Score -1220526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1220543.250000 Penalty: 3038.245850
	Iteration 69Q: 3 clusters Score -1220543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1220559.250000 Penalty: 3038.245850
	Iteration 70Q: 3 clusters Score -1220559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1220566.250000 Penalty: 3038.245850
	Iteration 71Q: 3 clusters Score -1220566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1220576.375000 Penalty: 3038.245850
	Iteration 72Q: 3 clusters Score -1220576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1220589.000000 Penalty: 3038.245850
	Iteration 73Q: 3 clusters Score -1220589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1220600.875000 Penalty: 3038.245850
	Iteration 74Q: 3 clusters Score -1220601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1220610.250000 Penalty: 3038.245850
	Iteration 75Q: 3 clusters Score -1220610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1220620.625000 Penalty: 3038.245850
	Iteration 76Q: 3 clusters Score -1220621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1220624.750000 Penalty: 3038.245850
	Iteration 77Q: 3 clusters Score -1220625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1220627.500000 Penalty: 3038.245850
	Iteration 78Q: 3 clusters Score -1220628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1220634.000000 Penalty: 3038.245850
	Iteration 79Q: 3 clusters Score -1220634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1220639.375000 Penalty: 3038.245850
	Iteration 80F: 3 clusters Score -1220639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1220643.125000 Penalty: 3038.245850
	Iteration 81Q: 3 clusters Score -1220643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1220645.875000 Penalty: 3038.245850
	Iteration 82Q: 3 clusters Score -1220646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1220650.625000 Penalty: 3038.245850
	Iteration 83Q: 3 clusters Score -1220651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1220654.000000 Penalty: 3038.245850
	Iteration 84Q: 3 clusters Score -1220654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1220660.375000 Penalty: 3038.245850
	Iteration 85Q: 3 clusters Score -1220660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1220669.375000 Penalty: 3038.245850
	Iteration 86Q: 3 clusters Score -1220669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1220676.375000 Penalty: 3038.245850
	Iteration 87Q: 3 clusters Score -1220676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1220680.625000 Penalty: 3038.245850
	Iteration 88Q: 3 clusters Score -1220681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1220684.500000 Penalty: 3038.245850
	Iteration 89Q: 3 clusters Score -1220684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1220689.000000 Penalty: 3038.245850
	Iteration 90Q: 3 clusters Score -1220689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1220687.875000 Penalty: 3038.245850
	Iteration 91Q: 3 clusters Score -1220688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1220687.875000 Penalty: 3038.245850
	Iteration 92F: 3 clusters Score -1220688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -680507.125000 Penalty: 1417.127930
	Iteration 0F: 2 clusters Score -680507.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -675799.937500 Penalty: 2834.255859
	Iteration 0F: 3 clusters Score -675799.9 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -677124.187500 Penalty: 2834.255859
	Iteration 1F: 3 clusters Score -677124.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -677282.187500 Penalty: 2834.255859
	Iteration 2F: 3 clusters Score -677282.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -677382.062500 Penalty: 2834.255859
	Iteration 3Q: 3 clusters Score -677382.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -677461.375000 Penalty: 2834.255859
	Iteration 4Q: 3 clusters Score -677461.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -677520.062500 Penalty: 2834.255859
	Iteration 5Q: 3 clusters Score -677520.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -677574.687500 Penalty: 2834.255859
	Iteration 6Q: 3 clusters Score -677574.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -677626.812500 Penalty: 2834.255859
	Iteration 7Q: 3 clusters Score -677626.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -677658.812500 Penalty: 2834.255859
	Iteration 8Q: 3 clusters Score -677658.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -677683.250000 Penalty: 2834.255859
	Iteration 9Q: 3 clusters Score -677683.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -677698.375000 Penalty: 2834.255859
	Iteration 10Q: 3 clusters Score -677698.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -677715.250000 Penalty: 2834.255859
	Iteration 11Q: 3 clusters Score -677715.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -677733.062500 Penalty: 2834.255859
	Iteration 12Q: 3 clusters Score -677733.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -677750.937500 Penalty: 2834.255859
	Iteration 13Q: 3 clusters Score -677750.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -677769.437500 Penalty: 2834.255859
	Iteration 14Q: 3 clusters Score -677769.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -677790.500000 Penalty: 2834.255859
	Iteration 15Q: 3 clusters Score -677790.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -677813.562500 Penalty: 2834.255859
	Iteration 16Q: 3 clusters Score -677813.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -677841.375000 Penalty: 2834.255859
	Iteration 17Q: 3 clusters Score -677841.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -677874.437500 Penalty: 2834.255859
	Iteration 18Q: 3 clusters Score -677874.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -677907.562500 Penalty: 2834.255859
	Iteration 19Q: 3 clusters Score -677907.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -677952.562500 Penalty: 2834.255859
	Iteration 20F: 3 clusters Score -677952.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -677992.875000 Penalty: 2834.255859
	Iteration 21Q: 3 clusters Score -677992.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -678038.500000 Penalty: 2834.255859
	Iteration 22Q: 3 clusters Score -678038.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -678080.437500 Penalty: 2834.255859
	Iteration 23Q: 3 clusters Score -678080.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -678132.125000 Penalty: 2834.255859
	Iteration 24Q: 3 clusters Score -678132.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -678182.500000 Penalty: 2834.255859
	Iteration 25Q: 3 clusters Score -678182.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -678253.500000 Penalty: 2834.255859
	Iteration 26Q: 3 clusters Score -678253.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -678310.750000 Penalty: 2834.255859
	Iteration 27Q: 3 clusters Score -678310.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -678366.937500 Penalty: 2834.255859
	Iteration 28Q: 3 clusters Score -678366.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -678429.687500 Penalty: 2834.255859
	Iteration 29Q: 3 clusters Score -678429.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -678488.437500 Penalty: 2834.255859
	Iteration 30Q: 3 clusters Score -678488.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -678528.812500 Penalty: 2834.255859
	Iteration 31Q: 3 clusters Score -678528.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -678569.937500 Penalty: 2834.255859
	Iteration 32Q: 3 clusters Score -678569.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -678608.500000 Penalty: 2834.255859
	Iteration 33Q: 3 clusters Score -678608.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -678653.250000 Penalty: 2834.255859
	Iteration 34Q: 3 clusters Score -678653.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -678700.375000 Penalty: 2834.255859
	Iteration 35Q: 3 clusters Score -678700.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -678734.750000 Penalty: 2834.255859
	Iteration 36Q: 3 clusters Score -678734.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -678769.750000 Penalty: 2834.255859
	Iteration 37Q: 3 clusters Score -678769.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -678806.937500 Penalty: 2834.255859
	Iteration 38Q: 3 clusters Score -678806.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -678836.500000 Penalty: 2834.255859
	Iteration 39Q: 3 clusters Score -678836.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -678865.000000 Penalty: 2834.255859
	Iteration 40F: 3 clusters Score -678865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -678883.375000 Penalty: 2834.255859
	Iteration 41Q: 3 clusters Score -678883.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -678907.937500 Penalty: 2834.255859
	Iteration 42Q: 3 clusters Score -678907.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -678928.000000 Penalty: 2834.255859
	Iteration 43Q: 3 clusters Score -678928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -678945.375000 Penalty: 2834.255859
	Iteration 44Q: 3 clusters Score -678945.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -678958.937500 Penalty: 2834.255859
	Iteration 45Q: 3 clusters Score -678958.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -678970.687500 Penalty: 2834.255859
	Iteration 46Q: 3 clusters Score -678970.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -678980.437500 Penalty: 2834.255859
	Iteration 47Q: 3 clusters Score -678980.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -678987.562500 Penalty: 2834.255859
	Iteration 48Q: 3 clusters Score -678987.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -678998.875000 Penalty: 2834.255859
	Iteration 49Q: 3 clusters Score -678998.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -679007.625000 Penalty: 2834.255859
	Iteration 50Q: 3 clusters Score -679007.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -679019.125000 Penalty: 2834.255859
	Iteration 51Q: 3 clusters Score -679019.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -679031.187500 Penalty: 2834.255859
	Iteration 52Q: 3 clusters Score -679031.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -679047.750000 Penalty: 2834.255859
	Iteration 53Q: 3 clusters Score -679047.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -679060.875000 Penalty: 2834.255859
	Iteration 54Q: 3 clusters Score -679060.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -679072.000000 Penalty: 2834.255859
	Iteration 55Q: 3 clusters Score -679072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -679074.437500 Penalty: 2834.255859
	Iteration 56Q: 3 clusters Score -679074.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -679081.437500 Penalty: 2834.255859
	Iteration 57Q: 3 clusters Score -679081.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -679084.812500 Penalty: 2834.255859
	Iteration 58Q: 3 clusters Score -679084.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -679088.062500 Penalty: 2834.255859
	Iteration 59Q: 3 clusters Score -679088.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -679090.250000 Penalty: 2834.255859
	Iteration 60F: 3 clusters Score -679090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -679092.250000 Penalty: 2834.255859
	Iteration 61Q: 3 clusters Score -679092.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -679098.062500 Penalty: 2834.255859
	Iteration 62Q: 3 clusters Score -679098.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -679096.625000 Penalty: 2834.255859
	Iteration 63Q: 3 clusters Score -679096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -679099.812500 Penalty: 2834.255859
	Iteration 64Q: 3 clusters Score -679099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -679101.875000 Penalty: 2834.255859
	Iteration 65Q: 3 clusters Score -679101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -679102.812500 Penalty: 2834.255859
	Iteration 66Q: 3 clusters Score -679102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -679103.125000 Penalty: 2834.255859
	Iteration 67Q: 3 clusters Score -679103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -679103.000000 Penalty: 2834.255859
	Iteration 68Q: 3 clusters Score -679103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -679103.562500 Penalty: 2834.255859
	Iteration 69Q: 3 clusters Score -679103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -679104.312500 Penalty: 2834.255859
	Iteration 70Q: 3 clusters Score -679104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -679105.187500 Penalty: 2834.255859
	Iteration 71Q: 3 clusters Score -679105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -679106.500000 Penalty: 2834.255859
	Iteration 72Q: 3 clusters Score -679106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -679106.437500 Penalty: 2834.255859
	Iteration 73Q: 3 clusters Score -679106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -679105.812500 Penalty: 2834.255859
	Iteration 74Q: 3 clusters Score -679105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -679105.812500 Penalty: 2834.255859
	Iteration 75Q: 3 clusters Score -679105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -679108.500000 Penalty: 2834.255859
	Iteration 76Q: 3 clusters Score -679108.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -679111.437500 Penalty: 2834.255859
	Iteration 77Q: 3 clusters Score -679111.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -679112.500000 Penalty: 2834.255859
	Iteration 78Q: 3 clusters Score -679112.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -679114.687500 Penalty: 2834.255859
	Iteration 79Q: 3 clusters Score -679114.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -679117.000000 Penalty: 2834.255859
	Iteration 80F: 3 clusters Score -679117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -679118.000000 Penalty: 2834.255859
	Iteration 81Q: 3 clusters Score -679118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -679117.187500 Penalty: 2834.255859
	Iteration 82Q: 3 clusters Score -679117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -679117.500000 Penalty: 2834.255859
	Iteration 83Q: 3 clusters Score -679117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -679117.312500 Penalty: 2834.255859
	Iteration 84Q: 3 clusters Score -679117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -679117.750000 Penalty: 2834.255859
	Iteration 85Q: 3 clusters Score -679117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -679120.312500 Penalty: 2834.255859
	Iteration 86Q: 3 clusters Score -679120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -679121.437500 Penalty: 2834.255859
	Iteration 87Q: 3 clusters Score -679121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -679123.875000 Penalty: 2834.255859
	Iteration 88Q: 3 clusters Score -679123.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -679126.875000 Penalty: 2834.255859
	Iteration 89Q: 3 clusters Score -679126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -679129.125000 Penalty: 2834.255859
	Iteration 90Q: 3 clusters Score -679129.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -679132.000000 Penalty: 2834.255859
	Iteration 91Q: 3 clusters Score -679132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -679133.875000 Penalty: 2834.255859
	Iteration 92Q: 3 clusters Score -679133.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -679138.437500 Penalty: 2834.255859
	Iteration 93Q: 3 clusters Score -679138.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -679140.312500 Penalty: 2834.255859
	Iteration 94Q: 3 clusters Score -679140.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -679143.875000 Penalty: 2834.255859
	Iteration 95Q: 3 clusters Score -679143.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -679148.937500 Penalty: 2834.255859
	Iteration 96Q: 3 clusters Score -679148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -679149.750000 Penalty: 2834.255859
	Iteration 97Q: 3 clusters Score -679149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -679152.000000 Penalty: 2834.255859
	Iteration 98Q: 3 clusters Score -679152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -679151.875000 Penalty: 2834.255859
	Iteration 99Q: 3 clusters Score -679151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -679151.625000 Penalty: 2834.255859
	Iteration 100F: 3 clusters Score -679151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -679153.937500 Penalty: 2834.255859
	Iteration 101Q: 3 clusters Score -679153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -679153.312500 Penalty: 2834.255859
	Iteration 102Q: 3 clusters Score -679153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -679152.312500 Penalty: 2834.255859
	Iteration 103Q: 3 clusters Score -679152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -679154.812500 Penalty: 2834.255859
	Iteration 104Q: 3 clusters Score -679154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -679153.937500 Penalty: 2834.255859
	Iteration 105Q: 3 clusters Score -679153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -679154.750000 Penalty: 2834.255859
	Iteration 106Q: 3 clusters Score -679154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -679155.375000 Penalty: 2834.255859
	Iteration 107Q: 3 clusters Score -679155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -679157.750000 Penalty: 2834.255859
	Iteration 108Q: 3 clusters Score -679157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -679159.187500 Penalty: 2834.255859
	Iteration 109Q: 3 clusters Score -679159.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -679163.187500 Penalty: 2834.255859
	Iteration 110Q: 3 clusters Score -679163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -679164.062500 Penalty: 2834.255859
	Iteration 111Q: 3 clusters Score -679164.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -679166.687500 Penalty: 2834.255859
	Iteration 112Q: 3 clusters Score -679166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -679165.500000 Penalty: 2834.255859
	Iteration 113Q: 3 clusters Score -679165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -679167.125000 Penalty: 2834.255859
	Iteration 114Q: 3 clusters Score -679167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -679167.062500 Penalty: 2834.255859
	Iteration 115Q: 3 clusters Score -679167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -679166.750000 Penalty: 2834.255859
	Iteration 116Q: 3 clusters Score -679166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -679167.562500 Penalty: 2834.255859
	Iteration 117Q: 3 clusters Score -679167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -679167.125000 Penalty: 2834.255859
	Iteration 118Q: 3 clusters Score -679167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -679167.000000 Penalty: 2834.255859
	Iteration 119Q: 3 clusters Score -679167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -679167.000000 Penalty: 2834.255859
	Iteration 120F: 3 clusters Score -679167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Entering Unmasked Estep 
Score: -1417442.250000 Penalty: 1533.278809
	Iteration 0F: 2 clusters Score -1417442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1408677.500000 Penalty: 3066.557617
	Iteration 0F: 3 clusters Score -1408678 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1411656.250000 Penalty: 3066.557617
	Iteration 1F: 3 clusters Score -1411656 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1411904.500000 Penalty: 3066.557617
	Iteration 2Q: 3 clusters Score -1411904 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1412181.000000 Penalty: 3066.557617
	Iteration 3Q: 3 clusters Score -1412181 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1412518.250000 Penalty: 3066.557617
	Iteration 4Q: 3 clusters Score -1412518 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1412879.500000 Penalty: 3066.557617
	Iteration 5Q: 3 clusters Score -1412880 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1413187.875000 Penalty: 3066.557617
	Iteration 6Q: 3 clusters Score -1413188 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1413524.875000 Penalty: 3066.557617
	Iteration 7Q: 3 clusters Score -1413525 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1413884.875000 Penalty: 3066.557617
	Iteration 8Q: 3 clusters Score -1413885 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1414310.625000 Penalty: 3066.557617
	Iteration 9Q: 3 clusters Score -1414311 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1414693.125000 Penalty: 3066.557617
	Iteration 10Q: 3 clusters Score -1414693 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1415011.125000 Penalty: 3066.557617
	Iteration 11Q: 3 clusters Score -1415011 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1415228.000000 Penalty: 3066.557617
	Iteration 12Q: 3 clusters Score -1415228 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1415338.000000 Penalty: 3066.557617
	Iteration 13Q: 3 clusters Score -1415338 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1415397.500000 Penalty: 3066.557617
	Iteration 14Q: 3 clusters Score -1415398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1415438.750000 Penalty: 3066.557617
	Iteration 15Q: 3 clusters Score -1415439 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1415456.500000 Penalty: 3066.557617
	Iteration 16Q: 3 clusters Score -1415456 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1415477.375000 Penalty: 3066.557617
	Iteration 17Q: 3 clusters Score -1415477 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1415485.125000 Penalty: 3066.557617
	Iteration 18Q: 3 clusters Score -1415485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1415495.000000 Penalty: 3066.557617
	Iteration 19Q: 3 clusters Score -1415495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1415508.625000 Penalty: 3066.557617
	Iteration 20F: 3 clusters Score -1415509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1415517.375000 Penalty: 3066.557617
	Iteration 21Q: 3 clusters Score -1415517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1415525.125000 Penalty: 3066.557617
	Iteration 22Q: 3 clusters Score -1415525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1415523.500000 Penalty: 3066.557617
	Iteration 23Q: 3 clusters Score -1415524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1415527.750000 Penalty: 3066.557617
	Iteration 24Q: 3 clusters Score -1415528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1415531.875000 Penalty: 3066.557617
	Iteration 25Q: 3 clusters Score -1415532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1415530.250000 Penalty: 3066.557617
	Iteration 26Q: 3 clusters Score -1415530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1415529.250000 Penalty: 3066.557617
	Iteration 27Q: 3 clusters Score -1415529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1415532.125000 Penalty: 3066.557617
	Iteration 28Q: 3 clusters Score -1415532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1415534.250000 Penalty: 3066.557617
	Iteration 29Q: 3 clusters Score -1415534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1415533.750000 Penalty: 3066.557617
	Iteration 30Q: 3 clusters Score -1415534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1415536.750000 Penalty: 3066.557617
	Iteration 31Q: 3 clusters Score -1415537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1415538.375000 Penalty: 3066.557617
	Iteration 32Q: 3 clusters Score -1415538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1415538.375000 Penalty: 3066.557617
	Iteration 33Q: 3 clusters Score -1415538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1415537.500000 Penalty: 3066.557617
	Iteration 34Q: 3 clusters Score -1415538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1415535.875000 Penalty: 3066.557617
	Iteration 35Q: 3 clusters Score -1415536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1415537.375000 Penalty: 3066.557617
	Iteration 36Q: 3 clusters Score -1415537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1415535.250000 Penalty: 3066.557617
	Iteration 37Q: 3 clusters Score -1415535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1415536.875000 Penalty: 3066.557617
	Iteration 38Q: 3 clusters Score -1415537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1415537.750000 Penalty: 3066.557617
	Iteration 39Q: 3 clusters Score -1415538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1415538.500000 Penalty: 3066.557617
	Iteration 40F: 3 clusters Score -1415538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1415536.000000 Penalty: 3066.557617
	Iteration 41Q: 3 clusters Score -1415536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1415537.750000 Penalty: 3066.557617
	Iteration 42Q: 3 clusters Score -1415538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1415537.500000 Penalty: 3066.557617
	Iteration 43Q: 3 clusters Score -1415538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1415537.875000 Penalty: 3066.557617
	Iteration 44Q: 3 clusters Score -1415538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1415537.875000 Penalty: 3066.557617
	Iteration 45F: 3 clusters Score -1415538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191987 members 
Entering Unmasked Estep 
Score: -21027662.000000 Penalty: 1976.842285
	Iteration 0F: 2 clusters Score -2.102766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 96121 members 
Entering Unmasked Estep 
Score: -20919224.000000 Penalty: 3953.684570
	Iteration 0F: 3 clusters Score -2.091922e+07 nChanged 92854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -20974462.000000 Penalty: 3953.684570
	Iteration 1F: 3 clusters Score -2.097446e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 103633 members 
Entering Unmasked Estep 
Score: -20975370.000000 Penalty: 3953.684570
	Iteration 2Q: 3 clusters Score -2.097537e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -20976724.000000 Penalty: 3953.684570
	Iteration 3Q: 3 clusters Score -2.097672e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -20978326.000000 Penalty: 3953.684570
	Iteration 4Q: 3 clusters Score -2.097833e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 121801 members 
Entering Unmasked Estep 
Score: -20981360.000000 Penalty: 3953.684570
	Iteration 5F: 3 clusters Score -2.098136e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -20986456.000000 Penalty: 3953.684570
	Iteration 6F: 3 clusters Score -2.098646e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 142796 members 
Entering Unmasked Estep 
Score: -20993720.000000 Penalty: 3953.684570
	Iteration 7F: 3 clusters Score -2.099372e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -21002710.000000 Penalty: 3953.684570
	Iteration 8F: 3 clusters Score -2.100271e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 159573 members 
Entering Unmasked Estep 
Score: -21010194.000000 Penalty: 3953.684570
	Iteration 9F: 3 clusters Score -2.101019e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 162278 members 
Entering Unmasked Estep 
Score: -21014690.000000 Penalty: 3953.684570
	Iteration 10Q: 3 clusters Score -2.101469e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 162984 members 
Entering Unmasked Estep 
Score: -21015956.000000 Penalty: 3953.684570
	Iteration 11Q: 3 clusters Score -2.101596e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 163295 members 
Entering Unmasked Estep 
Score: -21016362.000000 Penalty: 3953.684570
	Iteration 12Q: 3 clusters Score -2.101636e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -21016478.000000 Penalty: 3953.684570
	Iteration 13Q: 3 clusters Score -2.101648e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 163653 members 
Entering Unmasked Estep 
Score: -21016464.000000 Penalty: 3953.684570
	Iteration 14Q: 3 clusters Score -2.101646e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 163782 members 
Entering Unmasked Estep 
Score: -21016428.000000 Penalty: 3953.684570
	Iteration 15Q: 3 clusters Score -2.101643e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 163828 members 
Entering Unmasked Estep 
Score: -21016406.000000 Penalty: 3953.684570
	Iteration 16Q: 3 clusters Score -2.101641e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 163775 members 
Entering Unmasked Estep 
Score: -21016242.000000 Penalty: 3953.684570
	Iteration 17Q: 3 clusters Score -2.101624e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 163663 members 
Entering Unmasked Estep 
Score: -21016184.000000 Penalty: 3953.684570
	Iteration 18Q: 3 clusters Score -2.101618e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 163403 members 
Entering Unmasked Estep 
Score: -21016242.000000 Penalty: 3953.684570
	Iteration 19Q: 3 clusters Score -2.101624e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 163028 members 
Entering Unmasked Estep 
Score: -21016162.000000 Penalty: 3953.684570
	Iteration 20F: 3 clusters Score -2.101616e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 162599 members 
Entering Unmasked Estep 
Score: -21015990.000000 Penalty: 3953.684570
	Iteration 21Q: 3 clusters Score -2.101599e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 162051 members 
Entering Unmasked Estep 
Score: -21016028.000000 Penalty: 3953.684570
	Iteration 22Q: 3 clusters Score -2.101603e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 161415 members 
Entering Unmasked Estep 
Score: -21015878.000000 Penalty: 3953.684570
	Iteration 23Q: 3 clusters Score -2.101588e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -21015824.000000 Penalty: 3953.684570
	Iteration 24Q: 3 clusters Score -2.101582e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 159985 members 
Entering Unmasked Estep 
Score: -21015680.000000 Penalty: 3953.684570
	Iteration 25Q: 3 clusters Score -2.101568e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 159110 members 
Entering Unmasked Estep 
Score: -21015466.000000 Penalty: 3953.684570
	Iteration 26Q: 3 clusters Score -2.101547e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -21015272.000000 Penalty: 3953.684570
	Iteration 27Q: 3 clusters Score -2.101527e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 157146 members 
Entering Unmasked Estep 
Score: -21015218.000000 Penalty: 3953.684570
	Iteration 28Q: 3 clusters Score -2.101522e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 156064 members 
Entering Unmasked Estep 
Score: -21015088.000000 Penalty: 3953.684570
	Iteration 29Q: 3 clusters Score -2.101509e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 154896 members 
Entering Unmasked Estep 
Score: -21014874.000000 Penalty: 3953.684570
	Iteration 30Q: 3 clusters Score -2.101487e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 153672 members 
Entering Unmasked Estep 
Score: -21014608.000000 Penalty: 3953.684570
	Iteration 31Q: 3 clusters Score -2.101461e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 152371 members 
Entering Unmasked Estep 
Score: -21014430.000000 Penalty: 3953.684570
	Iteration 32Q: 3 clusters Score -2.101443e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 150924 members 
Entering Unmasked Estep 
Score: -21014212.000000 Penalty: 3953.684570
	Iteration 33Q: 3 clusters Score -2.101421e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 149360 members 
Entering Unmasked Estep 
Score: -21014072.000000 Penalty: 3953.684570
	Iteration 34Q: 3 clusters Score -2.101407e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 147786 members 
Entering Unmasked Estep 
Score: -21013826.000000 Penalty: 3953.684570
	Iteration 35Q: 3 clusters Score -2.101383e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 146284 members 
Entering Unmasked Estep 
Score: -21013616.000000 Penalty: 3953.684570
	Iteration 36Q: 3 clusters Score -2.101362e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 144894 members 
Entering Unmasked Estep 
Score: -21013482.000000 Penalty: 3953.684570
	Iteration 37Q: 3 clusters Score -2.101348e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 143615 members 
Entering Unmasked Estep 
Score: -21013286.000000 Penalty: 3953.684570
	Iteration 38Q: 3 clusters Score -2.101329e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 142426 members 
Entering Unmasked Estep 
Score: -21013170.000000 Penalty: 3953.684570
	Iteration 39Q: 3 clusters Score -2.101317e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 141306 members 
Entering Unmasked Estep 
Score: -21013228.000000 Penalty: 3953.684570
	Iteration 40F: 3 clusters Score -2.101323e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 140027 members 
Entering Unmasked Estep 
Score: -21013130.000000 Penalty: 3953.684570
	Iteration 41Q: 3 clusters Score -2.101313e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 138799 members 
Entering Unmasked Estep 
Score: -21012994.000000 Penalty: 3953.684570
	Iteration 42Q: 3 clusters Score -2.101299e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 137597 members 
Entering Unmasked Estep 
Score: -21012858.000000 Penalty: 3953.684570
	Iteration 43Q: 3 clusters Score -2.101286e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 136364 members 
Entering Unmasked Estep 
Score: -21012794.000000 Penalty: 3953.684570
	Iteration 44Q: 3 clusters Score -2.101279e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 135108 members 
Entering Unmasked Estep 
Score: -21012706.000000 Penalty: 3953.684570
	Iteration 45Q: 3 clusters Score -2.101271e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 133839 members 
Entering Unmasked Estep 
Score: -21012606.000000 Penalty: 3953.684570
	Iteration 46Q: 3 clusters Score -2.101261e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 132487 members 
Entering Unmasked Estep 
Score: -21012586.000000 Penalty: 3953.684570
	Iteration 47Q: 3 clusters Score -2.101259e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 131011 members 
Entering Unmasked Estep 
Score: -21012540.000000 Penalty: 3953.684570
	Iteration 48Q: 3 clusters Score -2.101254e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -21012428.000000 Penalty: 3953.684570
	Iteration 49Q: 3 clusters Score -2.101243e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 127579 members 
Entering Unmasked Estep 
Score: -21012318.000000 Penalty: 3953.684570
	Iteration 50Q: 3 clusters Score -2.101232e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 125765 members 
Entering Unmasked Estep 
Score: -21012388.000000 Penalty: 3953.684570
	Iteration 51Q: 3 clusters Score -2.101239e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 123875 members 
Entering Unmasked Estep 
Score: -21012612.000000 Penalty: 3953.684570
	Iteration 52Q: 3 clusters Score -2.101261e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -21012702.000000 Penalty: 3953.684570
	Iteration 53Q: 3 clusters Score -2.10127e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 119637 members 
Entering Unmasked Estep 
Score: -21012988.000000 Penalty: 3953.684570
	Iteration 54Q: 3 clusters Score -2.101299e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74566 members 
Mstep: Class 2 contains 117421 members 
Entering Unmasked Estep 
Score: -21013108.000000 Penalty: 3953.684570
	Iteration 55Q: 3 clusters Score -2.101311e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 115184 members 
Entering Unmasked Estep 
Score: -21013362.000000 Penalty: 3953.684570
	Iteration 56Q: 3 clusters Score -2.101336e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 112922 members 
Entering Unmasked Estep 
Score: -21013494.000000 Penalty: 3953.684570
	Iteration 57Q: 3 clusters Score -2.101349e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 110753 members 
Entering Unmasked Estep 
Score: -21013554.000000 Penalty: 3953.684570
	Iteration 58Q: 3 clusters Score -2.101355e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 108590 members 
Entering Unmasked Estep 
Score: -21013598.000000 Penalty: 3953.684570
	Iteration 59Q: 3 clusters Score -2.10136e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -21013694.000000 Penalty: 3953.684570
	Iteration 60F: 3 clusters Score -2.101369e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -21013708.000000 Penalty: 3953.684570
	Iteration 61Q: 3 clusters Score -2.101371e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 100357 members 
Entering Unmasked Estep 
Score: -21013146.000000 Penalty: 3953.684570
	Iteration 62Q: 3 clusters Score -2.101315e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -21011120.000000 Penalty: 3953.684570
	Iteration 63Q: 3 clusters Score -2.101112e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105605 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -21007964.000000 Penalty: 3953.684570
	Iteration 64Q: 3 clusters Score -2.100796e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116416 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -21004204.000000 Penalty: 3953.684570
	Iteration 65F: 3 clusters Score -2.10042e+07 nChanged 14650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131064 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -21003670.000000 Penalty: 3953.684570
	Iteration 66F: 3 clusters Score -2.100367e+07 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149047 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -21008688.000000 Penalty: 3953.684570
	Iteration 67F: 3 clusters Score -2.100869e+07 nChanged 19538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168583 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -21017588.000000 Penalty: 3953.684570
	Iteration 68F: 3 clusters Score -2.101759e+07 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182646 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -21022192.000000 Penalty: 3953.684570
	Iteration 69F: 3 clusters Score -2.102219e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188720 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -21024188.000000 Penalty: 3953.684570
	Iteration 70Q: 3 clusters Score -2.102419e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -21025222.000000 Penalty: 3953.684570
	Iteration 71Q: 3 clusters Score -2.102522e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191248 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21025566.000000 Penalty: 3953.684570
	Iteration 72Q: 3 clusters Score -2.102557e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191443 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21025722.000000 Penalty: 3953.684570
	Iteration 73Q: 3 clusters Score -2.102572e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191527 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21025828.000000 Penalty: 3953.684570
	Iteration 74Q: 3 clusters Score -2.102583e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191571 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21025884.000000 Penalty: 3953.684570
	Iteration 75Q: 3 clusters Score -2.102588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191579 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21025904.000000 Penalty: 3953.684570
	Iteration 76Q: 3 clusters Score -2.10259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191589 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21025934.000000 Penalty: 3953.684570
	Iteration 77Q: 3 clusters Score -2.102593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191596 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21025944.000000 Penalty: 3953.684570
	Iteration 78Q: 3 clusters Score -2.102594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191600 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21025950.000000 Penalty: 3953.684570
	Iteration 79Q: 3 clusters Score -2.102595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191605 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21025960.000000 Penalty: 3953.684570
	Iteration 80F: 3 clusters Score -2.102596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191599 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -21025966.000000 Penalty: 3953.684570
	Iteration 81Q: 3 clusters Score -2.102597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191601 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21025972.000000 Penalty: 3953.684570
	Iteration 82Q: 3 clusters Score -2.102597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191604 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21025982.000000 Penalty: 3953.684570
	Iteration 83Q: 3 clusters Score -2.102598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191605 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21025974.000000 Penalty: 3953.684570
	Iteration 84Q: 3 clusters Score -2.102597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191610 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21025990.000000 Penalty: 3953.684570
	Iteration 85Q: 3 clusters Score -2.102599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191610 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21025972.000000 Penalty: 3953.684570
	Iteration 86Q: 3 clusters Score -2.102597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191611 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21025988.000000 Penalty: 3953.684570
	Iteration 87Q: 3 clusters Score -2.102599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191616 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21026004.000000 Penalty: 3953.684570
	Iteration 88Q: 3 clusters Score -2.1026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21025994.000000 Penalty: 3953.684570
	Iteration 89Q: 3 clusters Score -2.102599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191621 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21025998.000000 Penalty: 3953.684570
	Iteration 90Q: 3 clusters Score -2.1026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191621 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21026000.000000 Penalty: 3953.684570
	Iteration 91Q: 3 clusters Score -2.1026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191621 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21026008.000000 Penalty: 3953.684570
	Iteration 92Q: 3 clusters Score -2.102601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21026016.000000 Penalty: 3953.684570
	Iteration 93Q: 3 clusters Score -2.102602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191620 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -21026012.000000 Penalty: 3953.684570
	Iteration 94Q: 3 clusters Score -2.102601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21026026.000000 Penalty: 3953.684570
	Iteration 95Q: 3 clusters Score -2.102603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191618 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21026018.000000 Penalty: 3953.684570
	Iteration 96Q: 3 clusters Score -2.102602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191617 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -21026022.000000 Penalty: 3953.684570
	Iteration 97Q: 3 clusters Score -2.102602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191617 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -21026022.000000 Penalty: 3953.684570
	Iteration 98F: 3 clusters Score -2.102602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Entering Unmasked Estep 
Score: -2014704.125000 Penalty: 1590.471313
	Iteration 0F: 2 clusters Score -2014704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2002517.500000 Penalty: 3180.942627
	Iteration 0F: 3 clusters Score -2002518 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2006779.125000 Penalty: 3180.942627
	Iteration 1F: 3 clusters Score -2006779 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2007109.875000 Penalty: 3180.942627
	Iteration 2Q: 3 clusters Score -2007110 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2007517.125000 Penalty: 3180.942627
	Iteration 3F: 3 clusters Score -2007517 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2008115.625000 Penalty: 3180.942627
	Iteration 4F: 3 clusters Score -2008116 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2008946.750000 Penalty: 3180.942627
	Iteration 5F: 3 clusters Score -2008947 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2010032.125000 Penalty: 3180.942627
	Iteration 6F: 3 clusters Score -2010032 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2011216.125000 Penalty: 3180.942627
	Iteration 7F: 3 clusters Score -2011216 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2012142.000000 Penalty: 3180.942627
	Iteration 8F: 3 clusters Score -2012142 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2012657.500000 Penalty: 3180.942627
	Iteration 9Q: 3 clusters Score -2012658 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2012929.125000 Penalty: 3180.942627
	Iteration 10Q: 3 clusters Score -2012929 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2013079.750000 Penalty: 3180.942627
	Iteration 11Q: 3 clusters Score -2013080 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2013164.250000 Penalty: 3180.942627
	Iteration 12Q: 3 clusters Score -2013164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2013214.500000 Penalty: 3180.942627
	Iteration 13Q: 3 clusters Score -2013214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2013260.875000 Penalty: 3180.942627
	Iteration 14Q: 3 clusters Score -2013261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2013288.875000 Penalty: 3180.942627
	Iteration 15Q: 3 clusters Score -2013289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2013303.250000 Penalty: 3180.942627
	Iteration 16Q: 3 clusters Score -2013303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2013313.250000 Penalty: 3180.942627
	Iteration 17Q: 3 clusters Score -2013313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2013321.500000 Penalty: 3180.942627
	Iteration 18Q: 3 clusters Score -2013322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2013317.875000 Penalty: 3180.942627
	Iteration 19Q: 3 clusters Score -2013318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2013318.875000 Penalty: 3180.942627
	Iteration 20F: 3 clusters Score -2013319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2013321.875000 Penalty: 3180.942627
	Iteration 21Q: 3 clusters Score -2013322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2013321.875000 Penalty: 3180.942627
	Iteration 22F: 3 clusters Score -2013322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -75868.476562 Penalty: 1093.402100
	Iteration 0F: 2 clusters Score -75868.48 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 394 members 
Entering Unmasked Estep 
Score: -74774.445312 Penalty: 2186.804199
	Iteration 0F: 3 clusters Score -74774.45 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75505.453125 Penalty: 2186.804199
	Iteration 1F: 3 clusters Score -75505.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75802.585938 Penalty: 2186.804199
	Iteration 2F: 3 clusters Score -75802.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75890.695312 Penalty: 2186.804199
	Iteration 3Q: 3 clusters Score -75890.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75927.460938 Penalty: 2186.804199
	Iteration 4Q: 3 clusters Score -75927.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -75963.273438 Penalty: 2186.804199
	Iteration 5Q: 3 clusters Score -75963.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -75995.750000 Penalty: 2186.804199
	Iteration 6Q: 3 clusters Score -75995.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -76015.648438 Penalty: 2186.804199
	Iteration 7Q: 3 clusters Score -76015.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -76027.281250 Penalty: 2186.804199
	Iteration 8Q: 3 clusters Score -76027.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -76038.531250 Penalty: 2186.804199
	Iteration 9Q: 3 clusters Score -76038.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -76046.312500 Penalty: 2186.804199
	Iteration 10Q: 3 clusters Score -76046.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -76048.101562 Penalty: 2186.804199
	Iteration 11Q: 3 clusters Score -76048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -76051.585938 Penalty: 2186.804199
	Iteration 12Q: 3 clusters Score -76051.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -76056.109375 Penalty: 2186.804199
	Iteration 13Q: 3 clusters Score -76056.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -76066.335938 Penalty: 2186.804199
	Iteration 14Q: 3 clusters Score -76066.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -76070.757812 Penalty: 2186.804199
	Iteration 15Q: 3 clusters Score -76070.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76071.359375 Penalty: 2186.804199
	Iteration 16Q: 3 clusters Score -76071.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76071.359375 Penalty: 2186.804199
	Iteration 17F: 3 clusters Score -76071.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 11481 members 
Mstep: Class 3 contains 6129 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 191987 members 
Mstep: Class 6 contains 17810 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 4574 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 6641 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38350 members 
Mstep: Class 18 contains 22062 members 
Mstep: Class 20 contains 15916 members 
Mstep: Class 21 contains 4584 members 
Mstep: Class 22 contains 5464 members 
Entering Unmasked Estep 
Score: -41694724.000000 Penalty: 41806.339844
Splitting cluster 7 changes total score from -41695464.000000 to -41694724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -505457.218750 Penalty: 1369.573364
	Iteration 0F: 2 clusters Score -505457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -501674.156250 Penalty: 2739.146729
	Iteration 0F: 3 clusters Score -501674.2 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -502638.593750 Penalty: 2739.146729
	Iteration 1F: 3 clusters Score -502638.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -502806.312500 Penalty: 2739.146729
	Iteration 2F: 3 clusters Score -502806.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -502921.937500 Penalty: 2739.146729
	Iteration 3F: 3 clusters Score -502921.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -503003.656250 Penalty: 2739.146729
	Iteration 4Q: 3 clusters Score -503003.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -503059.312500 Penalty: 2739.146729
	Iteration 5Q: 3 clusters Score -503059.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -503110.968750 Penalty: 2739.146729
	Iteration 6Q: 3 clusters Score -503111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -503145.250000 Penalty: 2739.146729
	Iteration 7Q: 3 clusters Score -503145.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -503166.656250 Penalty: 2739.146729
	Iteration 8Q: 3 clusters Score -503166.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -503190.937500 Penalty: 2739.146729
	Iteration 9Q: 3 clusters Score -503190.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -503214.125000 Penalty: 2739.146729
	Iteration 10Q: 3 clusters Score -503214.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -503237.375000 Penalty: 2739.146729
	Iteration 11Q: 3 clusters Score -503237.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -503251.125000 Penalty: 2739.146729
	Iteration 12Q: 3 clusters Score -503251.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -503263.500000 Penalty: 2739.146729
	Iteration 13Q: 3 clusters Score -503263.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -503276.437500 Penalty: 2739.146729
	Iteration 14Q: 3 clusters Score -503276.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -503294.781250 Penalty: 2739.146729
	Iteration 15Q: 3 clusters Score -503294.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -503311.156250 Penalty: 2739.146729
	Iteration 16Q: 3 clusters Score -503311.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -503325.156250 Penalty: 2739.146729
	Iteration 17Q: 3 clusters Score -503325.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -503336.781250 Penalty: 2739.146729
	Iteration 18Q: 3 clusters Score -503336.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -503359.468750 Penalty: 2739.146729
	Iteration 19Q: 3 clusters Score -503359.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -503388.031250 Penalty: 2739.146729
	Iteration 20F: 3 clusters Score -503388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -503420.093750 Penalty: 2739.146729
	Iteration 21Q: 3 clusters Score -503420.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -503451.500000 Penalty: 2739.146729
	Iteration 22Q: 3 clusters Score -503451.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -503480.812500 Penalty: 2739.146729
	Iteration 23Q: 3 clusters Score -503480.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -503513.437500 Penalty: 2739.146729
	Iteration 24Q: 3 clusters Score -503513.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -503547.593750 Penalty: 2739.146729
	Iteration 25Q: 3 clusters Score -503547.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -503582.437500 Penalty: 2739.146729
	Iteration 26Q: 3 clusters Score -503582.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -503619.281250 Penalty: 2739.146729
	Iteration 27Q: 3 clusters Score -503619.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -503647.625000 Penalty: 2739.146729
	Iteration 28Q: 3 clusters Score -503647.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -503673.250000 Penalty: 2739.146729
	Iteration 29Q: 3 clusters Score -503673.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -503698.500000 Penalty: 2739.146729
	Iteration 30Q: 3 clusters Score -503698.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -503730.875000 Penalty: 2739.146729
	Iteration 31Q: 3 clusters Score -503730.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -503772.250000 Penalty: 2739.146729
	Iteration 32Q: 3 clusters Score -503772.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -503827.593750 Penalty: 2739.146729
	Iteration 33Q: 3 clusters Score -503827.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -503877.562500 Penalty: 2739.146729
	Iteration 34Q: 3 clusters Score -503877.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -503916.250000 Penalty: 2739.146729
	Iteration 35Q: 3 clusters Score -503916.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -503956.875000 Penalty: 2739.146729
	Iteration 36Q: 3 clusters Score -503956.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -503998.593750 Penalty: 2739.146729
	Iteration 37Q: 3 clusters Score -503998.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -504031.750000 Penalty: 2739.146729
	Iteration 38Q: 3 clusters Score -504031.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -504067.375000 Penalty: 2739.146729
	Iteration 39Q: 3 clusters Score -504067.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -504097.593750 Penalty: 2739.146729
	Iteration 40F: 3 clusters Score -504097.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -504123.250000 Penalty: 2739.146729
	Iteration 41Q: 3 clusters Score -504123.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -504154.593750 Penalty: 2739.146729
	Iteration 42Q: 3 clusters Score -504154.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -504182.468750 Penalty: 2739.146729
	Iteration 43Q: 3 clusters Score -504182.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -504198.968750 Penalty: 2739.146729
	Iteration 44Q: 3 clusters Score -504199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -504217.093750 Penalty: 2739.146729
	Iteration 45Q: 3 clusters Score -504217.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -504230.000000 Penalty: 2739.146729
	Iteration 46Q: 3 clusters Score -504230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -504240.875000 Penalty: 2739.146729
	Iteration 47Q: 3 clusters Score -504240.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -504252.718750 Penalty: 2739.146729
	Iteration 48Q: 3 clusters Score -504252.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -504262.250000 Penalty: 2739.146729
	Iteration 49Q: 3 clusters Score -504262.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -504268.500000 Penalty: 2739.146729
	Iteration 50Q: 3 clusters Score -504268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -504271.781250 Penalty: 2739.146729
	Iteration 51Q: 3 clusters Score -504271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -504275.312500 Penalty: 2739.146729
	Iteration 52Q: 3 clusters Score -504275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -504277.500000 Penalty: 2739.146729
	Iteration 53Q: 3 clusters Score -504277.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -504277.500000 Penalty: 2739.146729
	Iteration 54F: 3 clusters Score -504277.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -449972.750000 Penalty: 1350.482422
	Iteration 0F: 2 clusters Score -449972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -446605.343750 Penalty: 2700.964844
	Iteration 0F: 3 clusters Score -446605.3 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -447497.468750 Penalty: 2700.964844
	Iteration 1F: 3 clusters Score -447497.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -447671.875000 Penalty: 2700.964844
	Iteration 2F: 3 clusters Score -447671.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -447820.687500 Penalty: 2700.964844
	Iteration 3F: 3 clusters Score -447820.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -447910.312500 Penalty: 2700.964844
	Iteration 4Q: 3 clusters Score -447910.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -447982.781250 Penalty: 2700.964844
	Iteration 5Q: 3 clusters Score -447982.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -448060.218750 Penalty: 2700.964844
	Iteration 6Q: 3 clusters Score -448060.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -448155.906250 Penalty: 2700.964844
	Iteration 7Q: 3 clusters Score -448155.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -448233.875000 Penalty: 2700.964844
	Iteration 8Q: 3 clusters Score -448233.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -448311.687500 Penalty: 2700.964844
	Iteration 9Q: 3 clusters Score -448311.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -448381.531250 Penalty: 2700.964844
	Iteration 10Q: 3 clusters Score -448381.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -448435.250000 Penalty: 2700.964844
	Iteration 11Q: 3 clusters Score -448435.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -448484.500000 Penalty: 2700.964844
	Iteration 12Q: 3 clusters Score -448484.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -448536.093750 Penalty: 2700.964844
	Iteration 13Q: 3 clusters Score -448536.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -448582.218750 Penalty: 2700.964844
	Iteration 14Q: 3 clusters Score -448582.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -448616.812500 Penalty: 2700.964844
	Iteration 15Q: 3 clusters Score -448616.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -448639.781250 Penalty: 2700.964844
	Iteration 16Q: 3 clusters Score -448639.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -448668.156250 Penalty: 2700.964844
	Iteration 17Q: 3 clusters Score -448668.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -448693.843750 Penalty: 2700.964844
	Iteration 18Q: 3 clusters Score -448693.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -448716.750000 Penalty: 2700.964844
	Iteration 19Q: 3 clusters Score -448716.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -448734.343750 Penalty: 2700.964844
	Iteration 20F: 3 clusters Score -448734.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -448743.562500 Penalty: 2700.964844
	Iteration 21Q: 3 clusters Score -448743.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -448753.750000 Penalty: 2700.964844
	Iteration 22Q: 3 clusters Score -448753.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -448761.531250 Penalty: 2700.964844
	Iteration 23Q: 3 clusters Score -448761.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -448766.375000 Penalty: 2700.964844
	Iteration 24Q: 3 clusters Score -448766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -448768.312500 Penalty: 2700.964844
	Iteration 25Q: 3 clusters Score -448768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -448771.375000 Penalty: 2700.964844
	Iteration 26Q: 3 clusters Score -448771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -448771.562500 Penalty: 2700.964844
	Iteration 27Q: 3 clusters Score -448771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -448772.656250 Penalty: 2700.964844
	Iteration 28Q: 3 clusters Score -448772.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -448772.656250 Penalty: 2700.964844
	Iteration 29F: 3 clusters Score -448772.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -1275608.625000 Penalty: 1517.114990
	Iteration 0F: 2 clusters Score -1275609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1267584.750000 Penalty: 3034.229980
	Iteration 0F: 3 clusters Score -1267585 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1270393.375000 Penalty: 3034.229980
	Iteration 1F: 3 clusters Score -1270393 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1270695.750000 Penalty: 3034.229980
	Iteration 2F: 3 clusters Score -1270696 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1270967.250000 Penalty: 3034.229980
	Iteration 3F: 3 clusters Score -1270967 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1271287.000000 Penalty: 3034.229980
	Iteration 4F: 3 clusters Score -1271287 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1271689.250000 Penalty: 3034.229980
	Iteration 5F: 3 clusters Score -1271689 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1272170.000000 Penalty: 3034.229980
	Iteration 6F: 3 clusters Score -1272170 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1272769.750000 Penalty: 3034.229980
	Iteration 7F: 3 clusters Score -1272770 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1273411.000000 Penalty: 3034.229980
	Iteration 8F: 3 clusters Score -1273411 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1273934.250000 Penalty: 3034.229980
	Iteration 9Q: 3 clusters Score -1273934 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1274270.250000 Penalty: 3034.229980
	Iteration 10Q: 3 clusters Score -1274270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1274453.125000 Penalty: 3034.229980
	Iteration 11Q: 3 clusters Score -1274453 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1274538.000000 Penalty: 3034.229980
	Iteration 12Q: 3 clusters Score -1274538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1274587.000000 Penalty: 3034.229980
	Iteration 13Q: 3 clusters Score -1274587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1274628.250000 Penalty: 3034.229980
	Iteration 14Q: 3 clusters Score -1274628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1274649.375000 Penalty: 3034.229980
	Iteration 15Q: 3 clusters Score -1274649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1274664.125000 Penalty: 3034.229980
	Iteration 16Q: 3 clusters Score -1274664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1274675.750000 Penalty: 3034.229980
	Iteration 17Q: 3 clusters Score -1274676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1274685.750000 Penalty: 3034.229980
	Iteration 18Q: 3 clusters Score -1274686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1274694.500000 Penalty: 3034.229980
	Iteration 19Q: 3 clusters Score -1274694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1274707.375000 Penalty: 3034.229980
	Iteration 20F: 3 clusters Score -1274707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1274726.875000 Penalty: 3034.229980
	Iteration 21Q: 3 clusters Score -1274727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1274749.750000 Penalty: 3034.229980
	Iteration 22Q: 3 clusters Score -1274750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1274762.875000 Penalty: 3034.229980
	Iteration 23Q: 3 clusters Score -1274763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1274790.000000 Penalty: 3034.229980
	Iteration 24Q: 3 clusters Score -1274790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1274810.875000 Penalty: 3034.229980
	Iteration 25Q: 3 clusters Score -1274811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1274831.500000 Penalty: 3034.229980
	Iteration 26Q: 3 clusters Score -1274832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1274853.625000 Penalty: 3034.229980
	Iteration 27Q: 3 clusters Score -1274854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1274865.750000 Penalty: 3034.229980
	Iteration 28Q: 3 clusters Score -1274866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1274867.625000 Penalty: 3034.229980
	Iteration 29Q: 3 clusters Score -1274868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1274872.875000 Penalty: 3034.229980
	Iteration 30Q: 3 clusters Score -1274873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1274873.875000 Penalty: 3034.229980
	Iteration 31Q: 3 clusters Score -1274874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1274881.250000 Penalty: 3034.229980
	Iteration 32Q: 3 clusters Score -1274881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1274883.750000 Penalty: 3034.229980
	Iteration 33Q: 3 clusters Score -1274884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1274885.750000 Penalty: 3034.229980
	Iteration 34Q: 3 clusters Score -1274886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1274886.250000 Penalty: 3034.229980
	Iteration 35Q: 3 clusters Score -1274886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1274886.875000 Penalty: 3034.229980
	Iteration 36Q: 3 clusters Score -1274887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1274907.250000 Penalty: 3034.229980
	Iteration 37F: 3 clusters Score -1274907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1274919.625000 Penalty: 3034.229980
	Iteration 38Q: 3 clusters Score -1274920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1274923.875000 Penalty: 3034.229980
	Iteration 39Q: 3 clusters Score -1274924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1274930.625000 Penalty: 3034.229980
	Iteration 40F: 3 clusters Score -1274931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1274937.125000 Penalty: 3034.229980
	Iteration 41Q: 3 clusters Score -1274937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1274940.125000 Penalty: 3034.229980
	Iteration 42Q: 3 clusters Score -1274940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1274942.125000 Penalty: 3034.229980
	Iteration 43Q: 3 clusters Score -1274942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1274943.250000 Penalty: 3034.229980
	Iteration 44Q: 3 clusters Score -1274943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1274945.375000 Penalty: 3034.229980
	Iteration 45Q: 3 clusters Score -1274945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1274948.625000 Penalty: 3034.229980
	Iteration 46Q: 3 clusters Score -1274949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1274956.375000 Penalty: 3034.229980
	Iteration 47Q: 3 clusters Score -1274956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1274962.875000 Penalty: 3034.229980
	Iteration 48Q: 3 clusters Score -1274963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1274966.750000 Penalty: 3034.229980
	Iteration 49Q: 3 clusters Score -1274967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1274970.625000 Penalty: 3034.229980
	Iteration 50Q: 3 clusters Score -1274971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1274970.625000 Penalty: 3034.229980
	Iteration 51F: 3 clusters Score -1274971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Entering Unmasked Estep 
Score: -704169.312500 Penalty: 1430.165405
	Iteration 0F: 2 clusters Score -704169.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -699198.062500 Penalty: 2860.330811
	Iteration 0F: 3 clusters Score -699198.1 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -700820.250000 Penalty: 2860.330811
	Iteration 1F: 3 clusters Score -700820.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -701361.562500 Penalty: 2860.330811
	Iteration 2F: 3 clusters Score -701361.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -702002.937500 Penalty: 2860.330811
	Iteration 3F: 3 clusters Score -702002.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -702566.187500 Penalty: 2860.330811
	Iteration 4F: 3 clusters Score -702566.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -702991.125000 Penalty: 2860.330811
	Iteration 5F: 3 clusters Score -702991.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -703252.062500 Penalty: 2860.330811
	Iteration 6F: 3 clusters Score -703252.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -703393.000000 Penalty: 2860.330811
	Iteration 7Q: 3 clusters Score -703393 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -703503.875000 Penalty: 2860.330811
	Iteration 8Q: 3 clusters Score -703503.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -703591.312500 Penalty: 2860.330811
	Iteration 9Q: 3 clusters Score -703591.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -703637.687500 Penalty: 2860.330811
	Iteration 10Q: 3 clusters Score -703637.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -703671.375000 Penalty: 2860.330811
	Iteration 11Q: 3 clusters Score -703671.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -703703.812500 Penalty: 2860.330811
	Iteration 12Q: 3 clusters Score -703703.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -703733.937500 Penalty: 2860.330811
	Iteration 13Q: 3 clusters Score -703733.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -703762.937500 Penalty: 2860.330811
	Iteration 14Q: 3 clusters Score -703762.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -703786.750000 Penalty: 2860.330811
	Iteration 15Q: 3 clusters Score -703786.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -703807.625000 Penalty: 2860.330811
	Iteration 16Q: 3 clusters Score -703807.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -703831.500000 Penalty: 2860.330811
	Iteration 17Q: 3 clusters Score -703831.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -703848.937500 Penalty: 2860.330811
	Iteration 18Q: 3 clusters Score -703848.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -703858.937500 Penalty: 2860.330811
	Iteration 19Q: 3 clusters Score -703858.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -703870.562500 Penalty: 2860.330811
	Iteration 20F: 3 clusters Score -703870.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -703880.375000 Penalty: 2860.330811
	Iteration 21Q: 3 clusters Score -703880.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -703888.500000 Penalty: 2860.330811
	Iteration 22Q: 3 clusters Score -703888.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -703901.937500 Penalty: 2860.330811
	Iteration 23Q: 3 clusters Score -703901.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -703913.625000 Penalty: 2860.330811
	Iteration 24Q: 3 clusters Score -703913.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -703927.562500 Penalty: 2860.330811
	Iteration 25Q: 3 clusters Score -703927.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -703962.812500 Penalty: 2860.330811
	Iteration 26Q: 3 clusters Score -703962.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -704003.625000 Penalty: 2860.330811
	Iteration 27Q: 3 clusters Score -704003.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -704019.750000 Penalty: 2860.330811
	Iteration 28Q: 3 clusters Score -704019.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -704025.250000 Penalty: 2860.330811
	Iteration 29Q: 3 clusters Score -704025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -704028.062500 Penalty: 2860.330811
	Iteration 30Q: 3 clusters Score -704028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -704029.812500 Penalty: 2860.330811
	Iteration 31Q: 3 clusters Score -704029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -704031.250000 Penalty: 2860.330811
	Iteration 32Q: 3 clusters Score -704031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -704031.375000 Penalty: 2860.330811
	Iteration 33Q: 3 clusters Score -704031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -704031.375000 Penalty: 2860.330811
	Iteration 34Q: 3 clusters Score -704031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -704031.625000 Penalty: 2860.330811
	Iteration 35Q: 3 clusters Score -704031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -704032.250000 Penalty: 2860.330811
	Iteration 36Q: 3 clusters Score -704032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -704033.000000 Penalty: 2860.330811
	Iteration 37Q: 3 clusters Score -704033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -704033.000000 Penalty: 2860.330811
	Iteration 38F: 3 clusters Score -704033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Entering Unmasked Estep 
Score: -919949.562500 Penalty: 1470.652954
	Iteration 0F: 2 clusters Score -919949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -913733.375000 Penalty: 2941.305908
	Iteration 0F: 3 clusters Score -913733.4 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -916131.250000 Penalty: 2941.305908
	Iteration 1F: 3 clusters Score -916131.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -917113.500000 Penalty: 2941.305908
	Iteration 2F: 3 clusters Score -917113.5 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -918073.000000 Penalty: 2941.305908
	Iteration 3F: 3 clusters Score -918073 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -918732.687500 Penalty: 2941.305908
	Iteration 4F: 3 clusters Score -918732.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -919057.562500 Penalty: 2941.305908
	Iteration 5F: 3 clusters Score -919057.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -919205.562500 Penalty: 2941.305908
	Iteration 6Q: 3 clusters Score -919205.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -919291.750000 Penalty: 2941.305908
	Iteration 7Q: 3 clusters Score -919291.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -919358.125000 Penalty: 2941.305908
	Iteration 8Q: 3 clusters Score -919358.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -919405.062500 Penalty: 2941.305908
	Iteration 9Q: 3 clusters Score -919405.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -919441.375000 Penalty: 2941.305908
	Iteration 10Q: 3 clusters Score -919441.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -919477.562500 Penalty: 2941.305908
	Iteration 11Q: 3 clusters Score -919477.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -919512.312500 Penalty: 2941.305908
	Iteration 12Q: 3 clusters Score -919512.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -919552.375000 Penalty: 2941.305908
	Iteration 13Q: 3 clusters Score -919552.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -919587.500000 Penalty: 2941.305908
	Iteration 14Q: 3 clusters Score -919587.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -919612.125000 Penalty: 2941.305908
	Iteration 15Q: 3 clusters Score -919612.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -919636.812500 Penalty: 2941.305908
	Iteration 16Q: 3 clusters Score -919636.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -919651.875000 Penalty: 2941.305908
	Iteration 17Q: 3 clusters Score -919651.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -919670.812500 Penalty: 2941.305908
	Iteration 18Q: 3 clusters Score -919670.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -919682.500000 Penalty: 2941.305908
	Iteration 19Q: 3 clusters Score -919682.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -919696.437500 Penalty: 2941.305908
	Iteration 20F: 3 clusters Score -919696.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -919723.187500 Penalty: 2941.305908
	Iteration 21Q: 3 clusters Score -919723.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -919749.187500 Penalty: 2941.305908
	Iteration 22Q: 3 clusters Score -919749.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -919760.250000 Penalty: 2941.305908
	Iteration 23Q: 3 clusters Score -919760.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -919768.437500 Penalty: 2941.305908
	Iteration 24Q: 3 clusters Score -919768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -919771.062500 Penalty: 2941.305908
	Iteration 25Q: 3 clusters Score -919771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -919775.937500 Penalty: 2941.305908
	Iteration 26Q: 3 clusters Score -919775.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -919776.937500 Penalty: 2941.305908
	Iteration 27Q: 3 clusters Score -919776.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -919786.437500 Penalty: 2941.305908
	Iteration 28Q: 3 clusters Score -919786.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -919793.187500 Penalty: 2941.305908
	Iteration 29Q: 3 clusters Score -919793.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -919799.625000 Penalty: 2941.305908
	Iteration 30Q: 3 clusters Score -919799.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -919806.250000 Penalty: 2941.305908
	Iteration 31Q: 3 clusters Score -919806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -919808.125000 Penalty: 2941.305908
	Iteration 32Q: 3 clusters Score -919808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -919810.875000 Penalty: 2941.305908
	Iteration 33Q: 3 clusters Score -919810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -919814.062500 Penalty: 2941.305908
	Iteration 34Q: 3 clusters Score -919814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -919813.875000 Penalty: 2941.305908
	Iteration 35Q: 3 clusters Score -919813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -919814.937500 Penalty: 2941.305908
	Iteration 36Q: 3 clusters Score -919814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -919816.562500 Penalty: 2941.305908
	Iteration 37Q: 3 clusters Score -919816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -919816.062500 Penalty: 2941.305908
	Iteration 38Q: 3 clusters Score -919816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -919815.937500 Penalty: 2941.305908
	Iteration 39Q: 3 clusters Score -919815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -919815.625000 Penalty: 2941.305908
	Iteration 40F: 3 clusters Score -919815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -919816.000000 Penalty: 2941.305908
	Iteration 41Q: 3 clusters Score -919816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -919816.000000 Penalty: 2941.305908
	Iteration 42F: 3 clusters Score -919816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Entering Unmasked Estep 
Score: -467933.968750 Penalty: 1357.596313
	Iteration 0F: 2 clusters Score -467934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -464459.687500 Penalty: 2715.192627
	Iteration 0F: 3 clusters Score -464459.7 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -465377.781250 Penalty: 2715.192627
	Iteration 1F: 3 clusters Score -465377.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -465521.312500 Penalty: 2715.192627
	Iteration 2F: 3 clusters Score -465521.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -465612.468750 Penalty: 2715.192627
	Iteration 3Q: 3 clusters Score -465612.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -465684.562500 Penalty: 2715.192627
	Iteration 4Q: 3 clusters Score -465684.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -465759.687500 Penalty: 2715.192627
	Iteration 5Q: 3 clusters Score -465759.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -465831.687500 Penalty: 2715.192627
	Iteration 6Q: 3 clusters Score -465831.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -465906.687500 Penalty: 2715.192627
	Iteration 7Q: 3 clusters Score -465906.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -465990.156250 Penalty: 2715.192627
	Iteration 8Q: 3 clusters Score -465990.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -466054.593750 Penalty: 2715.192627
	Iteration 9Q: 3 clusters Score -466054.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -466117.625000 Penalty: 2715.192627
	Iteration 10Q: 3 clusters Score -466117.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -466191.906250 Penalty: 2715.192627
	Iteration 11Q: 3 clusters Score -466191.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -466276.750000 Penalty: 2715.192627
	Iteration 12Q: 3 clusters Score -466276.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -466350.375000 Penalty: 2715.192627
	Iteration 13Q: 3 clusters Score -466350.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -466406.031250 Penalty: 2715.192627
	Iteration 14Q: 3 clusters Score -466406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -466442.218750 Penalty: 2715.192627
	Iteration 15Q: 3 clusters Score -466442.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -466462.375000 Penalty: 2715.192627
	Iteration 16Q: 3 clusters Score -466462.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -466489.500000 Penalty: 2715.192627
	Iteration 17Q: 3 clusters Score -466489.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -466516.875000 Penalty: 2715.192627
	Iteration 18Q: 3 clusters Score -466516.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -466544.718750 Penalty: 2715.192627
	Iteration 19Q: 3 clusters Score -466544.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -466568.812500 Penalty: 2715.192627
	Iteration 20F: 3 clusters Score -466568.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -466586.906250 Penalty: 2715.192627
	Iteration 21Q: 3 clusters Score -466586.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -466605.843750 Penalty: 2715.192627
	Iteration 22Q: 3 clusters Score -466605.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -466620.875000 Penalty: 2715.192627
	Iteration 23Q: 3 clusters Score -466620.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -466642.562500 Penalty: 2715.192627
	Iteration 24Q: 3 clusters Score -466642.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -466665.625000 Penalty: 2715.192627
	Iteration 25Q: 3 clusters Score -466665.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -466680.593750 Penalty: 2715.192627
	Iteration 26Q: 3 clusters Score -466680.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -466691.250000 Penalty: 2715.192627
	Iteration 27Q: 3 clusters Score -466691.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -466695.906250 Penalty: 2715.192627
	Iteration 28Q: 3 clusters Score -466695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -466700.562500 Penalty: 2715.192627
	Iteration 29Q: 3 clusters Score -466700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -466704.093750 Penalty: 2715.192627
	Iteration 30Q: 3 clusters Score -466704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -466706.593750 Penalty: 2715.192627
	Iteration 31Q: 3 clusters Score -466706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -466709.718750 Penalty: 2715.192627
	Iteration 32Q: 3 clusters Score -466709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -466713.906250 Penalty: 2715.192627
	Iteration 33Q: 3 clusters Score -466713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -466715.875000 Penalty: 2715.192627
	Iteration 34Q: 3 clusters Score -466715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -466716.781250 Penalty: 2715.192627
	Iteration 35Q: 3 clusters Score -466716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -466716.781250 Penalty: 2715.192627
	Iteration 36F: 3 clusters Score -466716.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -381461.343750 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -381461.3 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 1703 members 
Entering Unmasked Estep 
Score: -378465.343750 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -378465.3 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -379251.031250 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -379251 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -379442.343750 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -379442.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -379547.406250 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -379547.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -379630.125000 Penalty: 2645.791992
	Iteration 4Q: 3 clusters Score -379630.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -379713.250000 Penalty: 2645.791992
	Iteration 5Q: 3 clusters Score -379713.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -379791.750000 Penalty: 2645.791992
	Iteration 6Q: 3 clusters Score -379791.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -379862.343750 Penalty: 2645.791992
	Iteration 7Q: 3 clusters Score -379862.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -379936.625000 Penalty: 2645.791992
	Iteration 8Q: 3 clusters Score -379936.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -380015.812500 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -380015.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -380076.875000 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -380076.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -380113.875000 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -380113.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -380141.843750 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -380141.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -380162.375000 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -380162.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -380186.937500 Penalty: 2645.791992
	Iteration 14Q: 3 clusters Score -380186.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -380215.062500 Penalty: 2645.791992
	Iteration 15Q: 3 clusters Score -380215.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -380241.031250 Penalty: 2645.791992
	Iteration 16Q: 3 clusters Score -380241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -380260.281250 Penalty: 2645.791992
	Iteration 17Q: 3 clusters Score -380260.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -380283.812500 Penalty: 2645.791992
	Iteration 18Q: 3 clusters Score -380283.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -380304.593750 Penalty: 2645.791992
	Iteration 19Q: 3 clusters Score -380304.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -380323.125000 Penalty: 2645.791992
	Iteration 20F: 3 clusters Score -380323.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -380338.531250 Penalty: 2645.791992
	Iteration 21Q: 3 clusters Score -380338.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -380350.062500 Penalty: 2645.791992
	Iteration 22Q: 3 clusters Score -380350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -380355.218750 Penalty: 2645.791992
	Iteration 23Q: 3 clusters Score -380355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -380356.968750 Penalty: 2645.791992
	Iteration 24Q: 3 clusters Score -380357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -380358.375000 Penalty: 2645.791992
	Iteration 25Q: 3 clusters Score -380358.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -380360.000000 Penalty: 2645.791992
	Iteration 26Q: 3 clusters Score -380360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -380360.593750 Penalty: 2645.791992
	Iteration 27Q: 3 clusters Score -380360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -380361.968750 Penalty: 2645.791992
	Iteration 28Q: 3 clusters Score -380362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -380365.031250 Penalty: 2645.791992
	Iteration 29Q: 3 clusters Score -380365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -380369.125000 Penalty: 2645.791992
	Iteration 30Q: 3 clusters Score -380369.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -380373.031250 Penalty: 2645.791992
	Iteration 31Q: 3 clusters Score -380373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -380380.375000 Penalty: 2645.791992
	Iteration 32Q: 3 clusters Score -380380.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -380390.000000 Penalty: 2645.791992
	Iteration 33Q: 3 clusters Score -380390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -380398.468750 Penalty: 2645.791992
	Iteration 34Q: 3 clusters Score -380398.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -380402.375000 Penalty: 2645.791992
	Iteration 35Q: 3 clusters Score -380402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -380403.718750 Penalty: 2645.791992
	Iteration 36Q: 3 clusters Score -380403.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -380406.656250 Penalty: 2645.791992
	Iteration 37Q: 3 clusters Score -380406.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -380412.750000 Penalty: 2645.791992
	Iteration 38Q: 3 clusters Score -380412.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -380416.093750 Penalty: 2645.791992
	Iteration 39Q: 3 clusters Score -380416.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -380419.593750 Penalty: 2645.791992
	Iteration 40F: 3 clusters Score -380419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -380421.218750 Penalty: 2645.791992
	Iteration 41Q: 3 clusters Score -380421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -380424.468750 Penalty: 2645.791992
	Iteration 42Q: 3 clusters Score -380424.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -380428.906250 Penalty: 2645.791992
	Iteration 43Q: 3 clusters Score -380428.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -380430.468750 Penalty: 2645.791992
	Iteration 44Q: 3 clusters Score -380430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -380431.781250 Penalty: 2645.791992
	Iteration 45Q: 3 clusters Score -380431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -380434.187500 Penalty: 2645.791992
	Iteration 46Q: 3 clusters Score -380434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -380436.906250 Penalty: 2645.791992
	Iteration 47Q: 3 clusters Score -380436.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -380439.843750 Penalty: 2645.791992
	Iteration 48Q: 3 clusters Score -380439.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -380443.031250 Penalty: 2645.791992
	Iteration 49Q: 3 clusters Score -380443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -380446.218750 Penalty: 2645.791992
	Iteration 50Q: 3 clusters Score -380446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -380449.187500 Penalty: 2645.791992
	Iteration 51Q: 3 clusters Score -380449.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -380454.281250 Penalty: 2645.791992
	Iteration 52Q: 3 clusters Score -380454.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -380459.343750 Penalty: 2645.791992
	Iteration 53Q: 3 clusters Score -380459.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -380464.968750 Penalty: 2645.791992
	Iteration 54Q: 3 clusters Score -380465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -380469.468750 Penalty: 2645.791992
	Iteration 55Q: 3 clusters Score -380469.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -380472.531250 Penalty: 2645.791992
	Iteration 56Q: 3 clusters Score -380472.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380479.156250 Penalty: 2645.791992
	Iteration 57Q: 3 clusters Score -380479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -380481.062500 Penalty: 2645.791992
	Iteration 58Q: 3 clusters Score -380481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -380481.750000 Penalty: 2645.791992
	Iteration 59Q: 3 clusters Score -380481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -380482.375000 Penalty: 2645.791992
	Iteration 60F: 3 clusters Score -380482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Entering Unmasked Estep 
Score: -4305828.500000 Penalty: 1715.107910
	Iteration 0F: 2 clusters Score -4305828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4280070.000000 Penalty: 3430.215820
	Iteration 0F: 3 clusters Score -4280070 nChanged 17858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4290103.000000 Penalty: 3430.215820
	Iteration 1F: 3 clusters Score -4290103 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4290662.000000 Penalty: 3430.215820
	Iteration 2Q: 3 clusters Score -4290662 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4291461.500000 Penalty: 3430.215820
	Iteration 3Q: 3 clusters Score -4291462 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4292645.500000 Penalty: 3430.215820
	Iteration 4F: 3 clusters Score -4292646 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4294600.500000 Penalty: 3430.215820
	Iteration 5F: 3 clusters Score -4294600 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4297134.000000 Penalty: 3430.215820
	Iteration 6F: 3 clusters Score -4297134 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4299893.000000 Penalty: 3430.215820
	Iteration 7F: 3 clusters Score -4299893 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4301946.000000 Penalty: 3430.215820
	Iteration 8F: 3 clusters Score -4301946 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4303167.500000 Penalty: 3430.215820
	Iteration 9Q: 3 clusters Score -4303168 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4303744.000000 Penalty: 3430.215820
	Iteration 10Q: 3 clusters Score -4303744 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4304006.000000 Penalty: 3430.215820
	Iteration 11Q: 3 clusters Score -4304006 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4304139.500000 Penalty: 3430.215820
	Iteration 12Q: 3 clusters Score -4304140 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4304206.500000 Penalty: 3430.215820
	Iteration 13Q: 3 clusters Score -4304206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4304258.500000 Penalty: 3430.215820
	Iteration 14Q: 3 clusters Score -4304258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4304294.000000 Penalty: 3430.215820
	Iteration 15Q: 3 clusters Score -4304294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4304315.500000 Penalty: 3430.215820
	Iteration 16Q: 3 clusters Score -4304316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4304332.000000 Penalty: 3430.215820
	Iteration 17Q: 3 clusters Score -4304332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4304348.000000 Penalty: 3430.215820
	Iteration 18Q: 3 clusters Score -4304348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4304348.500000 Penalty: 3430.215820
	Iteration 19Q: 3 clusters Score -4304348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4304351.500000 Penalty: 3430.215820
	Iteration 20F: 3 clusters Score -4304352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4304360.000000 Penalty: 3430.215820
	Iteration 21Q: 3 clusters Score -4304360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4304363.000000 Penalty: 3430.215820
	Iteration 22Q: 3 clusters Score -4304363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4304364.500000 Penalty: 3430.215820
	Iteration 23Q: 3 clusters Score -4304364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4304371.500000 Penalty: 3430.215820
	Iteration 24Q: 3 clusters Score -4304372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4304375.500000 Penalty: 3430.215820
	Iteration 25Q: 3 clusters Score -4304376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4304375.000000 Penalty: 3430.215820
	Iteration 26Q: 3 clusters Score -4304375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4304376.000000 Penalty: 3430.215820
	Iteration 27Q: 3 clusters Score -4304376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4304377.000000 Penalty: 3430.215820
	Iteration 28Q: 3 clusters Score -4304377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4304380.000000 Penalty: 3430.215820
	Iteration 29Q: 3 clusters Score -4304380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4304380.000000 Penalty: 3430.215820
	Iteration 30F: 3 clusters Score -4304380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Entering Unmasked Estep 
Score: -2480882.250000 Penalty: 1625.261963
	Iteration 0F: 2 clusters Score -2480882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2465902.750000 Penalty: 3250.523926
	Iteration 0F: 3 clusters Score -2465903 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2471241.750000 Penalty: 3250.523926
	Iteration 1F: 3 clusters Score -2471242 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2471608.750000 Penalty: 3250.523926
	Iteration 2Q: 3 clusters Score -2471609 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2471934.750000 Penalty: 3250.523926
	Iteration 3Q: 3 clusters Score -2471935 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2472304.500000 Penalty: 3250.523926
	Iteration 4Q: 3 clusters Score -2472304 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2472814.500000 Penalty: 3250.523926
	Iteration 5Q: 3 clusters Score -2472814 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2473476.500000 Penalty: 3250.523926
	Iteration 6Q: 3 clusters Score -2473476 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2474293.500000 Penalty: 3250.523926
	Iteration 7Q: 3 clusters Score -2474294 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2475196.750000 Penalty: 3250.523926
	Iteration 8F: 3 clusters Score -2475197 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2476035.250000 Penalty: 3250.523926
	Iteration 9F: 3 clusters Score -2476035 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2476778.250000 Penalty: 3250.523926
	Iteration 10Q: 3 clusters Score -2476778 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2477387.250000 Penalty: 3250.523926
	Iteration 11Q: 3 clusters Score -2477387 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2477806.250000 Penalty: 3250.523926
	Iteration 12Q: 3 clusters Score -2477806 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2478080.250000 Penalty: 3250.523926
	Iteration 13Q: 3 clusters Score -2478080 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2478277.000000 Penalty: 3250.523926
	Iteration 14Q: 3 clusters Score -2478277 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2478422.250000 Penalty: 3250.523926
	Iteration 15Q: 3 clusters Score -2478422 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2478553.500000 Penalty: 3250.523926
	Iteration 16Q: 3 clusters Score -2478554 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2478650.750000 Penalty: 3250.523926
	Iteration 17Q: 3 clusters Score -2478651 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2478731.750000 Penalty: 3250.523926
	Iteration 18Q: 3 clusters Score -2478732 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2478794.000000 Penalty: 3250.523926
	Iteration 19Q: 3 clusters Score -2478794 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2478853.500000 Penalty: 3250.523926
	Iteration 20F: 3 clusters Score -2478854 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2478903.000000 Penalty: 3250.523926
	Iteration 21Q: 3 clusters Score -2478903 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2478946.750000 Penalty: 3250.523926
	Iteration 22Q: 3 clusters Score -2478947 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2479002.500000 Penalty: 3250.523926
	Iteration 23Q: 3 clusters Score -2479002 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2479044.250000 Penalty: 3250.523926
	Iteration 24Q: 3 clusters Score -2479044 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2479093.000000 Penalty: 3250.523926
	Iteration 25Q: 3 clusters Score -2479093 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2479131.250000 Penalty: 3250.523926
	Iteration 26Q: 3 clusters Score -2479131 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2479162.250000 Penalty: 3250.523926
	Iteration 27Q: 3 clusters Score -2479162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2479191.250000 Penalty: 3250.523926
	Iteration 28Q: 3 clusters Score -2479191 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2479217.750000 Penalty: 3250.523926
	Iteration 29Q: 3 clusters Score -2479218 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2479240.000000 Penalty: 3250.523926
	Iteration 30Q: 3 clusters Score -2479240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2479253.000000 Penalty: 3250.523926
	Iteration 31Q: 3 clusters Score -2479253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2479275.000000 Penalty: 3250.523926
	Iteration 32Q: 3 clusters Score -2479275 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2479290.000000 Penalty: 3250.523926
	Iteration 33Q: 3 clusters Score -2479290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2479304.250000 Penalty: 3250.523926
	Iteration 34Q: 3 clusters Score -2479304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2479315.750000 Penalty: 3250.523926
	Iteration 35Q: 3 clusters Score -2479316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2479321.000000 Penalty: 3250.523926
	Iteration 36Q: 3 clusters Score -2479321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2479335.250000 Penalty: 3250.523926
	Iteration 37Q: 3 clusters Score -2479335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2479343.750000 Penalty: 3250.523926
	Iteration 38Q: 3 clusters Score -2479344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2479348.500000 Penalty: 3250.523926
	Iteration 39Q: 3 clusters Score -2479348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2479352.500000 Penalty: 3250.523926
	Iteration 40F: 3 clusters Score -2479352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2479359.750000 Penalty: 3250.523926
	Iteration 41Q: 3 clusters Score -2479360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2479360.750000 Penalty: 3250.523926
	Iteration 42Q: 3 clusters Score -2479361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2479364.000000 Penalty: 3250.523926
	Iteration 43Q: 3 clusters Score -2479364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2479372.750000 Penalty: 3250.523926
	Iteration 44Q: 3 clusters Score -2479373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2479380.250000 Penalty: 3250.523926
	Iteration 45Q: 3 clusters Score -2479380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2479378.500000 Penalty: 3250.523926
	Iteration 46Q: 3 clusters Score -2479378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2479385.750000 Penalty: 3250.523926
	Iteration 47Q: 3 clusters Score -2479386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2479388.250000 Penalty: 3250.523926
	Iteration 48Q: 3 clusters Score -2479388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2479393.750000 Penalty: 3250.523926
	Iteration 49Q: 3 clusters Score -2479394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2479393.500000 Penalty: 3250.523926
	Iteration 50Q: 3 clusters Score -2479394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2479393.500000 Penalty: 3250.523926
	Iteration 51Q: 3 clusters Score -2479394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2479400.000000 Penalty: 3250.523926
	Iteration 52Q: 3 clusters Score -2479400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2479408.750000 Penalty: 3250.523926
	Iteration 53Q: 3 clusters Score -2479409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2479411.000000 Penalty: 3250.523926
	Iteration 54Q: 3 clusters Score -2479411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2479419.000000 Penalty: 3250.523926
	Iteration 55Q: 3 clusters Score -2479419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2479423.750000 Penalty: 3250.523926
	Iteration 56Q: 3 clusters Score -2479424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2479427.000000 Penalty: 3250.523926
	Iteration 57Q: 3 clusters Score -2479427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2479427.500000 Penalty: 3250.523926
	Iteration 58Q: 3 clusters Score -2479428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2479432.500000 Penalty: 3250.523926
	Iteration 59Q: 3 clusters Score -2479432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2479438.500000 Penalty: 3250.523926
	Iteration 60F: 3 clusters Score -2479438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2479437.750000 Penalty: 3250.523926
	Iteration 61Q: 3 clusters Score -2479438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2479439.500000 Penalty: 3250.523926
	Iteration 62Q: 3 clusters Score -2479440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2479441.500000 Penalty: 3250.523926
	Iteration 63Q: 3 clusters Score -2479442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2479450.250000 Penalty: 3250.523926
	Iteration 64Q: 3 clusters Score -2479450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2479448.000000 Penalty: 3250.523926
	Iteration 65Q: 3 clusters Score -2479448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2479449.000000 Penalty: 3250.523926
	Iteration 66Q: 3 clusters Score -2479449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2479451.000000 Penalty: 3250.523926
	Iteration 67Q: 3 clusters Score -2479451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2479454.000000 Penalty: 3250.523926
	Iteration 68Q: 3 clusters Score -2479454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2479454.000000 Penalty: 3250.523926
	Iteration 69Q: 3 clusters Score -2479454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2479454.000000 Penalty: 3250.523926
	Iteration 70F: 3 clusters Score -2479454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Entering Unmasked Estep 
Score: -1700168.750000 Penalty: 1572.200562
	Iteration 0F: 2 clusters Score -1700169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1689230.000000 Penalty: 3144.401123
	Iteration 0F: 3 clusters Score -1689230 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1693088.750000 Penalty: 3144.401123
	Iteration 1F: 3 clusters Score -1693089 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1693502.000000 Penalty: 3144.401123
	Iteration 2F: 3 clusters Score -1693502 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1693967.500000 Penalty: 3144.401123
	Iteration 3F: 3 clusters Score -1693968 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1694501.125000 Penalty: 3144.401123
	Iteration 4F: 3 clusters Score -1694501 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1695207.750000 Penalty: 3144.401123
	Iteration 5F: 3 clusters Score -1695208 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1696149.375000 Penalty: 3144.401123
	Iteration 6F: 3 clusters Score -1696149 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1697121.250000 Penalty: 3144.401123
	Iteration 7F: 3 clusters Score -1697121 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1697810.125000 Penalty: 3144.401123
	Iteration 8F: 3 clusters Score -1697810 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1698304.625000 Penalty: 3144.401123
	Iteration 9Q: 3 clusters Score -1698305 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1698654.750000 Penalty: 3144.401123
	Iteration 10Q: 3 clusters Score -1698655 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1698922.875000 Penalty: 3144.401123
	Iteration 11Q: 3 clusters Score -1698923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1699141.125000 Penalty: 3144.401123
	Iteration 12Q: 3 clusters Score -1699141 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1699199.750000 Penalty: 3144.401123
	Iteration 13Q: 3 clusters Score -1699200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1699231.125000 Penalty: 3144.401123
	Iteration 14Q: 3 clusters Score -1699231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1699239.750000 Penalty: 3144.401123
	Iteration 15Q: 3 clusters Score -1699240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1699249.500000 Penalty: 3144.401123
	Iteration 16Q: 3 clusters Score -1699250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1699251.625000 Penalty: 3144.401123
	Iteration 17Q: 3 clusters Score -1699252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1699251.125000 Penalty: 3144.401123
	Iteration 18Q: 3 clusters Score -1699251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1699255.625000 Penalty: 3144.401123
	Iteration 19Q: 3 clusters Score -1699256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1699257.000000 Penalty: 3144.401123
	Iteration 20F: 3 clusters Score -1699257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1699260.500000 Penalty: 3144.401123
	Iteration 21Q: 3 clusters Score -1699260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1699258.125000 Penalty: 3144.401123
	Iteration 22Q: 3 clusters Score -1699258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1699260.250000 Penalty: 3144.401123
	Iteration 23Q: 3 clusters Score -1699260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1699260.250000 Penalty: 3144.401123
	Iteration 24F: 3 clusters Score -1699260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -513824.031250 Penalty: 1369.928223
	Iteration 0F: 2 clusters Score -513824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -510066.250000 Penalty: 2739.856445
	Iteration 0F: 3 clusters Score -510066.2 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -511041.406250 Penalty: 2739.856445
	Iteration 1F: 3 clusters Score -511041.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -511207.781250 Penalty: 2739.856445
	Iteration 2F: 3 clusters Score -511207.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -511328.343750 Penalty: 2739.856445
	Iteration 3Q: 3 clusters Score -511328.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -511424.343750 Penalty: 2739.856445
	Iteration 4Q: 3 clusters Score -511424.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -511498.406250 Penalty: 2739.856445
	Iteration 5Q: 3 clusters Score -511498.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -511552.656250 Penalty: 2739.856445
	Iteration 6Q: 3 clusters Score -511552.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -511608.625000 Penalty: 2739.856445
	Iteration 7Q: 3 clusters Score -511608.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -511658.125000 Penalty: 2739.856445
	Iteration 8Q: 3 clusters Score -511658.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -511693.281250 Penalty: 2739.856445
	Iteration 9Q: 3 clusters Score -511693.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -511727.687500 Penalty: 2739.856445
	Iteration 10Q: 3 clusters Score -511727.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -511753.468750 Penalty: 2739.856445
	Iteration 11Q: 3 clusters Score -511753.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -511773.312500 Penalty: 2739.856445
	Iteration 12Q: 3 clusters Score -511773.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -511790.187500 Penalty: 2739.856445
	Iteration 13Q: 3 clusters Score -511790.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -511810.281250 Penalty: 2739.856445
	Iteration 14Q: 3 clusters Score -511810.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -511831.156250 Penalty: 2739.856445
	Iteration 15Q: 3 clusters Score -511831.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -511858.312500 Penalty: 2739.856445
	Iteration 16Q: 3 clusters Score -511858.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -511880.843750 Penalty: 2739.856445
	Iteration 17Q: 3 clusters Score -511880.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -511894.187500 Penalty: 2739.856445
	Iteration 18Q: 3 clusters Score -511894.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -511908.062500 Penalty: 2739.856445
	Iteration 19Q: 3 clusters Score -511908.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -511923.218750 Penalty: 2739.856445
	Iteration 20F: 3 clusters Score -511923.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -511937.812500 Penalty: 2739.856445
	Iteration 21Q: 3 clusters Score -511937.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -511954.406250 Penalty: 2739.856445
	Iteration 22Q: 3 clusters Score -511954.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -511973.312500 Penalty: 2739.856445
	Iteration 23Q: 3 clusters Score -511973.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -511989.750000 Penalty: 2739.856445
	Iteration 24Q: 3 clusters Score -511989.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -512006.656250 Penalty: 2739.856445
	Iteration 25Q: 3 clusters Score -512006.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -512024.843750 Penalty: 2739.856445
	Iteration 26Q: 3 clusters Score -512024.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -512037.906250 Penalty: 2739.856445
	Iteration 27Q: 3 clusters Score -512037.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -512051.718750 Penalty: 2739.856445
	Iteration 28Q: 3 clusters Score -512051.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -512076.625000 Penalty: 2739.856445
	Iteration 29Q: 3 clusters Score -512076.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -512099.750000 Penalty: 2739.856445
	Iteration 30Q: 3 clusters Score -512099.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -512121.437500 Penalty: 2739.856445
	Iteration 31Q: 3 clusters Score -512121.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -512147.062500 Penalty: 2739.856445
	Iteration 32Q: 3 clusters Score -512147.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -512175.625000 Penalty: 2739.856445
	Iteration 33Q: 3 clusters Score -512175.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -512210.687500 Penalty: 2739.856445
	Iteration 34Q: 3 clusters Score -512210.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -512248.187500 Penalty: 2739.856445
	Iteration 35Q: 3 clusters Score -512248.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -512293.781250 Penalty: 2739.856445
	Iteration 36Q: 3 clusters Score -512293.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -512341.281250 Penalty: 2739.856445
	Iteration 37Q: 3 clusters Score -512341.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -512389.843750 Penalty: 2739.856445
	Iteration 38Q: 3 clusters Score -512389.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -512418.437500 Penalty: 2739.856445
	Iteration 39Q: 3 clusters Score -512418.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -512434.250000 Penalty: 2739.856445
	Iteration 40F: 3 clusters Score -512434.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -512450.500000 Penalty: 2739.856445
	Iteration 41Q: 3 clusters Score -512450.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -512465.531250 Penalty: 2739.856445
	Iteration 42Q: 3 clusters Score -512465.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -512478.125000 Penalty: 2739.856445
	Iteration 43Q: 3 clusters Score -512478.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -512489.437500 Penalty: 2739.856445
	Iteration 44Q: 3 clusters Score -512489.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -512497.406250 Penalty: 2739.856445
	Iteration 45Q: 3 clusters Score -512497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -512503.156250 Penalty: 2739.856445
	Iteration 46Q: 3 clusters Score -512503.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -512511.187500 Penalty: 2739.856445
	Iteration 47Q: 3 clusters Score -512511.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -512521.500000 Penalty: 2739.856445
	Iteration 48Q: 3 clusters Score -512521.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -512528.062500 Penalty: 2739.856445
	Iteration 49Q: 3 clusters Score -512528.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -512533.156250 Penalty: 2739.856445
	Iteration 50Q: 3 clusters Score -512533.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -512538.687500 Penalty: 2739.856445
	Iteration 51Q: 3 clusters Score -512538.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -512540.781250 Penalty: 2739.856445
	Iteration 52Q: 3 clusters Score -512540.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -512545.687500 Penalty: 2739.856445
	Iteration 53Q: 3 clusters Score -512545.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -512551.562500 Penalty: 2739.856445
	Iteration 54Q: 3 clusters Score -512551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -512554.062500 Penalty: 2739.856445
	Iteration 55Q: 3 clusters Score -512554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -512556.375000 Penalty: 2739.856445
	Iteration 56Q: 3 clusters Score -512556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -512558.500000 Penalty: 2739.856445
	Iteration 57Q: 3 clusters Score -512558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -512560.187500 Penalty: 2739.856445
	Iteration 58Q: 3 clusters Score -512560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -512561.843750 Penalty: 2739.856445
	Iteration 59Q: 3 clusters Score -512561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -512563.437500 Penalty: 2739.856445
	Iteration 60F: 3 clusters Score -512563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -512563.812500 Penalty: 2739.856445
	Iteration 61Q: 3 clusters Score -512563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -512566.750000 Penalty: 2739.856445
	Iteration 62Q: 3 clusters Score -512566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -512566.781250 Penalty: 2739.856445
	Iteration 63Q: 3 clusters Score -512566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -512566.562500 Penalty: 2739.856445
	Iteration 64Q: 3 clusters Score -512566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -512566.562500 Penalty: 2739.856445
	Iteration 65F: 3 clusters Score -512566.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -549375.937500 Penalty: 1398.464600
	Iteration 0F: 2 clusters Score -549375.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -545113.062500 Penalty: 2796.929199
	Iteration 0F: 3 clusters Score -545113.1 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -546569.250000 Penalty: 2796.929199
	Iteration 1F: 3 clusters Score -546569.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -547048.500000 Penalty: 2796.929199
	Iteration 2F: 3 clusters Score -547048.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -547589.875000 Penalty: 2796.929199
	Iteration 3F: 3 clusters Score -547589.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -548117.687500 Penalty: 2796.929199
	Iteration 4F: 3 clusters Score -548117.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -548536.937500 Penalty: 2796.929199
	Iteration 5F: 3 clusters Score -548536.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -548782.250000 Penalty: 2796.929199
	Iteration 6F: 3 clusters Score -548782.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -548902.687500 Penalty: 2796.929199
	Iteration 7Q: 3 clusters Score -548902.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -548970.125000 Penalty: 2796.929199
	Iteration 8Q: 3 clusters Score -548970.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -549004.875000 Penalty: 2796.929199
	Iteration 9Q: 3 clusters Score -549004.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -549026.750000 Penalty: 2796.929199
	Iteration 10Q: 3 clusters Score -549026.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -549041.500000 Penalty: 2796.929199
	Iteration 11Q: 3 clusters Score -549041.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -549051.000000 Penalty: 2796.929199
	Iteration 12Q: 3 clusters Score -549051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -549059.562500 Penalty: 2796.929199
	Iteration 13Q: 3 clusters Score -549059.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -549069.312500 Penalty: 2796.929199
	Iteration 14Q: 3 clusters Score -549069.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -549077.062500 Penalty: 2796.929199
	Iteration 15Q: 3 clusters Score -549077.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -549083.625000 Penalty: 2796.929199
	Iteration 16Q: 3 clusters Score -549083.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -549089.500000 Penalty: 2796.929199
	Iteration 17Q: 3 clusters Score -549089.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -549091.625000 Penalty: 2796.929199
	Iteration 18Q: 3 clusters Score -549091.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -549095.125000 Penalty: 2796.929199
	Iteration 19Q: 3 clusters Score -549095.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -549096.937500 Penalty: 2796.929199
	Iteration 20F: 3 clusters Score -549096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -549098.187500 Penalty: 2796.929199
	Iteration 21Q: 3 clusters Score -549098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -549101.250000 Penalty: 2796.929199
	Iteration 22Q: 3 clusters Score -549101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -549103.750000 Penalty: 2796.929199
	Iteration 23Q: 3 clusters Score -549103.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -549105.187500 Penalty: 2796.929199
	Iteration 24Q: 3 clusters Score -549105.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -549107.312500 Penalty: 2796.929199
	Iteration 25Q: 3 clusters Score -549107.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -549107.437500 Penalty: 2796.929199
	Iteration 26Q: 3 clusters Score -549107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -549107.187500 Penalty: 2796.929199
	Iteration 27Q: 3 clusters Score -549107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -549108.375000 Penalty: 2796.929199
	Iteration 28Q: 3 clusters Score -549108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -549109.250000 Penalty: 2796.929199
	Iteration 29Q: 3 clusters Score -549109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -549110.187500 Penalty: 2796.929199
	Iteration 30Q: 3 clusters Score -549110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -549111.812500 Penalty: 2796.929199
	Iteration 31Q: 3 clusters Score -549111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -549114.250000 Penalty: 2796.929199
	Iteration 32Q: 3 clusters Score -549114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -549117.375000 Penalty: 2796.929199
	Iteration 33Q: 3 clusters Score -549117.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -549121.625000 Penalty: 2796.929199
	Iteration 34Q: 3 clusters Score -549121.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -549126.812500 Penalty: 2796.929199
	Iteration 35Q: 3 clusters Score -549126.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -549132.125000 Penalty: 2796.929199
	Iteration 36Q: 3 clusters Score -549132.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -549138.250000 Penalty: 2796.929199
	Iteration 37Q: 3 clusters Score -549138.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -549145.750000 Penalty: 2796.929199
	Iteration 38Q: 3 clusters Score -549145.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -549152.187500 Penalty: 2796.929199
	Iteration 39Q: 3 clusters Score -549152.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -549156.187500 Penalty: 2796.929199
	Iteration 40F: 3 clusters Score -549156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -549156.437500 Penalty: 2796.929199
	Iteration 41Q: 3 clusters Score -549156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -549159.625000 Penalty: 2796.929199
	Iteration 42Q: 3 clusters Score -549159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -549161.937500 Penalty: 2796.929199
	Iteration 43Q: 3 clusters Score -549161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -549163.937500 Penalty: 2796.929199
	Iteration 44Q: 3 clusters Score -549163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -549163.437500 Penalty: 2796.929199
	Iteration 45Q: 3 clusters Score -549163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -549163.500000 Penalty: 2796.929199
	Iteration 46Q: 3 clusters Score -549163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -549162.625000 Penalty: 2796.929199
	Iteration 47Q: 3 clusters Score -549162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -549163.750000 Penalty: 2796.929199
	Iteration 48Q: 3 clusters Score -549163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -549165.562500 Penalty: 2796.929199
	Iteration 49Q: 3 clusters Score -549165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -549165.562500 Penalty: 2796.929199
	Iteration 50Q: 3 clusters Score -549165.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -549166.250000 Penalty: 2796.929199
	Iteration 51Q: 3 clusters Score -549166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -549165.625000 Penalty: 2796.929199
	Iteration 52Q: 3 clusters Score -549165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -549166.187500 Penalty: 2796.929199
	Iteration 53Q: 3 clusters Score -549166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -549164.750000 Penalty: 2796.929199
	Iteration 54Q: 3 clusters Score -549164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -549164.750000 Penalty: 2796.929199
	Iteration 55F: 3 clusters Score -549164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 11481 members 
Mstep: Class 3 contains 6129 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 191987 members 
Mstep: Class 6 contains 17810 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 4574 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 12 contains 6641 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38350 members 
Mstep: Class 18 contains 22062 members 
Mstep: Class 20 contains 15916 members 
Mstep: Class 21 contains 4584 members 
Mstep: Class 22 contains 5464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695488.000000 Penalty: 39716.023438
Iteration 119Q: 20 clusters Score -4.169549e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 11498 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 191981 members 
Mstep: Class 6 contains 17810 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 11343 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38350 members 
Mstep: Class 18 contains 22062 members 
Mstep: Class 20 contains 15910 members 
Mstep: Class 21 contains 4582 members 
Mstep: Class 22 contains 5471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695484.000000 Penalty: 39716.023438
Iteration 120F: 20 clusters Score -4.169548e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 11512 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 191968 members 
Mstep: Class 6 contains 17811 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 4540 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 11347 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8521 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22062 members 
Mstep: Class 20 contains 15909 members 
Mstep: Class 21 contains 4582 members 
Mstep: Class 22 contains 5475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695496.000000 Penalty: 39716.023438
Iteration 121Q: 20 clusters Score -4.16955e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 11531 members 
Mstep: Class 3 contains 6136 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 191958 members 
Mstep: Class 6 contains 17812 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 4519 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11349 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22062 members 
Mstep: Class 20 contains 15912 members 
Mstep: Class 21 contains 4581 members 
Mstep: Class 22 contains 5480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695400.000000 Penalty: 39716.023438
Iteration 122Q: 20 clusters Score -4.16954e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 11548 members 
Mstep: Class 3 contains 6136 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191959 members 
Mstep: Class 6 contains 17811 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 4491 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11351 members 
Mstep: Class 12 contains 6637 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 15 contains 4246 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38346 members 
Mstep: Class 18 contains 22064 members 
Mstep: Class 20 contains 15914 members 
Mstep: Class 21 contains 4579 members 
Mstep: Class 22 contains 5485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695388.000000 Penalty: 39716.023438
Iteration 123Q: 20 clusters Score -4.169539e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 11566 members 
Mstep: Class 3 contains 6136 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191949 members 
Mstep: Class 6 contains 17812 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 15 contains 4245 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38344 members 
Mstep: Class 18 contains 22065 members 
Mstep: Class 20 contains 15918 members 
Mstep: Class 21 contains 4578 members 
Mstep: Class 22 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695400.000000 Penalty: 39716.023438
Iteration 124Q: 20 clusters Score -4.16954e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 11579 members 
Mstep: Class 3 contains 6135 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191933 members 
Mstep: Class 6 contains 17812 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8524 members 
Mstep: Class 15 contains 4245 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38345 members 
Mstep: Class 18 contains 22067 members 
Mstep: Class 20 contains 15921 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695452.000000 Penalty: 39716.023438
Iteration 125Q: 20 clusters Score -4.169545e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 11596 members 
Mstep: Class 3 contains 6135 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191918 members 
Mstep: Class 6 contains 17812 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11361 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 20 contains 15928 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695444.000000 Penalty: 39716.023438
Iteration 126Q: 20 clusters Score -4.169544e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 11610 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191905 members 
Mstep: Class 6 contains 17814 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 4412 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 8528 members 
Mstep: Class 15 contains 4236 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22072 members 
Mstep: Class 20 contains 15927 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695444.000000 Penalty: 39716.023438
Iteration 127Q: 20 clusters Score -4.169544e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 11624 members 
Mstep: Class 3 contains 6140 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191886 members 
Mstep: Class 6 contains 17816 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11367 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8530 members 
Mstep: Class 15 contains 4235 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22074 members 
Mstep: Class 20 contains 15924 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695448.000000 Penalty: 39716.023438
Iteration 128Q: 20 clusters Score -4.169545e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191863 members 
Mstep: Class 6 contains 17817 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 15 contains 4228 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22076 members 
Mstep: Class 20 contains 15928 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695444.000000 Penalty: 39716.023438
Iteration 129Q: 20 clusters Score -4.169544e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11656 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191847 members 
Mstep: Class 6 contains 17817 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6637 members 
Mstep: Class 13 contains 8538 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22078 members 
Mstep: Class 20 contains 15929 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695492.000000 Penalty: 39716.023438
Iteration 130Q: 20 clusters Score -4.169549e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11663 members 
Mstep: Class 3 contains 6145 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191840 members 
Mstep: Class 6 contains 17817 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 4371 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6636 members 
Mstep: Class 13 contains 8544 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38345 members 
Mstep: Class 18 contains 22079 members 
Mstep: Class 20 contains 15925 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695480.000000 Penalty: 39716.023438
Iteration 131Q: 20 clusters Score -4.169548e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 6149 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191845 members 
Mstep: Class 6 contains 17817 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 8546 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38346 members 
Mstep: Class 18 contains 22080 members 
Mstep: Class 20 contains 15918 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695460.000000 Penalty: 39716.023438
Iteration 132Q: 20 clusters Score -4.169546e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11659 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191853 members 
Mstep: Class 6 contains 17817 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 4353 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 8548 members 
Mstep: Class 15 contains 4207 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38345 members 
Mstep: Class 18 contains 22082 members 
Mstep: Class 20 contains 15913 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695456.000000 Penalty: 39716.023438
Iteration 133Q: 20 clusters Score -4.169546e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11658 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191861 members 
Mstep: Class 6 contains 17817 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8549 members 
Mstep: Class 15 contains 4201 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38345 members 
Mstep: Class 18 contains 22083 members 
Mstep: Class 20 contains 15909 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695376.000000 Penalty: 39716.023438
Iteration 134Q: 20 clusters Score -4.169538e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11659 members 
Mstep: Class 3 contains 6160 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191858 members 
Mstep: Class 6 contains 17817 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8550 members 
Mstep: Class 15 contains 4195 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22086 members 
Mstep: Class 20 contains 15906 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695412.000000 Penalty: 39716.023438
Iteration 135Q: 20 clusters Score -4.169541e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11660 members 
Mstep: Class 3 contains 6167 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191858 members 
Mstep: Class 6 contains 17817 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6637 members 
Mstep: Class 13 contains 8552 members 
Mstep: Class 15 contains 4191 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22086 members 
Mstep: Class 20 contains 15898 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 5606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695408.000000 Penalty: 39716.023438
Iteration 136Q: 20 clusters Score -4.169541e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11653 members 
Mstep: Class 3 contains 6171 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191863 members 
Mstep: Class 6 contains 17817 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 8553 members 
Mstep: Class 15 contains 4186 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38346 members 
Mstep: Class 18 contains 22087 members 
Mstep: Class 20 contains 15899 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695456.000000 Penalty: 39716.023438
Iteration 137Q: 20 clusters Score -4.169546e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11663 members 
Mstep: Class 3 contains 6173 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191860 members 
Mstep: Class 6 contains 17817 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6641 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4182 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22088 members 
Mstep: Class 20 contains 15899 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695476.000000 Penalty: 39716.023438
Iteration 138Q: 20 clusters Score -4.169548e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11665 members 
Mstep: Class 3 contains 6185 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191853 members 
Mstep: Class 6 contains 17818 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6642 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4178 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22088 members 
Mstep: Class 20 contains 15897 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695392.000000 Penalty: 39716.023438
Iteration 139Q: 20 clusters Score -4.169539e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11674 members 
Mstep: Class 3 contains 6191 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191844 members 
Mstep: Class 6 contains 17818 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6643 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22090 members 
Mstep: Class 20 contains 15890 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695412.000000 Penalty: 39716.023438
Iteration 140F: 20 clusters Score -4.169541e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191846 members 
Mstep: Class 6 contains 17819 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6643 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4169 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22090 members 
Mstep: Class 20 contains 15889 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695368.000000 Penalty: 39716.023438
Iteration 141Q: 20 clusters Score -4.169537e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 6194 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191844 members 
Mstep: Class 6 contains 17819 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4241 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4167 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22090 members 
Mstep: Class 20 contains 15891 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695304.000000 Penalty: 39716.023438
Iteration 142Q: 20 clusters Score -4.16953e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191846 members 
Mstep: Class 6 contains 17819 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4160 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22090 members 
Mstep: Class 20 contains 15893 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695328.000000 Penalty: 39716.023438
Iteration 143Q: 20 clusters Score -4.169533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191852 members 
Mstep: Class 6 contains 17819 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4159 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22090 members 
Mstep: Class 20 contains 15893 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695288.000000 Penalty: 39716.023438
Iteration 144Q: 20 clusters Score -4.169529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11690 members 
Mstep: Class 3 contains 6188 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191859 members 
Mstep: Class 6 contains 17819 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6634 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4158 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22090 members 
Mstep: Class 20 contains 15895 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695280.000000 Penalty: 39716.023438
Iteration 145Q: 20 clusters Score -4.169528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191864 members 
Mstep: Class 6 contains 17819 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4155 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22091 members 
Mstep: Class 20 contains 15894 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695304.000000 Penalty: 39716.023438
Iteration 146Q: 20 clusters Score -4.16953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191862 members 
Mstep: Class 6 contains 17820 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6637 members 
Mstep: Class 13 contains 8555 members 
Mstep: Class 15 contains 4154 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22092 members 
Mstep: Class 20 contains 15892 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695272.000000 Penalty: 39716.023438
Iteration 147Q: 20 clusters Score -4.169527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 11691 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191859 members 
Mstep: Class 6 contains 17821 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4210 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6636 members 
Mstep: Class 13 contains 8555 members 
Mstep: Class 15 contains 4153 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22091 members 
Mstep: Class 20 contains 15890 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695316.000000 Penalty: 39716.023438
Iteration 148Q: 20 clusters Score -4.169532e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 11695 members 
Mstep: Class 3 contains 6193 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191854 members 
Mstep: Class 6 contains 17823 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6634 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22091 members 
Mstep: Class 20 contains 15891 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695320.000000 Penalty: 39716.023438
Iteration 149Q: 20 clusters Score -4.169532e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 6194 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191856 members 
Mstep: Class 6 contains 17823 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4198 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4150 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22092 members 
Mstep: Class 20 contains 15892 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695324.000000 Penalty: 39716.023438
Iteration 150Q: 20 clusters Score -4.169532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191858 members 
Mstep: Class 6 contains 17823 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4150 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22093 members 
Mstep: Class 20 contains 15890 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695304.000000 Penalty: 39716.023438
Iteration 151Q: 20 clusters Score -4.16953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 6197 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191853 members 
Mstep: Class 6 contains 17825 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4193 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4150 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22093 members 
Mstep: Class 20 contains 15890 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695332.000000 Penalty: 39716.023438
Iteration 152Q: 20 clusters Score -4.169533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 6198 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191847 members 
Mstep: Class 6 contains 17828 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6627 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4150 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22094 members 
Mstep: Class 20 contains 15891 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 5698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695340.000000 Penalty: 39716.023438
Iteration 153Q: 20 clusters Score -4.169534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 11708 members 
Mstep: Class 3 contains 6199 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191843 members 
Mstep: Class 6 contains 17831 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4184 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6622 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4149 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15892 members 
Mstep: Class 21 contains 4575 members 
Mstep: Class 22 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695332.000000 Penalty: 39716.023438
Iteration 154Q: 20 clusters Score -4.169533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191839 members 
Mstep: Class 6 contains 17833 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4179 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6621 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38350 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15891 members 
Mstep: Class 21 contains 4574 members 
Mstep: Class 22 contains 5703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695372.000000 Penalty: 39716.023438
Iteration 155Q: 20 clusters Score -4.169537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 11716 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191837 members 
Mstep: Class 6 contains 17836 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4177 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15889 members 
Mstep: Class 21 contains 4574 members 
Mstep: Class 22 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695384.000000 Penalty: 39716.023438
Iteration 156Q: 20 clusters Score -4.169538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 11718 members 
Mstep: Class 3 contains 6205 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191839 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4174 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15888 members 
Mstep: Class 21 contains 4573 members 
Mstep: Class 22 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695340.000000 Penalty: 39716.023438
Iteration 157Q: 20 clusters Score -4.169534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 6205 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191841 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15888 members 
Mstep: Class 21 contains 4571 members 
Mstep: Class 22 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695320.000000 Penalty: 39716.023438
Iteration 158Q: 20 clusters Score -4.169532e+07 nChanged 11
Entering ConstructFrom: 
Score: -41695320.000000 Penalty: 39716.023438
Entering ConstructFrom: 
Trying to split cluster 1 (15983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Entering Unmasked Estep 
Score: -1789325.125000 Penalty: 1572.883179
	Iteration 0F: 2 clusters Score -1789325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1778444.250000 Penalty: 3145.766357
	Iteration 0F: 3 clusters Score -1778444 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1782342.000000 Penalty: 3145.766357
	Iteration 1F: 3 clusters Score -1782342 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1782797.375000 Penalty: 3145.766357
	Iteration 2F: 3 clusters Score -1782797 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1783309.750000 Penalty: 3145.766357
	Iteration 3F: 3 clusters Score -1783310 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1783964.750000 Penalty: 3145.766357
	Iteration 4F: 3 clusters Score -1783965 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1784767.500000 Penalty: 3145.766357
	Iteration 5F: 3 clusters Score -1784768 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1785686.875000 Penalty: 3145.766357
	Iteration 6F: 3 clusters Score -1785687 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1786636.750000 Penalty: 3145.766357
	Iteration 7F: 3 clusters Score -1786637 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1787340.625000 Penalty: 3145.766357
	Iteration 8Q: 3 clusters Score -1787341 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1787779.750000 Penalty: 3145.766357
	Iteration 9Q: 3 clusters Score -1787780 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1788086.250000 Penalty: 3145.766357
	Iteration 10Q: 3 clusters Score -1788086 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1788335.000000 Penalty: 3145.766357
	Iteration 11Q: 3 clusters Score -1788335 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1788583.125000 Penalty: 3145.766357
	Iteration 12Q: 3 clusters Score -1788583 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1788778.125000 Penalty: 3145.766357
	Iteration 13Q: 3 clusters Score -1788778 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1788938.625000 Penalty: 3145.766357
	Iteration 14Q: 3 clusters Score -1788939 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1789032.875000 Penalty: 3145.766357
	Iteration 15Q: 3 clusters Score -1789033 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1789130.750000 Penalty: 3145.766357
	Iteration 16Q: 3 clusters Score -1789131 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1789188.625000 Penalty: 3145.766357
	Iteration 17Q: 3 clusters Score -1789189 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1789226.000000 Penalty: 3145.766357
	Iteration 18Q: 3 clusters Score -1789226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1789251.375000 Penalty: 3145.766357
	Iteration 19Q: 3 clusters Score -1789251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1789267.750000 Penalty: 3145.766357
	Iteration 20F: 3 clusters Score -1789268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1789278.875000 Penalty: 3145.766357
	Iteration 21Q: 3 clusters Score -1789279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1789292.250000 Penalty: 3145.766357
	Iteration 22Q: 3 clusters Score -1789292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1789300.125000 Penalty: 3145.766357
	Iteration 23Q: 3 clusters Score -1789300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1789307.625000 Penalty: 3145.766357
	Iteration 24Q: 3 clusters Score -1789308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1789308.250000 Penalty: 3145.766357
	Iteration 25Q: 3 clusters Score -1789308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1789308.875000 Penalty: 3145.766357
	Iteration 26Q: 3 clusters Score -1789309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1789310.625000 Penalty: 3145.766357
	Iteration 27Q: 3 clusters Score -1789311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1789311.250000 Penalty: 3145.766357
	Iteration 28Q: 3 clusters Score -1789311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1789312.625000 Penalty: 3145.766357
	Iteration 29Q: 3 clusters Score -1789313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1789312.625000 Penalty: 3145.766357
	Iteration 30Q: 3 clusters Score -1789313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1789312.375000 Penalty: 3145.766357
	Iteration 31Q: 3 clusters Score -1789312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1789312.375000 Penalty: 3145.766357
	Iteration 32F: 3 clusters Score -1789312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Entering Unmasked Estep 
Score: -1249413.125000 Penalty: 1522.498657
	Iteration 0F: 2 clusters Score -1249413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1241235.625000 Penalty: 3044.997314
	Iteration 0F: 3 clusters Score -1241236 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1243972.875000 Penalty: 3044.997314
	Iteration 1F: 3 clusters Score -1243973 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1244275.875000 Penalty: 3044.997314
	Iteration 2F: 3 clusters Score -1244276 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1244561.625000 Penalty: 3044.997314
	Iteration 3F: 3 clusters Score -1244562 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1244831.125000 Penalty: 3044.997314
	Iteration 4Q: 3 clusters Score -1244831 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1245110.000000 Penalty: 3044.997314
	Iteration 5Q: 3 clusters Score -1245110 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1245409.125000 Penalty: 3044.997314
	Iteration 6F: 3 clusters Score -1245409 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1245720.875000 Penalty: 3044.997314
	Iteration 7Q: 3 clusters Score -1245721 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1246139.000000 Penalty: 3044.997314
	Iteration 8F: 3 clusters Score -1246139 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1246639.625000 Penalty: 3044.997314
	Iteration 9F: 3 clusters Score -1246640 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1247141.250000 Penalty: 3044.997314
	Iteration 10F: 3 clusters Score -1247141 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1247551.375000 Penalty: 3044.997314
	Iteration 11Q: 3 clusters Score -1247551 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1247824.375000 Penalty: 3044.997314
	Iteration 12Q: 3 clusters Score -1247824 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1247978.250000 Penalty: 3044.997314
	Iteration 13Q: 3 clusters Score -1247978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1248047.500000 Penalty: 3044.997314
	Iteration 14Q: 3 clusters Score -1248048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1248103.125000 Penalty: 3044.997314
	Iteration 15Q: 3 clusters Score -1248103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1248135.875000 Penalty: 3044.997314
	Iteration 16Q: 3 clusters Score -1248136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1248161.625000 Penalty: 3044.997314
	Iteration 17Q: 3 clusters Score -1248162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1248177.750000 Penalty: 3044.997314
	Iteration 18Q: 3 clusters Score -1248178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1248192.250000 Penalty: 3044.997314
	Iteration 19Q: 3 clusters Score -1248192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1248205.000000 Penalty: 3044.997314
	Iteration 20F: 3 clusters Score -1248205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1248208.500000 Penalty: 3044.997314
	Iteration 21Q: 3 clusters Score -1248208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1248209.125000 Penalty: 3044.997314
	Iteration 22Q: 3 clusters Score -1248209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1248209.125000 Penalty: 3044.997314
	Iteration 23F: 3 clusters Score -1248209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -688900.437500 Penalty: 1419.182861
	Iteration 0F: 2 clusters Score -688900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -684180.500000 Penalty: 2838.365723
	Iteration 0F: 3 clusters Score -684180.5 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -685615.187500 Penalty: 2838.365723
	Iteration 1F: 3 clusters Score -685615.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -685806.687500 Penalty: 2838.365723
	Iteration 2F: 3 clusters Score -685806.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -685934.500000 Penalty: 2838.365723
	Iteration 3Q: 3 clusters Score -685934.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -686029.437500 Penalty: 2838.365723
	Iteration 4Q: 3 clusters Score -686029.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -686095.750000 Penalty: 2838.365723
	Iteration 5Q: 3 clusters Score -686095.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -686159.875000 Penalty: 2838.365723
	Iteration 6Q: 3 clusters Score -686159.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -686221.500000 Penalty: 2838.365723
	Iteration 7Q: 3 clusters Score -686221.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -686289.750000 Penalty: 2838.365723
	Iteration 8Q: 3 clusters Score -686289.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -686373.312500 Penalty: 2838.365723
	Iteration 9Q: 3 clusters Score -686373.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -686475.250000 Penalty: 2838.365723
	Iteration 10Q: 3 clusters Score -686475.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -686588.312500 Penalty: 2838.365723
	Iteration 11Q: 3 clusters Score -686588.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -686713.562500 Penalty: 2838.365723
	Iteration 12Q: 3 clusters Score -686713.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -686859.000000 Penalty: 2838.365723
	Iteration 13Q: 3 clusters Score -686859 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -687003.937500 Penalty: 2838.365723
	Iteration 14Q: 3 clusters Score -687003.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -687145.062500 Penalty: 2838.365723
	Iteration 15Q: 3 clusters Score -687145.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -687272.375000 Penalty: 2838.365723
	Iteration 16Q: 3 clusters Score -687272.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -687375.687500 Penalty: 2838.365723
	Iteration 17Q: 3 clusters Score -687375.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -687447.812500 Penalty: 2838.365723
	Iteration 18Q: 3 clusters Score -687447.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -687494.875000 Penalty: 2838.365723
	Iteration 19Q: 3 clusters Score -687494.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -687536.875000 Penalty: 2838.365723
	Iteration 20F: 3 clusters Score -687536.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -687562.875000 Penalty: 2838.365723
	Iteration 21Q: 3 clusters Score -687562.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -687582.437500 Penalty: 2838.365723
	Iteration 22Q: 3 clusters Score -687582.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -687603.187500 Penalty: 2838.365723
	Iteration 23Q: 3 clusters Score -687603.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -687612.187500 Penalty: 2838.365723
	Iteration 24Q: 3 clusters Score -687612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -687619.000000 Penalty: 2838.365723
	Iteration 25Q: 3 clusters Score -687619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -687627.062500 Penalty: 2838.365723
	Iteration 26Q: 3 clusters Score -687627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -687633.375000 Penalty: 2838.365723
	Iteration 27Q: 3 clusters Score -687633.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -687637.625000 Penalty: 2838.365723
	Iteration 28Q: 3 clusters Score -687637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -687645.187500 Penalty: 2838.365723
	Iteration 29Q: 3 clusters Score -687645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -687649.375000 Penalty: 2838.365723
	Iteration 30Q: 3 clusters Score -687649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -687652.250000 Penalty: 2838.365723
	Iteration 31Q: 3 clusters Score -687652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -687655.625000 Penalty: 2838.365723
	Iteration 32Q: 3 clusters Score -687655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -687661.937500 Penalty: 2838.365723
	Iteration 33Q: 3 clusters Score -687661.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -687662.687500 Penalty: 2838.365723
	Iteration 34Q: 3 clusters Score -687662.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -687664.062500 Penalty: 2838.365723
	Iteration 35Q: 3 clusters Score -687664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -687666.000000 Penalty: 2838.365723
	Iteration 36Q: 3 clusters Score -687666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -687667.375000 Penalty: 2838.365723
	Iteration 37Q: 3 clusters Score -687667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -687666.562500 Penalty: 2838.365723
	Iteration 38Q: 3 clusters Score -687666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -687666.562500 Penalty: 2838.365723
	Iteration 39F: 3 clusters Score -687666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Entering Unmasked Estep 
Score: -1417890.125000 Penalty: 1533.330566
	Iteration 0F: 2 clusters Score -1417890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1409013.875000 Penalty: 3066.661133
	Iteration 0F: 3 clusters Score -1409014 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1412093.625000 Penalty: 3066.661133
	Iteration 1F: 3 clusters Score -1412094 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1412503.125000 Penalty: 3066.661133
	Iteration 2F: 3 clusters Score -1412503 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1412944.875000 Penalty: 3066.661133
	Iteration 3F: 3 clusters Score -1412945 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1413399.500000 Penalty: 3066.661133
	Iteration 4F: 3 clusters Score -1413400 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1413826.000000 Penalty: 3066.661133
	Iteration 5F: 3 clusters Score -1413826 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1414293.750000 Penalty: 3066.661133
	Iteration 6F: 3 clusters Score -1414294 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1414751.000000 Penalty: 3066.661133
	Iteration 7F: 3 clusters Score -1414751 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1415144.625000 Penalty: 3066.661133
	Iteration 8F: 3 clusters Score -1415145 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1415463.750000 Penalty: 3066.661133
	Iteration 9Q: 3 clusters Score -1415464 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1415701.625000 Penalty: 3066.661133
	Iteration 10Q: 3 clusters Score -1415702 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1415844.000000 Penalty: 3066.661133
	Iteration 11Q: 3 clusters Score -1415844 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1415940.125000 Penalty: 3066.661133
	Iteration 12Q: 3 clusters Score -1415940 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1415997.875000 Penalty: 3066.661133
	Iteration 13Q: 3 clusters Score -1415998 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1416044.000000 Penalty: 3066.661133
	Iteration 14Q: 3 clusters Score -1416044 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1416088.250000 Penalty: 3066.661133
	Iteration 15Q: 3 clusters Score -1416088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1416127.750000 Penalty: 3066.661133
	Iteration 16Q: 3 clusters Score -1416128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1416158.625000 Penalty: 3066.661133
	Iteration 17Q: 3 clusters Score -1416159 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1416188.000000 Penalty: 3066.661133
	Iteration 18Q: 3 clusters Score -1416188 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1416229.875000 Penalty: 3066.661133
	Iteration 19Q: 3 clusters Score -1416230 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1416268.500000 Penalty: 3066.661133
	Iteration 20F: 3 clusters Score -1416268 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1416305.125000 Penalty: 3066.661133
	Iteration 21Q: 3 clusters Score -1416305 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1416341.375000 Penalty: 3066.661133
	Iteration 22Q: 3 clusters Score -1416341 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1416373.375000 Penalty: 3066.661133
	Iteration 23Q: 3 clusters Score -1416373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1416396.625000 Penalty: 3066.661133
	Iteration 24Q: 3 clusters Score -1416397 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1416420.125000 Penalty: 3066.661133
	Iteration 25Q: 3 clusters Score -1416420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1416449.500000 Penalty: 3066.661133
	Iteration 26Q: 3 clusters Score -1416450 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1416485.125000 Penalty: 3066.661133
	Iteration 27Q: 3 clusters Score -1416485 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1416520.750000 Penalty: 3066.661133
	Iteration 28Q: 3 clusters Score -1416521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1416558.750000 Penalty: 3066.661133
	Iteration 29Q: 3 clusters Score -1416559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1416584.625000 Penalty: 3066.661133
	Iteration 30Q: 3 clusters Score -1416585 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1416625.000000 Penalty: 3066.661133
	Iteration 31Q: 3 clusters Score -1416625 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1416667.875000 Penalty: 3066.661133
	Iteration 32Q: 3 clusters Score -1416668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1416715.625000 Penalty: 3066.661133
	Iteration 33Q: 3 clusters Score -1416716 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1416753.750000 Penalty: 3066.661133
	Iteration 34Q: 3 clusters Score -1416754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1416799.500000 Penalty: 3066.661133
	Iteration 35Q: 3 clusters Score -1416800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1416847.625000 Penalty: 3066.661133
	Iteration 36Q: 3 clusters Score -1416848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1416890.750000 Penalty: 3066.661133
	Iteration 37Q: 3 clusters Score -1416891 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1416934.250000 Penalty: 3066.661133
	Iteration 38Q: 3 clusters Score -1416934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1416974.750000 Penalty: 3066.661133
	Iteration 39Q: 3 clusters Score -1416975 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1417011.875000 Penalty: 3066.661133
	Iteration 40F: 3 clusters Score -1417012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1417038.875000 Penalty: 3066.661133
	Iteration 41Q: 3 clusters Score -1417039 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1417069.750000 Penalty: 3066.661133
	Iteration 42Q: 3 clusters Score -1417070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1417094.375000 Penalty: 3066.661133
	Iteration 43Q: 3 clusters Score -1417094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1417107.250000 Penalty: 3066.661133
	Iteration 44Q: 3 clusters Score -1417107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1417122.625000 Penalty: 3066.661133
	Iteration 45Q: 3 clusters Score -1417123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1417136.125000 Penalty: 3066.661133
	Iteration 46Q: 3 clusters Score -1417136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1417145.125000 Penalty: 3066.661133
	Iteration 47Q: 3 clusters Score -1417145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1417159.625000 Penalty: 3066.661133
	Iteration 48Q: 3 clusters Score -1417160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1417166.125000 Penalty: 3066.661133
	Iteration 49Q: 3 clusters Score -1417166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1417171.250000 Penalty: 3066.661133
	Iteration 50Q: 3 clusters Score -1417171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1417175.500000 Penalty: 3066.661133
	Iteration 51Q: 3 clusters Score -1417176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1417181.125000 Penalty: 3066.661133
	Iteration 52Q: 3 clusters Score -1417181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1417188.500000 Penalty: 3066.661133
	Iteration 53Q: 3 clusters Score -1417188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1417190.875000 Penalty: 3066.661133
	Iteration 54Q: 3 clusters Score -1417191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1417194.625000 Penalty: 3066.661133
	Iteration 55Q: 3 clusters Score -1417195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1417199.500000 Penalty: 3066.661133
	Iteration 56Q: 3 clusters Score -1417200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1417202.125000 Penalty: 3066.661133
	Iteration 57Q: 3 clusters Score -1417202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1417199.625000 Penalty: 3066.661133
	Iteration 58Q: 3 clusters Score -1417200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1417202.750000 Penalty: 3066.661133
	Iteration 59Q: 3 clusters Score -1417203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1417205.750000 Penalty: 3066.661133
	Iteration 60F: 3 clusters Score -1417206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1417208.250000 Penalty: 3066.661133
	Iteration 61Q: 3 clusters Score -1417208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1417211.000000 Penalty: 3066.661133
	Iteration 62Q: 3 clusters Score -1417211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1417213.500000 Penalty: 3066.661133
	Iteration 63Q: 3 clusters Score -1417214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1417213.500000 Penalty: 3066.661133
	Iteration 64F: 3 clusters Score -1417214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191839 members 
Entering Unmasked Estep 
Score: -21011286.000000 Penalty: 1976.716919
	Iteration 0F: 2 clusters Score -2.101129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -20902756.000000 Penalty: 3953.433838
	Iteration 0F: 3 clusters Score -2.090276e+07 nChanged 92952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94758 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
Score: -20959180.000000 Penalty: 3953.433838
	Iteration 1F: 3 clusters Score -2.095918e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -20960806.000000 Penalty: 3953.433838
	Iteration 2Q: 3 clusters Score -2.096081e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -20962490.000000 Penalty: 3953.433838
	Iteration 3Q: 3 clusters Score -2.096249e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85429 members 
Mstep: Class 2 contains 106410 members 
Entering Unmasked Estep 
Score: -20964644.000000 Penalty: 3953.433838
	Iteration 4Q: 3 clusters Score -2.096464e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 111821 members 
Entering Unmasked Estep 
Score: -20967206.000000 Penalty: 3953.433838
	Iteration 5Q: 3 clusters Score -2.096721e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73364 members 
Mstep: Class 2 contains 118475 members 
Entering Unmasked Estep 
Score: -20970728.000000 Penalty: 3953.433838
	Iteration 6F: 3 clusters Score -2.097073e+07 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 125895 members 
Entering Unmasked Estep 
Score: -20975786.000000 Penalty: 3953.433838
	Iteration 7F: 3 clusters Score -2.097579e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 133200 members 
Entering Unmasked Estep 
Score: -20982362.000000 Penalty: 3953.433838
	Iteration 8F: 3 clusters Score -2.098236e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 138767 members 
Entering Unmasked Estep 
Score: -20989634.000000 Penalty: 3953.433838
	Iteration 9F: 3 clusters Score -2.098963e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 141856 members 
Entering Unmasked Estep 
Score: -20995736.000000 Penalty: 3953.433838
	Iteration 10Q: 3 clusters Score -2.099574e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -20998352.000000 Penalty: 3953.433838
	Iteration 11Q: 3 clusters Score -2.099835e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -20998786.000000 Penalty: 3953.433838
	Iteration 12Q: 3 clusters Score -2.099879e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 145427 members 
Entering Unmasked Estep 
Score: -20998944.000000 Penalty: 3953.433838
	Iteration 13Q: 3 clusters Score -2.099894e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 146369 members 
Entering Unmasked Estep 
Score: -20999070.000000 Penalty: 3953.433838
	Iteration 14Q: 3 clusters Score -2.099907e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 147260 members 
Entering Unmasked Estep 
Score: -20999150.000000 Penalty: 3953.433838
	Iteration 15Q: 3 clusters Score -2.099915e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 148067 members 
Entering Unmasked Estep 
Score: -20999320.000000 Penalty: 3953.433838
	Iteration 16Q: 3 clusters Score -2.099932e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 148809 members 
Entering Unmasked Estep 
Score: -20999362.000000 Penalty: 3953.433838
	Iteration 17Q: 3 clusters Score -2.099936e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 149518 members 
Entering Unmasked Estep 
Score: -20999398.000000 Penalty: 3953.433838
	Iteration 18Q: 3 clusters Score -2.09994e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 150088 members 
Entering Unmasked Estep 
Score: -20999282.000000 Penalty: 3953.433838
	Iteration 19Q: 3 clusters Score -2.099928e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 150577 members 
Entering Unmasked Estep 
Score: -20999254.000000 Penalty: 3953.433838
	Iteration 20F: 3 clusters Score -2.099925e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 150987 members 
Entering Unmasked Estep 
Score: -20999226.000000 Penalty: 3953.433838
	Iteration 21Q: 3 clusters Score -2.099923e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 151290 members 
Entering Unmasked Estep 
Score: -20999160.000000 Penalty: 3953.433838
	Iteration 22Q: 3 clusters Score -2.099916e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 151496 members 
Entering Unmasked Estep 
Score: -20998994.000000 Penalty: 3953.433838
	Iteration 23Q: 3 clusters Score -2.099899e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 151570 members 
Entering Unmasked Estep 
Score: -20998816.000000 Penalty: 3953.433838
	Iteration 24Q: 3 clusters Score -2.099882e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 151473 members 
Entering Unmasked Estep 
Score: -20998654.000000 Penalty: 3953.433838
	Iteration 25Q: 3 clusters Score -2.099865e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 151320 members 
Entering Unmasked Estep 
Score: -20998528.000000 Penalty: 3953.433838
	Iteration 26Q: 3 clusters Score -2.099853e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -20998422.000000 Penalty: 3953.433838
	Iteration 27Q: 3 clusters Score -2.099842e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 150624 members 
Entering Unmasked Estep 
Score: -20998354.000000 Penalty: 3953.433838
	Iteration 28Q: 3 clusters Score -2.099835e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 150151 members 
Entering Unmasked Estep 
Score: -20998258.000000 Penalty: 3953.433838
	Iteration 29Q: 3 clusters Score -2.099826e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 149492 members 
Entering Unmasked Estep 
Score: -20998176.000000 Penalty: 3953.433838
	Iteration 30Q: 3 clusters Score -2.099818e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 148688 members 
Entering Unmasked Estep 
Score: -20998006.000000 Penalty: 3953.433838
	Iteration 31Q: 3 clusters Score -2.099801e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 147775 members 
Entering Unmasked Estep 
Score: -20997850.000000 Penalty: 3953.433838
	Iteration 32Q: 3 clusters Score -2.099785e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 146840 members 
Entering Unmasked Estep 
Score: -20997680.000000 Penalty: 3953.433838
	Iteration 33Q: 3 clusters Score -2.099768e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 145947 members 
Entering Unmasked Estep 
Score: -20997454.000000 Penalty: 3953.433838
	Iteration 34Q: 3 clusters Score -2.099745e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 145090 members 
Entering Unmasked Estep 
Score: -20997284.000000 Penalty: 3953.433838
	Iteration 35Q: 3 clusters Score -2.099728e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 144408 members 
Entering Unmasked Estep 
Score: -20997234.000000 Penalty: 3953.433838
	Iteration 36Q: 3 clusters Score -2.099723e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 143698 members 
Entering Unmasked Estep 
Score: -20997168.000000 Penalty: 3953.433838
	Iteration 37Q: 3 clusters Score -2.099717e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 143031 members 
Entering Unmasked Estep 
Score: -20996964.000000 Penalty: 3953.433838
	Iteration 38Q: 3 clusters Score -2.099696e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 142430 members 
Entering Unmasked Estep 
Score: -20996866.000000 Penalty: 3953.433838
	Iteration 39Q: 3 clusters Score -2.099687e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 141919 members 
Entering Unmasked Estep 
Score: -20997186.000000 Penalty: 3953.433838
	Iteration 40F: 3 clusters Score -2.099719e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 141125 members 
Entering Unmasked Estep 
Score: -20996978.000000 Penalty: 3953.433838
	Iteration 41Q: 3 clusters Score -2.099698e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 140301 members 
Entering Unmasked Estep 
Score: -20996864.000000 Penalty: 3953.433838
	Iteration 42Q: 3 clusters Score -2.099686e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 139412 members 
Entering Unmasked Estep 
Score: -20996594.000000 Penalty: 3953.433838
	Iteration 43Q: 3 clusters Score -2.099659e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 138580 members 
Entering Unmasked Estep 
Score: -20996450.000000 Penalty: 3953.433838
	Iteration 44Q: 3 clusters Score -2.099645e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -20996442.000000 Penalty: 3953.433838
	Iteration 45Q: 3 clusters Score -2.099644e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 136996 members 
Entering Unmasked Estep 
Score: -20996338.000000 Penalty: 3953.433838
	Iteration 46Q: 3 clusters Score -2.099634e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 136159 members 
Entering Unmasked Estep 
Score: -20996402.000000 Penalty: 3953.433838
	Iteration 47Q: 3 clusters Score -2.09964e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 135244 members 
Entering Unmasked Estep 
Score: -20996520.000000 Penalty: 3953.433838
	Iteration 48Q: 3 clusters Score -2.099652e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 134187 members 
Entering Unmasked Estep 
Score: -20996402.000000 Penalty: 3953.433838
	Iteration 49Q: 3 clusters Score -2.09964e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 133007 members 
Entering Unmasked Estep 
Score: -20996284.000000 Penalty: 3953.433838
	Iteration 50Q: 3 clusters Score -2.099628e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 131696 members 
Entering Unmasked Estep 
Score: -20996262.000000 Penalty: 3953.433838
	Iteration 51Q: 3 clusters Score -2.099626e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 130260 members 
Entering Unmasked Estep 
Score: -20996152.000000 Penalty: 3953.433838
	Iteration 52Q: 3 clusters Score -2.099615e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 128706 members 
Entering Unmasked Estep 
Score: -20996000.000000 Penalty: 3953.433838
	Iteration 53Q: 3 clusters Score -2.0996e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 127021 members 
Entering Unmasked Estep 
Score: -20996084.000000 Penalty: 3953.433838
	Iteration 54Q: 3 clusters Score -2.099608e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 125217 members 
Entering Unmasked Estep 
Score: -20996204.000000 Penalty: 3953.433838
	Iteration 55Q: 3 clusters Score -2.09962e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 123339 members 
Entering Unmasked Estep 
Score: -20996282.000000 Penalty: 3953.433838
	Iteration 56Q: 3 clusters Score -2.099628e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 121447 members 
Entering Unmasked Estep 
Score: -20996434.000000 Penalty: 3953.433838
	Iteration 57Q: 3 clusters Score -2.099643e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 119492 members 
Entering Unmasked Estep 
Score: -20996594.000000 Penalty: 3953.433838
	Iteration 58Q: 3 clusters Score -2.099659e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -20996846.000000 Penalty: 3953.433838
	Iteration 59Q: 3 clusters Score -2.099685e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -20997034.000000 Penalty: 3953.433838
	Iteration 60F: 3 clusters Score -2.099703e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 113337 members 
Entering Unmasked Estep 
Score: -20997306.000000 Penalty: 3953.433838
	Iteration 61Q: 3 clusters Score -2.099731e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 111162 members 
Entering Unmasked Estep 
Score: -20997314.000000 Penalty: 3953.433838
	Iteration 62Q: 3 clusters Score -2.099731e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 108976 members 
Entering Unmasked Estep 
Score: -20997462.000000 Penalty: 3953.433838
	Iteration 63Q: 3 clusters Score -2.099746e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -20997546.000000 Penalty: 3953.433838
	Iteration 64Q: 3 clusters Score -2.099755e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 104451 members 
Entering Unmasked Estep 
Score: -20997722.000000 Penalty: 3953.433838
	Iteration 65Q: 3 clusters Score -2.099772e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -20997258.000000 Penalty: 3953.433838
	Iteration 66Q: 3 clusters Score -2.099726e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -20995822.000000 Penalty: 3953.433838
	Iteration 67Q: 3 clusters Score -2.099582e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -20992876.000000 Penalty: 3953.433838
	Iteration 68Q: 3 clusters Score -2.099288e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113469 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -20988580.000000 Penalty: 3953.433838
	Iteration 69F: 3 clusters Score -2.098858e+07 nChanged 13881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127350 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -20987000.000000 Penalty: 3953.433838
	Iteration 70F: 3 clusters Score -2.0987e+07 nChanged 17353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144703 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -20990186.000000 Penalty: 3953.433838
	Iteration 71F: 3 clusters Score -2.099019e+07 nChanged 19964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164667 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -20999274.000000 Penalty: 3953.433838
	Iteration 72F: 3 clusters Score -2.099927e+07 nChanged 16119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180786 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -21005378.000000 Penalty: 3953.433838
	Iteration 73F: 3 clusters Score -2.100538e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188038 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -21007636.000000 Penalty: 3953.433838
	Iteration 74Q: 3 clusters Score -2.100764e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190346 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -21008896.000000 Penalty: 3953.433838
	Iteration 75Q: 3 clusters Score -2.10089e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190980 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -21009224.000000 Penalty: 3953.433838
	Iteration 76Q: 3 clusters Score -2.100922e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191189 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21009380.000000 Penalty: 3953.433838
	Iteration 77Q: 3 clusters Score -2.100938e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191286 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -21009476.000000 Penalty: 3953.433838
	Iteration 78Q: 3 clusters Score -2.100948e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191345 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -21009512.000000 Penalty: 3953.433838
	Iteration 79Q: 3 clusters Score -2.100951e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191365 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -21009528.000000 Penalty: 3953.433838
	Iteration 80F: 3 clusters Score -2.100953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191376 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21009544.000000 Penalty: 3953.433838
	Iteration 81Q: 3 clusters Score -2.100954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191382 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21009550.000000 Penalty: 3953.433838
	Iteration 82Q: 3 clusters Score -2.100955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191382 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21009570.000000 Penalty: 3953.433838
	Iteration 83Q: 3 clusters Score -2.100957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191385 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -21009580.000000 Penalty: 3953.433838
	Iteration 84Q: 3 clusters Score -2.100958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191390 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21009588.000000 Penalty: 3953.433838
	Iteration 85Q: 3 clusters Score -2.100959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191393 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -21009594.000000 Penalty: 3953.433838
	Iteration 86Q: 3 clusters Score -2.100959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191393 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -21009584.000000 Penalty: 3953.433838
	Iteration 87Q: 3 clusters Score -2.100958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191399 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21009598.000000 Penalty: 3953.433838
	Iteration 88Q: 3 clusters Score -2.10096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191395 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21009602.000000 Penalty: 3953.433838
	Iteration 89Q: 3 clusters Score -2.10096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191395 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21009602.000000 Penalty: 3953.433838
	Iteration 90Q: 3 clusters Score -2.10096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191394 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -21009606.000000 Penalty: 3953.433838
	Iteration 91Q: 3 clusters Score -2.100961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191395 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21009604.000000 Penalty: 3953.433838
	Iteration 92Q: 3 clusters Score -2.10096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191396 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21009602.000000 Penalty: 3953.433838
	Iteration 93Q: 3 clusters Score -2.10096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191396 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21009602.000000 Penalty: 3953.433838
	Iteration 94F: 3 clusters Score -2.10096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Entering Unmasked Estep 
Score: -2017790.750000 Penalty: 1590.717407
	Iteration 0F: 2 clusters Score -2017791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2005548.750000 Penalty: 3181.434814
	Iteration 0F: 3 clusters Score -2005549 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2009991.250000 Penalty: 3181.434814
	Iteration 1F: 3 clusters Score -2009991 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2010278.125000 Penalty: 3181.434814
	Iteration 2F: 3 clusters Score -2010278 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2010494.750000 Penalty: 3181.434814
	Iteration 3Q: 3 clusters Score -2010495 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2010702.250000 Penalty: 3181.434814
	Iteration 4Q: 3 clusters Score -2010702 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2010967.375000 Penalty: 3181.434814
	Iteration 5Q: 3 clusters Score -2010967 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2011307.125000 Penalty: 3181.434814
	Iteration 6Q: 3 clusters Score -2011307 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2011752.375000 Penalty: 3181.434814
	Iteration 7Q: 3 clusters Score -2011752 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2012380.500000 Penalty: 3181.434814
	Iteration 8F: 3 clusters Score -2012380 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2013251.625000 Penalty: 3181.434814
	Iteration 9F: 3 clusters Score -2013252 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2014339.500000 Penalty: 3181.434814
	Iteration 10F: 3 clusters Score -2014340 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2015289.000000 Penalty: 3181.434814
	Iteration 11F: 3 clusters Score -2015289 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2015852.000000 Penalty: 3181.434814
	Iteration 12Q: 3 clusters Score -2015852 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2016135.125000 Penalty: 3181.434814
	Iteration 13Q: 3 clusters Score -2016135 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2016267.250000 Penalty: 3181.434814
	Iteration 14Q: 3 clusters Score -2016267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2016346.500000 Penalty: 3181.434814
	Iteration 15Q: 3 clusters Score -2016346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2016374.750000 Penalty: 3181.434814
	Iteration 16Q: 3 clusters Score -2016375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2016386.750000 Penalty: 3181.434814
	Iteration 17Q: 3 clusters Score -2016387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2016390.125000 Penalty: 3181.434814
	Iteration 18Q: 3 clusters Score -2016390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2016392.625000 Penalty: 3181.434814
	Iteration 19Q: 3 clusters Score -2016393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2016392.625000 Penalty: 3181.434814
	Iteration 20F: 3 clusters Score -2016393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -76738.250000 Penalty: 1095.142212
	Iteration 0F: 2 clusters Score -76738.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75601.101562 Penalty: 2190.284424
	Iteration 0F: 3 clusters Score -75601.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76437.726562 Penalty: 2190.284424
	Iteration 1F: 3 clusters Score -76437.73 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76622.890625 Penalty: 2190.284424
	Iteration 2F: 3 clusters Score -76622.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76732.351562 Penalty: 2190.284424
	Iteration 3Q: 3 clusters Score -76732.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76829.570312 Penalty: 2190.284424
	Iteration 4Q: 3 clusters Score -76829.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76904.421875 Penalty: 2190.284424
	Iteration 5Q: 3 clusters Score -76904.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76975.843750 Penalty: 2190.284424
	Iteration 6Q: 3 clusters Score -76975.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77026.257812 Penalty: 2190.284424
	Iteration 7Q: 3 clusters Score -77026.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77050.664062 Penalty: 2190.284424
	Iteration 8Q: 3 clusters Score -77050.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77059.398438 Penalty: 2190.284424
	Iteration 9Q: 3 clusters Score -77059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77071.273438 Penalty: 2190.284424
	Iteration 10Q: 3 clusters Score -77071.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77095.000000 Penalty: 2190.284424
	Iteration 11Q: 3 clusters Score -77095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77096.867188 Penalty: 2190.284424
	Iteration 12Q: 3 clusters Score -77096.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77102.890625 Penalty: 2190.284424
	Iteration 13F: 3 clusters Score -77102.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77119.968750 Penalty: 2190.284424
	Iteration 14Q: 3 clusters Score -77119.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77162.492188 Penalty: 2190.284424
	Iteration 15Q: 3 clusters Score -77162.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -77179.921875 Penalty: 2190.284424
	Iteration 16Q: 3 clusters Score -77179.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -77184.882812 Penalty: 2190.284424
	Iteration 17Q: 3 clusters Score -77184.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77185.187500 Penalty: 2190.284424
	Iteration 18Q: 3 clusters Score -77185.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77185.187500 Penalty: 2190.284424
	Iteration 19F: 3 clusters Score -77185.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191839 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4149 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15886 members 
Mstep: Class 21 contains 4569 members 
Mstep: Class 22 contains 5706 members 
Entering Unmasked Estep 
Score: -41694772.000000 Penalty: 41806.339844
Splitting cluster 7 changes total score from -41695320.000000 to -41694772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -461092.531250 Penalty: 1354.507568
	Iteration 0F: 2 clusters Score -461092.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -457579.687500 Penalty: 2709.015137
	Iteration 0F: 3 clusters Score -457579.7 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -458435.687500 Penalty: 2709.015137
	Iteration 1F: 3 clusters Score -458435.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -458586.718750 Penalty: 2709.015137
	Iteration 2F: 3 clusters Score -458586.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -458686.625000 Penalty: 2709.015137
	Iteration 3F: 3 clusters Score -458686.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -458762.250000 Penalty: 2709.015137
	Iteration 4Q: 3 clusters Score -458762.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -458807.718750 Penalty: 2709.015137
	Iteration 5Q: 3 clusters Score -458807.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -458839.218750 Penalty: 2709.015137
	Iteration 6Q: 3 clusters Score -458839.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -458865.843750 Penalty: 2709.015137
	Iteration 7Q: 3 clusters Score -458865.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -458890.125000 Penalty: 2709.015137
	Iteration 8Q: 3 clusters Score -458890.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -458914.875000 Penalty: 2709.015137
	Iteration 9Q: 3 clusters Score -458914.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -458935.718750 Penalty: 2709.015137
	Iteration 10Q: 3 clusters Score -458935.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -458958.125000 Penalty: 2709.015137
	Iteration 11Q: 3 clusters Score -458958.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -458984.468750 Penalty: 2709.015137
	Iteration 12Q: 3 clusters Score -458984.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -458997.718750 Penalty: 2709.015137
	Iteration 13Q: 3 clusters Score -458997.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -459008.562500 Penalty: 2709.015137
	Iteration 14Q: 3 clusters Score -459008.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -459015.937500 Penalty: 2709.015137
	Iteration 15Q: 3 clusters Score -459015.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -459023.843750 Penalty: 2709.015137
	Iteration 16Q: 3 clusters Score -459023.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -459029.843750 Penalty: 2709.015137
	Iteration 17Q: 3 clusters Score -459029.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -459040.781250 Penalty: 2709.015137
	Iteration 18Q: 3 clusters Score -459040.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -459046.375000 Penalty: 2709.015137
	Iteration 19Q: 3 clusters Score -459046.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -459051.937500 Penalty: 2709.015137
	Iteration 20F: 3 clusters Score -459051.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -459056.906250 Penalty: 2709.015137
	Iteration 21Q: 3 clusters Score -459056.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -459061.656250 Penalty: 2709.015137
	Iteration 22Q: 3 clusters Score -459061.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -459066.937500 Penalty: 2709.015137
	Iteration 23Q: 3 clusters Score -459066.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -459073.656250 Penalty: 2709.015137
	Iteration 24Q: 3 clusters Score -459073.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -459080.750000 Penalty: 2709.015137
	Iteration 25Q: 3 clusters Score -459080.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -459086.968750 Penalty: 2709.015137
	Iteration 26Q: 3 clusters Score -459087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -459094.500000 Penalty: 2709.015137
	Iteration 27Q: 3 clusters Score -459094.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -459102.281250 Penalty: 2709.015137
	Iteration 28Q: 3 clusters Score -459102.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -459107.500000 Penalty: 2709.015137
	Iteration 29Q: 3 clusters Score -459107.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -459115.062500 Penalty: 2709.015137
	Iteration 30Q: 3 clusters Score -459115.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -459125.062500 Penalty: 2709.015137
	Iteration 31Q: 3 clusters Score -459125.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -459133.562500 Penalty: 2709.015137
	Iteration 32Q: 3 clusters Score -459133.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -459144.593750 Penalty: 2709.015137
	Iteration 33Q: 3 clusters Score -459144.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -459152.750000 Penalty: 2709.015137
	Iteration 34Q: 3 clusters Score -459152.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -459159.218750 Penalty: 2709.015137
	Iteration 35Q: 3 clusters Score -459159.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -459164.125000 Penalty: 2709.015137
	Iteration 36Q: 3 clusters Score -459164.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -459170.250000 Penalty: 2709.015137
	Iteration 37Q: 3 clusters Score -459170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -459178.406250 Penalty: 2709.015137
	Iteration 38Q: 3 clusters Score -459178.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -459186.031250 Penalty: 2709.015137
	Iteration 39Q: 3 clusters Score -459186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -459191.781250 Penalty: 2709.015137
	Iteration 40F: 3 clusters Score -459191.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -459200.343750 Penalty: 2709.015137
	Iteration 41Q: 3 clusters Score -459200.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -459210.687500 Penalty: 2709.015137
	Iteration 42Q: 3 clusters Score -459210.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -459221.187500 Penalty: 2709.015137
	Iteration 43Q: 3 clusters Score -459221.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -459232.218750 Penalty: 2709.015137
	Iteration 44Q: 3 clusters Score -459232.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -459242.406250 Penalty: 2709.015137
	Iteration 45Q: 3 clusters Score -459242.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -459255.593750 Penalty: 2709.015137
	Iteration 46Q: 3 clusters Score -459255.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -459270.875000 Penalty: 2709.015137
	Iteration 47Q: 3 clusters Score -459270.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -459293.093750 Penalty: 2709.015137
	Iteration 48Q: 3 clusters Score -459293.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -459321.406250 Penalty: 2709.015137
	Iteration 49Q: 3 clusters Score -459321.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -459360.937500 Penalty: 2709.015137
	Iteration 50Q: 3 clusters Score -459360.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -459400.343750 Penalty: 2709.015137
	Iteration 51Q: 3 clusters Score -459400.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -459441.312500 Penalty: 2709.015137
	Iteration 52Q: 3 clusters Score -459441.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -459477.406250 Penalty: 2709.015137
	Iteration 53Q: 3 clusters Score -459477.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -459515.250000 Penalty: 2709.015137
	Iteration 54Q: 3 clusters Score -459515.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -459553.812500 Penalty: 2709.015137
	Iteration 55Q: 3 clusters Score -459553.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -459592.500000 Penalty: 2709.015137
	Iteration 56Q: 3 clusters Score -459592.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -459628.250000 Penalty: 2709.015137
	Iteration 57Q: 3 clusters Score -459628.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -459655.125000 Penalty: 2709.015137
	Iteration 58Q: 3 clusters Score -459655.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -459689.031250 Penalty: 2709.015137
	Iteration 59Q: 3 clusters Score -459689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -459724.250000 Penalty: 2709.015137
	Iteration 60F: 3 clusters Score -459724.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -459762.906250 Penalty: 2709.015137
	Iteration 61Q: 3 clusters Score -459762.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -459806.343750 Penalty: 2709.015137
	Iteration 62Q: 3 clusters Score -459806.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -459844.843750 Penalty: 2709.015137
	Iteration 63Q: 3 clusters Score -459844.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -459873.031250 Penalty: 2709.015137
	Iteration 64Q: 3 clusters Score -459873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -459889.531250 Penalty: 2709.015137
	Iteration 65Q: 3 clusters Score -459889.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -459896.218750 Penalty: 2709.015137
	Iteration 66Q: 3 clusters Score -459896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -459899.781250 Penalty: 2709.015137
	Iteration 67Q: 3 clusters Score -459899.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -459907.125000 Penalty: 2709.015137
	Iteration 68Q: 3 clusters Score -459907.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -459916.906250 Penalty: 2709.015137
	Iteration 69Q: 3 clusters Score -459916.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -459921.406250 Penalty: 2709.015137
	Iteration 70Q: 3 clusters Score -459921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -459927.125000 Penalty: 2709.015137
	Iteration 71Q: 3 clusters Score -459927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -459931.250000 Penalty: 2709.015137
	Iteration 72Q: 3 clusters Score -459931.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -459931.656250 Penalty: 2709.015137
	Iteration 73Q: 3 clusters Score -459931.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -459933.843750 Penalty: 2709.015137
	Iteration 74Q: 3 clusters Score -459933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -459936.687500 Penalty: 2709.015137
	Iteration 75Q: 3 clusters Score -459936.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -459936.687500 Penalty: 2709.015137
	Iteration 76F: 3 clusters Score -459936.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -450514.781250 Penalty: 1350.682129
	Iteration 0F: 2 clusters Score -450514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -447114.187500 Penalty: 2701.364258
	Iteration 0F: 3 clusters Score -447114.2 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -447986.531250 Penalty: 2701.364258
	Iteration 1F: 3 clusters Score -447986.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -448134.531250 Penalty: 2701.364258
	Iteration 2F: 3 clusters Score -448134.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -448231.281250 Penalty: 2701.364258
	Iteration 3F: 3 clusters Score -448231.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -448307.968750 Penalty: 2701.364258
	Iteration 4Q: 3 clusters Score -448308 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -448377.875000 Penalty: 2701.364258
	Iteration 5Q: 3 clusters Score -448377.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -448429.875000 Penalty: 2701.364258
	Iteration 6Q: 3 clusters Score -448429.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -448495.062500 Penalty: 2701.364258
	Iteration 7Q: 3 clusters Score -448495.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -448568.812500 Penalty: 2701.364258
	Iteration 8Q: 3 clusters Score -448568.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -448626.562500 Penalty: 2701.364258
	Iteration 9Q: 3 clusters Score -448626.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -448684.937500 Penalty: 2701.364258
	Iteration 10Q: 3 clusters Score -448684.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -448732.406250 Penalty: 2701.364258
	Iteration 11Q: 3 clusters Score -448732.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -448777.187500 Penalty: 2701.364258
	Iteration 12Q: 3 clusters Score -448777.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -448824.218750 Penalty: 2701.364258
	Iteration 13Q: 3 clusters Score -448824.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -448872.562500 Penalty: 2701.364258
	Iteration 14Q: 3 clusters Score -448872.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -448918.281250 Penalty: 2701.364258
	Iteration 15Q: 3 clusters Score -448918.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -448971.218750 Penalty: 2701.364258
	Iteration 16Q: 3 clusters Score -448971.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -449017.937500 Penalty: 2701.364258
	Iteration 17Q: 3 clusters Score -449017.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -449052.218750 Penalty: 2701.364258
	Iteration 18Q: 3 clusters Score -449052.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -449073.843750 Penalty: 2701.364258
	Iteration 19Q: 3 clusters Score -449073.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -449092.156250 Penalty: 2701.364258
	Iteration 20F: 3 clusters Score -449092.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -449105.031250 Penalty: 2701.364258
	Iteration 21Q: 3 clusters Score -449105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -449120.062500 Penalty: 2701.364258
	Iteration 22Q: 3 clusters Score -449120.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -449133.500000 Penalty: 2701.364258
	Iteration 23Q: 3 clusters Score -449133.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -449147.906250 Penalty: 2701.364258
	Iteration 24Q: 3 clusters Score -449147.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -449158.281250 Penalty: 2701.364258
	Iteration 25Q: 3 clusters Score -449158.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -449169.187500 Penalty: 2701.364258
	Iteration 26Q: 3 clusters Score -449169.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -449178.437500 Penalty: 2701.364258
	Iteration 27Q: 3 clusters Score -449178.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -449191.625000 Penalty: 2701.364258
	Iteration 28Q: 3 clusters Score -449191.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -449200.656250 Penalty: 2701.364258
	Iteration 29Q: 3 clusters Score -449200.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -449211.687500 Penalty: 2701.364258
	Iteration 30Q: 3 clusters Score -449211.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -449220.281250 Penalty: 2701.364258
	Iteration 31Q: 3 clusters Score -449220.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -449228.281250 Penalty: 2701.364258
	Iteration 32Q: 3 clusters Score -449228.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -449236.625000 Penalty: 2701.364258
	Iteration 33Q: 3 clusters Score -449236.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -449244.875000 Penalty: 2701.364258
	Iteration 34Q: 3 clusters Score -449244.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -449252.906250 Penalty: 2701.364258
	Iteration 35Q: 3 clusters Score -449252.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -449263.281250 Penalty: 2701.364258
	Iteration 36Q: 3 clusters Score -449263.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -449267.000000 Penalty: 2701.364258
	Iteration 37Q: 3 clusters Score -449267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -449273.656250 Penalty: 2701.364258
	Iteration 38Q: 3 clusters Score -449273.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -449276.406250 Penalty: 2701.364258
	Iteration 39Q: 3 clusters Score -449276.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -449279.031250 Penalty: 2701.364258
	Iteration 40F: 3 clusters Score -449279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -449281.656250 Penalty: 2701.364258
	Iteration 41Q: 3 clusters Score -449281.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -449282.593750 Penalty: 2701.364258
	Iteration 42Q: 3 clusters Score -449282.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -449283.625000 Penalty: 2701.364258
	Iteration 43Q: 3 clusters Score -449283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -449285.750000 Penalty: 2701.364258
	Iteration 44Q: 3 clusters Score -449285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -449285.750000 Penalty: 2701.364258
	Iteration 45F: 3 clusters Score -449285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Entering Unmasked Estep 
Score: -1278967.125000 Penalty: 1517.544189
	Iteration 0F: 2 clusters Score -1278967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1270940.250000 Penalty: 3035.088379
	Iteration 0F: 3 clusters Score -1270940 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1273856.625000 Penalty: 3035.088379
	Iteration 1F: 3 clusters Score -1273857 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1274196.750000 Penalty: 3035.088379
	Iteration 2F: 3 clusters Score -1274197 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1274469.375000 Penalty: 3035.088379
	Iteration 3F: 3 clusters Score -1274469 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1274686.625000 Penalty: 3035.088379
	Iteration 4Q: 3 clusters Score -1274687 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1274871.750000 Penalty: 3035.088379
	Iteration 5Q: 3 clusters Score -1274872 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1275049.625000 Penalty: 3035.088379
	Iteration 6Q: 3 clusters Score -1275050 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1275239.375000 Penalty: 3035.088379
	Iteration 7Q: 3 clusters Score -1275239 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1275457.125000 Penalty: 3035.088379
	Iteration 8Q: 3 clusters Score -1275457 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1275710.250000 Penalty: 3035.088379
	Iteration 9Q: 3 clusters Score -1275710 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1276023.750000 Penalty: 3035.088379
	Iteration 10Q: 3 clusters Score -1276024 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1276361.500000 Penalty: 3035.088379
	Iteration 11Q: 3 clusters Score -1276362 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1276697.750000 Penalty: 3035.088379
	Iteration 12Q: 3 clusters Score -1276698 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1276994.250000 Penalty: 3035.088379
	Iteration 13Q: 3 clusters Score -1276994 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1277263.625000 Penalty: 3035.088379
	Iteration 14Q: 3 clusters Score -1277264 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1277475.250000 Penalty: 3035.088379
	Iteration 15Q: 3 clusters Score -1277475 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1277595.125000 Penalty: 3035.088379
	Iteration 16Q: 3 clusters Score -1277595 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1277670.000000 Penalty: 3035.088379
	Iteration 17Q: 3 clusters Score -1277670 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1277721.125000 Penalty: 3035.088379
	Iteration 18Q: 3 clusters Score -1277721 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1277774.375000 Penalty: 3035.088379
	Iteration 19Q: 3 clusters Score -1277774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1277809.500000 Penalty: 3035.088379
	Iteration 20F: 3 clusters Score -1277810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1277831.000000 Penalty: 3035.088379
	Iteration 21Q: 3 clusters Score -1277831 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1277860.250000 Penalty: 3035.088379
	Iteration 22Q: 3 clusters Score -1277860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1277876.500000 Penalty: 3035.088379
	Iteration 23Q: 3 clusters Score -1277876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1277888.750000 Penalty: 3035.088379
	Iteration 24Q: 3 clusters Score -1277889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1277895.750000 Penalty: 3035.088379
	Iteration 25Q: 3 clusters Score -1277896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1277906.750000 Penalty: 3035.088379
	Iteration 26Q: 3 clusters Score -1277907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1277910.750000 Penalty: 3035.088379
	Iteration 27Q: 3 clusters Score -1277911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1277921.500000 Penalty: 3035.088379
	Iteration 28Q: 3 clusters Score -1277922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1277927.375000 Penalty: 3035.088379
	Iteration 29Q: 3 clusters Score -1277927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1277934.625000 Penalty: 3035.088379
	Iteration 30Q: 3 clusters Score -1277935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1277939.500000 Penalty: 3035.088379
	Iteration 31Q: 3 clusters Score -1277940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1277948.000000 Penalty: 3035.088379
	Iteration 32Q: 3 clusters Score -1277948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1277957.125000 Penalty: 3035.088379
	Iteration 33Q: 3 clusters Score -1277957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1277967.375000 Penalty: 3035.088379
	Iteration 34Q: 3 clusters Score -1277967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1277979.250000 Penalty: 3035.088379
	Iteration 35Q: 3 clusters Score -1277979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1277993.750000 Penalty: 3035.088379
	Iteration 36Q: 3 clusters Score -1277994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1278010.750000 Penalty: 3035.088379
	Iteration 37Q: 3 clusters Score -1278011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1278029.750000 Penalty: 3035.088379
	Iteration 38Q: 3 clusters Score -1278030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1278056.250000 Penalty: 3035.088379
	Iteration 39Q: 3 clusters Score -1278056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1278088.500000 Penalty: 3035.088379
	Iteration 40F: 3 clusters Score -1278088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1278114.125000 Penalty: 3035.088379
	Iteration 41Q: 3 clusters Score -1278114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1278133.375000 Penalty: 3035.088379
	Iteration 42Q: 3 clusters Score -1278133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1278148.000000 Penalty: 3035.088379
	Iteration 43Q: 3 clusters Score -1278148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1278155.375000 Penalty: 3035.088379
	Iteration 44Q: 3 clusters Score -1278155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1278166.750000 Penalty: 3035.088379
	Iteration 45Q: 3 clusters Score -1278167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1278183.000000 Penalty: 3035.088379
	Iteration 46Q: 3 clusters Score -1278183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1278190.750000 Penalty: 3035.088379
	Iteration 47Q: 3 clusters Score -1278191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1278192.875000 Penalty: 3035.088379
	Iteration 48Q: 3 clusters Score -1278193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1278194.625000 Penalty: 3035.088379
	Iteration 49Q: 3 clusters Score -1278195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1278197.250000 Penalty: 3035.088379
	Iteration 50Q: 3 clusters Score -1278197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1278197.875000 Penalty: 3035.088379
	Iteration 51Q: 3 clusters Score -1278198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1278199.250000 Penalty: 3035.088379
	Iteration 52Q: 3 clusters Score -1278199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1278201.250000 Penalty: 3035.088379
	Iteration 53Q: 3 clusters Score -1278201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1278201.625000 Penalty: 3035.088379
	Iteration 54Q: 3 clusters Score -1278202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1278203.500000 Penalty: 3035.088379
	Iteration 55Q: 3 clusters Score -1278204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1278203.625000 Penalty: 3035.088379
	Iteration 56Q: 3 clusters Score -1278204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1278204.375000 Penalty: 3035.088379
	Iteration 57Q: 3 clusters Score -1278204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1278204.375000 Penalty: 3035.088379
	Iteration 58F: 3 clusters Score -1278204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Entering Unmasked Estep 
Score: -701925.750000 Penalty: 1429.601562
	Iteration 0F: 2 clusters Score -701925.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -696920.500000 Penalty: 2859.203125
	Iteration 0F: 3 clusters Score -696920.5 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -698404.250000 Penalty: 2859.203125
	Iteration 1F: 3 clusters Score -698404.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -698713.437500 Penalty: 2859.203125
	Iteration 2F: 3 clusters Score -698713.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -699048.250000 Penalty: 2859.203125
	Iteration 3F: 3 clusters Score -699048.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -699504.750000 Penalty: 2859.203125
	Iteration 4F: 3 clusters Score -699504.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -700110.750000 Penalty: 2859.203125
	Iteration 5F: 3 clusters Score -700110.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -700611.125000 Penalty: 2859.203125
	Iteration 6F: 3 clusters Score -700611.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -700956.000000 Penalty: 2859.203125
	Iteration 7F: 3 clusters Score -700956 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -701175.562500 Penalty: 2859.203125
	Iteration 8Q: 3 clusters Score -701175.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -701269.562500 Penalty: 2859.203125
	Iteration 9Q: 3 clusters Score -701269.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -701321.750000 Penalty: 2859.203125
	Iteration 10Q: 3 clusters Score -701321.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -701355.562500 Penalty: 2859.203125
	Iteration 11Q: 3 clusters Score -701355.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -701392.000000 Penalty: 2859.203125
	Iteration 12Q: 3 clusters Score -701392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -701433.062500 Penalty: 2859.203125
	Iteration 13Q: 3 clusters Score -701433.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -701458.937500 Penalty: 2859.203125
	Iteration 14Q: 3 clusters Score -701458.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -701482.312500 Penalty: 2859.203125
	Iteration 15Q: 3 clusters Score -701482.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -701505.750000 Penalty: 2859.203125
	Iteration 16Q: 3 clusters Score -701505.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -701531.250000 Penalty: 2859.203125
	Iteration 17Q: 3 clusters Score -701531.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -701553.500000 Penalty: 2859.203125
	Iteration 18Q: 3 clusters Score -701553.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -701567.000000 Penalty: 2859.203125
	Iteration 19Q: 3 clusters Score -701567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -701579.875000 Penalty: 2859.203125
	Iteration 20F: 3 clusters Score -701579.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -701590.250000 Penalty: 2859.203125
	Iteration 21Q: 3 clusters Score -701590.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -701598.250000 Penalty: 2859.203125
	Iteration 22Q: 3 clusters Score -701598.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -701610.250000 Penalty: 2859.203125
	Iteration 23Q: 3 clusters Score -701610.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -701619.812500 Penalty: 2859.203125
	Iteration 24Q: 3 clusters Score -701619.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -701633.437500 Penalty: 2859.203125
	Iteration 25Q: 3 clusters Score -701633.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -701642.750000 Penalty: 2859.203125
	Iteration 26Q: 3 clusters Score -701642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -701659.000000 Penalty: 2859.203125
	Iteration 27Q: 3 clusters Score -701659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -701692.125000 Penalty: 2859.203125
	Iteration 28Q: 3 clusters Score -701692.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -701729.562500 Penalty: 2859.203125
	Iteration 29Q: 3 clusters Score -701729.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -701755.812500 Penalty: 2859.203125
	Iteration 30Q: 3 clusters Score -701755.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -701768.500000 Penalty: 2859.203125
	Iteration 31Q: 3 clusters Score -701768.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -701771.187500 Penalty: 2859.203125
	Iteration 32Q: 3 clusters Score -701771.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -701773.750000 Penalty: 2859.203125
	Iteration 33Q: 3 clusters Score -701773.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -701776.312500 Penalty: 2859.203125
	Iteration 34Q: 3 clusters Score -701776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -701780.500000 Penalty: 2859.203125
	Iteration 35Q: 3 clusters Score -701780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -701780.625000 Penalty: 2859.203125
	Iteration 36Q: 3 clusters Score -701780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -701781.687500 Penalty: 2859.203125
	Iteration 37Q: 3 clusters Score -701781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -701781.812500 Penalty: 2859.203125
	Iteration 38Q: 3 clusters Score -701781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -701782.500000 Penalty: 2859.203125
	Iteration 39Q: 3 clusters Score -701782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -701782.500000 Penalty: 2859.203125
	Iteration 40F: 3 clusters Score -701782.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Entering Unmasked Estep 
Score: -923543.687500 Penalty: 1471.300049
	Iteration 0F: 2 clusters Score -923543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -917274.625000 Penalty: 2942.600098
	Iteration 0F: 3 clusters Score -917274.6 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -919319.000000 Penalty: 2942.600098
	Iteration 1F: 3 clusters Score -919319 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -919797.000000 Penalty: 2942.600098
	Iteration 2F: 3 clusters Score -919797 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -920341.500000 Penalty: 2942.600098
	Iteration 3F: 3 clusters Score -920341.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -920984.125000 Penalty: 2942.600098
	Iteration 4F: 3 clusters Score -920984.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -921548.437500 Penalty: 2942.600098
	Iteration 5F: 3 clusters Score -921548.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -921988.375000 Penalty: 2942.600098
	Iteration 6F: 3 clusters Score -921988.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -922335.875000 Penalty: 2942.600098
	Iteration 7F: 3 clusters Score -922335.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -922596.500000 Penalty: 2942.600098
	Iteration 8Q: 3 clusters Score -922596.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -922780.312500 Penalty: 2942.600098
	Iteration 9Q: 3 clusters Score -922780.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -922897.187500 Penalty: 2942.600098
	Iteration 10Q: 3 clusters Score -922897.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -922989.937500 Penalty: 2942.600098
	Iteration 11Q: 3 clusters Score -922989.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -923045.937500 Penalty: 2942.600098
	Iteration 12Q: 3 clusters Score -923045.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -923082.062500 Penalty: 2942.600098
	Iteration 13Q: 3 clusters Score -923082.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -923111.812500 Penalty: 2942.600098
	Iteration 14Q: 3 clusters Score -923111.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -923131.875000 Penalty: 2942.600098
	Iteration 15Q: 3 clusters Score -923131.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -923146.437500 Penalty: 2942.600098
	Iteration 16Q: 3 clusters Score -923146.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -923161.000000 Penalty: 2942.600098
	Iteration 17Q: 3 clusters Score -923161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -923172.187500 Penalty: 2942.600098
	Iteration 18Q: 3 clusters Score -923172.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -923183.125000 Penalty: 2942.600098
	Iteration 19Q: 3 clusters Score -923183.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -923187.125000 Penalty: 2942.600098
	Iteration 20F: 3 clusters Score -923187.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -923192.625000 Penalty: 2942.600098
	Iteration 21Q: 3 clusters Score -923192.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -923201.625000 Penalty: 2942.600098
	Iteration 22Q: 3 clusters Score -923201.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -923206.937500 Penalty: 2942.600098
	Iteration 23Q: 3 clusters Score -923206.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -923212.812500 Penalty: 2942.600098
	Iteration 24Q: 3 clusters Score -923212.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -923216.437500 Penalty: 2942.600098
	Iteration 25Q: 3 clusters Score -923216.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -923224.062500 Penalty: 2942.600098
	Iteration 26Q: 3 clusters Score -923224.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -923229.125000 Penalty: 2942.600098
	Iteration 27Q: 3 clusters Score -923229.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -923232.187500 Penalty: 2942.600098
	Iteration 28Q: 3 clusters Score -923232.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -923234.875000 Penalty: 2942.600098
	Iteration 29Q: 3 clusters Score -923234.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -923238.750000 Penalty: 2942.600098
	Iteration 30Q: 3 clusters Score -923238.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -923247.625000 Penalty: 2942.600098
	Iteration 31Q: 3 clusters Score -923247.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -923253.500000 Penalty: 2942.600098
	Iteration 32Q: 3 clusters Score -923253.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -923259.562500 Penalty: 2942.600098
	Iteration 33Q: 3 clusters Score -923259.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -923274.562500 Penalty: 2942.600098
	Iteration 34Q: 3 clusters Score -923274.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -923291.125000 Penalty: 2942.600098
	Iteration 35Q: 3 clusters Score -923291.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -923318.312500 Penalty: 2942.600098
	Iteration 36Q: 3 clusters Score -923318.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -923339.125000 Penalty: 2942.600098
	Iteration 37Q: 3 clusters Score -923339.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -923349.312500 Penalty: 2942.600098
	Iteration 38Q: 3 clusters Score -923349.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -923357.687500 Penalty: 2942.600098
	Iteration 39Q: 3 clusters Score -923357.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -923367.000000 Penalty: 2942.600098
	Iteration 40F: 3 clusters Score -923367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -923375.812500 Penalty: 2942.600098
	Iteration 41Q: 3 clusters Score -923375.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -923384.500000 Penalty: 2942.600098
	Iteration 42Q: 3 clusters Score -923384.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -923390.625000 Penalty: 2942.600098
	Iteration 43Q: 3 clusters Score -923390.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -923393.937500 Penalty: 2942.600098
	Iteration 44Q: 3 clusters Score -923393.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -923397.625000 Penalty: 2942.600098
	Iteration 45Q: 3 clusters Score -923397.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -923402.437500 Penalty: 2942.600098
	Iteration 46Q: 3 clusters Score -923402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -923405.000000 Penalty: 2942.600098
	Iteration 47Q: 3 clusters Score -923405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -923405.625000 Penalty: 2942.600098
	Iteration 48Q: 3 clusters Score -923405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -923406.187500 Penalty: 2942.600098
	Iteration 49Q: 3 clusters Score -923406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -923404.875000 Penalty: 2942.600098
	Iteration 50Q: 3 clusters Score -923404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -923406.000000 Penalty: 2942.600098
	Iteration 51Q: 3 clusters Score -923406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -923406.687500 Penalty: 2942.600098
	Iteration 52Q: 3 clusters Score -923406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -923409.062500 Penalty: 2942.600098
	Iteration 53Q: 3 clusters Score -923409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -923408.250000 Penalty: 2942.600098
	Iteration 54Q: 3 clusters Score -923408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -923409.187500 Penalty: 2942.600098
	Iteration 55Q: 3 clusters Score -923409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -923413.250000 Penalty: 2942.600098
	Iteration 56Q: 3 clusters Score -923413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -923414.687500 Penalty: 2942.600098
	Iteration 57Q: 3 clusters Score -923414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -923413.937500 Penalty: 2942.600098
	Iteration 58Q: 3 clusters Score -923413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -923415.187500 Penalty: 2942.600098
	Iteration 59Q: 3 clusters Score -923415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -923414.687500 Penalty: 2942.600098
	Iteration 60F: 3 clusters Score -923414.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -456929.812500 Penalty: 1353.726196
	Iteration 0F: 2 clusters Score -456929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -453531.000000 Penalty: 2707.452393
	Iteration 0F: 3 clusters Score -453531 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -454387.031250 Penalty: 2707.452393
	Iteration 1F: 3 clusters Score -454387 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -454552.656250 Penalty: 2707.452393
	Iteration 2F: 3 clusters Score -454552.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -454662.687500 Penalty: 2707.452393
	Iteration 3F: 3 clusters Score -454662.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -454721.531250 Penalty: 2707.452393
	Iteration 4Q: 3 clusters Score -454721.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -454760.531250 Penalty: 2707.452393
	Iteration 5Q: 3 clusters Score -454760.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -454783.843750 Penalty: 2707.452393
	Iteration 6Q: 3 clusters Score -454783.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -454803.031250 Penalty: 2707.452393
	Iteration 7Q: 3 clusters Score -454803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -454820.843750 Penalty: 2707.452393
	Iteration 8Q: 3 clusters Score -454820.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -454844.687500 Penalty: 2707.452393
	Iteration 9Q: 3 clusters Score -454844.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -454857.937500 Penalty: 2707.452393
	Iteration 10Q: 3 clusters Score -454857.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -454870.000000 Penalty: 2707.452393
	Iteration 11Q: 3 clusters Score -454870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -454883.937500 Penalty: 2707.452393
	Iteration 12Q: 3 clusters Score -454883.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -454900.781250 Penalty: 2707.452393
	Iteration 13Q: 3 clusters Score -454900.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -454920.718750 Penalty: 2707.452393
	Iteration 14Q: 3 clusters Score -454920.7 nChanged 53
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: -454941.062500 Penalty: 2707.452393
	Iteration 15Q: 3 clusters Score -454941.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -454965.531250 Penalty: 2707.452393
	Iteration 16Q: 3 clusters Score -454965.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -454987.031250 Penalty: 2707.452393
	Iteration 17Q: 3 clusters Score -454987 nChanged 56
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: -455010.437500 Penalty: 2707.452393
	Iteration 18Q: 3 clusters Score -455010.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -455042.156250 Penalty: 2707.452393
	Iteration 19Q: 3 clusters Score -455042.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -455083.031250 Penalty: 2707.452393
	Iteration 20F: 3 clusters Score -455083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -455127.687500 Penalty: 2707.452393
	Iteration 21Q: 3 clusters Score -455127.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -455173.750000 Penalty: 2707.452393
	Iteration 22Q: 3 clusters Score -455173.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -455218.156250 Penalty: 2707.452393
	Iteration 23Q: 3 clusters Score -455218.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -455254.187500 Penalty: 2707.452393
	Iteration 24Q: 3 clusters Score -455254.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -455283.062500 Penalty: 2707.452393
	Iteration 25Q: 3 clusters Score -455283.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -455324.375000 Penalty: 2707.452393
	Iteration 26Q: 3 clusters Score -455324.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -455363.375000 Penalty: 2707.452393
	Iteration 27Q: 3 clusters Score -455363.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -455397.093750 Penalty: 2707.452393
	Iteration 28Q: 3 clusters Score -455397.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -455434.187500 Penalty: 2707.452393
	Iteration 29Q: 3 clusters Score -455434.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -455466.031250 Penalty: 2707.452393
	Iteration 30Q: 3 clusters Score -455466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -455507.687500 Penalty: 2707.452393
	Iteration 31Q: 3 clusters Score -455507.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -455550.718750 Penalty: 2707.452393
	Iteration 32Q: 3 clusters Score -455550.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -455591.406250 Penalty: 2707.452393
	Iteration 33Q: 3 clusters Score -455591.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -455624.468750 Penalty: 2707.452393
	Iteration 34Q: 3 clusters Score -455624.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -455647.656250 Penalty: 2707.452393
	Iteration 35Q: 3 clusters Score -455647.7 nChanged 26
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: -455663.875000 Penalty: 2707.452393
	Iteration 36Q: 3 clusters Score -455663.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -455683.687500 Penalty: 2707.452393
	Iteration 37Q: 3 clusters Score -455683.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -455703.812500 Penalty: 2707.452393
	Iteration 38Q: 3 clusters Score -455703.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -455716.875000 Penalty: 2707.452393
	Iteration 39Q: 3 clusters Score -455716.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -455728.406250 Penalty: 2707.452393
	Iteration 40F: 3 clusters Score -455728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -455732.500000 Penalty: 2707.452393
	Iteration 41Q: 3 clusters Score -455732.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -455734.718750 Penalty: 2707.452393
	Iteration 42Q: 3 clusters Score -455734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -455736.562500 Penalty: 2707.452393
	Iteration 43Q: 3 clusters Score -455736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -455739.968750 Penalty: 2707.452393
	Iteration 44Q: 3 clusters Score -455740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -455743.468750 Penalty: 2707.452393
	Iteration 45Q: 3 clusters Score -455743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -455748.218750 Penalty: 2707.452393
	Iteration 46Q: 3 clusters Score -455748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -455751.750000 Penalty: 2707.452393
	Iteration 47Q: 3 clusters Score -455751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -455756.593750 Penalty: 2707.452393
	Iteration 48Q: 3 clusters Score -455756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -455759.625000 Penalty: 2707.452393
	Iteration 49Q: 3 clusters Score -455759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -455763.187500 Penalty: 2707.452393
	Iteration 50Q: 3 clusters Score -455763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -455766.437500 Penalty: 2707.452393
	Iteration 51Q: 3 clusters Score -455766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -455770.718750 Penalty: 2707.452393
	Iteration 52Q: 3 clusters Score -455770.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -455770.718750 Penalty: 2707.452393
	Iteration 53F: 3 clusters Score -455770.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -381566.343750 Penalty: 1322.943359
	Iteration 0F: 2 clusters Score -381566.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -378577.062500 Penalty: 2645.886719
	Iteration 0F: 3 clusters Score -378577.1 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -379295.687500 Penalty: 2645.886719
	Iteration 1F: 3 clusters Score -379295.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -379450.125000 Penalty: 2645.886719
	Iteration 2F: 3 clusters Score -379450.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -379578.375000 Penalty: 2645.886719
	Iteration 3F: 3 clusters Score -379578.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -379692.218750 Penalty: 2645.886719
	Iteration 4F: 3 clusters Score -379692.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -379796.281250 Penalty: 2645.886719
	Iteration 5Q: 3 clusters Score -379796.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -379890.906250 Penalty: 2645.886719
	Iteration 6Q: 3 clusters Score -379890.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -379984.218750 Penalty: 2645.886719
	Iteration 7Q: 3 clusters Score -379984.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -380062.000000 Penalty: 2645.886719
	Iteration 8Q: 3 clusters Score -380062 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -380130.531250 Penalty: 2645.886719
	Iteration 9Q: 3 clusters Score -380130.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -380202.531250 Penalty: 2645.886719
	Iteration 10Q: 3 clusters Score -380202.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -380277.093750 Penalty: 2645.886719
	Iteration 11Q: 3 clusters Score -380277.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -380336.937500 Penalty: 2645.886719
	Iteration 12Q: 3 clusters Score -380336.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -380382.218750 Penalty: 2645.886719
	Iteration 13Q: 3 clusters Score -380382.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -380423.843750 Penalty: 2645.886719
	Iteration 14Q: 3 clusters Score -380423.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -380461.312500 Penalty: 2645.886719
	Iteration 15Q: 3 clusters Score -380461.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -380489.750000 Penalty: 2645.886719
	Iteration 16Q: 3 clusters Score -380489.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -380514.093750 Penalty: 2645.886719
	Iteration 17Q: 3 clusters Score -380514.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -380538.250000 Penalty: 2645.886719
	Iteration 18Q: 3 clusters Score -380538.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -380555.062500 Penalty: 2645.886719
	Iteration 19Q: 3 clusters Score -380555.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -380564.593750 Penalty: 2645.886719
	Iteration 20F: 3 clusters Score -380564.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -380573.062500 Penalty: 2645.886719
	Iteration 21Q: 3 clusters Score -380573.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -380581.812500 Penalty: 2645.886719
	Iteration 22Q: 3 clusters Score -380581.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -380587.218750 Penalty: 2645.886719
	Iteration 23Q: 3 clusters Score -380587.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -380592.218750 Penalty: 2645.886719
	Iteration 24Q: 3 clusters Score -380592.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -380597.250000 Penalty: 2645.886719
	Iteration 25Q: 3 clusters Score -380597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -380601.218750 Penalty: 2645.886719
	Iteration 26Q: 3 clusters Score -380601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -380603.593750 Penalty: 2645.886719
	Iteration 27Q: 3 clusters Score -380603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -380604.687500 Penalty: 2645.886719
	Iteration 28Q: 3 clusters Score -380604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -380605.468750 Penalty: 2645.886719
	Iteration 29Q: 3 clusters Score -380605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -380606.562500 Penalty: 2645.886719
	Iteration 30Q: 3 clusters Score -380606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -380606.906250 Penalty: 2645.886719
	Iteration 31Q: 3 clusters Score -380606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -380606.437500 Penalty: 2645.886719
	Iteration 32Q: 3 clusters Score -380606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -380607.625000 Penalty: 2645.886719
	Iteration 33Q: 3 clusters Score -380607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -380607.625000 Penalty: 2645.886719
	Iteration 34F: 3 clusters Score -380607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Entering Unmasked Estep 
Score: -4305729.000000 Penalty: 1715.103516
	Iteration 0F: 2 clusters Score -4305729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4280097.500000 Penalty: 3430.207031
	Iteration 0F: 3 clusters Score -4280098 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4290122.500000 Penalty: 3430.207031
	Iteration 1F: 3 clusters Score -4290122 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -4290897.500000 Penalty: 3430.207031
	Iteration 2Q: 3 clusters Score -4290898 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4291949.500000 Penalty: 3430.207031
	Iteration 3F: 3 clusters Score -4291950 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -4293430.000000 Penalty: 3430.207031
	Iteration 4F: 3 clusters Score -4293430 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4295559.000000 Penalty: 3430.207031
	Iteration 5F: 3 clusters Score -4295559 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4298121.500000 Penalty: 3430.207031
	Iteration 6F: 3 clusters Score -4298122 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -4300471.500000 Penalty: 3430.207031
	Iteration 7F: 3 clusters Score -4300472 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4302121.500000 Penalty: 3430.207031
	Iteration 8Q: 3 clusters Score -4302122 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4303095.000000 Penalty: 3430.207031
	Iteration 9Q: 3 clusters Score -4303095 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -4303644.500000 Penalty: 3430.207031
	Iteration 10Q: 3 clusters Score -4303644 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -4303944.000000 Penalty: 3430.207031
	Iteration 11Q: 3 clusters Score -4303944 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -4304103.000000 Penalty: 3430.207031
	Iteration 12Q: 3 clusters Score -4304103 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4304166.000000 Penalty: 3430.207031
	Iteration 13Q: 3 clusters Score -4304166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -4304209.500000 Penalty: 3430.207031
	Iteration 14Q: 3 clusters Score -4304210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -4304240.500000 Penalty: 3430.207031
	Iteration 15Q: 3 clusters Score -4304240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -4304244.500000 Penalty: 3430.207031
	Iteration 16Q: 3 clusters Score -4304244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -4304262.500000 Penalty: 3430.207031
	Iteration 17Q: 3 clusters Score -4304262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4304270.000000 Penalty: 3430.207031
	Iteration 18Q: 3 clusters Score -4304270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -4304270.500000 Penalty: 3430.207031
	Iteration 19Q: 3 clusters Score -4304270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4304275.000000 Penalty: 3430.207031
	Iteration 20F: 3 clusters Score -4304275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4304274.000000 Penalty: 3430.207031
	Iteration 21Q: 3 clusters Score -4304274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4304274.000000 Penalty: 3430.207031
	Iteration 22F: 3 clusters Score -4304274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Entering Unmasked Estep 
Score: -2484710.500000 Penalty: 1625.512207
	Iteration 0F: 2 clusters Score -2484710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2469613.750000 Penalty: 3251.024414
	Iteration 0F: 3 clusters Score -2469614 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2475278.250000 Penalty: 3251.024414
	Iteration 1F: 3 clusters Score -2475278 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2475724.500000 Penalty: 3251.024414
	Iteration 2Q: 3 clusters Score -2475724 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2476300.250000 Penalty: 3251.024414
	Iteration 3F: 3 clusters Score -2476300 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2477075.750000 Penalty: 3251.024414
	Iteration 4F: 3 clusters Score -2477076 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2478205.250000 Penalty: 3251.024414
	Iteration 5F: 3 clusters Score -2478205 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2479605.250000 Penalty: 3251.024414
	Iteration 6F: 3 clusters Score -2479605 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2481052.500000 Penalty: 3251.024414
	Iteration 7F: 3 clusters Score -2481052 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2482202.750000 Penalty: 3251.024414
	Iteration 8F: 3 clusters Score -2482203 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2482830.000000 Penalty: 3251.024414
	Iteration 9Q: 3 clusters Score -2482830 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2483097.000000 Penalty: 3251.024414
	Iteration 10Q: 3 clusters Score -2483097 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2483269.750000 Penalty: 3251.024414
	Iteration 11Q: 3 clusters Score -2483270 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2483385.500000 Penalty: 3251.024414
	Iteration 12Q: 3 clusters Score -2483386 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2483487.250000 Penalty: 3251.024414
	Iteration 13Q: 3 clusters Score -2483487 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2483558.750000 Penalty: 3251.024414
	Iteration 14Q: 3 clusters Score -2483559 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2483629.000000 Penalty: 3251.024414
	Iteration 15Q: 3 clusters Score -2483629 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2483722.250000 Penalty: 3251.024414
	Iteration 16Q: 3 clusters Score -2483722 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2483805.000000 Penalty: 3251.024414
	Iteration 17Q: 3 clusters Score -2483805 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2483882.000000 Penalty: 3251.024414
	Iteration 18Q: 3 clusters Score -2483882 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2483950.250000 Penalty: 3251.024414
	Iteration 19Q: 3 clusters Score -2483950 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2483999.000000 Penalty: 3251.024414
	Iteration 20F: 3 clusters Score -2483999 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2484065.250000 Penalty: 3251.024414
	Iteration 21Q: 3 clusters Score -2484065 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2484110.500000 Penalty: 3251.024414
	Iteration 22Q: 3 clusters Score -2484110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2484145.000000 Penalty: 3251.024414
	Iteration 23Q: 3 clusters Score -2484145 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2484175.750000 Penalty: 3251.024414
	Iteration 24Q: 3 clusters Score -2484176 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2484194.000000 Penalty: 3251.024414
	Iteration 25Q: 3 clusters Score -2484194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2484197.750000 Penalty: 3251.024414
	Iteration 26Q: 3 clusters Score -2484198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2484208.500000 Penalty: 3251.024414
	Iteration 27Q: 3 clusters Score -2484208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2484217.750000 Penalty: 3251.024414
	Iteration 28Q: 3 clusters Score -2484218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2484236.000000 Penalty: 3251.024414
	Iteration 29Q: 3 clusters Score -2484236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2484242.250000 Penalty: 3251.024414
	Iteration 30Q: 3 clusters Score -2484242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2484246.250000 Penalty: 3251.024414
	Iteration 31Q: 3 clusters Score -2484246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2484257.500000 Penalty: 3251.024414
	Iteration 32Q: 3 clusters Score -2484258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2484253.750000 Penalty: 3251.024414
	Iteration 33Q: 3 clusters Score -2484254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2484257.250000 Penalty: 3251.024414
	Iteration 34Q: 3 clusters Score -2484257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2484264.500000 Penalty: 3251.024414
	Iteration 35Q: 3 clusters Score -2484264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2484265.750000 Penalty: 3251.024414
	Iteration 36Q: 3 clusters Score -2484266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2484264.500000 Penalty: 3251.024414
	Iteration 37Q: 3 clusters Score -2484264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2484266.500000 Penalty: 3251.024414
	Iteration 38Q: 3 clusters Score -2484266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2484268.250000 Penalty: 3251.024414
	Iteration 39Q: 3 clusters Score -2484268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2484270.750000 Penalty: 3251.024414
	Iteration 40F: 3 clusters Score -2484271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2484271.250000 Penalty: 3251.024414
	Iteration 41Q: 3 clusters Score -2484271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2484276.250000 Penalty: 3251.024414
	Iteration 42Q: 3 clusters Score -2484276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2484280.750000 Penalty: 3251.024414
	Iteration 43Q: 3 clusters Score -2484281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2484282.000000 Penalty: 3251.024414
	Iteration 44Q: 3 clusters Score -2484282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2484286.250000 Penalty: 3251.024414
	Iteration 45Q: 3 clusters Score -2484286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2484295.500000 Penalty: 3251.024414
	Iteration 46Q: 3 clusters Score -2484296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2484296.250000 Penalty: 3251.024414
	Iteration 47Q: 3 clusters Score -2484296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2484289.500000 Penalty: 3251.024414
	Iteration 48Q: 3 clusters Score -2484290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2484294.750000 Penalty: 3251.024414
	Iteration 49Q: 3 clusters Score -2484295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2484294.250000 Penalty: 3251.024414
	Iteration 50Q: 3 clusters Score -2484294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2484295.500000 Penalty: 3251.024414
	Iteration 51Q: 3 clusters Score -2484296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2484292.500000 Penalty: 3251.024414
	Iteration 52Q: 3 clusters Score -2484292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2484293.250000 Penalty: 3251.024414
	Iteration 53Q: 3 clusters Score -2484293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2484292.000000 Penalty: 3251.024414
	Iteration 54Q: 3 clusters Score -2484292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2484299.750000 Penalty: 3251.024414
	Iteration 55Q: 3 clusters Score -2484300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2484296.500000 Penalty: 3251.024414
	Iteration 56Q: 3 clusters Score -2484296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2484296.250000 Penalty: 3251.024414
	Iteration 57Q: 3 clusters Score -2484296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2484296.750000 Penalty: 3251.024414
	Iteration 58Q: 3 clusters Score -2484297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2484297.000000 Penalty: 3251.024414
	Iteration 59Q: 3 clusters Score -2484297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2484298.500000 Penalty: 3251.024414
	Iteration 60F: 3 clusters Score -2484298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2484299.750000 Penalty: 3251.024414
	Iteration 61Q: 3 clusters Score -2484300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2484301.500000 Penalty: 3251.024414
	Iteration 62Q: 3 clusters Score -2484302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2484301.500000 Penalty: 3251.024414
	Iteration 63F: 3 clusters Score -2484302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Entering Unmasked Estep 
Score: -1697687.500000 Penalty: 1571.894043
	Iteration 0F: 2 clusters Score -1697688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1686699.625000 Penalty: 3143.788086
	Iteration 0F: 3 clusters Score -1686700 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1690368.625000 Penalty: 3143.788086
	Iteration 1F: 3 clusters Score -1690369 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1690664.750000 Penalty: 3143.788086
	Iteration 2F: 3 clusters Score -1690665 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1690955.000000 Penalty: 3143.788086
	Iteration 3Q: 3 clusters Score -1690955 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1691224.500000 Penalty: 3143.788086
	Iteration 4Q: 3 clusters Score -1691224 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1691522.250000 Penalty: 3143.788086
	Iteration 5Q: 3 clusters Score -1691522 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1691860.250000 Penalty: 3143.788086
	Iteration 6Q: 3 clusters Score -1691860 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1692346.500000 Penalty: 3143.788086
	Iteration 7F: 3 clusters Score -1692346 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1692993.625000 Penalty: 3143.788086
	Iteration 8F: 3 clusters Score -1692994 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1693743.750000 Penalty: 3143.788086
	Iteration 9F: 3 clusters Score -1693744 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1694427.000000 Penalty: 3143.788086
	Iteration 10F: 3 clusters Score -1694427 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1695011.500000 Penalty: 3143.788086
	Iteration 11F: 3 clusters Score -1695012 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1695483.250000 Penalty: 3143.788086
	Iteration 12Q: 3 clusters Score -1695483 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1695858.125000 Penalty: 3143.788086
	Iteration 13Q: 3 clusters Score -1695858 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1696234.250000 Penalty: 3143.788086
	Iteration 14Q: 3 clusters Score -1696234 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1696470.125000 Penalty: 3143.788086
	Iteration 15Q: 3 clusters Score -1696470 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1696609.500000 Penalty: 3143.788086
	Iteration 16Q: 3 clusters Score -1696610 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1696692.875000 Penalty: 3143.788086
	Iteration 17Q: 3 clusters Score -1696693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1696731.000000 Penalty: 3143.788086
	Iteration 18Q: 3 clusters Score -1696731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1696754.875000 Penalty: 3143.788086
	Iteration 19Q: 3 clusters Score -1696755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1696762.875000 Penalty: 3143.788086
	Iteration 20F: 3 clusters Score -1696763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1696767.625000 Penalty: 3143.788086
	Iteration 21Q: 3 clusters Score -1696768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1696766.000000 Penalty: 3143.788086
	Iteration 22Q: 3 clusters Score -1696766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1696772.500000 Penalty: 3143.788086
	Iteration 23Q: 3 clusters Score -1696772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1696769.875000 Penalty: 3143.788086
	Iteration 24Q: 3 clusters Score -1696770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1696772.625000 Penalty: 3143.788086
	Iteration 25Q: 3 clusters Score -1696773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1696773.500000 Penalty: 3143.788086
	Iteration 26Q: 3 clusters Score -1696774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1696773.375000 Penalty: 3143.788086
	Iteration 27Q: 3 clusters Score -1696773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1696774.125000 Penalty: 3143.788086
	Iteration 28Q: 3 clusters Score -1696774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1696774.125000 Penalty: 3143.788086
	Iteration 29Q: 3 clusters Score -1696774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1696774.500000 Penalty: 3143.788086
	Iteration 30Q: 3 clusters Score -1696774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1696774.500000 Penalty: 3143.788086
	Iteration 31F: 3 clusters Score -1696774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -512177.093750 Penalty: 1369.395508
	Iteration 0F: 2 clusters Score -512177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -508461.031250 Penalty: 2738.791016
	Iteration 0F: 3 clusters Score -508461 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -509418.031250 Penalty: 2738.791016
	Iteration 1F: 3 clusters Score -509418 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -509577.062500 Penalty: 2738.791016
	Iteration 2F: 3 clusters Score -509577.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -509675.156250 Penalty: 2738.791016
	Iteration 3Q: 3 clusters Score -509675.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -509748.093750 Penalty: 2738.791016
	Iteration 4Q: 3 clusters Score -509748.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -509812.500000 Penalty: 2738.791016
	Iteration 5Q: 3 clusters Score -509812.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -509880.937500 Penalty: 2738.791016
	Iteration 6Q: 3 clusters Score -509880.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -509941.406250 Penalty: 2738.791016
	Iteration 7Q: 3 clusters Score -509941.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -509994.062500 Penalty: 2738.791016
	Iteration 8Q: 3 clusters Score -509994.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -510031.781250 Penalty: 2738.791016
	Iteration 9Q: 3 clusters Score -510031.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -510061.125000 Penalty: 2738.791016
	Iteration 10Q: 3 clusters Score -510061.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -510101.062500 Penalty: 2738.791016
	Iteration 11Q: 3 clusters Score -510101.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -510145.000000 Penalty: 2738.791016
	Iteration 12Q: 3 clusters Score -510145 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -510195.250000 Penalty: 2738.791016
	Iteration 13Q: 3 clusters Score -510195.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -510258.937500 Penalty: 2738.791016
	Iteration 14Q: 3 clusters Score -510258.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -510330.125000 Penalty: 2738.791016
	Iteration 15Q: 3 clusters Score -510330.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -510400.281250 Penalty: 2738.791016
	Iteration 16Q: 3 clusters Score -510400.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -510456.281250 Penalty: 2738.791016
	Iteration 17Q: 3 clusters Score -510456.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -510514.156250 Penalty: 2738.791016
	Iteration 18Q: 3 clusters Score -510514.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -510577.375000 Penalty: 2738.791016
	Iteration 19Q: 3 clusters Score -510577.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -510645.718750 Penalty: 2738.791016
	Iteration 20F: 3 clusters Score -510645.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -510697.593750 Penalty: 2738.791016
	Iteration 21Q: 3 clusters Score -510697.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -510738.875000 Penalty: 2738.791016
	Iteration 22Q: 3 clusters Score -510738.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -510765.937500 Penalty: 2738.791016
	Iteration 23Q: 3 clusters Score -510765.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -510792.500000 Penalty: 2738.791016
	Iteration 24Q: 3 clusters Score -510792.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -510810.687500 Penalty: 2738.791016
	Iteration 25Q: 3 clusters Score -510810.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -510832.750000 Penalty: 2738.791016
	Iteration 26Q: 3 clusters Score -510832.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -510859.312500 Penalty: 2738.791016
	Iteration 27Q: 3 clusters Score -510859.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -510874.187500 Penalty: 2738.791016
	Iteration 28Q: 3 clusters Score -510874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -510882.062500 Penalty: 2738.791016
	Iteration 29Q: 3 clusters Score -510882.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -510889.187500 Penalty: 2738.791016
	Iteration 30Q: 3 clusters Score -510889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -510891.375000 Penalty: 2738.791016
	Iteration 31Q: 3 clusters Score -510891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -510894.531250 Penalty: 2738.791016
	Iteration 32Q: 3 clusters Score -510894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -510900.031250 Penalty: 2738.791016
	Iteration 33Q: 3 clusters Score -510900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -510906.125000 Penalty: 2738.791016
	Iteration 34Q: 3 clusters Score -510906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -510908.906250 Penalty: 2738.791016
	Iteration 35Q: 3 clusters Score -510908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -510911.937500 Penalty: 2738.791016
	Iteration 36Q: 3 clusters Score -510911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -510916.281250 Penalty: 2738.791016
	Iteration 37Q: 3 clusters Score -510916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -510918.906250 Penalty: 2738.791016
	Iteration 38Q: 3 clusters Score -510918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -510925.718750 Penalty: 2738.791016
	Iteration 39Q: 3 clusters Score -510925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -510929.406250 Penalty: 2738.791016
	Iteration 40F: 3 clusters Score -510929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -510934.468750 Penalty: 2738.791016
	Iteration 41Q: 3 clusters Score -510934.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -510934.843750 Penalty: 2738.791016
	Iteration 42Q: 3 clusters Score -510934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -510934.843750 Penalty: 2738.791016
	Iteration 43F: 3 clusters Score -510934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Entering Unmasked Estep 
Score: -574035.625000 Penalty: 1405.506958
	Iteration 0F: 2 clusters Score -574035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -569586.500000 Penalty: 2811.013916
	Iteration 0F: 3 clusters Score -569586.5 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -570930.250000 Penalty: 2811.013916
	Iteration 1F: 3 clusters Score -570930.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -571227.625000 Penalty: 2811.013916
	Iteration 2F: 3 clusters Score -571227.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -571584.875000 Penalty: 2811.013916
	Iteration 3F: 3 clusters Score -571584.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -572096.812500 Penalty: 2811.013916
	Iteration 4F: 3 clusters Score -572096.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -572673.812500 Penalty: 2811.013916
	Iteration 5F: 3 clusters Score -572673.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -573188.000000 Penalty: 2811.013916
	Iteration 6F: 3 clusters Score -573188 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -573527.125000 Penalty: 2811.013916
	Iteration 7F: 3 clusters Score -573527.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -573677.000000 Penalty: 2811.013916
	Iteration 8Q: 3 clusters Score -573677 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -573751.375000 Penalty: 2811.013916
	Iteration 9Q: 3 clusters Score -573751.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -573791.812500 Penalty: 2811.013916
	Iteration 10Q: 3 clusters Score -573791.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -573807.625000 Penalty: 2811.013916
	Iteration 11Q: 3 clusters Score -573807.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -573812.625000 Penalty: 2811.013916
	Iteration 12Q: 3 clusters Score -573812.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -573818.312500 Penalty: 2811.013916
	Iteration 13Q: 3 clusters Score -573818.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -573824.000000 Penalty: 2811.013916
	Iteration 14Q: 3 clusters Score -573824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -573828.187500 Penalty: 2811.013916
	Iteration 15Q: 3 clusters Score -573828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -573828.125000 Penalty: 2811.013916
	Iteration 16Q: 3 clusters Score -573828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -573827.937500 Penalty: 2811.013916
	Iteration 17Q: 3 clusters Score -573827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -573828.000000 Penalty: 2811.013916
	Iteration 18Q: 3 clusters Score -573828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -573828.000000 Penalty: 2811.013916
	Iteration 19F: 3 clusters Score -573828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191839 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4149 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15886 members 
Mstep: Class 21 contains 4569 members 
Mstep: Class 22 contains 5706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695344.000000 Penalty: 39716.023438
Iteration 159Q: 20 clusters Score -4.169534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191828 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4151 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22097 members 
Mstep: Class 20 contains 15885 members 
Mstep: Class 21 contains 4569 members 
Mstep: Class 22 contains 5708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695304.000000 Penalty: 39716.023438
Iteration 160F: 20 clusters Score -4.16953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191824 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22099 members 
Mstep: Class 20 contains 15884 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695352.000000 Penalty: 39716.023438
Iteration 161Q: 20 clusters Score -4.169535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191822 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 847 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22099 members 
Mstep: Class 20 contains 15884 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695340.000000 Penalty: 39716.023438
Iteration 162Q: 20 clusters Score -4.169534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191819 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22099 members 
Mstep: Class 20 contains 15882 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695308.000000 Penalty: 39716.023438
Iteration 163Q: 20 clusters Score -4.169531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191820 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22098 members 
Mstep: Class 20 contains 15878 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695308.000000 Penalty: 39716.023438
Iteration 164Q: 20 clusters Score -4.169531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11721 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191819 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 13 contains 8555 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22097 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695312.000000 Penalty: 39716.023438
Iteration 165Q: 20 clusters Score -4.169531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191821 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 8556 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695280.000000 Penalty: 39716.023438
Iteration 166Q: 20 clusters Score -4.169528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11716 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191823 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6615 members 
Mstep: Class 13 contains 8557 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695256.000000 Penalty: 39716.023438
Iteration 167Q: 20 clusters Score -4.169526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191820 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 8560 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15874 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695236.000000 Penalty: 39716.023438
Iteration 168Q: 20 clusters Score -4.169524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11708 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191818 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6617 members 
Mstep: Class 13 contains 8561 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15874 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695252.000000 Penalty: 39716.023438
Iteration 169Q: 20 clusters Score -4.169525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191817 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 8562 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695256.000000 Penalty: 39716.023438
Iteration 170Q: 20 clusters Score -4.169526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191817 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15872 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695232.000000 Penalty: 39716.023438
Iteration 171Q: 20 clusters Score -4.169523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191815 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695240.000000 Penalty: 39716.023438
Iteration 172Q: 20 clusters Score -4.169524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191813 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6617 members 
Mstep: Class 13 contains 8563 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695240.000000 Penalty: 39716.023438
Iteration 173Q: 20 clusters Score -4.169524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191814 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6615 members 
Mstep: Class 13 contains 8563 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695220.000000 Penalty: 39716.023438
Iteration 174Q: 20 clusters Score -4.169522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191814 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15874 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695228.000000 Penalty: 39716.023438
Iteration 175Q: 20 clusters Score -4.169523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191812 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6617 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695236.000000 Penalty: 39716.023438
Iteration 176Q: 20 clusters Score -4.169524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 6208 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191811 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 4153 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695264.000000 Penalty: 39716.023438
Iteration 177Q: 20 clusters Score -4.169526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 6209 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191809 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6621 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695264.000000 Penalty: 39716.023438
Iteration 178Q: 20 clusters Score -4.169526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 6210 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191809 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6622 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 4150 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695260.000000 Penalty: 39716.023438
Iteration 179Q: 20 clusters Score -4.169526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 6211 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191809 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15877 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695260.000000 Penalty: 39716.023438
Iteration 180F: 20 clusters Score -4.169526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11707 members 
Mstep: Class 3 contains 6210 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191806 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 4146 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695256.000000 Penalty: 39716.023438
Iteration 181Q: 20 clusters Score -4.169526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 6210 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191805 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 4143 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38347 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15882 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695244.000000 Penalty: 39716.023438
Iteration 182Q: 20 clusters Score -4.169524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 6210 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191807 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 8565 members 
Mstep: Class 15 contains 4139 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15881 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695276.000000 Penalty: 39716.023438
Iteration 183Q: 20 clusters Score -4.169528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 6211 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191807 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4135 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15881 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695252.000000 Penalty: 39716.023438
Iteration 184Q: 20 clusters Score -4.169525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 6214 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191807 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4135 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15877 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695296.000000 Penalty: 39716.023438
Iteration 185Q: 20 clusters Score -4.16953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 6213 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191812 members 
Mstep: Class 6 contains 17836 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4134 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15876 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695296.000000 Penalty: 39716.023438
Iteration 186Q: 20 clusters Score -4.16953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11718 members 
Mstep: Class 3 contains 6213 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191810 members 
Mstep: Class 6 contains 17836 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15876 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695288.000000 Penalty: 39716.023438
Iteration 187Q: 20 clusters Score -4.169529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 6214 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191811 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4134 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695288.000000 Penalty: 39716.023438
Iteration 188Q: 20 clusters Score -4.169529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11719 members 
Mstep: Class 3 contains 6214 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191812 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695304.000000 Penalty: 39716.023438
Iteration 189Q: 20 clusters Score -4.16953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 6215 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191811 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6622 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695272.000000 Penalty: 39716.023438
Iteration 190Q: 20 clusters Score -4.169527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 6216 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191809 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695272.000000 Penalty: 39716.023438
Iteration 191Q: 20 clusters Score -4.169527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6219 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191809 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15870 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695296.000000 Penalty: 39716.023438
Iteration 192Q: 20 clusters Score -4.16953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191811 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15870 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695288.000000 Penalty: 39716.023438
Iteration 193Q: 20 clusters Score -4.169529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6223 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191811 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4126 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695292.000000 Penalty: 39716.023438
Iteration 194Q: 20 clusters Score -4.169529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191812 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15872 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695284.000000 Penalty: 39716.023438
Iteration 195Q: 20 clusters Score -4.169528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191812 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695288.000000 Penalty: 39716.023438
Iteration 196Q: 20 clusters Score -4.169529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191812 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695288.000000 Penalty: 39716.023438
Iteration 197F: 20 clusters Score -4.169529e+07 nChanged 0
Entering ConstructFrom: 
Score: -41695288.000000 Penalty: 39716.023438
Entering ConstructFrom: 
Trying to split cluster 1 (15993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Entering Unmasked Estep 
Score: -1790443.000000 Penalty: 1572.984863
	Iteration 0F: 2 clusters Score -1790443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1779371.250000 Penalty: 3145.969727
	Iteration 0F: 3 clusters Score -1779371 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1783357.625000 Penalty: 3145.969727
	Iteration 1F: 3 clusters Score -1783358 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1783736.500000 Penalty: 3145.969727
	Iteration 2F: 3 clusters Score -1783736 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1784144.125000 Penalty: 3145.969727
	Iteration 3F: 3 clusters Score -1784144 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1784644.375000 Penalty: 3145.969727
	Iteration 4F: 3 clusters Score -1784644 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1785331.750000 Penalty: 3145.969727
	Iteration 5F: 3 clusters Score -1785332 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1786267.625000 Penalty: 3145.969727
	Iteration 6F: 3 clusters Score -1786268 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1787370.000000 Penalty: 3145.969727
	Iteration 7F: 3 clusters Score -1787370 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1788216.125000 Penalty: 3145.969727
	Iteration 8F: 3 clusters Score -1788216 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1788663.125000 Penalty: 3145.969727
	Iteration 9Q: 3 clusters Score -1788663 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1788879.250000 Penalty: 3145.969727
	Iteration 10Q: 3 clusters Score -1788879 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1788995.250000 Penalty: 3145.969727
	Iteration 11Q: 3 clusters Score -1788995 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1789078.875000 Penalty: 3145.969727
	Iteration 12Q: 3 clusters Score -1789079 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1789175.500000 Penalty: 3145.969727
	Iteration 13Q: 3 clusters Score -1789176 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1789280.500000 Penalty: 3145.969727
	Iteration 14Q: 3 clusters Score -1789280 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1789406.500000 Penalty: 3145.969727
	Iteration 15Q: 3 clusters Score -1789406 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1789557.000000 Penalty: 3145.969727
	Iteration 16Q: 3 clusters Score -1789557 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1789709.750000 Penalty: 3145.969727
	Iteration 17Q: 3 clusters Score -1789710 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1789893.125000 Penalty: 3145.969727
	Iteration 18Q: 3 clusters Score -1789893 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1790060.000000 Penalty: 3145.969727
	Iteration 19Q: 3 clusters Score -1790060 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1790161.375000 Penalty: 3145.969727
	Iteration 20F: 3 clusters Score -1790161 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1790258.500000 Penalty: 3145.969727
	Iteration 21Q: 3 clusters Score -1790258 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1790321.500000 Penalty: 3145.969727
	Iteration 22Q: 3 clusters Score -1790322 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1790356.750000 Penalty: 3145.969727
	Iteration 23Q: 3 clusters Score -1790357 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1790367.625000 Penalty: 3145.969727
	Iteration 24Q: 3 clusters Score -1790368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1790380.250000 Penalty: 3145.969727
	Iteration 25Q: 3 clusters Score -1790380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1790391.625000 Penalty: 3145.969727
	Iteration 26Q: 3 clusters Score -1790392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1790409.125000 Penalty: 3145.969727
	Iteration 27Q: 3 clusters Score -1790409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1790414.750000 Penalty: 3145.969727
	Iteration 28Q: 3 clusters Score -1790415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1790418.125000 Penalty: 3145.969727
	Iteration 29Q: 3 clusters Score -1790418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1790417.250000 Penalty: 3145.969727
	Iteration 30Q: 3 clusters Score -1790417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1790420.000000 Penalty: 3145.969727
	Iteration 31Q: 3 clusters Score -1790420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1790418.125000 Penalty: 3145.969727
	Iteration 32Q: 3 clusters Score -1790418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1790419.750000 Penalty: 3145.969727
	Iteration 33Q: 3 clusters Score -1790420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1790420.750000 Penalty: 3145.969727
	Iteration 34Q: 3 clusters Score -1790421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1790423.875000 Penalty: 3145.969727
	Iteration 35Q: 3 clusters Score -1790424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1790421.125000 Penalty: 3145.969727
	Iteration 36Q: 3 clusters Score -1790421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1790423.625000 Penalty: 3145.969727
	Iteration 37Q: 3 clusters Score -1790424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1790423.625000 Penalty: 3145.969727
	Iteration 38Q: 3 clusters Score -1790424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1790423.625000 Penalty: 3145.969727
	Iteration 39F: 3 clusters Score -1790424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Entering Unmasked Estep 
Score: -1249985.250000 Penalty: 1522.526367
	Iteration 0F: 2 clusters Score -1249985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1241742.250000 Penalty: 3045.052734
	Iteration 0F: 3 clusters Score -1241742 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1244393.000000 Penalty: 3045.052734
	Iteration 1F: 3 clusters Score -1244393 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1244838.000000 Penalty: 3045.052734
	Iteration 2F: 3 clusters Score -1244838 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1245215.000000 Penalty: 3045.052734
	Iteration 3F: 3 clusters Score -1245215 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1245523.875000 Penalty: 3045.052734
	Iteration 4F: 3 clusters Score -1245524 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1245851.250000 Penalty: 3045.052734
	Iteration 5F: 3 clusters Score -1245851 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1246226.875000 Penalty: 3045.052734
	Iteration 6F: 3 clusters Score -1246227 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1246673.250000 Penalty: 3045.052734
	Iteration 7F: 3 clusters Score -1246673 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1247161.250000 Penalty: 3045.052734
	Iteration 8F: 3 clusters Score -1247161 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1247584.625000 Penalty: 3045.052734
	Iteration 9Q: 3 clusters Score -1247585 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1247948.000000 Penalty: 3045.052734
	Iteration 10Q: 3 clusters Score -1247948 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1248232.625000 Penalty: 3045.052734
	Iteration 11Q: 3 clusters Score -1248233 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1248452.750000 Penalty: 3045.052734
	Iteration 12Q: 3 clusters Score -1248453 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1248570.000000 Penalty: 3045.052734
	Iteration 13Q: 3 clusters Score -1248570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1248631.750000 Penalty: 3045.052734
	Iteration 14Q: 3 clusters Score -1248632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1248659.250000 Penalty: 3045.052734
	Iteration 15Q: 3 clusters Score -1248659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1248697.500000 Penalty: 3045.052734
	Iteration 16Q: 3 clusters Score -1248698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1248718.875000 Penalty: 3045.052734
	Iteration 17Q: 3 clusters Score -1248719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1248735.375000 Penalty: 3045.052734
	Iteration 18Q: 3 clusters Score -1248735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1248751.000000 Penalty: 3045.052734
	Iteration 19Q: 3 clusters Score -1248751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1248767.750000 Penalty: 3045.052734
	Iteration 20F: 3 clusters Score -1248768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1248776.875000 Penalty: 3045.052734
	Iteration 21Q: 3 clusters Score -1248777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1248781.000000 Penalty: 3045.052734
	Iteration 22Q: 3 clusters Score -1248781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1248783.125000 Penalty: 3045.052734
	Iteration 23Q: 3 clusters Score -1248783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1248785.000000 Penalty: 3045.052734
	Iteration 24Q: 3 clusters Score -1248785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1248789.000000 Penalty: 3045.052734
	Iteration 25Q: 3 clusters Score -1248789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1248790.375000 Penalty: 3045.052734
	Iteration 26Q: 3 clusters Score -1248790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1248790.625000 Penalty: 3045.052734
	Iteration 27Q: 3 clusters Score -1248791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1248790.625000 Penalty: 3045.052734
	Iteration 28F: 3 clusters Score -1248791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -690562.125000 Penalty: 1419.575073
	Iteration 0F: 2 clusters Score -690562.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -685879.500000 Penalty: 2839.150146
	Iteration 0F: 3 clusters Score -685879.5 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -687145.937500 Penalty: 2839.150146
	Iteration 1F: 3 clusters Score -687145.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -687301.812500 Penalty: 2839.150146
	Iteration 2F: 3 clusters Score -687301.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -687403.312500 Penalty: 2839.150146
	Iteration 3Q: 3 clusters Score -687403.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -687474.937500 Penalty: 2839.150146
	Iteration 4Q: 3 clusters Score -687474.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -687531.562500 Penalty: 2839.150146
	Iteration 5Q: 3 clusters Score -687531.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -687584.500000 Penalty: 2839.150146
	Iteration 6Q: 3 clusters Score -687584.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -687624.125000 Penalty: 2839.150146
	Iteration 7Q: 3 clusters Score -687624.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -687677.062500 Penalty: 2839.150146
	Iteration 8Q: 3 clusters Score -687677.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -687734.875000 Penalty: 2839.150146
	Iteration 9Q: 3 clusters Score -687734.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -687800.562500 Penalty: 2839.150146
	Iteration 10Q: 3 clusters Score -687800.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -687857.875000 Penalty: 2839.150146
	Iteration 11Q: 3 clusters Score -687857.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -687919.812500 Penalty: 2839.150146
	Iteration 12Q: 3 clusters Score -687919.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -688009.375000 Penalty: 2839.150146
	Iteration 13Q: 3 clusters Score -688009.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -688099.750000 Penalty: 2839.150146
	Iteration 14Q: 3 clusters Score -688099.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -688208.812500 Penalty: 2839.150146
	Iteration 15Q: 3 clusters Score -688208.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -688333.000000 Penalty: 2839.150146
	Iteration 16Q: 3 clusters Score -688333 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -688467.937500 Penalty: 2839.150146
	Iteration 17Q: 3 clusters Score -688467.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -688619.937500 Penalty: 2839.150146
	Iteration 18Q: 3 clusters Score -688619.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -688775.500000 Penalty: 2839.150146
	Iteration 19Q: 3 clusters Score -688775.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -688930.187500 Penalty: 2839.150146
	Iteration 20F: 3 clusters Score -688930.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -689058.875000 Penalty: 2839.150146
	Iteration 21Q: 3 clusters Score -689058.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -689143.937500 Penalty: 2839.150146
	Iteration 22Q: 3 clusters Score -689143.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -689216.812500 Penalty: 2839.150146
	Iteration 23Q: 3 clusters Score -689216.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -689261.625000 Penalty: 2839.150146
	Iteration 24Q: 3 clusters Score -689261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -689282.937500 Penalty: 2839.150146
	Iteration 25Q: 3 clusters Score -689282.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -689304.437500 Penalty: 2839.150146
	Iteration 26Q: 3 clusters Score -689304.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -689318.312500 Penalty: 2839.150146
	Iteration 27Q: 3 clusters Score -689318.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -689328.437500 Penalty: 2839.150146
	Iteration 28Q: 3 clusters Score -689328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -689339.687500 Penalty: 2839.150146
	Iteration 29Q: 3 clusters Score -689339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -689343.812500 Penalty: 2839.150146
	Iteration 30Q: 3 clusters Score -689343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -689349.625000 Penalty: 2839.150146
	Iteration 31Q: 3 clusters Score -689349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -689353.187500 Penalty: 2839.150146
	Iteration 32Q: 3 clusters Score -689353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -689354.250000 Penalty: 2839.150146
	Iteration 33Q: 3 clusters Score -689354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -689359.812500 Penalty: 2839.150146
	Iteration 34Q: 3 clusters Score -689359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -689361.312500 Penalty: 2839.150146
	Iteration 35Q: 3 clusters Score -689361.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -689361.312500 Penalty: 2839.150146
	Iteration 36F: 3 clusters Score -689361.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Entering Unmasked Estep 
Score: -1417988.125000 Penalty: 1533.343628
	Iteration 0F: 2 clusters Score -1417988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1409126.125000 Penalty: 3066.687256
	Iteration 0F: 3 clusters Score -1409126 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1412395.375000 Penalty: 3066.687256
	Iteration 1F: 3 clusters Score -1412395 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1412842.625000 Penalty: 3066.687256
	Iteration 2F: 3 clusters Score -1412843 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1413292.750000 Penalty: 3066.687256
	Iteration 3F: 3 clusters Score -1413293 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1413725.875000 Penalty: 3066.687256
	Iteration 4F: 3 clusters Score -1413726 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1414149.250000 Penalty: 3066.687256
	Iteration 5F: 3 clusters Score -1414149 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1414556.125000 Penalty: 3066.687256
	Iteration 6Q: 3 clusters Score -1414556 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1414973.625000 Penalty: 3066.687256
	Iteration 7Q: 3 clusters Score -1414974 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1415387.500000 Penalty: 3066.687256
	Iteration 8Q: 3 clusters Score -1415388 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1415745.625000 Penalty: 3066.687256
	Iteration 9Q: 3 clusters Score -1415746 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1416014.125000 Penalty: 3066.687256
	Iteration 10Q: 3 clusters Score -1416014 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1416216.000000 Penalty: 3066.687256
	Iteration 11Q: 3 clusters Score -1416216 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1416380.125000 Penalty: 3066.687256
	Iteration 12Q: 3 clusters Score -1416380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1416480.000000 Penalty: 3066.687256
	Iteration 13Q: 3 clusters Score -1416480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1416535.625000 Penalty: 3066.687256
	Iteration 14Q: 3 clusters Score -1416536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1416568.875000 Penalty: 3066.687256
	Iteration 15Q: 3 clusters Score -1416569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1416592.375000 Penalty: 3066.687256
	Iteration 16Q: 3 clusters Score -1416592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1416609.125000 Penalty: 3066.687256
	Iteration 17Q: 3 clusters Score -1416609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1416626.875000 Penalty: 3066.687256
	Iteration 18Q: 3 clusters Score -1416627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1416641.375000 Penalty: 3066.687256
	Iteration 19Q: 3 clusters Score -1416641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1416656.750000 Penalty: 3066.687256
	Iteration 20F: 3 clusters Score -1416657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1416668.625000 Penalty: 3066.687256
	Iteration 21Q: 3 clusters Score -1416669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1416669.875000 Penalty: 3066.687256
	Iteration 22Q: 3 clusters Score -1416670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1416669.875000 Penalty: 3066.687256
	Iteration 23F: 3 clusters Score -1416670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191812 members 
Entering Unmasked Estep 
Score: -21008308.000000 Penalty: 1976.694092
	Iteration 0F: 2 clusters Score -2.100831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -20900382.000000 Penalty: 3953.388184
	Iteration 0F: 3 clusters Score -2.090038e+07 nChanged 92759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -20954636.000000 Penalty: 3953.388184
	Iteration 1F: 3 clusters Score -2.095464e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
Score: -20955588.000000 Penalty: 3953.388184
	Iteration 2Q: 3 clusters Score -2.095559e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -20956392.000000 Penalty: 3953.388184
	Iteration 3Q: 3 clusters Score -2.095639e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -20957314.000000 Penalty: 3953.388184
	Iteration 4Q: 3 clusters Score -2.095731e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 95522 members 
Entering Unmasked Estep 
Score: -20958742.000000 Penalty: 3953.388184
	Iteration 5Q: 3 clusters Score -2.095874e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -20960560.000000 Penalty: 3953.388184
	Iteration 6Q: 3 clusters Score -2.096056e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -20962470.000000 Penalty: 3953.388184
	Iteration 7Q: 3 clusters Score -2.096247e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97262 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -20965452.000000 Penalty: 3953.388184
	Iteration 8Q: 3 clusters Score -2.096545e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -20969058.000000 Penalty: 3953.388184
	Iteration 9Q: 3 clusters Score -2.096906e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 93037 members 
Entering Unmasked Estep 
Score: -20973928.000000 Penalty: 3953.388184
	Iteration 10Q: 3 clusters Score -2.097393e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -20980570.000000 Penalty: 3953.388184
	Iteration 11F: 3 clusters Score -2.098057e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -20987206.000000 Penalty: 3953.388184
	Iteration 12F: 3 clusters Score -2.098721e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 88796 members 
Entering Unmasked Estep 
Score: -20991444.000000 Penalty: 3953.388184
	Iteration 13Q: 3 clusters Score -2.099144e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104585 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -20992986.000000 Penalty: 3953.388184
	Iteration 14Q: 3 clusters Score -2.099299e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -20993274.000000 Penalty: 3953.388184
	Iteration 15Q: 3 clusters Score -2.099327e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107475 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -20993428.000000 Penalty: 3953.388184
	Iteration 16Q: 3 clusters Score -2.099343e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -20993410.000000 Penalty: 3953.388184
	Iteration 17Q: 3 clusters Score -2.099341e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109945 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -20993472.000000 Penalty: 3953.388184
	Iteration 18Q: 3 clusters Score -2.099347e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -20993484.000000 Penalty: 3953.388184
	Iteration 19Q: 3 clusters Score -2.099348e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111850 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -20993520.000000 Penalty: 3953.388184
	Iteration 20F: 3 clusters Score -2.099352e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -20993620.000000 Penalty: 3953.388184
	Iteration 21Q: 3 clusters Score -2.099362e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112983 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -20993806.000000 Penalty: 3953.388184
	Iteration 22Q: 3 clusters Score -2.099381e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113247 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -20993702.000000 Penalty: 3953.388184
	Iteration 23Q: 3 clusters Score -2.09937e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -20993686.000000 Penalty: 3953.388184
	Iteration 24Q: 3 clusters Score -2.099369e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113162 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -20993814.000000 Penalty: 3953.388184
	Iteration 25Q: 3 clusters Score -2.099381e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112742 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -20993798.000000 Penalty: 3953.388184
	Iteration 26Q: 3 clusters Score -2.09938e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112146 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -20993810.000000 Penalty: 3953.388184
	Iteration 27Q: 3 clusters Score -2.099381e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111364 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -20993808.000000 Penalty: 3953.388184
	Iteration 28Q: 3 clusters Score -2.099381e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110430 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -20993750.000000 Penalty: 3953.388184
	Iteration 29Q: 3 clusters Score -2.099375e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109320 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -20993826.000000 Penalty: 3953.388184
	Iteration 30Q: 3 clusters Score -2.099383e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107998 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -20993920.000000 Penalty: 3953.388184
	Iteration 31Q: 3 clusters Score -2.099392e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -20993908.000000 Penalty: 3953.388184
	Iteration 32Q: 3 clusters Score -2.099391e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104926 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -20993844.000000 Penalty: 3953.388184
	Iteration 33Q: 3 clusters Score -2.099384e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -20993938.000000 Penalty: 3953.388184
	Iteration 34Q: 3 clusters Score -2.099394e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100801 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -20993904.000000 Penalty: 3953.388184
	Iteration 35Q: 3 clusters Score -2.09939e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -20993930.000000 Penalty: 3953.388184
	Iteration 36Q: 3 clusters Score -2.099393e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -20993942.000000 Penalty: 3953.388184
	Iteration 37Q: 3 clusters Score -2.099394e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -20993652.000000 Penalty: 3953.388184
	Iteration 38Q: 3 clusters Score -2.099365e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -20993296.000000 Penalty: 3953.388184
	Iteration 39Q: 3 clusters Score -2.09933e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 107706 members 
Entering Unmasked Estep 
Score: -20992936.000000 Penalty: 3953.388184
	Iteration 40F: 3 clusters Score -2.099294e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 111494 members 
Entering Unmasked Estep 
Score: -20992650.000000 Penalty: 3953.388184
	Iteration 41Q: 3 clusters Score -2.099265e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 115449 members 
Entering Unmasked Estep 
Score: -20992500.000000 Penalty: 3953.388184
	Iteration 42Q: 3 clusters Score -2.09925e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 119364 members 
Entering Unmasked Estep 
Score: -20992564.000000 Penalty: 3953.388184
	Iteration 43Q: 3 clusters Score -2.099256e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 123086 members 
Entering Unmasked Estep 
Score: -20992752.000000 Penalty: 3953.388184
	Iteration 44Q: 3 clusters Score -2.099275e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 126470 members 
Entering Unmasked Estep 
Score: -20992894.000000 Penalty: 3953.388184
	Iteration 45Q: 3 clusters Score -2.099289e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 129479 members 
Entering Unmasked Estep 
Score: -20993030.000000 Penalty: 3953.388184
	Iteration 46Q: 3 clusters Score -2.099303e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 132162 members 
Entering Unmasked Estep 
Score: -20993078.000000 Penalty: 3953.388184
	Iteration 47Q: 3 clusters Score -2.099308e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 134512 members 
Entering Unmasked Estep 
Score: -20993278.000000 Penalty: 3953.388184
	Iteration 48Q: 3 clusters Score -2.099328e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 136524 members 
Entering Unmasked Estep 
Score: -20993348.000000 Penalty: 3953.388184
	Iteration 49Q: 3 clusters Score -2.099335e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 138226 members 
Entering Unmasked Estep 
Score: -20993390.000000 Penalty: 3953.388184
	Iteration 50Q: 3 clusters Score -2.099339e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 139589 members 
Entering Unmasked Estep 
Score: -20993512.000000 Penalty: 3953.388184
	Iteration 51Q: 3 clusters Score -2.099351e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 140672 members 
Entering Unmasked Estep 
Score: -20993558.000000 Penalty: 3953.388184
	Iteration 52Q: 3 clusters Score -2.099356e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 141524 members 
Entering Unmasked Estep 
Score: -20993636.000000 Penalty: 3953.388184
	Iteration 53Q: 3 clusters Score -2.099364e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 142075 members 
Entering Unmasked Estep 
Score: -20993760.000000 Penalty: 3953.388184
	Iteration 54Q: 3 clusters Score -2.099376e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -20993778.000000 Penalty: 3953.388184
	Iteration 55Q: 3 clusters Score -2.099378e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 142395 members 
Entering Unmasked Estep 
Score: -20993688.000000 Penalty: 3953.388184
	Iteration 56Q: 3 clusters Score -2.099369e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 142185 members 
Entering Unmasked Estep 
Score: -20993614.000000 Penalty: 3953.388184
	Iteration 57Q: 3 clusters Score -2.099361e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 141768 members 
Entering Unmasked Estep 
Score: -20993368.000000 Penalty: 3953.388184
	Iteration 58Q: 3 clusters Score -2.099337e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -20993250.000000 Penalty: 3953.388184
	Iteration 59Q: 3 clusters Score -2.099325e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 140438 members 
Entering Unmasked Estep 
Score: -20993376.000000 Penalty: 3953.388184
	Iteration 60F: 3 clusters Score -2.099338e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 139569 members 
Entering Unmasked Estep 
Score: -20993402.000000 Penalty: 3953.388184
	Iteration 61Q: 3 clusters Score -2.09934e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 138605 members 
Entering Unmasked Estep 
Score: -20993212.000000 Penalty: 3953.388184
	Iteration 62Q: 3 clusters Score -2.099321e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 137428 members 
Entering Unmasked Estep 
Score: -20993086.000000 Penalty: 3953.388184
	Iteration 63Q: 3 clusters Score -2.099309e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -20993010.000000 Penalty: 3953.388184
	Iteration 64Q: 3 clusters Score -2.099301e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 134592 members 
Entering Unmasked Estep 
Score: -20992932.000000 Penalty: 3953.388184
	Iteration 65Q: 3 clusters Score -2.099293e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 132886 members 
Entering Unmasked Estep 
Score: -20992908.000000 Penalty: 3953.388184
	Iteration 66Q: 3 clusters Score -2.099291e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 130898 members 
Entering Unmasked Estep 
Score: -20992626.000000 Penalty: 3953.388184
	Iteration 67Q: 3 clusters Score -2.099263e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -20992560.000000 Penalty: 3953.388184
	Iteration 68Q: 3 clusters Score -2.099256e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -20992462.000000 Penalty: 3953.388184
	Iteration 69Q: 3 clusters Score -2.099246e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 123258 members 
Entering Unmasked Estep 
Score: -20992518.000000 Penalty: 3953.388184
	Iteration 70Q: 3 clusters Score -2.099252e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 120335 members 
Entering Unmasked Estep 
Score: -20992716.000000 Penalty: 3953.388184
	Iteration 71Q: 3 clusters Score -2.099272e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 117219 members 
Entering Unmasked Estep 
Score: -20992918.000000 Penalty: 3953.388184
	Iteration 72Q: 3 clusters Score -2.099292e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 114062 members 
Entering Unmasked Estep 
Score: -20993182.000000 Penalty: 3953.388184
	Iteration 73Q: 3 clusters Score -2.099318e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -20993476.000000 Penalty: 3953.388184
	Iteration 74Q: 3 clusters Score -2.099348e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 107615 members 
Entering Unmasked Estep 
Score: -20993566.000000 Penalty: 3953.388184
	Iteration 75Q: 3 clusters Score -2.099357e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 104351 members 
Entering Unmasked Estep 
Score: -20993930.000000 Penalty: 3953.388184
	Iteration 76Q: 3 clusters Score -2.099393e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -20993972.000000 Penalty: 3953.388184
	Iteration 77Q: 3 clusters Score -2.099397e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -20993864.000000 Penalty: 3953.388184
	Iteration 78Q: 3 clusters Score -2.099386e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 90068 members 
Entering Unmasked Estep 
Score: -20993740.000000 Penalty: 3953.388184
	Iteration 79Q: 3 clusters Score -2.099374e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108332 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -20993636.000000 Penalty: 3953.388184
	Iteration 80F: 3 clusters Score -2.099364e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116313 members 
Mstep: Class 2 contains 75499 members 
Entering Unmasked Estep 
Score: -20993370.000000 Penalty: 3953.388184
	Iteration 81Q: 3 clusters Score -2.099337e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125207 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -20993960.000000 Penalty: 3953.388184
	Iteration 82Q: 3 clusters Score -2.099396e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134436 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -20994726.000000 Penalty: 3953.388184
	Iteration 83Q: 3 clusters Score -2.099473e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143413 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -20996086.000000 Penalty: 3953.388184
	Iteration 84Q: 3 clusters Score -2.099609e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151423 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -20997932.000000 Penalty: 3953.388184
	Iteration 85Q: 3 clusters Score -2.099793e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158489 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -20999402.000000 Penalty: 3953.388184
	Iteration 86Q: 3 clusters Score -2.09994e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164446 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -21000648.000000 Penalty: 3953.388184
	Iteration 87Q: 3 clusters Score -2.100065e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -21001712.000000 Penalty: 3953.388184
	Iteration 88Q: 3 clusters Score -2.100171e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173251 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -21002096.000000 Penalty: 3953.388184
	Iteration 89Q: 3 clusters Score -2.10021e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176520 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -21002420.000000 Penalty: 3953.388184
	Iteration 90Q: 3 clusters Score -2.100242e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179159 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -21002720.000000 Penalty: 3953.388184
	Iteration 91Q: 3 clusters Score -2.100272e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181375 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -21003174.000000 Penalty: 3953.388184
	Iteration 92Q: 3 clusters Score -2.100317e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183199 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -21003456.000000 Penalty: 3953.388184
	Iteration 93Q: 3 clusters Score -2.100346e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184763 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -21003706.000000 Penalty: 3953.388184
	Iteration 94Q: 3 clusters Score -2.100371e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186009 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -21004122.000000 Penalty: 3953.388184
	Iteration 95Q: 3 clusters Score -2.100412e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187039 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -21004526.000000 Penalty: 3953.388184
	Iteration 96Q: 3 clusters Score -2.100453e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187887 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -21004778.000000 Penalty: 3953.388184
	Iteration 97Q: 3 clusters Score -2.100478e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188546 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -21004998.000000 Penalty: 3953.388184
	Iteration 98Q: 3 clusters Score -2.1005e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189062 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -21005182.000000 Penalty: 3953.388184
	Iteration 99Q: 3 clusters Score -2.100518e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189484 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -21005822.000000 Penalty: 3953.388184
	Iteration 100F: 3 clusters Score -2.100582e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190285 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -21006202.000000 Penalty: 3953.388184
	Iteration 101Q: 3 clusters Score -2.10062e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190654 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21006324.000000 Penalty: 3953.388184
	Iteration 102Q: 3 clusters Score -2.100632e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190861 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21006400.000000 Penalty: 3953.388184
	Iteration 103Q: 3 clusters Score -2.10064e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190993 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -21006436.000000 Penalty: 3953.388184
	Iteration 104Q: 3 clusters Score -2.100644e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191062 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -21006484.000000 Penalty: 3953.388184
	Iteration 105Q: 3 clusters Score -2.100648e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191112 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -21006500.000000 Penalty: 3953.388184
	Iteration 106Q: 3 clusters Score -2.10065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191146 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21006514.000000 Penalty: 3953.388184
	Iteration 107Q: 3 clusters Score -2.100651e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191178 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21006546.000000 Penalty: 3953.388184
	Iteration 108Q: 3 clusters Score -2.100655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191195 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -21006546.000000 Penalty: 3953.388184
	Iteration 109Q: 3 clusters Score -2.100655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191212 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -21006580.000000 Penalty: 3953.388184
	Iteration 110Q: 3 clusters Score -2.100658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191227 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -21006588.000000 Penalty: 3953.388184
	Iteration 111Q: 3 clusters Score -2.100659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191241 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21006592.000000 Penalty: 3953.388184
	Iteration 112Q: 3 clusters Score -2.100659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191254 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -21006610.000000 Penalty: 3953.388184
	Iteration 113Q: 3 clusters Score -2.100661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191261 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -21006622.000000 Penalty: 3953.388184
	Iteration 114Q: 3 clusters Score -2.100662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191266 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21006614.000000 Penalty: 3953.388184
	Iteration 115Q: 3 clusters Score -2.100661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191271 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21006624.000000 Penalty: 3953.388184
	Iteration 116Q: 3 clusters Score -2.100662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191275 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -21006614.000000 Penalty: 3953.388184
	Iteration 117Q: 3 clusters Score -2.100661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191279 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -21006610.000000 Penalty: 3953.388184
	Iteration 118Q: 3 clusters Score -2.100661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191282 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21006618.000000 Penalty: 3953.388184
	Iteration 119Q: 3 clusters Score -2.100662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21006622.000000 Penalty: 3953.388184
	Iteration 120F: 3 clusters Score -2.100662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191285 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21006626.000000 Penalty: 3953.388184
	Iteration 121Q: 3 clusters Score -2.100663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191286 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -21006624.000000 Penalty: 3953.388184
	Iteration 122Q: 3 clusters Score -2.100662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191286 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -21006624.000000 Penalty: 3953.388184
	Iteration 123F: 3 clusters Score -2.100662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Entering Unmasked Estep 
Score: -2017802.250000 Penalty: 1590.717407
	Iteration 0F: 2 clusters Score -2017802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2005563.750000 Penalty: 3181.434814
	Iteration 0F: 3 clusters Score -2005564 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2010010.500000 Penalty: 3181.434814
	Iteration 1F: 3 clusters Score -2010010 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2010357.000000 Penalty: 3181.434814
	Iteration 2F: 3 clusters Score -2010357 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2010663.250000 Penalty: 3181.434814
	Iteration 3Q: 3 clusters Score -2010663 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2010973.375000 Penalty: 3181.434814
	Iteration 4Q: 3 clusters Score -2010973 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2011345.375000 Penalty: 3181.434814
	Iteration 5Q: 3 clusters Score -2011345 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2011825.750000 Penalty: 3181.434814
	Iteration 6F: 3 clusters Score -2011826 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2012474.500000 Penalty: 3181.434814
	Iteration 7F: 3 clusters Score -2012474 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2013398.000000 Penalty: 3181.434814
	Iteration 8F: 3 clusters Score -2013398 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2014471.125000 Penalty: 3181.434814
	Iteration 9F: 3 clusters Score -2014471 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2015342.750000 Penalty: 3181.434814
	Iteration 10F: 3 clusters Score -2015343 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2015873.250000 Penalty: 3181.434814
	Iteration 11Q: 3 clusters Score -2015873 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2016123.125000 Penalty: 3181.434814
	Iteration 12Q: 3 clusters Score -2016123 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2016250.750000 Penalty: 3181.434814
	Iteration 13Q: 3 clusters Score -2016251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2016304.375000 Penalty: 3181.434814
	Iteration 14Q: 3 clusters Score -2016304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2016327.625000 Penalty: 3181.434814
	Iteration 15Q: 3 clusters Score -2016328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2016341.500000 Penalty: 3181.434814
	Iteration 16Q: 3 clusters Score -2016342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2016358.875000 Penalty: 3181.434814
	Iteration 17Q: 3 clusters Score -2016359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2016366.375000 Penalty: 3181.434814
	Iteration 18Q: 3 clusters Score -2016366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2016370.875000 Penalty: 3181.434814
	Iteration 19Q: 3 clusters Score -2016371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2016373.000000 Penalty: 3181.434814
	Iteration 20F: 3 clusters Score -2016373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2016373.000000 Penalty: 3181.434814
	Iteration 21Q: 3 clusters Score -2016373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2016377.125000 Penalty: 3181.434814
	Iteration 22Q: 3 clusters Score -2016377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2016376.000000 Penalty: 3181.434814
	Iteration 23Q: 3 clusters Score -2016376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2016376.000000 Penalty: 3181.434814
	Iteration 24Q: 3 clusters Score -2016376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2016375.125000 Penalty: 3181.434814
	Iteration 25Q: 3 clusters Score -2016375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2016380.875000 Penalty: 3181.434814
	Iteration 26Q: 3 clusters Score -2016381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2016380.875000 Penalty: 3181.434814
	Iteration 27F: 3 clusters Score -2016381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -77125.476562 Penalty: 1095.909546
	Iteration 0F: 2 clusters Score -77125.48 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 431 members 
Entering Unmasked Estep 
Score: -76002.179688 Penalty: 2191.819092
	Iteration 0F: 3 clusters Score -76002.18 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76890.781250 Penalty: 2191.819092
	Iteration 1F: 3 clusters Score -76890.78 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77341.031250 Penalty: 2191.819092
	Iteration 2F: 3 clusters Score -77341.03 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77622.781250 Penalty: 2191.819092
	Iteration 3F: 3 clusters Score -77622.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77940.796875 Penalty: 2191.819092
	Iteration 4F: 3 clusters Score -77940.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -78408.429688 Penalty: 2191.819092
	Iteration 5F: 3 clusters Score -78408.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78802.687500 Penalty: 2191.819092
	Iteration 6Q: 3 clusters Score -78802.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -79200.796875 Penalty: 2191.819092
	Iteration 7Q: 3 clusters Score -79200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -79306.867188 Penalty: 2191.819092
	Iteration 8Q: 3 clusters Score -79306.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -79315.734375 Penalty: 2191.819092
	Iteration 9Q: 3 clusters Score -79315.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -79322.757812 Penalty: 2191.819092
	Iteration 10Q: 3 clusters Score -79322.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -79322.757812 Penalty: 2191.819092
	Iteration 11F: 3 clusters Score -79322.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191812 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5766 members 
Entering Unmasked Estep 
Score: -41696516.000000 Penalty: 41806.339844
Splitting cluster 7 changes total score from -41695288.000000 to -41696516.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -456345.281250 Penalty: 1352.822876
	Iteration 0F: 2 clusters Score -456345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -452972.343750 Penalty: 2705.645752
	Iteration 0F: 3 clusters Score -452972.3 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -453830.656250 Penalty: 2705.645752
	Iteration 1F: 3 clusters Score -453830.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -453976.281250 Penalty: 2705.645752
	Iteration 2F: 3 clusters Score -453976.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -454085.781250 Penalty: 2705.645752
	Iteration 3Q: 3 clusters Score -454085.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -454156.125000 Penalty: 2705.645752
	Iteration 4Q: 3 clusters Score -454156.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -454211.875000 Penalty: 2705.645752
	Iteration 5Q: 3 clusters Score -454211.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -454257.625000 Penalty: 2705.645752
	Iteration 6Q: 3 clusters Score -454257.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -454296.625000 Penalty: 2705.645752
	Iteration 7Q: 3 clusters Score -454296.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -454355.593750 Penalty: 2705.645752
	Iteration 8Q: 3 clusters Score -454355.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -454418.656250 Penalty: 2705.645752
	Iteration 9Q: 3 clusters Score -454418.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -454503.625000 Penalty: 2705.645752
	Iteration 10Q: 3 clusters Score -454503.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -454599.000000 Penalty: 2705.645752
	Iteration 11Q: 3 clusters Score -454599 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -454680.656250 Penalty: 2705.645752
	Iteration 12Q: 3 clusters Score -454680.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -454775.187500 Penalty: 2705.645752
	Iteration 13Q: 3 clusters Score -454775.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -454868.875000 Penalty: 2705.645752
	Iteration 14Q: 3 clusters Score -454868.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -454926.750000 Penalty: 2705.645752
	Iteration 15Q: 3 clusters Score -454926.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -454984.375000 Penalty: 2705.645752
	Iteration 16Q: 3 clusters Score -454984.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -455032.656250 Penalty: 2705.645752
	Iteration 17Q: 3 clusters Score -455032.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -455071.781250 Penalty: 2705.645752
	Iteration 18Q: 3 clusters Score -455071.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -455100.468750 Penalty: 2705.645752
	Iteration 19Q: 3 clusters Score -455100.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -455134.312500 Penalty: 2705.645752
	Iteration 20F: 3 clusters Score -455134.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -455168.437500 Penalty: 2705.645752
	Iteration 21Q: 3 clusters Score -455168.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -455187.781250 Penalty: 2705.645752
	Iteration 22Q: 3 clusters Score -455187.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -455196.406250 Penalty: 2705.645752
	Iteration 23Q: 3 clusters Score -455196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -455202.281250 Penalty: 2705.645752
	Iteration 24Q: 3 clusters Score -455202.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -455210.718750 Penalty: 2705.645752
	Iteration 25Q: 3 clusters Score -455210.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -455213.375000 Penalty: 2705.645752
	Iteration 26Q: 3 clusters Score -455213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -455216.187500 Penalty: 2705.645752
	Iteration 27Q: 3 clusters Score -455216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -455216.187500 Penalty: 2705.645752
	Iteration 28F: 3 clusters Score -455216.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -450514.781250 Penalty: 1350.682129
	Iteration 0F: 2 clusters Score -450514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -447118.156250 Penalty: 2701.364258
	Iteration 0F: 3 clusters Score -447118.2 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -448009.781250 Penalty: 2701.364258
	Iteration 1F: 3 clusters Score -448009.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -448151.093750 Penalty: 2701.364258
	Iteration 2F: 3 clusters Score -448151.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -448246.687500 Penalty: 2701.364258
	Iteration 3Q: 3 clusters Score -448246.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -448319.031250 Penalty: 2701.364258
	Iteration 4Q: 3 clusters Score -448319 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -448385.968750 Penalty: 2701.364258
	Iteration 5Q: 3 clusters Score -448386 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -448443.843750 Penalty: 2701.364258
	Iteration 6Q: 3 clusters Score -448443.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -448500.656250 Penalty: 2701.364258
	Iteration 7Q: 3 clusters Score -448500.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -448559.000000 Penalty: 2701.364258
	Iteration 8Q: 3 clusters Score -448559 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -448615.875000 Penalty: 2701.364258
	Iteration 9Q: 3 clusters Score -448615.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -448662.468750 Penalty: 2701.364258
	Iteration 10Q: 3 clusters Score -448662.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -448700.562500 Penalty: 2701.364258
	Iteration 11Q: 3 clusters Score -448700.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -448744.593750 Penalty: 2701.364258
	Iteration 12Q: 3 clusters Score -448744.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -448785.843750 Penalty: 2701.364258
	Iteration 13Q: 3 clusters Score -448785.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -448835.312500 Penalty: 2701.364258
	Iteration 14Q: 3 clusters Score -448835.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -448893.312500 Penalty: 2701.364258
	Iteration 15Q: 3 clusters Score -448893.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -448950.062500 Penalty: 2701.364258
	Iteration 16Q: 3 clusters Score -448950.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -449008.625000 Penalty: 2701.364258
	Iteration 17Q: 3 clusters Score -449008.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -449050.000000 Penalty: 2701.364258
	Iteration 18Q: 3 clusters Score -449050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -449084.906250 Penalty: 2701.364258
	Iteration 19Q: 3 clusters Score -449084.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -449113.312500 Penalty: 2701.364258
	Iteration 20F: 3 clusters Score -449113.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -449143.875000 Penalty: 2701.364258
	Iteration 21Q: 3 clusters Score -449143.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -449172.781250 Penalty: 2701.364258
	Iteration 22Q: 3 clusters Score -449172.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -449195.000000 Penalty: 2701.364258
	Iteration 23Q: 3 clusters Score -449195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -449216.906250 Penalty: 2701.364258
	Iteration 24Q: 3 clusters Score -449216.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -449235.000000 Penalty: 2701.364258
	Iteration 25Q: 3 clusters Score -449235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -449243.500000 Penalty: 2701.364258
	Iteration 26Q: 3 clusters Score -449243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -449245.875000 Penalty: 2701.364258
	Iteration 27Q: 3 clusters Score -449245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -449249.000000 Penalty: 2701.364258
	Iteration 28Q: 3 clusters Score -449249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -449253.250000 Penalty: 2701.364258
	Iteration 29Q: 3 clusters Score -449253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -449257.718750 Penalty: 2701.364258
	Iteration 30Q: 3 clusters Score -449257.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -449263.656250 Penalty: 2701.364258
	Iteration 31Q: 3 clusters Score -449263.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -449268.906250 Penalty: 2701.364258
	Iteration 32Q: 3 clusters Score -449268.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -449272.125000 Penalty: 2701.364258
	Iteration 33Q: 3 clusters Score -449272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -449273.250000 Penalty: 2701.364258
	Iteration 34Q: 3 clusters Score -449273.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -449274.468750 Penalty: 2701.364258
	Iteration 35Q: 3 clusters Score -449274.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -449275.812500 Penalty: 2701.364258
	Iteration 36Q: 3 clusters Score -449275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -449276.812500 Penalty: 2701.364258
	Iteration 37Q: 3 clusters Score -449276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -449277.562500 Penalty: 2701.364258
	Iteration 38Q: 3 clusters Score -449277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -449278.250000 Penalty: 2701.364258
	Iteration 39Q: 3 clusters Score -449278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -449278.687500 Penalty: 2701.364258
	Iteration 40F: 3 clusters Score -449278.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -449279.906250 Penalty: 2701.364258
	Iteration 41Q: 3 clusters Score -449279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -449281.156250 Penalty: 2701.364258
	Iteration 42Q: 3 clusters Score -449281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -449283.125000 Penalty: 2701.364258
	Iteration 43Q: 3 clusters Score -449283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -449284.875000 Penalty: 2701.364258
	Iteration 44Q: 3 clusters Score -449284.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -449286.593750 Penalty: 2701.364258
	Iteration 45Q: 3 clusters Score -449286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -449288.187500 Penalty: 2701.364258
	Iteration 46Q: 3 clusters Score -449288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -449290.562500 Penalty: 2701.364258
	Iteration 47Q: 3 clusters Score -449290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -449291.062500 Penalty: 2701.364258
	Iteration 48Q: 3 clusters Score -449291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -449293.437500 Penalty: 2701.364258
	Iteration 49Q: 3 clusters Score -449293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -449296.250000 Penalty: 2701.364258
	Iteration 50Q: 3 clusters Score -449296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -449298.093750 Penalty: 2701.364258
	Iteration 51Q: 3 clusters Score -449298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -449300.000000 Penalty: 2701.364258
	Iteration 52Q: 3 clusters Score -449300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -449299.812500 Penalty: 2701.364258
	Iteration 53Q: 3 clusters Score -449299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -449299.625000 Penalty: 2701.364258
	Iteration 54Q: 3 clusters Score -449299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -449301.718750 Penalty: 2701.364258
	Iteration 55Q: 3 clusters Score -449301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -449301.843750 Penalty: 2701.364258
	Iteration 56Q: 3 clusters Score -449301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -449302.031250 Penalty: 2701.364258
	Iteration 57Q: 3 clusters Score -449302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -449302.937500 Penalty: 2701.364258
	Iteration 58Q: 3 clusters Score -449302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -449303.718750 Penalty: 2701.364258
	Iteration 59Q: 3 clusters Score -449303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -449305.593750 Penalty: 2701.364258
	Iteration 60F: 3 clusters Score -449305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -449306.437500 Penalty: 2701.364258
	Iteration 61Q: 3 clusters Score -449306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -449308.937500 Penalty: 2701.364258
	Iteration 62Q: 3 clusters Score -449308.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -449313.968750 Penalty: 2701.364258
	Iteration 63Q: 3 clusters Score -449314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -449315.906250 Penalty: 2701.364258
	Iteration 64Q: 3 clusters Score -449315.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -449317.781250 Penalty: 2701.364258
	Iteration 65Q: 3 clusters Score -449317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -449319.406250 Penalty: 2701.364258
	Iteration 66Q: 3 clusters Score -449319.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -449322.062500 Penalty: 2701.364258
	Iteration 67Q: 3 clusters Score -449322.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -449322.843750 Penalty: 2701.364258
	Iteration 68Q: 3 clusters Score -449322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -449324.125000 Penalty: 2701.364258
	Iteration 69Q: 3 clusters Score -449324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -449324.843750 Penalty: 2701.364258
	Iteration 70Q: 3 clusters Score -449324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -449324.750000 Penalty: 2701.364258
	Iteration 71Q: 3 clusters Score -449324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -449327.406250 Penalty: 2701.364258
	Iteration 72Q: 3 clusters Score -449327.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -449332.187500 Penalty: 2701.364258
	Iteration 73Q: 3 clusters Score -449332.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -449335.468750 Penalty: 2701.364258
	Iteration 74Q: 3 clusters Score -449335.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -449338.375000 Penalty: 2701.364258
	Iteration 75Q: 3 clusters Score -449338.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -449340.718750 Penalty: 2701.364258
	Iteration 76Q: 3 clusters Score -449340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -449341.937500 Penalty: 2701.364258
	Iteration 77Q: 3 clusters Score -449341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -449343.375000 Penalty: 2701.364258
	Iteration 78Q: 3 clusters Score -449343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -449344.875000 Penalty: 2701.364258
	Iteration 79Q: 3 clusters Score -449344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -449344.875000 Penalty: 2701.364258
	Iteration 80F: 3 clusters Score -449344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -449345.562500 Penalty: 2701.364258
	Iteration 81Q: 3 clusters Score -449345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -449346.468750 Penalty: 2701.364258
	Iteration 82Q: 3 clusters Score -449346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -449346.750000 Penalty: 2701.364258
	Iteration 83Q: 3 clusters Score -449346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -449347.218750 Penalty: 2701.364258
	Iteration 84Q: 3 clusters Score -449347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -449347.218750 Penalty: 2701.364258
	Iteration 85F: 3 clusters Score -449347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Entering Unmasked Estep 
Score: -1279182.375000 Penalty: 1517.572754
	Iteration 0F: 2 clusters Score -1279182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1271127.250000 Penalty: 3035.145508
	Iteration 0F: 3 clusters Score -1271127 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1273907.250000 Penalty: 3035.145508
	Iteration 1F: 3 clusters Score -1273907 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1274414.750000 Penalty: 3035.145508
	Iteration 2F: 3 clusters Score -1274415 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1274997.500000 Penalty: 3035.145508
	Iteration 3F: 3 clusters Score -1274998 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1275620.000000 Penalty: 3035.145508
	Iteration 4F: 3 clusters Score -1275620 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1276241.250000 Penalty: 3035.145508
	Iteration 5F: 3 clusters Score -1276241 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1276829.250000 Penalty: 3035.145508
	Iteration 6F: 3 clusters Score -1276829 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1277267.125000 Penalty: 3035.145508
	Iteration 7Q: 3 clusters Score -1277267 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1277578.500000 Penalty: 3035.145508
	Iteration 8Q: 3 clusters Score -1277578 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1277820.750000 Penalty: 3035.145508
	Iteration 9Q: 3 clusters Score -1277821 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1277996.250000 Penalty: 3035.145508
	Iteration 10Q: 3 clusters Score -1277996 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1278106.750000 Penalty: 3035.145508
	Iteration 11Q: 3 clusters Score -1278107 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1278178.125000 Penalty: 3035.145508
	Iteration 12Q: 3 clusters Score -1278178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1278218.500000 Penalty: 3035.145508
	Iteration 13Q: 3 clusters Score -1278218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1278252.125000 Penalty: 3035.145508
	Iteration 14Q: 3 clusters Score -1278252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1278268.375000 Penalty: 3035.145508
	Iteration 15Q: 3 clusters Score -1278268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1278278.375000 Penalty: 3035.145508
	Iteration 16Q: 3 clusters Score -1278278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1278292.500000 Penalty: 3035.145508
	Iteration 17Q: 3 clusters Score -1278292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1278313.125000 Penalty: 3035.145508
	Iteration 18Q: 3 clusters Score -1278313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1278327.375000 Penalty: 3035.145508
	Iteration 19Q: 3 clusters Score -1278327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1278346.625000 Penalty: 3035.145508
	Iteration 20F: 3 clusters Score -1278347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1278355.000000 Penalty: 3035.145508
	Iteration 21Q: 3 clusters Score -1278355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1278363.375000 Penalty: 3035.145508
	Iteration 22Q: 3 clusters Score -1278363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1278363.375000 Penalty: 3035.145508
	Iteration 23Q: 3 clusters Score -1278363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1278372.000000 Penalty: 3035.145508
	Iteration 24Q: 3 clusters Score -1278372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1278380.375000 Penalty: 3035.145508
	Iteration 25Q: 3 clusters Score -1278380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1278388.250000 Penalty: 3035.145508
	Iteration 26Q: 3 clusters Score -1278388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1278396.875000 Penalty: 3035.145508
	Iteration 27Q: 3 clusters Score -1278397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1278401.375000 Penalty: 3035.145508
	Iteration 28Q: 3 clusters Score -1278401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1278407.250000 Penalty: 3035.145508
	Iteration 29Q: 3 clusters Score -1278407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1278414.500000 Penalty: 3035.145508
	Iteration 30Q: 3 clusters Score -1278414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1278420.250000 Penalty: 3035.145508
	Iteration 31Q: 3 clusters Score -1278420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1278425.625000 Penalty: 3035.145508
	Iteration 32Q: 3 clusters Score -1278426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1278428.000000 Penalty: 3035.145508
	Iteration 33Q: 3 clusters Score -1278428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1278428.000000 Penalty: 3035.145508
	Iteration 34F: 3 clusters Score -1278428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -702481.562500 Penalty: 1429.724365
	Iteration 0F: 2 clusters Score -702481.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -697493.312500 Penalty: 2859.448730
	Iteration 0F: 3 clusters Score -697493.3 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -698987.812500 Penalty: 2859.448730
	Iteration 1F: 3 clusters Score -698987.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -699334.375000 Penalty: 2859.448730
	Iteration 2F: 3 clusters Score -699334.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -699730.750000 Penalty: 2859.448730
	Iteration 3F: 3 clusters Score -699730.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -700189.125000 Penalty: 2859.448730
	Iteration 4F: 3 clusters Score -700189.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -700656.125000 Penalty: 2859.448730
	Iteration 5F: 3 clusters Score -700656.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -701071.500000 Penalty: 2859.448730
	Iteration 6F: 3 clusters Score -701071.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -701361.312500 Penalty: 2859.448730
	Iteration 7F: 3 clusters Score -701361.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -701556.687500 Penalty: 2859.448730
	Iteration 8Q: 3 clusters Score -701556.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -701706.062500 Penalty: 2859.448730
	Iteration 9Q: 3 clusters Score -701706.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -701830.000000 Penalty: 2859.448730
	Iteration 10Q: 3 clusters Score -701830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -701914.687500 Penalty: 2859.448730
	Iteration 11Q: 3 clusters Score -701914.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -701973.375000 Penalty: 2859.448730
	Iteration 12Q: 3 clusters Score -701973.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -702024.687500 Penalty: 2859.448730
	Iteration 13Q: 3 clusters Score -702024.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -702055.125000 Penalty: 2859.448730
	Iteration 14Q: 3 clusters Score -702055.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -702085.187500 Penalty: 2859.448730
	Iteration 15Q: 3 clusters Score -702085.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -702109.250000 Penalty: 2859.448730
	Iteration 16Q: 3 clusters Score -702109.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -702124.937500 Penalty: 2859.448730
	Iteration 17Q: 3 clusters Score -702124.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -702136.625000 Penalty: 2859.448730
	Iteration 18Q: 3 clusters Score -702136.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -702137.875000 Penalty: 2859.448730
	Iteration 19Q: 3 clusters Score -702137.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -702142.625000 Penalty: 2859.448730
	Iteration 20F: 3 clusters Score -702142.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -702146.937500 Penalty: 2859.448730
	Iteration 21Q: 3 clusters Score -702146.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -702154.750000 Penalty: 2859.448730
	Iteration 22Q: 3 clusters Score -702154.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -702161.187500 Penalty: 2859.448730
	Iteration 23Q: 3 clusters Score -702161.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -702165.937500 Penalty: 2859.448730
	Iteration 24Q: 3 clusters Score -702165.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -702172.750000 Penalty: 2859.448730
	Iteration 25Q: 3 clusters Score -702172.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -702181.312500 Penalty: 2859.448730
	Iteration 26Q: 3 clusters Score -702181.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -702193.562500 Penalty: 2859.448730
	Iteration 27Q: 3 clusters Score -702193.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -702202.062500 Penalty: 2859.448730
	Iteration 28Q: 3 clusters Score -702202.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -702221.500000 Penalty: 2859.448730
	Iteration 29Q: 3 clusters Score -702221.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -702259.562500 Penalty: 2859.448730
	Iteration 30Q: 3 clusters Score -702259.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -702286.062500 Penalty: 2859.448730
	Iteration 31Q: 3 clusters Score -702286.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -702302.562500 Penalty: 2859.448730
	Iteration 32Q: 3 clusters Score -702302.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -702312.875000 Penalty: 2859.448730
	Iteration 33Q: 3 clusters Score -702312.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -702321.250000 Penalty: 2859.448730
	Iteration 34Q: 3 clusters Score -702321.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -702324.750000 Penalty: 2859.448730
	Iteration 35Q: 3 clusters Score -702324.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -702328.437500 Penalty: 2859.448730
	Iteration 36Q: 3 clusters Score -702328.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -702330.562500 Penalty: 2859.448730
	Iteration 37Q: 3 clusters Score -702330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -702332.937500 Penalty: 2859.448730
	Iteration 38Q: 3 clusters Score -702332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -702333.125000 Penalty: 2859.448730
	Iteration 39Q: 3 clusters Score -702333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -702334.562500 Penalty: 2859.448730
	Iteration 40F: 3 clusters Score -702334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -702336.500000 Penalty: 2859.448730
	Iteration 41Q: 3 clusters Score -702336.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -702336.500000 Penalty: 2859.448730
	Iteration 42F: 3 clusters Score -702336.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Entering Unmasked Estep 
Score: -924785.250000 Penalty: 1471.527954
	Iteration 0F: 2 clusters Score -924785.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -918642.750000 Penalty: 2943.055908
	Iteration 0F: 3 clusters Score -918642.8 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -921138.562500 Penalty: 2943.055908
	Iteration 1F: 3 clusters Score -921138.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -921945.187500 Penalty: 2943.055908
	Iteration 2F: 3 clusters Score -921945.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -922623.062500 Penalty: 2943.055908
	Iteration 3F: 3 clusters Score -922623.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -923138.937500 Penalty: 2943.055908
	Iteration 4F: 3 clusters Score -923138.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -923470.125000 Penalty: 2943.055908
	Iteration 5F: 3 clusters Score -923470.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -923671.562500 Penalty: 2943.055908
	Iteration 6Q: 3 clusters Score -923671.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -923815.687500 Penalty: 2943.055908
	Iteration 7Q: 3 clusters Score -923815.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -923932.062500 Penalty: 2943.055908
	Iteration 8Q: 3 clusters Score -923932.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -924045.062500 Penalty: 2943.055908
	Iteration 9Q: 3 clusters Score -924045.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -924129.750000 Penalty: 2943.055908
	Iteration 10Q: 3 clusters Score -924129.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -924214.625000 Penalty: 2943.055908
	Iteration 11Q: 3 clusters Score -924214.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -924280.125000 Penalty: 2943.055908
	Iteration 12Q: 3 clusters Score -924280.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -924327.500000 Penalty: 2943.055908
	Iteration 13Q: 3 clusters Score -924327.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -924363.875000 Penalty: 2943.055908
	Iteration 14Q: 3 clusters Score -924363.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -924389.750000 Penalty: 2943.055908
	Iteration 15Q: 3 clusters Score -924389.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -924414.562500 Penalty: 2943.055908
	Iteration 16Q: 3 clusters Score -924414.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -924430.937500 Penalty: 2943.055908
	Iteration 17Q: 3 clusters Score -924430.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -924444.500000 Penalty: 2943.055908
	Iteration 18Q: 3 clusters Score -924444.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -924452.750000 Penalty: 2943.055908
	Iteration 19Q: 3 clusters Score -924452.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -924461.562500 Penalty: 2943.055908
	Iteration 20F: 3 clusters Score -924461.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -924469.125000 Penalty: 2943.055908
	Iteration 21Q: 3 clusters Score -924469.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -924478.000000 Penalty: 2943.055908
	Iteration 22Q: 3 clusters Score -924478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -924486.500000 Penalty: 2943.055908
	Iteration 23Q: 3 clusters Score -924486.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -924497.250000 Penalty: 2943.055908
	Iteration 24Q: 3 clusters Score -924497.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -924503.062500 Penalty: 2943.055908
	Iteration 25Q: 3 clusters Score -924503.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -924512.437500 Penalty: 2943.055908
	Iteration 26Q: 3 clusters Score -924512.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -924535.187500 Penalty: 2943.055908
	Iteration 27Q: 3 clusters Score -924535.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -924553.625000 Penalty: 2943.055908
	Iteration 28Q: 3 clusters Score -924553.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -924563.562500 Penalty: 2943.055908
	Iteration 29Q: 3 clusters Score -924563.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -924573.375000 Penalty: 2943.055908
	Iteration 30Q: 3 clusters Score -924573.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -924583.375000 Penalty: 2943.055908
	Iteration 31Q: 3 clusters Score -924583.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -924594.625000 Penalty: 2943.055908
	Iteration 32Q: 3 clusters Score -924594.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -924603.937500 Penalty: 2943.055908
	Iteration 33Q: 3 clusters Score -924603.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -924609.375000 Penalty: 2943.055908
	Iteration 34Q: 3 clusters Score -924609.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -924620.562500 Penalty: 2943.055908
	Iteration 35Q: 3 clusters Score -924620.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -924627.625000 Penalty: 2943.055908
	Iteration 36Q: 3 clusters Score -924627.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -924630.062500 Penalty: 2943.055908
	Iteration 37Q: 3 clusters Score -924630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -924634.000000 Penalty: 2943.055908
	Iteration 38Q: 3 clusters Score -924634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -924633.812500 Penalty: 2943.055908
	Iteration 39Q: 3 clusters Score -924633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -924636.875000 Penalty: 2943.055908
	Iteration 40F: 3 clusters Score -924636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -924639.750000 Penalty: 2943.055908
	Iteration 41Q: 3 clusters Score -924639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -924642.562500 Penalty: 2943.055908
	Iteration 42Q: 3 clusters Score -924642.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -924643.562500 Penalty: 2943.055908
	Iteration 43Q: 3 clusters Score -924643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -924643.000000 Penalty: 2943.055908
	Iteration 44Q: 3 clusters Score -924643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -924643.625000 Penalty: 2943.055908
	Iteration 45Q: 3 clusters Score -924643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -924645.312500 Penalty: 2943.055908
	Iteration 46Q: 3 clusters Score -924645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -924645.625000 Penalty: 2943.055908
	Iteration 47Q: 3 clusters Score -924645.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -924647.062500 Penalty: 2943.055908
	Iteration 48Q: 3 clusters Score -924647.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -924648.750000 Penalty: 2943.055908
	Iteration 49Q: 3 clusters Score -924648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -924649.312500 Penalty: 2943.055908
	Iteration 50Q: 3 clusters Score -924649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -924649.625000 Penalty: 2943.055908
	Iteration 51Q: 3 clusters Score -924649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -924649.875000 Penalty: 2943.055908
	Iteration 52Q: 3 clusters Score -924649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -924650.750000 Penalty: 2943.055908
	Iteration 53Q: 3 clusters Score -924650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -924654.187500 Penalty: 2943.055908
	Iteration 54Q: 3 clusters Score -924654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -924653.187500 Penalty: 2943.055908
	Iteration 55Q: 3 clusters Score -924653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -924655.250000 Penalty: 2943.055908
	Iteration 56Q: 3 clusters Score -924655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -924655.062500 Penalty: 2943.055908
	Iteration 57Q: 3 clusters Score -924655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -924656.312500 Penalty: 2943.055908
	Iteration 58Q: 3 clusters Score -924656.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -924656.937500 Penalty: 2943.055908
	Iteration 59Q: 3 clusters Score -924656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -924657.562500 Penalty: 2943.055908
	Iteration 60F: 3 clusters Score -924657.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -924658.312500 Penalty: 2943.055908
	Iteration 61Q: 3 clusters Score -924658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -924658.312500 Penalty: 2943.055908
	Iteration 62F: 3 clusters Score -924658.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -454292.437500 Penalty: 1352.783447
	Iteration 0F: 2 clusters Score -454292.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -450847.500000 Penalty: 2705.566895
	Iteration 0F: 3 clusters Score -450847.5 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -451739.156250 Penalty: 2705.566895
	Iteration 1F: 3 clusters Score -451739.2 nChanged 274
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: -451879.562500 Penalty: 2705.566895
	Iteration 2F: 3 clusters Score -451879.6 nChanged 184
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: -451972.562500 Penalty: 2705.566895
	Iteration 3Q: 3 clusters Score -451972.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -452052.406250 Penalty: 2705.566895
	Iteration 4Q: 3 clusters Score -452052.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -452125.718750 Penalty: 2705.566895
	Iteration 5Q: 3 clusters Score -452125.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -452187.375000 Penalty: 2705.566895
	Iteration 6Q: 3 clusters Score -452187.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -452233.406250 Penalty: 2705.566895
	Iteration 7Q: 3 clusters Score -452233.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -452277.843750 Penalty: 2705.566895
	Iteration 8Q: 3 clusters Score -452277.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -452327.468750 Penalty: 2705.566895
	Iteration 9Q: 3 clusters Score -452327.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -452372.187500 Penalty: 2705.566895
	Iteration 10Q: 3 clusters Score -452372.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -452426.843750 Penalty: 2705.566895
	Iteration 11Q: 3 clusters Score -452426.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -452475.375000 Penalty: 2705.566895
	Iteration 12Q: 3 clusters Score -452475.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -452523.687500 Penalty: 2705.566895
	Iteration 13Q: 3 clusters Score -452523.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -452570.500000 Penalty: 2705.566895
	Iteration 14Q: 3 clusters Score -452570.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -452627.312500 Penalty: 2705.566895
	Iteration 15Q: 3 clusters Score -452627.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -452688.375000 Penalty: 2705.566895
	Iteration 16Q: 3 clusters Score -452688.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -452757.250000 Penalty: 2705.566895
	Iteration 17Q: 3 clusters Score -452757.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -452833.531250 Penalty: 2705.566895
	Iteration 18Q: 3 clusters Score -452833.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -452896.875000 Penalty: 2705.566895
	Iteration 19Q: 3 clusters Score -452896.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -452946.750000 Penalty: 2705.566895
	Iteration 20F: 3 clusters Score -452946.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -452982.781250 Penalty: 2705.566895
	Iteration 21Q: 3 clusters Score -452982.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -453017.843750 Penalty: 2705.566895
	Iteration 22Q: 3 clusters Score -453017.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -453044.375000 Penalty: 2705.566895
	Iteration 23Q: 3 clusters Score -453044.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -453061.000000 Penalty: 2705.566895
	Iteration 24Q: 3 clusters Score -453061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -453074.062500 Penalty: 2705.566895
	Iteration 25Q: 3 clusters Score -453074.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -453089.218750 Penalty: 2705.566895
	Iteration 26Q: 3 clusters Score -453089.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -453102.093750 Penalty: 2705.566895
	Iteration 27Q: 3 clusters Score -453102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -453116.156250 Penalty: 2705.566895
	Iteration 28Q: 3 clusters Score -453116.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -453126.875000 Penalty: 2705.566895
	Iteration 29Q: 3 clusters Score -453126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -453129.531250 Penalty: 2705.566895
	Iteration 30Q: 3 clusters Score -453129.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -453132.718750 Penalty: 2705.566895
	Iteration 31Q: 3 clusters Score -453132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -453133.218750 Penalty: 2705.566895
	Iteration 32Q: 3 clusters Score -453133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -453133.218750 Penalty: 2705.566895
	Iteration 33F: 3 clusters Score -453133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Entering Unmasked Estep 
Score: -381662.218750 Penalty: 1322.990723
	Iteration 0F: 2 clusters Score -381662.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -378623.281250 Penalty: 2645.981445
	Iteration 0F: 3 clusters Score -378623.3 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -379416.968750 Penalty: 2645.981445
	Iteration 1F: 3 clusters Score -379417 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -379646.531250 Penalty: 2645.981445
	Iteration 2F: 3 clusters Score -379646.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -379842.468750 Penalty: 2645.981445
	Iteration 3F: 3 clusters Score -379842.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -380019.000000 Penalty: 2645.981445
	Iteration 4F: 3 clusters Score -380019 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -380170.593750 Penalty: 2645.981445
	Iteration 5F: 3 clusters Score -380170.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -380297.593750 Penalty: 2645.981445
	Iteration 6Q: 3 clusters Score -380297.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -380395.968750 Penalty: 2645.981445
	Iteration 7Q: 3 clusters Score -380396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -380452.750000 Penalty: 2645.981445
	Iteration 8Q: 3 clusters Score -380452.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -380491.250000 Penalty: 2645.981445
	Iteration 9Q: 3 clusters Score -380491.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -380515.406250 Penalty: 2645.981445
	Iteration 10Q: 3 clusters Score -380515.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -380536.093750 Penalty: 2645.981445
	Iteration 11Q: 3 clusters Score -380536.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -380557.000000 Penalty: 2645.981445
	Iteration 12Q: 3 clusters Score -380557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -380567.531250 Penalty: 2645.981445
	Iteration 13Q: 3 clusters Score -380567.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -380577.093750 Penalty: 2645.981445
	Iteration 14Q: 3 clusters Score -380577.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -380582.500000 Penalty: 2645.981445
	Iteration 15Q: 3 clusters Score -380582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -380585.687500 Penalty: 2645.981445
	Iteration 16Q: 3 clusters Score -380585.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -380588.812500 Penalty: 2645.981445
	Iteration 17Q: 3 clusters Score -380588.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -380593.531250 Penalty: 2645.981445
	Iteration 18Q: 3 clusters Score -380593.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -380598.125000 Penalty: 2645.981445
	Iteration 19Q: 3 clusters Score -380598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -380601.406250 Penalty: 2645.981445
	Iteration 20F: 3 clusters Score -380601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -380606.031250 Penalty: 2645.981445
	Iteration 21Q: 3 clusters Score -380606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -380609.406250 Penalty: 2645.981445
	Iteration 22Q: 3 clusters Score -380609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -380612.875000 Penalty: 2645.981445
	Iteration 23Q: 3 clusters Score -380612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -380615.000000 Penalty: 2645.981445
	Iteration 24Q: 3 clusters Score -380615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -380617.656250 Penalty: 2645.981445
	Iteration 25Q: 3 clusters Score -380617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -380617.718750 Penalty: 2645.981445
	Iteration 26Q: 3 clusters Score -380617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -380618.437500 Penalty: 2645.981445
	Iteration 27Q: 3 clusters Score -380618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -380619.500000 Penalty: 2645.981445
	Iteration 28Q: 3 clusters Score -380619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -380620.281250 Penalty: 2645.981445
	Iteration 29Q: 3 clusters Score -380620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -380620.281250 Penalty: 2645.981445
	Iteration 30F: 3 clusters Score -380620.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -4305639.500000 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -4305640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4279842.500000 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -4279842 nChanged 17952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4289905.000000 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -4289905 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4290361.500000 Penalty: 3430.198730
	Iteration 2Q: 3 clusters Score -4290362 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4290782.500000 Penalty: 3430.198730
	Iteration 3Q: 3 clusters Score -4290782 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4291206.000000 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -4291206 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4291665.500000 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -4291666 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4292177.000000 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -4292177 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4292721.500000 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -4292722 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -4293364.500000 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -4293364 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4294080.000000 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -4294080 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -4294968.500000 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -4294968 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4296152.000000 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -4296152 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -4297557.000000 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -4297557 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -4299216.000000 Penalty: 3430.198730
	Iteration 13F: 3 clusters Score -4299216 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -4300737.500000 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -4300738 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4301660.000000 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -4301660 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -4302103.000000 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -4302103 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4302405.000000 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -4302405 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -4302597.000000 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -4302597 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -4302778.500000 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -4302778 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4302894.500000 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -4302894 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -4302997.500000 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -4302998 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -4303077.500000 Penalty: 3430.198730
	Iteration 22Q: 3 clusters Score -4303078 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -4303148.000000 Penalty: 3430.198730
	Iteration 23Q: 3 clusters Score -4303148 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -4303207.000000 Penalty: 3430.198730
	Iteration 24Q: 3 clusters Score -4303207 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4303266.500000 Penalty: 3430.198730
	Iteration 25Q: 3 clusters Score -4303266 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -4303314.000000 Penalty: 3430.198730
	Iteration 26Q: 3 clusters Score -4303314 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4303362.000000 Penalty: 3430.198730
	Iteration 27Q: 3 clusters Score -4303362 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4303421.000000 Penalty: 3430.198730
	Iteration 28Q: 3 clusters Score -4303421 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4303456.000000 Penalty: 3430.198730
	Iteration 29Q: 3 clusters Score -4303456 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -4303492.500000 Penalty: 3430.198730
	Iteration 30Q: 3 clusters Score -4303492 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4303512.500000 Penalty: 3430.198730
	Iteration 31Q: 3 clusters Score -4303512 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4303549.500000 Penalty: 3430.198730
	Iteration 32Q: 3 clusters Score -4303550 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4303561.500000 Penalty: 3430.198730
	Iteration 33Q: 3 clusters Score -4303562 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4303588.000000 Penalty: 3430.198730
	Iteration 34Q: 3 clusters Score -4303588 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -4303604.000000 Penalty: 3430.198730
	Iteration 35Q: 3 clusters Score -4303604 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -4303630.000000 Penalty: 3430.198730
	Iteration 36Q: 3 clusters Score -4303630 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4303664.500000 Penalty: 3430.198730
	Iteration 37Q: 3 clusters Score -4303664 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4303712.000000 Penalty: 3430.198730
	Iteration 38Q: 3 clusters Score -4303712 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4303749.000000 Penalty: 3430.198730
	Iteration 39Q: 3 clusters Score -4303749 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -4303789.000000 Penalty: 3430.198730
	Iteration 40F: 3 clusters Score -4303789 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4303833.500000 Penalty: 3430.198730
	Iteration 41Q: 3 clusters Score -4303834 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -4303873.000000 Penalty: 3430.198730
	Iteration 42Q: 3 clusters Score -4303873 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -4303910.500000 Penalty: 3430.198730
	Iteration 43Q: 3 clusters Score -4303910 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -4303955.500000 Penalty: 3430.198730
	Iteration 44Q: 3 clusters Score -4303956 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4304008.000000 Penalty: 3430.198730
	Iteration 45Q: 3 clusters Score -4304008 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4304054.000000 Penalty: 3430.198730
	Iteration 46Q: 3 clusters Score -4304054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4304122.500000 Penalty: 3430.198730
	Iteration 47Q: 3 clusters Score -4304122 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4304140.500000 Penalty: 3430.198730
	Iteration 48Q: 3 clusters Score -4304140 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -4304182.000000 Penalty: 3430.198730
	Iteration 49Q: 3 clusters Score -4304182 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4304237.000000 Penalty: 3430.198730
	Iteration 50Q: 3 clusters Score -4304237 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4304258.000000 Penalty: 3430.198730
	Iteration 51Q: 3 clusters Score -4304258 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4304300.500000 Penalty: 3430.198730
	Iteration 52Q: 3 clusters Score -4304300 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -4304336.000000 Penalty: 3430.198730
	Iteration 53Q: 3 clusters Score -4304336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4304354.000000 Penalty: 3430.198730
	Iteration 54Q: 3 clusters Score -4304354 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4304415.000000 Penalty: 3430.198730
	Iteration 55Q: 3 clusters Score -4304415 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4304425.500000 Penalty: 3430.198730
	Iteration 56Q: 3 clusters Score -4304426 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4304442.500000 Penalty: 3430.198730
	Iteration 57Q: 3 clusters Score -4304442 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4304453.500000 Penalty: 3430.198730
	Iteration 58Q: 3 clusters Score -4304454 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4304463.500000 Penalty: 3430.198730
	Iteration 59Q: 3 clusters Score -4304464 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4304478.000000 Penalty: 3430.198730
	Iteration 60F: 3 clusters Score -4304478 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -4304503.500000 Penalty: 3430.198730
	Iteration 61Q: 3 clusters Score -4304504 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -4304516.500000 Penalty: 3430.198730
	Iteration 62Q: 3 clusters Score -4304516 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -4304514.500000 Penalty: 3430.198730
	Iteration 63Q: 3 clusters Score -4304514 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -4304528.500000 Penalty: 3430.198730
	Iteration 64Q: 3 clusters Score -4304528 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4304545.000000 Penalty: 3430.198730
	Iteration 65Q: 3 clusters Score -4304545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4304552.000000 Penalty: 3430.198730
	Iteration 66Q: 3 clusters Score -4304552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4304545.500000 Penalty: 3430.198730
	Iteration 67Q: 3 clusters Score -4304546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -4304547.000000 Penalty: 3430.198730
	Iteration 68Q: 3 clusters Score -4304547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -4304561.000000 Penalty: 3430.198730
	Iteration 69Q: 3 clusters Score -4304561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4304564.500000 Penalty: 3430.198730
	Iteration 70Q: 3 clusters Score -4304564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -4304563.000000 Penalty: 3430.198730
	Iteration 71Q: 3 clusters Score -4304563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4304574.500000 Penalty: 3430.198730
	Iteration 72Q: 3 clusters Score -4304574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -4304573.500000 Penalty: 3430.198730
	Iteration 73Q: 3 clusters Score -4304574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4304576.000000 Penalty: 3430.198730
	Iteration 74Q: 3 clusters Score -4304576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -4304577.000000 Penalty: 3430.198730
	Iteration 75Q: 3 clusters Score -4304577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -4304577.000000 Penalty: 3430.198730
	Iteration 76Q: 3 clusters Score -4304577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4304579.500000 Penalty: 3430.198730
	Iteration 77Q: 3 clusters Score -4304580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -4304586.000000 Penalty: 3430.198730
	Iteration 78Q: 3 clusters Score -4304586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -4304585.500000 Penalty: 3430.198730
	Iteration 79Q: 3 clusters Score -4304586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -4304579.000000 Penalty: 3430.198730
	Iteration 80F: 3 clusters Score -4304579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4304573.500000 Penalty: 3430.198730
	Iteration 81Q: 3 clusters Score -4304574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -4304576.500000 Penalty: 3430.198730
	Iteration 82Q: 3 clusters Score -4304576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4304577.000000 Penalty: 3430.198730
	Iteration 83Q: 3 clusters Score -4304577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -4304590.500000 Penalty: 3430.198730
	Iteration 84Q: 3 clusters Score -4304590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -4304587.000000 Penalty: 3430.198730
	Iteration 85Q: 3 clusters Score -4304587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4304582.500000 Penalty: 3430.198730
	Iteration 86Q: 3 clusters Score -4304582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4304591.000000 Penalty: 3430.198730
	Iteration 87Q: 3 clusters Score -4304591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4304585.500000 Penalty: 3430.198730
	Iteration 88Q: 3 clusters Score -4304586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4304583.500000 Penalty: 3430.198730
	Iteration 89Q: 3 clusters Score -4304584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -4304584.000000 Penalty: 3430.198730
	Iteration 90Q: 3 clusters Score -4304584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -4304587.000000 Penalty: 3430.198730
	Iteration 91Q: 3 clusters Score -4304587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4304586.000000 Penalty: 3430.198730
	Iteration 92Q: 3 clusters Score -4304586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4304586.000000 Penalty: 3430.198730
	Iteration 93Q: 3 clusters Score -4304586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4304586.000000 Penalty: 3430.198730
	Iteration 94F: 3 clusters Score -4304586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Entering Unmasked Estep 
Score: -2484714.000000 Penalty: 1625.512207
	Iteration 0F: 2 clusters Score -2484714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2469663.500000 Penalty: 3251.024414
	Iteration 0F: 3 clusters Score -2469664 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2475137.250000 Penalty: 3251.024414
	Iteration 1F: 3 clusters Score -2475137 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2475560.000000 Penalty: 3251.024414
	Iteration 2Q: 3 clusters Score -2475560 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2475988.500000 Penalty: 3251.024414
	Iteration 3Q: 3 clusters Score -2475988 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2476593.500000 Penalty: 3251.024414
	Iteration 4Q: 3 clusters Score -2476594 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2477403.750000 Penalty: 3251.024414
	Iteration 5F: 3 clusters Score -2477404 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2478486.500000 Penalty: 3251.024414
	Iteration 6F: 3 clusters Score -2478486 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2479624.750000 Penalty: 3251.024414
	Iteration 7F: 3 clusters Score -2479625 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2480597.000000 Penalty: 3251.024414
	Iteration 8F: 3 clusters Score -2480597 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2481260.250000 Penalty: 3251.024414
	Iteration 9F: 3 clusters Score -2481260 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2481660.250000 Penalty: 3251.024414
	Iteration 10Q: 3 clusters Score -2481660 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2481873.500000 Penalty: 3251.024414
	Iteration 11Q: 3 clusters Score -2481874 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2482025.500000 Penalty: 3251.024414
	Iteration 12Q: 3 clusters Score -2482026 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2482138.750000 Penalty: 3251.024414
	Iteration 13Q: 3 clusters Score -2482139 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2482223.500000 Penalty: 3251.024414
	Iteration 14Q: 3 clusters Score -2482224 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2482320.000000 Penalty: 3251.024414
	Iteration 15Q: 3 clusters Score -2482320 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2482399.500000 Penalty: 3251.024414
	Iteration 16Q: 3 clusters Score -2482400 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2482460.750000 Penalty: 3251.024414
	Iteration 17Q: 3 clusters Score -2482461 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2482535.750000 Penalty: 3251.024414
	Iteration 18Q: 3 clusters Score -2482536 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2482583.500000 Penalty: 3251.024414
	Iteration 19Q: 3 clusters Score -2482584 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2482622.250000 Penalty: 3251.024414
	Iteration 20F: 3 clusters Score -2482622 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2482655.750000 Penalty: 3251.024414
	Iteration 21Q: 3 clusters Score -2482656 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2482695.500000 Penalty: 3251.024414
	Iteration 22Q: 3 clusters Score -2482696 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2482735.500000 Penalty: 3251.024414
	Iteration 23Q: 3 clusters Score -2482736 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2482771.250000 Penalty: 3251.024414
	Iteration 24Q: 3 clusters Score -2482771 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2482821.500000 Penalty: 3251.024414
	Iteration 25Q: 3 clusters Score -2482822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2482858.250000 Penalty: 3251.024414
	Iteration 26Q: 3 clusters Score -2482858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2482912.250000 Penalty: 3251.024414
	Iteration 27Q: 3 clusters Score -2482912 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2482947.250000 Penalty: 3251.024414
	Iteration 28Q: 3 clusters Score -2482947 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2482999.250000 Penalty: 3251.024414
	Iteration 29Q: 3 clusters Score -2482999 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2483038.000000 Penalty: 3251.024414
	Iteration 30Q: 3 clusters Score -2483038 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2483090.250000 Penalty: 3251.024414
	Iteration 31Q: 3 clusters Score -2483090 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2483127.500000 Penalty: 3251.024414
	Iteration 32Q: 3 clusters Score -2483128 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2483174.000000 Penalty: 3251.024414
	Iteration 33Q: 3 clusters Score -2483174 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2483201.750000 Penalty: 3251.024414
	Iteration 34Q: 3 clusters Score -2483202 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2483222.750000 Penalty: 3251.024414
	Iteration 35Q: 3 clusters Score -2483223 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2483246.250000 Penalty: 3251.024414
	Iteration 36Q: 3 clusters Score -2483246 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2483281.000000 Penalty: 3251.024414
	Iteration 37Q: 3 clusters Score -2483281 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2483310.500000 Penalty: 3251.024414
	Iteration 38Q: 3 clusters Score -2483310 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2483340.000000 Penalty: 3251.024414
	Iteration 39Q: 3 clusters Score -2483340 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2483383.500000 Penalty: 3251.024414
	Iteration 40F: 3 clusters Score -2483384 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2483438.500000 Penalty: 3251.024414
	Iteration 41Q: 3 clusters Score -2483438 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2483481.500000 Penalty: 3251.024414
	Iteration 42Q: 3 clusters Score -2483482 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2483529.750000 Penalty: 3251.024414
	Iteration 43Q: 3 clusters Score -2483530 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2483576.250000 Penalty: 3251.024414
	Iteration 44Q: 3 clusters Score -2483576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2483615.500000 Penalty: 3251.024414
	Iteration 45Q: 3 clusters Score -2483616 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2483670.000000 Penalty: 3251.024414
	Iteration 46Q: 3 clusters Score -2483670 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2483731.000000 Penalty: 3251.024414
	Iteration 47Q: 3 clusters Score -2483731 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2483800.500000 Penalty: 3251.024414
	Iteration 48Q: 3 clusters Score -2483800 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2483856.750000 Penalty: 3251.024414
	Iteration 49Q: 3 clusters Score -2483857 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2483918.750000 Penalty: 3251.024414
	Iteration 50Q: 3 clusters Score -2483919 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2483967.000000 Penalty: 3251.024414
	Iteration 51Q: 3 clusters Score -2483967 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2484007.500000 Penalty: 3251.024414
	Iteration 52Q: 3 clusters Score -2484008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2484033.500000 Penalty: 3251.024414
	Iteration 53Q: 3 clusters Score -2484034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2484071.250000 Penalty: 3251.024414
	Iteration 54Q: 3 clusters Score -2484071 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2484110.500000 Penalty: 3251.024414
	Iteration 55Q: 3 clusters Score -2484110 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2484141.500000 Penalty: 3251.024414
	Iteration 56Q: 3 clusters Score -2484142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2484170.250000 Penalty: 3251.024414
	Iteration 57Q: 3 clusters Score -2484170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2484195.250000 Penalty: 3251.024414
	Iteration 58Q: 3 clusters Score -2484195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2484198.250000 Penalty: 3251.024414
	Iteration 59Q: 3 clusters Score -2484198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2484211.750000 Penalty: 3251.024414
	Iteration 60F: 3 clusters Score -2484212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2484220.000000 Penalty: 3251.024414
	Iteration 61Q: 3 clusters Score -2484220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2484227.500000 Penalty: 3251.024414
	Iteration 62Q: 3 clusters Score -2484228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2484244.250000 Penalty: 3251.024414
	Iteration 63Q: 3 clusters Score -2484244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2484248.750000 Penalty: 3251.024414
	Iteration 64Q: 3 clusters Score -2484249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2484251.500000 Penalty: 3251.024414
	Iteration 65Q: 3 clusters Score -2484252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2484260.000000 Penalty: 3251.024414
	Iteration 66Q: 3 clusters Score -2484260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2484262.250000 Penalty: 3251.024414
	Iteration 67Q: 3 clusters Score -2484262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2484268.250000 Penalty: 3251.024414
	Iteration 68Q: 3 clusters Score -2484268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2484268.250000 Penalty: 3251.024414
	Iteration 69Q: 3 clusters Score -2484268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2484267.250000 Penalty: 3251.024414
	Iteration 70Q: 3 clusters Score -2484267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2484269.000000 Penalty: 3251.024414
	Iteration 71Q: 3 clusters Score -2484269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2484268.500000 Penalty: 3251.024414
	Iteration 72Q: 3 clusters Score -2484268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2484272.250000 Penalty: 3251.024414
	Iteration 73Q: 3 clusters Score -2484272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2484274.250000 Penalty: 3251.024414
	Iteration 74Q: 3 clusters Score -2484274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2484276.000000 Penalty: 3251.024414
	Iteration 75Q: 3 clusters Score -2484276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2484282.250000 Penalty: 3251.024414
	Iteration 76Q: 3 clusters Score -2484282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2484283.250000 Penalty: 3251.024414
	Iteration 77Q: 3 clusters Score -2484283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2484286.000000 Penalty: 3251.024414
	Iteration 78Q: 3 clusters Score -2484286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2484280.750000 Penalty: 3251.024414
	Iteration 79Q: 3 clusters Score -2484281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2484286.250000 Penalty: 3251.024414
	Iteration 80F: 3 clusters Score -2484286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2484295.000000 Penalty: 3251.024414
	Iteration 81Q: 3 clusters Score -2484295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2484295.500000 Penalty: 3251.024414
	Iteration 82Q: 3 clusters Score -2484296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2484302.000000 Penalty: 3251.024414
	Iteration 83Q: 3 clusters Score -2484302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2484295.750000 Penalty: 3251.024414
	Iteration 84Q: 3 clusters Score -2484296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2484297.750000 Penalty: 3251.024414
	Iteration 85Q: 3 clusters Score -2484298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2484299.750000 Penalty: 3251.024414
	Iteration 86Q: 3 clusters Score -2484300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2484306.000000 Penalty: 3251.024414
	Iteration 87Q: 3 clusters Score -2484306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2484311.500000 Penalty: 3251.024414
	Iteration 88Q: 3 clusters Score -2484312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2484312.250000 Penalty: 3251.024414
	Iteration 89Q: 3 clusters Score -2484312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2484307.500000 Penalty: 3251.024414
	Iteration 90Q: 3 clusters Score -2484308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2484309.250000 Penalty: 3251.024414
	Iteration 91Q: 3 clusters Score -2484309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2484312.500000 Penalty: 3251.024414
	Iteration 92Q: 3 clusters Score -2484312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2484313.000000 Penalty: 3251.024414
	Iteration 93Q: 3 clusters Score -2484313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2484317.000000 Penalty: 3251.024414
	Iteration 94Q: 3 clusters Score -2484317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2484316.250000 Penalty: 3251.024414
	Iteration 95Q: 3 clusters Score -2484316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2484321.250000 Penalty: 3251.024414
	Iteration 96Q: 3 clusters Score -2484321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2484322.500000 Penalty: 3251.024414
	Iteration 97Q: 3 clusters Score -2484322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2484327.500000 Penalty: 3251.024414
	Iteration 98Q: 3 clusters Score -2484328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2484326.500000 Penalty: 3251.024414
	Iteration 99Q: 3 clusters Score -2484326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2484323.500000 Penalty: 3251.024414
	Iteration 100F: 3 clusters Score -2484324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2484321.000000 Penalty: 3251.024414
	Iteration 101Q: 3 clusters Score -2484321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2484317.750000 Penalty: 3251.024414
	Iteration 102Q: 3 clusters Score -2484318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2484320.500000 Penalty: 3251.024414
	Iteration 103Q: 3 clusters Score -2484320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2484322.500000 Penalty: 3251.024414
	Iteration 104Q: 3 clusters Score -2484322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2484321.000000 Penalty: 3251.024414
	Iteration 105Q: 3 clusters Score -2484321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2484321.250000 Penalty: 3251.024414
	Iteration 106Q: 3 clusters Score -2484321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2484322.000000 Penalty: 3251.024414
	Iteration 107Q: 3 clusters Score -2484322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2484322.000000 Penalty: 3251.024414
	Iteration 108F: 3 clusters Score -2484322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Entering Unmasked Estep 
Score: -1696324.000000 Penalty: 1571.740479
	Iteration 0F: 2 clusters Score -1696324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1685396.000000 Penalty: 3143.480957
	Iteration 0F: 3 clusters Score -1685396 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1689110.125000 Penalty: 3143.480957
	Iteration 1F: 3 clusters Score -1689110 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1689356.500000 Penalty: 3143.480957
	Iteration 2Q: 3 clusters Score -1689356 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1689548.250000 Penalty: 3143.480957
	Iteration 3Q: 3 clusters Score -1689548 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1689731.000000 Penalty: 3143.480957
	Iteration 4Q: 3 clusters Score -1689731 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1689933.875000 Penalty: 3143.480957
	Iteration 5Q: 3 clusters Score -1689934 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1690162.625000 Penalty: 3143.480957
	Iteration 6Q: 3 clusters Score -1690163 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1690407.375000 Penalty: 3143.480957
	Iteration 7Q: 3 clusters Score -1690407 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1690675.250000 Penalty: 3143.480957
	Iteration 8Q: 3 clusters Score -1690675 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1690941.500000 Penalty: 3143.480957
	Iteration 9Q: 3 clusters Score -1690942 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1691209.375000 Penalty: 3143.480957
	Iteration 10Q: 3 clusters Score -1691209 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1691489.500000 Penalty: 3143.480957
	Iteration 11Q: 3 clusters Score -1691490 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1691732.750000 Penalty: 3143.480957
	Iteration 12Q: 3 clusters Score -1691733 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1691956.000000 Penalty: 3143.480957
	Iteration 13Q: 3 clusters Score -1691956 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1692163.625000 Penalty: 3143.480957
	Iteration 14Q: 3 clusters Score -1692164 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1692345.375000 Penalty: 3143.480957
	Iteration 15Q: 3 clusters Score -1692345 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1692478.625000 Penalty: 3143.480957
	Iteration 16Q: 3 clusters Score -1692479 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1692597.875000 Penalty: 3143.480957
	Iteration 17Q: 3 clusters Score -1692598 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1692689.625000 Penalty: 3143.480957
	Iteration 18Q: 3 clusters Score -1692690 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1692758.125000 Penalty: 3143.480957
	Iteration 19Q: 3 clusters Score -1692758 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1692817.625000 Penalty: 3143.480957
	Iteration 20F: 3 clusters Score -1692818 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1692877.500000 Penalty: 3143.480957
	Iteration 21Q: 3 clusters Score -1692878 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1692957.500000 Penalty: 3143.480957
	Iteration 22Q: 3 clusters Score -1692958 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1693034.875000 Penalty: 3143.480957
	Iteration 23Q: 3 clusters Score -1693035 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1693111.500000 Penalty: 3143.480957
	Iteration 24Q: 3 clusters Score -1693112 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1693184.625000 Penalty: 3143.480957
	Iteration 25Q: 3 clusters Score -1693185 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1693281.875000 Penalty: 3143.480957
	Iteration 26Q: 3 clusters Score -1693282 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1693375.625000 Penalty: 3143.480957
	Iteration 27Q: 3 clusters Score -1693376 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1693477.125000 Penalty: 3143.480957
	Iteration 28Q: 3 clusters Score -1693477 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1693618.750000 Penalty: 3143.480957
	Iteration 29Q: 3 clusters Score -1693619 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1693790.875000 Penalty: 3143.480957
	Iteration 30Q: 3 clusters Score -1693791 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1694006.250000 Penalty: 3143.480957
	Iteration 31Q: 3 clusters Score -1694006 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1694266.250000 Penalty: 3143.480957
	Iteration 32Q: 3 clusters Score -1694266 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1694530.375000 Penalty: 3143.480957
	Iteration 33Q: 3 clusters Score -1694530 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1694738.250000 Penalty: 3143.480957
	Iteration 34Q: 3 clusters Score -1694738 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1694917.250000 Penalty: 3143.480957
	Iteration 35Q: 3 clusters Score -1694917 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1695037.500000 Penalty: 3143.480957
	Iteration 36Q: 3 clusters Score -1695038 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1695115.500000 Penalty: 3143.480957
	Iteration 37Q: 3 clusters Score -1695116 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1695173.250000 Penalty: 3143.480957
	Iteration 38Q: 3 clusters Score -1695173 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1695209.000000 Penalty: 3143.480957
	Iteration 39Q: 3 clusters Score -1695209 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1695237.875000 Penalty: 3143.480957
	Iteration 40F: 3 clusters Score -1695238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1695260.750000 Penalty: 3143.480957
	Iteration 41Q: 3 clusters Score -1695261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1695276.000000 Penalty: 3143.480957
	Iteration 42Q: 3 clusters Score -1695276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1695293.750000 Penalty: 3143.480957
	Iteration 43Q: 3 clusters Score -1695294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1695307.125000 Penalty: 3143.480957
	Iteration 44Q: 3 clusters Score -1695307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1695318.250000 Penalty: 3143.480957
	Iteration 45Q: 3 clusters Score -1695318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1695326.750000 Penalty: 3143.480957
	Iteration 46Q: 3 clusters Score -1695327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1695333.375000 Penalty: 3143.480957
	Iteration 47Q: 3 clusters Score -1695333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1695333.000000 Penalty: 3143.480957
	Iteration 48Q: 3 clusters Score -1695333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1695340.000000 Penalty: 3143.480957
	Iteration 49Q: 3 clusters Score -1695340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1695342.625000 Penalty: 3143.480957
	Iteration 50Q: 3 clusters Score -1695343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1695344.375000 Penalty: 3143.480957
	Iteration 51Q: 3 clusters Score -1695344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1695345.625000 Penalty: 3143.480957
	Iteration 52Q: 3 clusters Score -1695346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1695350.750000 Penalty: 3143.480957
	Iteration 53Q: 3 clusters Score -1695351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1695353.875000 Penalty: 3143.480957
	Iteration 54Q: 3 clusters Score -1695354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1695353.125000 Penalty: 3143.480957
	Iteration 55Q: 3 clusters Score -1695353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1695354.750000 Penalty: 3143.480957
	Iteration 56Q: 3 clusters Score -1695355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1695358.250000 Penalty: 3143.480957
	Iteration 57Q: 3 clusters Score -1695358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1695362.000000 Penalty: 3143.480957
	Iteration 58Q: 3 clusters Score -1695362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1695363.625000 Penalty: 3143.480957
	Iteration 59Q: 3 clusters Score -1695364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1695364.125000 Penalty: 3143.480957
	Iteration 60F: 3 clusters Score -1695364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1695364.375000 Penalty: 3143.480957
	Iteration 61Q: 3 clusters Score -1695364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1695362.875000 Penalty: 3143.480957
	Iteration 62Q: 3 clusters Score -1695363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1695362.875000 Penalty: 3143.480957
	Iteration 63F: 3 clusters Score -1695363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -511955.375000 Penalty: 1369.324463
	Iteration 0F: 2 clusters Score -511955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -508227.343750 Penalty: 2738.648926
	Iteration 0F: 3 clusters Score -508227.3 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -509167.500000 Penalty: 2738.648926
	Iteration 1F: 3 clusters Score -509167.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -509310.000000 Penalty: 2738.648926
	Iteration 2F: 3 clusters Score -509310 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -509407.812500 Penalty: 2738.648926
	Iteration 3Q: 3 clusters Score -509407.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -509471.375000 Penalty: 2738.648926
	Iteration 4Q: 3 clusters Score -509471.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -509545.187500 Penalty: 2738.648926
	Iteration 5Q: 3 clusters Score -509545.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -509607.968750 Penalty: 2738.648926
	Iteration 6Q: 3 clusters Score -509608 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -509668.437500 Penalty: 2738.648926
	Iteration 7Q: 3 clusters Score -509668.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -509720.937500 Penalty: 2738.648926
	Iteration 8Q: 3 clusters Score -509720.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -509766.187500 Penalty: 2738.648926
	Iteration 9Q: 3 clusters Score -509766.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -509804.593750 Penalty: 2738.648926
	Iteration 10Q: 3 clusters Score -509804.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -509852.406250 Penalty: 2738.648926
	Iteration 11Q: 3 clusters Score -509852.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -509889.375000 Penalty: 2738.648926
	Iteration 12Q: 3 clusters Score -509889.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -509913.750000 Penalty: 2738.648926
	Iteration 13Q: 3 clusters Score -509913.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -509941.781250 Penalty: 2738.648926
	Iteration 14Q: 3 clusters Score -509941.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -509971.093750 Penalty: 2738.648926
	Iteration 15Q: 3 clusters Score -509971.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -510005.031250 Penalty: 2738.648926
	Iteration 16Q: 3 clusters Score -510005 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -510032.218750 Penalty: 2738.648926
	Iteration 17Q: 3 clusters Score -510032.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -510052.125000 Penalty: 2738.648926
	Iteration 18Q: 3 clusters Score -510052.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -510072.156250 Penalty: 2738.648926
	Iteration 19Q: 3 clusters Score -510072.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -510093.218750 Penalty: 2738.648926
	Iteration 20F: 3 clusters Score -510093.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -510116.875000 Penalty: 2738.648926
	Iteration 21Q: 3 clusters Score -510116.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -510146.562500 Penalty: 2738.648926
	Iteration 22Q: 3 clusters Score -510146.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -510172.625000 Penalty: 2738.648926
	Iteration 23Q: 3 clusters Score -510172.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -510190.656250 Penalty: 2738.648926
	Iteration 24Q: 3 clusters Score -510190.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -510207.406250 Penalty: 2738.648926
	Iteration 25Q: 3 clusters Score -510207.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -510221.062500 Penalty: 2738.648926
	Iteration 26Q: 3 clusters Score -510221.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -510233.750000 Penalty: 2738.648926
	Iteration 27Q: 3 clusters Score -510233.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -510241.875000 Penalty: 2738.648926
	Iteration 28Q: 3 clusters Score -510241.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -510250.187500 Penalty: 2738.648926
	Iteration 29Q: 3 clusters Score -510250.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -510258.906250 Penalty: 2738.648926
	Iteration 30Q: 3 clusters Score -510258.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -510266.937500 Penalty: 2738.648926
	Iteration 31Q: 3 clusters Score -510266.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -510274.468750 Penalty: 2738.648926
	Iteration 32Q: 3 clusters Score -510274.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -510284.531250 Penalty: 2738.648926
	Iteration 33Q: 3 clusters Score -510284.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -510293.625000 Penalty: 2738.648926
	Iteration 34Q: 3 clusters Score -510293.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -510305.281250 Penalty: 2738.648926
	Iteration 35Q: 3 clusters Score -510305.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -510318.781250 Penalty: 2738.648926
	Iteration 36Q: 3 clusters Score -510318.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -510335.156250 Penalty: 2738.648926
	Iteration 37Q: 3 clusters Score -510335.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -510347.562500 Penalty: 2738.648926
	Iteration 38Q: 3 clusters Score -510347.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -510357.593750 Penalty: 2738.648926
	Iteration 39Q: 3 clusters Score -510357.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -510372.687500 Penalty: 2738.648926
	Iteration 40F: 3 clusters Score -510372.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -510387.906250 Penalty: 2738.648926
	Iteration 41Q: 3 clusters Score -510387.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -510409.281250 Penalty: 2738.648926
	Iteration 42Q: 3 clusters Score -510409.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -510437.562500 Penalty: 2738.648926
	Iteration 43Q: 3 clusters Score -510437.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -510472.625000 Penalty: 2738.648926
	Iteration 44Q: 3 clusters Score -510472.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -510505.437500 Penalty: 2738.648926
	Iteration 45Q: 3 clusters Score -510505.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -510538.031250 Penalty: 2738.648926
	Iteration 46Q: 3 clusters Score -510538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -510563.031250 Penalty: 2738.648926
	Iteration 47Q: 3 clusters Score -510563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -510587.937500 Penalty: 2738.648926
	Iteration 48Q: 3 clusters Score -510587.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -510606.250000 Penalty: 2738.648926
	Iteration 49Q: 3 clusters Score -510606.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -510623.906250 Penalty: 2738.648926
	Iteration 50Q: 3 clusters Score -510623.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -510639.937500 Penalty: 2738.648926
	Iteration 51Q: 3 clusters Score -510639.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -510656.218750 Penalty: 2738.648926
	Iteration 52Q: 3 clusters Score -510656.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -510673.656250 Penalty: 2738.648926
	Iteration 53Q: 3 clusters Score -510673.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -510687.468750 Penalty: 2738.648926
	Iteration 54Q: 3 clusters Score -510687.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -510697.718750 Penalty: 2738.648926
	Iteration 55Q: 3 clusters Score -510697.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -510709.500000 Penalty: 2738.648926
	Iteration 56Q: 3 clusters Score -510709.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -510720.937500 Penalty: 2738.648926
	Iteration 57Q: 3 clusters Score -510720.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -510731.437500 Penalty: 2738.648926
	Iteration 58Q: 3 clusters Score -510731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -510737.906250 Penalty: 2738.648926
	Iteration 59Q: 3 clusters Score -510737.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -510743.093750 Penalty: 2738.648926
	Iteration 60F: 3 clusters Score -510743.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -510749.375000 Penalty: 2738.648926
	Iteration 61Q: 3 clusters Score -510749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -510751.375000 Penalty: 2738.648926
	Iteration 62Q: 3 clusters Score -510751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -510753.281250 Penalty: 2738.648926
	Iteration 63Q: 3 clusters Score -510753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -510754.187500 Penalty: 2738.648926
	Iteration 64Q: 3 clusters Score -510754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -510754.531250 Penalty: 2738.648926
	Iteration 65Q: 3 clusters Score -510754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -510754.531250 Penalty: 2738.648926
	Iteration 66F: 3 clusters Score -510754.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Entering Unmasked Estep 
Score: -580150.250000 Penalty: 1407.206787
	Iteration 0F: 2 clusters Score -580150.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -575727.562500 Penalty: 2814.413574
	Iteration 0F: 3 clusters Score -575727.6 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -577277.937500 Penalty: 2814.413574
	Iteration 1F: 3 clusters Score -577277.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -577992.125000 Penalty: 2814.413574
	Iteration 2F: 3 clusters Score -577992.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -578707.937500 Penalty: 2814.413574
	Iteration 3F: 3 clusters Score -578707.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -579302.625000 Penalty: 2814.413574
	Iteration 4F: 3 clusters Score -579302.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -579574.687500 Penalty: 2814.413574
	Iteration 5F: 3 clusters Score -579574.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -579697.437500 Penalty: 2814.413574
	Iteration 6Q: 3 clusters Score -579697.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -579760.187500 Penalty: 2814.413574
	Iteration 7Q: 3 clusters Score -579760.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -579796.375000 Penalty: 2814.413574
	Iteration 8Q: 3 clusters Score -579796.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -579828.625000 Penalty: 2814.413574
	Iteration 9Q: 3 clusters Score -579828.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -579855.062500 Penalty: 2814.413574
	Iteration 10Q: 3 clusters Score -579855.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -579872.375000 Penalty: 2814.413574
	Iteration 11Q: 3 clusters Score -579872.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -579886.937500 Penalty: 2814.413574
	Iteration 12Q: 3 clusters Score -579886.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -579896.500000 Penalty: 2814.413574
	Iteration 13Q: 3 clusters Score -579896.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -579903.375000 Penalty: 2814.413574
	Iteration 14Q: 3 clusters Score -579903.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -579907.375000 Penalty: 2814.413574
	Iteration 15Q: 3 clusters Score -579907.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -579909.812500 Penalty: 2814.413574
	Iteration 16Q: 3 clusters Score -579909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -579911.750000 Penalty: 2814.413574
	Iteration 17Q: 3 clusters Score -579911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -579911.812500 Penalty: 2814.413574
	Iteration 18Q: 3 clusters Score -579911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -579913.062500 Penalty: 2814.413574
	Iteration 19Q: 3 clusters Score -579913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -579914.187500 Penalty: 2814.413574
	Iteration 20F: 3 clusters Score -579914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -579915.375000 Penalty: 2814.413574
	Iteration 21Q: 3 clusters Score -579915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -579915.875000 Penalty: 2814.413574
	Iteration 22Q: 3 clusters Score -579915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -579917.125000 Penalty: 2814.413574
	Iteration 23Q: 3 clusters Score -579917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -579919.187500 Penalty: 2814.413574
	Iteration 24Q: 3 clusters Score -579919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -579918.750000 Penalty: 2814.413574
	Iteration 25Q: 3 clusters Score -579918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -579918.750000 Penalty: 2814.413574
	Iteration 26F: 3 clusters Score -579918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191812 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696816.000000 Penalty: 41806.339844
Iteration 198F: 21 clusters Score -4.169682e+07 nChanged 97
Entering ConstructFrom: 
Score: -41696816.000000 Penalty: 41806.339844
Entering ConstructFrom: 
Trying to split cluster 1 (15991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Entering Unmasked Estep 
Score: -1790239.000000 Penalty: 1572.964355
	Iteration 0F: 2 clusters Score -1790239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1779178.500000 Penalty: 3145.928711
	Iteration 0F: 3 clusters Score -1779178 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1783065.000000 Penalty: 3145.928711
	Iteration 1F: 3 clusters Score -1783065 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1783500.750000 Penalty: 3145.928711
	Iteration 2F: 3 clusters Score -1783501 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1783935.750000 Penalty: 3145.928711
	Iteration 3F: 3 clusters Score -1783936 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1784451.000000 Penalty: 3145.928711
	Iteration 4F: 3 clusters Score -1784451 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1785104.125000 Penalty: 3145.928711
	Iteration 5F: 3 clusters Score -1785104 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1785916.500000 Penalty: 3145.928711
	Iteration 6F: 3 clusters Score -1785916 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1786825.000000 Penalty: 3145.928711
	Iteration 7F: 3 clusters Score -1786825 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1787814.250000 Penalty: 3145.928711
	Iteration 8F: 3 clusters Score -1787814 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1788803.375000 Penalty: 3145.928711
	Iteration 9F: 3 clusters Score -1788803 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1789420.875000 Penalty: 3145.928711
	Iteration 10Q: 3 clusters Score -1789421 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1789740.500000 Penalty: 3145.928711
	Iteration 11Q: 3 clusters Score -1789740 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1789956.375000 Penalty: 3145.928711
	Iteration 12Q: 3 clusters Score -1789956 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1790067.125000 Penalty: 3145.928711
	Iteration 13Q: 3 clusters Score -1790067 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1790121.500000 Penalty: 3145.928711
	Iteration 14Q: 3 clusters Score -1790122 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1790155.500000 Penalty: 3145.928711
	Iteration 15Q: 3 clusters Score -1790156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1790172.625000 Penalty: 3145.928711
	Iteration 16Q: 3 clusters Score -1790173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1790185.500000 Penalty: 3145.928711
	Iteration 17Q: 3 clusters Score -1790186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1790197.625000 Penalty: 3145.928711
	Iteration 18Q: 3 clusters Score -1790198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1790208.375000 Penalty: 3145.928711
	Iteration 19Q: 3 clusters Score -1790208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1790217.375000 Penalty: 3145.928711
	Iteration 20F: 3 clusters Score -1790217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1790223.625000 Penalty: 3145.928711
	Iteration 21Q: 3 clusters Score -1790224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1790220.875000 Penalty: 3145.928711
	Iteration 22Q: 3 clusters Score -1790221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1790221.375000 Penalty: 3145.928711
	Iteration 23Q: 3 clusters Score -1790221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1790223.125000 Penalty: 3145.928711
	Iteration 24Q: 3 clusters Score -1790223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1790223.750000 Penalty: 3145.928711
	Iteration 25Q: 3 clusters Score -1790224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1790220.625000 Penalty: 3145.928711
	Iteration 26Q: 3 clusters Score -1790221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1790220.625000 Penalty: 3145.928711
	Iteration 27Q: 3 clusters Score -1790221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1790221.375000 Penalty: 3145.928711
	Iteration 28Q: 3 clusters Score -1790221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1790224.125000 Penalty: 3145.928711
	Iteration 29Q: 3 clusters Score -1790224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1790224.375000 Penalty: 3145.928711
	Iteration 30Q: 3 clusters Score -1790224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1790224.625000 Penalty: 3145.928711
	Iteration 31Q: 3 clusters Score -1790225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1790223.625000 Penalty: 3145.928711
	Iteration 32Q: 3 clusters Score -1790224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1790223.625000 Penalty: 3145.928711
	Iteration 33F: 3 clusters Score -1790224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Entering Unmasked Estep 
Score: -1249580.250000 Penalty: 1522.470947
	Iteration 0F: 2 clusters Score -1249580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1241294.125000 Penalty: 3044.941895
	Iteration 0F: 3 clusters Score -1241294 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1244120.000000 Penalty: 3044.941895
	Iteration 1F: 3 clusters Score -1244120 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1244429.250000 Penalty: 3044.941895
	Iteration 2F: 3 clusters Score -1244429 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1244704.125000 Penalty: 3044.941895
	Iteration 3F: 3 clusters Score -1244704 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1245031.000000 Penalty: 3044.941895
	Iteration 4F: 3 clusters Score -1245031 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1245380.250000 Penalty: 3044.941895
	Iteration 5F: 3 clusters Score -1245380 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1245761.750000 Penalty: 3044.941895
	Iteration 6F: 3 clusters Score -1245762 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1246126.625000 Penalty: 3044.941895
	Iteration 7F: 3 clusters Score -1246127 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1246446.875000 Penalty: 3044.941895
	Iteration 8Q: 3 clusters Score -1246447 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1246728.750000 Penalty: 3044.941895
	Iteration 9Q: 3 clusters Score -1246729 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1246993.125000 Penalty: 3044.941895
	Iteration 10Q: 3 clusters Score -1246993 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1247234.375000 Penalty: 3044.941895
	Iteration 11Q: 3 clusters Score -1247234 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1247475.375000 Penalty: 3044.941895
	Iteration 12Q: 3 clusters Score -1247475 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1247677.125000 Penalty: 3044.941895
	Iteration 13Q: 3 clusters Score -1247677 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1247859.375000 Penalty: 3044.941895
	Iteration 14Q: 3 clusters Score -1247859 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1248018.625000 Penalty: 3044.941895
	Iteration 15Q: 3 clusters Score -1248019 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1248145.375000 Penalty: 3044.941895
	Iteration 16Q: 3 clusters Score -1248145 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1248218.875000 Penalty: 3044.941895
	Iteration 17Q: 3 clusters Score -1248219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1248266.125000 Penalty: 3044.941895
	Iteration 18Q: 3 clusters Score -1248266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1248296.375000 Penalty: 3044.941895
	Iteration 19Q: 3 clusters Score -1248296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1248310.750000 Penalty: 3044.941895
	Iteration 20F: 3 clusters Score -1248311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1248336.125000 Penalty: 3044.941895
	Iteration 21Q: 3 clusters Score -1248336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1248350.250000 Penalty: 3044.941895
	Iteration 22Q: 3 clusters Score -1248350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1248357.250000 Penalty: 3044.941895
	Iteration 23Q: 3 clusters Score -1248357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1248364.375000 Penalty: 3044.941895
	Iteration 24Q: 3 clusters Score -1248364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1248370.500000 Penalty: 3044.941895
	Iteration 25Q: 3 clusters Score -1248370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1248373.750000 Penalty: 3044.941895
	Iteration 26Q: 3 clusters Score -1248374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1248376.250000 Penalty: 3044.941895
	Iteration 27Q: 3 clusters Score -1248376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1248379.500000 Penalty: 3044.941895
	Iteration 28Q: 3 clusters Score -1248380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1248380.625000 Penalty: 3044.941895
	Iteration 29Q: 3 clusters Score -1248381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1248381.000000 Penalty: 3044.941895
	Iteration 30Q: 3 clusters Score -1248381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1248383.375000 Penalty: 3044.941895
	Iteration 31Q: 3 clusters Score -1248383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1248381.375000 Penalty: 3044.941895
	Iteration 32Q: 3 clusters Score -1248381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1248382.250000 Penalty: 3044.941895
	Iteration 33Q: 3 clusters Score -1248382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1248382.625000 Penalty: 3044.941895
	Iteration 34Q: 3 clusters Score -1248383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1248382.625000 Penalty: 3044.941895
	Iteration 35F: 3 clusters Score -1248383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -690562.125000 Penalty: 1419.575073
	Iteration 0F: 2 clusters Score -690562.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -685830.250000 Penalty: 2839.150146
	Iteration 0F: 3 clusters Score -685830.2 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -687224.937500 Penalty: 2839.150146
	Iteration 1F: 3 clusters Score -687224.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -687405.875000 Penalty: 2839.150146
	Iteration 2F: 3 clusters Score -687405.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -687515.250000 Penalty: 2839.150146
	Iteration 3Q: 3 clusters Score -687515.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -687575.125000 Penalty: 2839.150146
	Iteration 4Q: 3 clusters Score -687575.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -687623.500000 Penalty: 2839.150146
	Iteration 5Q: 3 clusters Score -687623.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -687663.812500 Penalty: 2839.150146
	Iteration 6Q: 3 clusters Score -687663.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -687697.937500 Penalty: 2839.150146
	Iteration 7Q: 3 clusters Score -687697.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -687725.062500 Penalty: 2839.150146
	Iteration 8Q: 3 clusters Score -687725.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -687751.875000 Penalty: 2839.150146
	Iteration 9Q: 3 clusters Score -687751.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -687774.687500 Penalty: 2839.150146
	Iteration 10Q: 3 clusters Score -687774.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -687793.000000 Penalty: 2839.150146
	Iteration 11Q: 3 clusters Score -687793 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -687811.375000 Penalty: 2839.150146
	Iteration 12Q: 3 clusters Score -687811.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -687835.437500 Penalty: 2839.150146
	Iteration 13Q: 3 clusters Score -687835.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -687864.562500 Penalty: 2839.150146
	Iteration 14Q: 3 clusters Score -687864.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -687891.000000 Penalty: 2839.150146
	Iteration 15Q: 3 clusters Score -687891 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -687921.437500 Penalty: 2839.150146
	Iteration 16Q: 3 clusters Score -687921.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -687958.250000 Penalty: 2839.150146
	Iteration 17Q: 3 clusters Score -687958.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -687998.687500 Penalty: 2839.150146
	Iteration 18Q: 3 clusters Score -687998.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -688049.625000 Penalty: 2839.150146
	Iteration 19Q: 3 clusters Score -688049.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -688110.750000 Penalty: 2839.150146
	Iteration 20F: 3 clusters Score -688110.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -688185.187500 Penalty: 2839.150146
	Iteration 21Q: 3 clusters Score -688185.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -688279.000000 Penalty: 2839.150146
	Iteration 22Q: 3 clusters Score -688279 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -688378.250000 Penalty: 2839.150146
	Iteration 23Q: 3 clusters Score -688378.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -688508.500000 Penalty: 2839.150146
	Iteration 24Q: 3 clusters Score -688508.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -688665.875000 Penalty: 2839.150146
	Iteration 25Q: 3 clusters Score -688665.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -688810.375000 Penalty: 2839.150146
	Iteration 26Q: 3 clusters Score -688810.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -688941.375000 Penalty: 2839.150146
	Iteration 27Q: 3 clusters Score -688941.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -689039.437500 Penalty: 2839.150146
	Iteration 28Q: 3 clusters Score -689039.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -689119.187500 Penalty: 2839.150146
	Iteration 29Q: 3 clusters Score -689119.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -689161.000000 Penalty: 2839.150146
	Iteration 30Q: 3 clusters Score -689161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -689189.437500 Penalty: 2839.150146
	Iteration 31Q: 3 clusters Score -689189.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -689214.125000 Penalty: 2839.150146
	Iteration 32Q: 3 clusters Score -689214.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -689235.187500 Penalty: 2839.150146
	Iteration 33Q: 3 clusters Score -689235.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -689254.125000 Penalty: 2839.150146
	Iteration 34Q: 3 clusters Score -689254.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -689272.625000 Penalty: 2839.150146
	Iteration 35Q: 3 clusters Score -689272.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -689284.062500 Penalty: 2839.150146
	Iteration 36Q: 3 clusters Score -689284.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -689295.125000 Penalty: 2839.150146
	Iteration 37Q: 3 clusters Score -689295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -689298.187500 Penalty: 2839.150146
	Iteration 38Q: 3 clusters Score -689298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -689299.625000 Penalty: 2839.150146
	Iteration 39Q: 3 clusters Score -689299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -689302.437500 Penalty: 2839.150146
	Iteration 40F: 3 clusters Score -689302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -689304.812500 Penalty: 2839.150146
	Iteration 41Q: 3 clusters Score -689304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -689305.437500 Penalty: 2839.150146
	Iteration 42Q: 3 clusters Score -689305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -689307.875000 Penalty: 2839.150146
	Iteration 43Q: 3 clusters Score -689307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -689308.750000 Penalty: 2839.150146
	Iteration 44Q: 3 clusters Score -689308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -689310.562500 Penalty: 2839.150146
	Iteration 45Q: 3 clusters Score -689310.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -689310.562500 Penalty: 2839.150146
	Iteration 46F: 3 clusters Score -689310.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Entering Unmasked Estep 
Score: -1417803.875000 Penalty: 1533.317749
	Iteration 0F: 2 clusters Score -1417804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1409004.250000 Penalty: 3066.635498
	Iteration 0F: 3 clusters Score -1409004 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1411874.500000 Penalty: 3066.635498
	Iteration 1F: 3 clusters Score -1411874 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1412106.375000 Penalty: 3066.635498
	Iteration 2F: 3 clusters Score -1412106 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1412281.625000 Penalty: 3066.635498
	Iteration 3Q: 3 clusters Score -1412282 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1412421.875000 Penalty: 3066.635498
	Iteration 4Q: 3 clusters Score -1412422 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1412569.625000 Penalty: 3066.635498
	Iteration 5Q: 3 clusters Score -1412570 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1412721.375000 Penalty: 3066.635498
	Iteration 6Q: 3 clusters Score -1412721 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1412900.000000 Penalty: 3066.635498
	Iteration 7Q: 3 clusters Score -1412900 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1413106.750000 Penalty: 3066.635498
	Iteration 8Q: 3 clusters Score -1413107 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1413292.125000 Penalty: 3066.635498
	Iteration 9Q: 3 clusters Score -1413292 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1413485.875000 Penalty: 3066.635498
	Iteration 10Q: 3 clusters Score -1413486 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1413680.875000 Penalty: 3066.635498
	Iteration 11Q: 3 clusters Score -1413681 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1413940.250000 Penalty: 3066.635498
	Iteration 12Q: 3 clusters Score -1413940 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1414269.000000 Penalty: 3066.635498
	Iteration 13Q: 3 clusters Score -1414269 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1414704.125000 Penalty: 3066.635498
	Iteration 14F: 3 clusters Score -1414704 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1415230.750000 Penalty: 3066.635498
	Iteration 15F: 3 clusters Score -1415231 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1415700.750000 Penalty: 3066.635498
	Iteration 16Q: 3 clusters Score -1415701 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1416117.500000 Penalty: 3066.635498
	Iteration 17Q: 3 clusters Score -1416118 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1416421.750000 Penalty: 3066.635498
	Iteration 18Q: 3 clusters Score -1416422 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1416639.125000 Penalty: 3066.635498
	Iteration 19Q: 3 clusters Score -1416639 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1416784.875000 Penalty: 3066.635498
	Iteration 20F: 3 clusters Score -1416785 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1416872.125000 Penalty: 3066.635498
	Iteration 21Q: 3 clusters Score -1416872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1416934.750000 Penalty: 3066.635498
	Iteration 22Q: 3 clusters Score -1416935 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1416983.500000 Penalty: 3066.635498
	Iteration 23Q: 3 clusters Score -1416984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1417018.500000 Penalty: 3066.635498
	Iteration 24Q: 3 clusters Score -1417018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1417037.000000 Penalty: 3066.635498
	Iteration 25Q: 3 clusters Score -1417037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1417047.750000 Penalty: 3066.635498
	Iteration 26Q: 3 clusters Score -1417048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1417055.250000 Penalty: 3066.635498
	Iteration 27Q: 3 clusters Score -1417055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1417060.250000 Penalty: 3066.635498
	Iteration 28Q: 3 clusters Score -1417060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1417070.125000 Penalty: 3066.635498
	Iteration 29Q: 3 clusters Score -1417070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1417078.875000 Penalty: 3066.635498
	Iteration 30Q: 3 clusters Score -1417079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1417089.625000 Penalty: 3066.635498
	Iteration 31Q: 3 clusters Score -1417090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1417097.250000 Penalty: 3066.635498
	Iteration 32Q: 3 clusters Score -1417097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1417103.375000 Penalty: 3066.635498
	Iteration 33Q: 3 clusters Score -1417103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1417104.375000 Penalty: 3066.635498
	Iteration 34Q: 3 clusters Score -1417104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1417106.000000 Penalty: 3066.635498
	Iteration 35Q: 3 clusters Score -1417106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1417107.250000 Penalty: 3066.635498
	Iteration 36Q: 3 clusters Score -1417107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1417111.500000 Penalty: 3066.635498
	Iteration 37Q: 3 clusters Score -1417112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1417111.125000 Penalty: 3066.635498
	Iteration 38Q: 3 clusters Score -1417111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1417110.750000 Penalty: 3066.635498
	Iteration 39Q: 3 clusters Score -1417111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1417110.500000 Penalty: 3066.635498
	Iteration 40F: 3 clusters Score -1417110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191800 members 
Entering Unmasked Estep 
Score: -21007102.000000 Penalty: 1976.683838
	Iteration 0F: 2 clusters Score -2.10071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -20898812.000000 Penalty: 3953.367676
	Iteration 0F: 3 clusters Score -2.089881e+07 nChanged 92827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -20954132.000000 Penalty: 3953.367676
	Iteration 1F: 3 clusters Score -2.095413e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102930 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -20955022.000000 Penalty: 3953.367676
	Iteration 2Q: 3 clusters Score -2.095502e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105821 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -20956202.000000 Penalty: 3953.367676
	Iteration 3Q: 3 clusters Score -2.09562e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -20957618.000000 Penalty: 3953.367676
	Iteration 4Q: 3 clusters Score -2.095762e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113938 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -20959926.000000 Penalty: 3953.367676
	Iteration 5Q: 3 clusters Score -2.095993e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119136 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -20963970.000000 Penalty: 3953.367676
	Iteration 6F: 3 clusters Score -2.096397e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123943 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -20971302.000000 Penalty: 3953.367676
	Iteration 7F: 3 clusters Score -2.09713e+07 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127014 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -20981290.000000 Penalty: 3953.367676
	Iteration 8F: 3 clusters Score -2.098129e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127306 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -20988668.000000 Penalty: 3953.367676
	Iteration 9F: 3 clusters Score -2.098867e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -20991210.000000 Penalty: 3953.367676
	Iteration 10Q: 3 clusters Score -2.099121e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125219 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -20991624.000000 Penalty: 3953.367676
	Iteration 11Q: 3 clusters Score -2.099162e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123979 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -20991624.000000 Penalty: 3953.367676
	Iteration 12Q: 3 clusters Score -2.099162e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122600 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -20991702.000000 Penalty: 3953.367676
	Iteration 13Q: 3 clusters Score -2.09917e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121164 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -20991846.000000 Penalty: 3953.367676
	Iteration 14Q: 3 clusters Score -2.099185e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119626 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -20991992.000000 Penalty: 3953.367676
	Iteration 15Q: 3 clusters Score -2.099199e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -20992086.000000 Penalty: 3953.367676
	Iteration 16Q: 3 clusters Score -2.099209e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116253 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -20992088.000000 Penalty: 3953.367676
	Iteration 17Q: 3 clusters Score -2.099209e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114437 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -20992246.000000 Penalty: 3953.367676
	Iteration 18Q: 3 clusters Score -2.099225e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112585 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -20992372.000000 Penalty: 3953.367676
	Iteration 19Q: 3 clusters Score -2.099237e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110751 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -20992576.000000 Penalty: 3953.367676
	Iteration 20F: 3 clusters Score -2.099258e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -20992856.000000 Penalty: 3953.367676
	Iteration 21Q: 3 clusters Score -2.099286e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 85003 members 
Entering Unmasked Estep 
Score: -20992948.000000 Penalty: 3953.367676
	Iteration 22Q: 3 clusters Score -2.099295e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -20993188.000000 Penalty: 3953.367676
	Iteration 23Q: 3 clusters Score -2.099319e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 89874 members 
Entering Unmasked Estep 
Score: -20992800.000000 Penalty: 3953.367676
	Iteration 24Q: 3 clusters Score -2.09928e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -20991708.000000 Penalty: 3953.367676
	Iteration 25Q: 3 clusters Score -2.099171e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -20989474.000000 Penalty: 3953.367676
	Iteration 26Q: 3 clusters Score -2.098947e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 109552 members 
Entering Unmasked Estep 
Score: -20986046.000000 Penalty: 3953.367676
	Iteration 27Q: 3 clusters Score -2.098605e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 121530 members 
Entering Unmasked Estep 
Score: -20983500.000000 Penalty: 3953.367676
	Iteration 28F: 3 clusters Score -2.09835e+07 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 136329 members 
Entering Unmasked Estep 
Score: -20984468.000000 Penalty: 3953.367676
	Iteration 29F: 3 clusters Score -2.098447e+07 nChanged 15735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 152048 members 
Entering Unmasked Estep 
Score: -20988874.000000 Penalty: 3953.367676
	Iteration 30F: 3 clusters Score -2.098887e+07 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 166370 members 
Entering Unmasked Estep 
Score: -20994892.000000 Penalty: 3953.367676
	Iteration 31F: 3 clusters Score -2.099489e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 176792 members 
Entering Unmasked Estep 
Score: -20998908.000000 Penalty: 3953.367676
	Iteration 32F: 3 clusters Score -2.099891e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 183180 members 
Entering Unmasked Estep 
Score: -21001302.000000 Penalty: 3953.367676
	Iteration 33Q: 3 clusters Score -2.10013e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 186917 members 
Entering Unmasked Estep 
Score: -21002704.000000 Penalty: 3953.367676
	Iteration 34Q: 3 clusters Score -2.10027e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 189055 members 
Entering Unmasked Estep 
Score: -21003780.000000 Penalty: 3953.367676
	Iteration 35Q: 3 clusters Score -2.100378e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 190265 members 
Entering Unmasked Estep 
Score: -21004508.000000 Penalty: 3953.367676
	Iteration 36Q: 3 clusters Score -2.100451e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 190861 members 
Entering Unmasked Estep 
Score: -21004838.000000 Penalty: 3953.367676
	Iteration 37Q: 3 clusters Score -2.100484e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 191165 members 
Entering Unmasked Estep 
Score: -21005068.000000 Penalty: 3953.367676
	Iteration 38Q: 3 clusters Score -2.100507e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 191322 members 
Entering Unmasked Estep 
Score: -21005194.000000 Penalty: 3953.367676
	Iteration 39Q: 3 clusters Score -2.100519e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 191410 members 
Entering Unmasked Estep 
Score: -21005264.000000 Penalty: 3953.367676
	Iteration 40F: 3 clusters Score -2.100526e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 191458 members 
Entering Unmasked Estep 
Score: -21005288.000000 Penalty: 3953.367676
	Iteration 41Q: 3 clusters Score -2.100529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 191483 members 
Entering Unmasked Estep 
Score: -21005310.000000 Penalty: 3953.367676
	Iteration 42Q: 3 clusters Score -2.100531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 191502 members 
Entering Unmasked Estep 
Score: -21005334.000000 Penalty: 3953.367676
	Iteration 43Q: 3 clusters Score -2.100533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 191514 members 
Entering Unmasked Estep 
Score: -21005356.000000 Penalty: 3953.367676
	Iteration 44Q: 3 clusters Score -2.100536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 191520 members 
Entering Unmasked Estep 
Score: -21005368.000000 Penalty: 3953.367676
	Iteration 45Q: 3 clusters Score -2.100537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 191527 members 
Entering Unmasked Estep 
Score: -21005384.000000 Penalty: 3953.367676
	Iteration 46Q: 3 clusters Score -2.100538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 191531 members 
Entering Unmasked Estep 
Score: -21005388.000000 Penalty: 3953.367676
	Iteration 47Q: 3 clusters Score -2.100539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 191535 members 
Entering Unmasked Estep 
Score: -21005390.000000 Penalty: 3953.367676
	Iteration 48Q: 3 clusters Score -2.100539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 191535 members 
Entering Unmasked Estep 
Score: -21005390.000000 Penalty: 3953.367676
	Iteration 49F: 3 clusters Score -2.100539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Entering Unmasked Estep 
Score: -2017713.250000 Penalty: 1590.708252
	Iteration 0F: 2 clusters Score -2017713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2005407.625000 Penalty: 3181.416504
	Iteration 0F: 3 clusters Score -2005408 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2009745.250000 Penalty: 3181.416504
	Iteration 1F: 3 clusters Score -2009745 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2010063.875000 Penalty: 3181.416504
	Iteration 2Q: 3 clusters Score -2010064 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2010364.375000 Penalty: 3181.416504
	Iteration 3Q: 3 clusters Score -2010364 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2010671.875000 Penalty: 3181.416504
	Iteration 4Q: 3 clusters Score -2010672 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2010999.875000 Penalty: 3181.416504
	Iteration 5Q: 3 clusters Score -2011000 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2011363.375000 Penalty: 3181.416504
	Iteration 6Q: 3 clusters Score -2011363 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2011829.500000 Penalty: 3181.416504
	Iteration 7Q: 3 clusters Score -2011830 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2012400.625000 Penalty: 3181.416504
	Iteration 8F: 3 clusters Score -2012401 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2013092.250000 Penalty: 3181.416504
	Iteration 9F: 3 clusters Score -2013092 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2013784.875000 Penalty: 3181.416504
	Iteration 10F: 3 clusters Score -2013785 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2014377.750000 Penalty: 3181.416504
	Iteration 11Q: 3 clusters Score -2014378 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2014755.500000 Penalty: 3181.416504
	Iteration 12Q: 3 clusters Score -2014756 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2014955.750000 Penalty: 3181.416504
	Iteration 13Q: 3 clusters Score -2014956 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2015079.875000 Penalty: 3181.416504
	Iteration 14Q: 3 clusters Score -2015080 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2015164.750000 Penalty: 3181.416504
	Iteration 15Q: 3 clusters Score -2015165 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2015206.250000 Penalty: 3181.416504
	Iteration 16Q: 3 clusters Score -2015206 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2015253.250000 Penalty: 3181.416504
	Iteration 17Q: 3 clusters Score -2015253 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2015272.000000 Penalty: 3181.416504
	Iteration 18Q: 3 clusters Score -2015272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2015289.125000 Penalty: 3181.416504
	Iteration 19Q: 3 clusters Score -2015289 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2015308.250000 Penalty: 3181.416504
	Iteration 20F: 3 clusters Score -2015308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2015324.375000 Penalty: 3181.416504
	Iteration 21Q: 3 clusters Score -2015324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2015347.875000 Penalty: 3181.416504
	Iteration 22Q: 3 clusters Score -2015348 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2015361.625000 Penalty: 3181.416504
	Iteration 23Q: 3 clusters Score -2015362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2015381.000000 Penalty: 3181.416504
	Iteration 24Q: 3 clusters Score -2015381 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2015400.625000 Penalty: 3181.416504
	Iteration 25Q: 3 clusters Score -2015401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2015412.625000 Penalty: 3181.416504
	Iteration 26Q: 3 clusters Score -2015413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2015433.625000 Penalty: 3181.416504
	Iteration 27Q: 3 clusters Score -2015434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2015455.875000 Penalty: 3181.416504
	Iteration 28Q: 3 clusters Score -2015456 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2015480.500000 Penalty: 3181.416504
	Iteration 29Q: 3 clusters Score -2015480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2015509.125000 Penalty: 3181.416504
	Iteration 30Q: 3 clusters Score -2015509 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2015524.500000 Penalty: 3181.416504
	Iteration 31Q: 3 clusters Score -2015524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2015534.750000 Penalty: 3181.416504
	Iteration 32Q: 3 clusters Score -2015535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2015552.500000 Penalty: 3181.416504
	Iteration 33Q: 3 clusters Score -2015552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2015565.375000 Penalty: 3181.416504
	Iteration 34Q: 3 clusters Score -2015565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2015576.500000 Penalty: 3181.416504
	Iteration 35Q: 3 clusters Score -2015576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2015593.000000 Penalty: 3181.416504
	Iteration 36Q: 3 clusters Score -2015593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2015611.250000 Penalty: 3181.416504
	Iteration 37Q: 3 clusters Score -2015611 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2015633.000000 Penalty: 3181.416504
	Iteration 38Q: 3 clusters Score -2015633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2015648.375000 Penalty: 3181.416504
	Iteration 39Q: 3 clusters Score -2015648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2015668.250000 Penalty: 3181.416504
	Iteration 40F: 3 clusters Score -2015668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2015691.250000 Penalty: 3181.416504
	Iteration 41Q: 3 clusters Score -2015691 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2015718.125000 Penalty: 3181.416504
	Iteration 42Q: 3 clusters Score -2015718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2015731.875000 Penalty: 3181.416504
	Iteration 43Q: 3 clusters Score -2015732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2015753.250000 Penalty: 3181.416504
	Iteration 44Q: 3 clusters Score -2015753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2015774.250000 Penalty: 3181.416504
	Iteration 45Q: 3 clusters Score -2015774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2015789.750000 Penalty: 3181.416504
	Iteration 46Q: 3 clusters Score -2015790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2015809.875000 Penalty: 3181.416504
	Iteration 47Q: 3 clusters Score -2015810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2015830.375000 Penalty: 3181.416504
	Iteration 48Q: 3 clusters Score -2015830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2015851.125000 Penalty: 3181.416504
	Iteration 49Q: 3 clusters Score -2015851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2015877.750000 Penalty: 3181.416504
	Iteration 50Q: 3 clusters Score -2015878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2015904.125000 Penalty: 3181.416504
	Iteration 51Q: 3 clusters Score -2015904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2015938.375000 Penalty: 3181.416504
	Iteration 52Q: 3 clusters Score -2015938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2015986.750000 Penalty: 3181.416504
	Iteration 53Q: 3 clusters Score -2015987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2015999.500000 Penalty: 3181.416504
	Iteration 54Q: 3 clusters Score -2016000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2016039.125000 Penalty: 3181.416504
	Iteration 55Q: 3 clusters Score -2016039 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2016095.750000 Penalty: 3181.416504
	Iteration 56Q: 3 clusters Score -2016096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2016125.875000 Penalty: 3181.416504
	Iteration 57Q: 3 clusters Score -2016126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2016153.125000 Penalty: 3181.416504
	Iteration 58Q: 3 clusters Score -2016153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2016173.375000 Penalty: 3181.416504
	Iteration 59Q: 3 clusters Score -2016173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2016202.000000 Penalty: 3181.416504
	Iteration 60F: 3 clusters Score -2016202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2016226.750000 Penalty: 3181.416504
	Iteration 61Q: 3 clusters Score -2016227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2016249.500000 Penalty: 3181.416504
	Iteration 62Q: 3 clusters Score -2016250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2016265.500000 Penalty: 3181.416504
	Iteration 63Q: 3 clusters Score -2016266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2016281.375000 Penalty: 3181.416504
	Iteration 64Q: 3 clusters Score -2016281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2016298.250000 Penalty: 3181.416504
	Iteration 65Q: 3 clusters Score -2016298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2016315.000000 Penalty: 3181.416504
	Iteration 66Q: 3 clusters Score -2016315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2016337.125000 Penalty: 3181.416504
	Iteration 67Q: 3 clusters Score -2016337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2016352.125000 Penalty: 3181.416504
	Iteration 68Q: 3 clusters Score -2016352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2016365.000000 Penalty: 3181.416504
	Iteration 69Q: 3 clusters Score -2016365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2016377.000000 Penalty: 3181.416504
	Iteration 70Q: 3 clusters Score -2016377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2016379.000000 Penalty: 3181.416504
	Iteration 71Q: 3 clusters Score -2016379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2016381.750000 Penalty: 3181.416504
	Iteration 72Q: 3 clusters Score -2016382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2016389.625000 Penalty: 3181.416504
	Iteration 73Q: 3 clusters Score -2016390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2016390.250000 Penalty: 3181.416504
	Iteration 74Q: 3 clusters Score -2016390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2016392.750000 Penalty: 3181.416504
	Iteration 75Q: 3 clusters Score -2016393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2016395.625000 Penalty: 3181.416504
	Iteration 76Q: 3 clusters Score -2016396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2016398.250000 Penalty: 3181.416504
	Iteration 77Q: 3 clusters Score -2016398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2016400.000000 Penalty: 3181.416504
	Iteration 78Q: 3 clusters Score -2016400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2016399.250000 Penalty: 3181.416504
	Iteration 79Q: 3 clusters Score -2016399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2016399.250000 Penalty: 3181.416504
	Iteration 80F: 3 clusters Score -2016399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -35756.812500 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -35756.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34851.628906 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -34851.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35101.285156 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -35101.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35434.648438 Penalty: 1894.407349
	Iteration 2F: 3 clusters Score -35434.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35565.632812 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -35565.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35624.906250 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -35624.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35648.105469 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -35648.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35667.851562 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -35667.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35670.230469 Penalty: 1894.407349
	Iteration 7Q: 3 clusters Score -35670.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35670.230469 Penalty: 1894.407349
	Iteration 8F: 3 clusters Score -35670.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -456345.281250 Penalty: 1352.822876
	Iteration 0F: 2 clusters Score -456345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -452911.750000 Penalty: 2705.645752
	Iteration 0F: 3 clusters Score -452911.8 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -453801.593750 Penalty: 2705.645752
	Iteration 1F: 3 clusters Score -453801.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -453984.875000 Penalty: 2705.645752
	Iteration 2F: 3 clusters Score -453984.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -454099.093750 Penalty: 2705.645752
	Iteration 3F: 3 clusters Score -454099.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -454180.656250 Penalty: 2705.645752
	Iteration 4Q: 3 clusters Score -454180.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -454241.187500 Penalty: 2705.645752
	Iteration 5Q: 3 clusters Score -454241.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -454282.062500 Penalty: 2705.645752
	Iteration 6Q: 3 clusters Score -454282.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -454308.187500 Penalty: 2705.645752
	Iteration 7Q: 3 clusters Score -454308.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -454331.468750 Penalty: 2705.645752
	Iteration 8Q: 3 clusters Score -454331.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -454359.468750 Penalty: 2705.645752
	Iteration 9Q: 3 clusters Score -454359.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -454396.687500 Penalty: 2705.645752
	Iteration 10Q: 3 clusters Score -454396.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -454442.906250 Penalty: 2705.645752
	Iteration 11Q: 3 clusters Score -454442.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -454493.218750 Penalty: 2705.645752
	Iteration 12Q: 3 clusters Score -454493.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -454546.718750 Penalty: 2705.645752
	Iteration 13Q: 3 clusters Score -454546.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -454584.218750 Penalty: 2705.645752
	Iteration 14Q: 3 clusters Score -454584.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -454617.656250 Penalty: 2705.645752
	Iteration 15Q: 3 clusters Score -454617.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -454652.218750 Penalty: 2705.645752
	Iteration 16Q: 3 clusters Score -454652.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -454692.125000 Penalty: 2705.645752
	Iteration 17Q: 3 clusters Score -454692.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -454739.312500 Penalty: 2705.645752
	Iteration 18Q: 3 clusters Score -454739.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -454790.875000 Penalty: 2705.645752
	Iteration 19Q: 3 clusters Score -454790.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -454840.437500 Penalty: 2705.645752
	Iteration 20F: 3 clusters Score -454840.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -454885.812500 Penalty: 2705.645752
	Iteration 21Q: 3 clusters Score -454885.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -454922.125000 Penalty: 2705.645752
	Iteration 22Q: 3 clusters Score -454922.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -454954.125000 Penalty: 2705.645752
	Iteration 23Q: 3 clusters Score -454954.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -454983.375000 Penalty: 2705.645752
	Iteration 24Q: 3 clusters Score -454983.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -455012.968750 Penalty: 2705.645752
	Iteration 25Q: 3 clusters Score -455013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -455038.375000 Penalty: 2705.645752
	Iteration 26Q: 3 clusters Score -455038.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -455060.187500 Penalty: 2705.645752
	Iteration 27Q: 3 clusters Score -455060.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -455077.406250 Penalty: 2705.645752
	Iteration 28Q: 3 clusters Score -455077.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -455084.687500 Penalty: 2705.645752
	Iteration 29Q: 3 clusters Score -455084.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -455089.000000 Penalty: 2705.645752
	Iteration 30Q: 3 clusters Score -455089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -455095.218750 Penalty: 2705.645752
	Iteration 31Q: 3 clusters Score -455095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -455109.968750 Penalty: 2705.645752
	Iteration 32Q: 3 clusters Score -455110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -455116.968750 Penalty: 2705.645752
	Iteration 33Q: 3 clusters Score -455117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -455121.406250 Penalty: 2705.645752
	Iteration 34Q: 3 clusters Score -455121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -455124.156250 Penalty: 2705.645752
	Iteration 35Q: 3 clusters Score -455124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -455128.000000 Penalty: 2705.645752
	Iteration 36Q: 3 clusters Score -455128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -455137.500000 Penalty: 2705.645752
	Iteration 37Q: 3 clusters Score -455137.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -455150.781250 Penalty: 2705.645752
	Iteration 38Q: 3 clusters Score -455150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -455153.843750 Penalty: 2705.645752
	Iteration 39Q: 3 clusters Score -455153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -455155.625000 Penalty: 2705.645752
	Iteration 40F: 3 clusters Score -455155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -455156.093750 Penalty: 2705.645752
	Iteration 41Q: 3 clusters Score -455156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -455156.093750 Penalty: 2705.645752
	Iteration 42F: 3 clusters Score -455156.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -450514.781250 Penalty: 1350.682129
	Iteration 0F: 2 clusters Score -450514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -447141.343750 Penalty: 2701.364258
	Iteration 0F: 3 clusters Score -447141.3 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -448010.906250 Penalty: 2701.364258
	Iteration 1F: 3 clusters Score -448010.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -448158.531250 Penalty: 2701.364258
	Iteration 2F: 3 clusters Score -448158.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -448265.843750 Penalty: 2701.364258
	Iteration 3F: 3 clusters Score -448265.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -448348.781250 Penalty: 2701.364258
	Iteration 4Q: 3 clusters Score -448348.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -448421.125000 Penalty: 2701.364258
	Iteration 5Q: 3 clusters Score -448421.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -448505.718750 Penalty: 2701.364258
	Iteration 6Q: 3 clusters Score -448505.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -448583.281250 Penalty: 2701.364258
	Iteration 7Q: 3 clusters Score -448583.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -448661.187500 Penalty: 2701.364258
	Iteration 8Q: 3 clusters Score -448661.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -448737.000000 Penalty: 2701.364258
	Iteration 9Q: 3 clusters Score -448737 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -448810.312500 Penalty: 2701.364258
	Iteration 10Q: 3 clusters Score -448810.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -448874.937500 Penalty: 2701.364258
	Iteration 11Q: 3 clusters Score -448874.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -448929.968750 Penalty: 2701.364258
	Iteration 12Q: 3 clusters Score -448930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -448981.781250 Penalty: 2701.364258
	Iteration 13Q: 3 clusters Score -448981.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -449028.968750 Penalty: 2701.364258
	Iteration 14Q: 3 clusters Score -449029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -449065.312500 Penalty: 2701.364258
	Iteration 15Q: 3 clusters Score -449065.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -449090.875000 Penalty: 2701.364258
	Iteration 16Q: 3 clusters Score -449090.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -449117.625000 Penalty: 2701.364258
	Iteration 17Q: 3 clusters Score -449117.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -449136.250000 Penalty: 2701.364258
	Iteration 18Q: 3 clusters Score -449136.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -449152.031250 Penalty: 2701.364258
	Iteration 19Q: 3 clusters Score -449152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -449161.000000 Penalty: 2701.364258
	Iteration 20F: 3 clusters Score -449161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -449166.812500 Penalty: 2701.364258
	Iteration 21Q: 3 clusters Score -449166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -449169.531250 Penalty: 2701.364258
	Iteration 22Q: 3 clusters Score -449169.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -449173.093750 Penalty: 2701.364258
	Iteration 23Q: 3 clusters Score -449173.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -449175.218750 Penalty: 2701.364258
	Iteration 24Q: 3 clusters Score -449175.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -449176.906250 Penalty: 2701.364258
	Iteration 25Q: 3 clusters Score -449176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -449179.906250 Penalty: 2701.364258
	Iteration 26Q: 3 clusters Score -449179.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -449180.312500 Penalty: 2701.364258
	Iteration 27Q: 3 clusters Score -449180.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -449182.281250 Penalty: 2701.364258
	Iteration 28Q: 3 clusters Score -449182.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -449183.156250 Penalty: 2701.364258
	Iteration 29Q: 3 clusters Score -449183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -449185.000000 Penalty: 2701.364258
	Iteration 30Q: 3 clusters Score -449185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -449186.375000 Penalty: 2701.364258
	Iteration 31Q: 3 clusters Score -449186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -449186.312500 Penalty: 2701.364258
	Iteration 32Q: 3 clusters Score -449186.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -449187.468750 Penalty: 2701.364258
	Iteration 33Q: 3 clusters Score -449187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -449187.687500 Penalty: 2701.364258
	Iteration 34Q: 3 clusters Score -449187.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -449189.281250 Penalty: 2701.364258
	Iteration 35Q: 3 clusters Score -449189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -449189.625000 Penalty: 2701.364258
	Iteration 36Q: 3 clusters Score -449189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -449190.031250 Penalty: 2701.364258
	Iteration 37Q: 3 clusters Score -449190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -449190.531250 Penalty: 2701.364258
	Iteration 38Q: 3 clusters Score -449190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -449191.281250 Penalty: 2701.364258
	Iteration 39Q: 3 clusters Score -449191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -449191.968750 Penalty: 2701.364258
	Iteration 40F: 3 clusters Score -449192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -449192.468750 Penalty: 2701.364258
	Iteration 41Q: 3 clusters Score -449192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -449192.437500 Penalty: 2701.364258
	Iteration 42Q: 3 clusters Score -449192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -449192.593750 Penalty: 2701.364258
	Iteration 43Q: 3 clusters Score -449192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -449193.500000 Penalty: 2701.364258
	Iteration 44Q: 3 clusters Score -449193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -449194.125000 Penalty: 2701.364258
	Iteration 45Q: 3 clusters Score -449194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -449194.750000 Penalty: 2701.364258
	Iteration 46Q: 3 clusters Score -449194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -449194.562500 Penalty: 2701.364258
	Iteration 47Q: 3 clusters Score -449194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -449194.718750 Penalty: 2701.364258
	Iteration 48Q: 3 clusters Score -449194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -449195.093750 Penalty: 2701.364258
	Iteration 49Q: 3 clusters Score -449195.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -449195.093750 Penalty: 2701.364258
	Iteration 50F: 3 clusters Score -449195.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Entering Unmasked Estep 
Score: -1276314.750000 Penalty: 1517.157837
	Iteration 0F: 2 clusters Score -1276315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1268216.000000 Penalty: 3034.315674
	Iteration 0F: 3 clusters Score -1268216 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1270869.250000 Penalty: 3034.315674
	Iteration 1F: 3 clusters Score -1270869 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1271135.250000 Penalty: 3034.315674
	Iteration 2F: 3 clusters Score -1271135 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1271391.000000 Penalty: 3034.315674
	Iteration 3Q: 3 clusters Score -1271391 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1271602.125000 Penalty: 3034.315674
	Iteration 4Q: 3 clusters Score -1271602 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1271800.875000 Penalty: 3034.315674
	Iteration 5Q: 3 clusters Score -1271801 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1271983.000000 Penalty: 3034.315674
	Iteration 6Q: 3 clusters Score -1271983 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1272170.750000 Penalty: 3034.315674
	Iteration 7Q: 3 clusters Score -1272171 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1272359.625000 Penalty: 3034.315674
	Iteration 8Q: 3 clusters Score -1272360 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1272556.375000 Penalty: 3034.315674
	Iteration 9Q: 3 clusters Score -1272556 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1272758.750000 Penalty: 3034.315674
	Iteration 10Q: 3 clusters Score -1272759 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1272952.750000 Penalty: 3034.315674
	Iteration 11Q: 3 clusters Score -1272953 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1273133.125000 Penalty: 3034.315674
	Iteration 12Q: 3 clusters Score -1273133 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1273291.125000 Penalty: 3034.315674
	Iteration 13Q: 3 clusters Score -1273291 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1273427.000000 Penalty: 3034.315674
	Iteration 14Q: 3 clusters Score -1273427 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1273507.625000 Penalty: 3034.315674
	Iteration 15Q: 3 clusters Score -1273508 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1273572.125000 Penalty: 3034.315674
	Iteration 16Q: 3 clusters Score -1273572 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1273610.375000 Penalty: 3034.315674
	Iteration 17Q: 3 clusters Score -1273610 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1273650.625000 Penalty: 3034.315674
	Iteration 18Q: 3 clusters Score -1273651 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1273687.625000 Penalty: 3034.315674
	Iteration 19Q: 3 clusters Score -1273688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1273733.875000 Penalty: 3034.315674
	Iteration 20F: 3 clusters Score -1273734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1273786.000000 Penalty: 3034.315674
	Iteration 21Q: 3 clusters Score -1273786 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1273840.250000 Penalty: 3034.315674
	Iteration 22Q: 3 clusters Score -1273840 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1273915.500000 Penalty: 3034.315674
	Iteration 23Q: 3 clusters Score -1273916 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1273988.625000 Penalty: 3034.315674
	Iteration 24Q: 3 clusters Score -1273989 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1274059.500000 Penalty: 3034.315674
	Iteration 25Q: 3 clusters Score -1274060 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1274141.125000 Penalty: 3034.315674
	Iteration 26Q: 3 clusters Score -1274141 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1274255.500000 Penalty: 3034.315674
	Iteration 27Q: 3 clusters Score -1274256 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1274403.125000 Penalty: 3034.315674
	Iteration 28Q: 3 clusters Score -1274403 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1274534.625000 Penalty: 3034.315674
	Iteration 29Q: 3 clusters Score -1274535 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1274638.375000 Penalty: 3034.315674
	Iteration 30Q: 3 clusters Score -1274638 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1274724.750000 Penalty: 3034.315674
	Iteration 31Q: 3 clusters Score -1274725 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1274792.625000 Penalty: 3034.315674
	Iteration 32Q: 3 clusters Score -1274793 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1274850.000000 Penalty: 3034.315674
	Iteration 33Q: 3 clusters Score -1274850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1274905.250000 Penalty: 3034.315674
	Iteration 34Q: 3 clusters Score -1274905 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1274958.750000 Penalty: 3034.315674
	Iteration 35Q: 3 clusters Score -1274959 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1275001.625000 Penalty: 3034.315674
	Iteration 36Q: 3 clusters Score -1275002 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1275035.625000 Penalty: 3034.315674
	Iteration 37Q: 3 clusters Score -1275036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1275058.375000 Penalty: 3034.315674
	Iteration 38Q: 3 clusters Score -1275058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1275068.750000 Penalty: 3034.315674
	Iteration 39Q: 3 clusters Score -1275069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1275083.250000 Penalty: 3034.315674
	Iteration 40F: 3 clusters Score -1275083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1275097.000000 Penalty: 3034.315674
	Iteration 41Q: 3 clusters Score -1275097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1275110.875000 Penalty: 3034.315674
	Iteration 42Q: 3 clusters Score -1275111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1275119.500000 Penalty: 3034.315674
	Iteration 43Q: 3 clusters Score -1275120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1275135.500000 Penalty: 3034.315674
	Iteration 44Q: 3 clusters Score -1275136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1275148.500000 Penalty: 3034.315674
	Iteration 45Q: 3 clusters Score -1275148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1275163.250000 Penalty: 3034.315674
	Iteration 46Q: 3 clusters Score -1275163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1275179.750000 Penalty: 3034.315674
	Iteration 47Q: 3 clusters Score -1275180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1275191.625000 Penalty: 3034.315674
	Iteration 48Q: 3 clusters Score -1275192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1275203.125000 Penalty: 3034.315674
	Iteration 49Q: 3 clusters Score -1275203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1275219.125000 Penalty: 3034.315674
	Iteration 50Q: 3 clusters Score -1275219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1275230.625000 Penalty: 3034.315674
	Iteration 51Q: 3 clusters Score -1275231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1275248.625000 Penalty: 3034.315674
	Iteration 52Q: 3 clusters Score -1275249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1275265.875000 Penalty: 3034.315674
	Iteration 53Q: 3 clusters Score -1275266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1275284.875000 Penalty: 3034.315674
	Iteration 54Q: 3 clusters Score -1275285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1275302.625000 Penalty: 3034.315674
	Iteration 55Q: 3 clusters Score -1275303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1275320.750000 Penalty: 3034.315674
	Iteration 56Q: 3 clusters Score -1275321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1275338.750000 Penalty: 3034.315674
	Iteration 57Q: 3 clusters Score -1275339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1275358.875000 Penalty: 3034.315674
	Iteration 58Q: 3 clusters Score -1275359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1275391.500000 Penalty: 3034.315674
	Iteration 59Q: 3 clusters Score -1275392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1275427.625000 Penalty: 3034.315674
	Iteration 60F: 3 clusters Score -1275428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1275454.500000 Penalty: 3034.315674
	Iteration 61Q: 3 clusters Score -1275454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1275477.000000 Penalty: 3034.315674
	Iteration 62Q: 3 clusters Score -1275477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1275493.000000 Penalty: 3034.315674
	Iteration 63Q: 3 clusters Score -1275493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1275510.500000 Penalty: 3034.315674
	Iteration 64Q: 3 clusters Score -1275510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1275521.875000 Penalty: 3034.315674
	Iteration 65Q: 3 clusters Score -1275522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1275536.750000 Penalty: 3034.315674
	Iteration 66Q: 3 clusters Score -1275537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1275544.000000 Penalty: 3034.315674
	Iteration 67Q: 3 clusters Score -1275544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1275552.500000 Penalty: 3034.315674
	Iteration 68Q: 3 clusters Score -1275552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1275561.625000 Penalty: 3034.315674
	Iteration 69Q: 3 clusters Score -1275562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1275574.500000 Penalty: 3034.315674
	Iteration 70Q: 3 clusters Score -1275574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1275574.500000 Penalty: 3034.315674
	Iteration 71Q: 3 clusters Score -1275574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1275582.625000 Penalty: 3034.315674
	Iteration 72Q: 3 clusters Score -1275583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1275587.625000 Penalty: 3034.315674
	Iteration 73Q: 3 clusters Score -1275588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1275591.125000 Penalty: 3034.315674
	Iteration 74Q: 3 clusters Score -1275591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1275594.250000 Penalty: 3034.315674
	Iteration 75Q: 3 clusters Score -1275594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1275596.875000 Penalty: 3034.315674
	Iteration 76Q: 3 clusters Score -1275597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1275597.750000 Penalty: 3034.315674
	Iteration 77Q: 3 clusters Score -1275598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1275599.625000 Penalty: 3034.315674
	Iteration 78Q: 3 clusters Score -1275600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1275603.125000 Penalty: 3034.315674
	Iteration 79Q: 3 clusters Score -1275603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1275602.375000 Penalty: 3034.315674
	Iteration 80F: 3 clusters Score -1275602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -49727.203125 Penalty: 1027.708374
	Iteration 0F: 2 clusters Score -49727.2 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 279 members 
Entering Unmasked Estep 
Score: -48698.671875 Penalty: 2055.416748
	Iteration 0F: 3 clusters Score -48698.67 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48924.953125 Penalty: 2055.416748
	Iteration 1F: 3 clusters Score -48924.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49024.625000 Penalty: 2055.416748
	Iteration 2F: 3 clusters Score -49024.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49104.355469 Penalty: 2055.416748
	Iteration 3F: 3 clusters Score -49104.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49179.863281 Penalty: 2055.416748
	Iteration 4Q: 3 clusters Score -49179.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49268.308594 Penalty: 2055.416748
	Iteration 5Q: 3 clusters Score -49268.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49308.625000 Penalty: 2055.416748
	Iteration 6Q: 3 clusters Score -49308.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49369.203125 Penalty: 2055.416748
	Iteration 7Q: 3 clusters Score -49369.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49403.910156 Penalty: 2055.416748
	Iteration 8Q: 3 clusters Score -49403.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49430.429688 Penalty: 2055.416748
	Iteration 9Q: 3 clusters Score -49430.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49433.824219 Penalty: 2055.416748
	Iteration 10Q: 3 clusters Score -49433.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49435.187500 Penalty: 2055.416748
	Iteration 11Q: 3 clusters Score -49435.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49435.187500 Penalty: 2055.416748
	Iteration 12F: 3 clusters Score -49435.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -702187.562500 Penalty: 1429.650757
	Iteration 0F: 2 clusters Score -702187.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -697221.562500 Penalty: 2859.301514
	Iteration 0F: 3 clusters Score -697221.6 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -698965.875000 Penalty: 2859.301514
	Iteration 1F: 3 clusters Score -698965.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -699493.687500 Penalty: 2859.301514
	Iteration 2F: 3 clusters Score -699493.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -700005.500000 Penalty: 2859.301514
	Iteration 3F: 3 clusters Score -700005.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -700425.937500 Penalty: 2859.301514
	Iteration 4F: 3 clusters Score -700425.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -700753.250000 Penalty: 2859.301514
	Iteration 5F: 3 clusters Score -700753.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -701065.000000 Penalty: 2859.301514
	Iteration 6F: 3 clusters Score -701065 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -701289.750000 Penalty: 2859.301514
	Iteration 7Q: 3 clusters Score -701289.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -701438.750000 Penalty: 2859.301514
	Iteration 8Q: 3 clusters Score -701438.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -701524.937500 Penalty: 2859.301514
	Iteration 9Q: 3 clusters Score -701524.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -701573.187500 Penalty: 2859.301514
	Iteration 10Q: 3 clusters Score -701573.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -701604.062500 Penalty: 2859.301514
	Iteration 11Q: 3 clusters Score -701604.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -701626.125000 Penalty: 2859.301514
	Iteration 12Q: 3 clusters Score -701626.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -701642.562500 Penalty: 2859.301514
	Iteration 13Q: 3 clusters Score -701642.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -701651.937500 Penalty: 2859.301514
	Iteration 14Q: 3 clusters Score -701651.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -701657.312500 Penalty: 2859.301514
	Iteration 15Q: 3 clusters Score -701657.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -701667.875000 Penalty: 2859.301514
	Iteration 16Q: 3 clusters Score -701667.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -701675.500000 Penalty: 2859.301514
	Iteration 17Q: 3 clusters Score -701675.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -701685.437500 Penalty: 2859.301514
	Iteration 18Q: 3 clusters Score -701685.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -701691.812500 Penalty: 2859.301514
	Iteration 19Q: 3 clusters Score -701691.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -701698.062500 Penalty: 2859.301514
	Iteration 20F: 3 clusters Score -701698.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -701704.375000 Penalty: 2859.301514
	Iteration 21Q: 3 clusters Score -701704.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -701710.500000 Penalty: 2859.301514
	Iteration 22Q: 3 clusters Score -701710.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -701717.187500 Penalty: 2859.301514
	Iteration 23Q: 3 clusters Score -701717.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -701723.875000 Penalty: 2859.301514
	Iteration 24Q: 3 clusters Score -701723.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -701728.375000 Penalty: 2859.301514
	Iteration 25Q: 3 clusters Score -701728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -701730.875000 Penalty: 2859.301514
	Iteration 26Q: 3 clusters Score -701730.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -701735.937500 Penalty: 2859.301514
	Iteration 27Q: 3 clusters Score -701735.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -701737.312500 Penalty: 2859.301514
	Iteration 28Q: 3 clusters Score -701737.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -701740.812500 Penalty: 2859.301514
	Iteration 29Q: 3 clusters Score -701740.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -701744.437500 Penalty: 2859.301514
	Iteration 30Q: 3 clusters Score -701744.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -701746.750000 Penalty: 2859.301514
	Iteration 31Q: 3 clusters Score -701746.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -701751.125000 Penalty: 2859.301514
	Iteration 32Q: 3 clusters Score -701751.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -701753.000000 Penalty: 2859.301514
	Iteration 33Q: 3 clusters Score -701753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -701753.250000 Penalty: 2859.301514
	Iteration 34Q: 3 clusters Score -701753.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -701755.937500 Penalty: 2859.301514
	Iteration 35Q: 3 clusters Score -701755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -701757.812500 Penalty: 2859.301514
	Iteration 36Q: 3 clusters Score -701757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -701756.687500 Penalty: 2859.301514
	Iteration 37Q: 3 clusters Score -701756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -701757.250000 Penalty: 2859.301514
	Iteration 38Q: 3 clusters Score -701757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -701758.812500 Penalty: 2859.301514
	Iteration 39Q: 3 clusters Score -701758.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -701761.000000 Penalty: 2859.301514
	Iteration 40F: 3 clusters Score -701761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -701762.375000 Penalty: 2859.301514
	Iteration 41Q: 3 clusters Score -701762.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -701761.875000 Penalty: 2859.301514
	Iteration 42Q: 3 clusters Score -701761.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -701763.062500 Penalty: 2859.301514
	Iteration 43Q: 3 clusters Score -701763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -701764.750000 Penalty: 2859.301514
	Iteration 44Q: 3 clusters Score -701764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -701765.750000 Penalty: 2859.301514
	Iteration 45Q: 3 clusters Score -701765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -701766.187500 Penalty: 2859.301514
	Iteration 46Q: 3 clusters Score -701766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -701767.312500 Penalty: 2859.301514
	Iteration 47Q: 3 clusters Score -701767.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -701770.750000 Penalty: 2859.301514
	Iteration 48Q: 3 clusters Score -701770.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -701777.062500 Penalty: 2859.301514
	Iteration 49Q: 3 clusters Score -701777.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -701779.125000 Penalty: 2859.301514
	Iteration 50Q: 3 clusters Score -701779.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -701783.750000 Penalty: 2859.301514
	Iteration 51Q: 3 clusters Score -701783.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -701788.875000 Penalty: 2859.301514
	Iteration 52Q: 3 clusters Score -701788.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -701791.375000 Penalty: 2859.301514
	Iteration 53Q: 3 clusters Score -701791.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -701793.562500 Penalty: 2859.301514
	Iteration 54Q: 3 clusters Score -701793.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -701797.812500 Penalty: 2859.301514
	Iteration 55Q: 3 clusters Score -701797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -701798.500000 Penalty: 2859.301514
	Iteration 56Q: 3 clusters Score -701798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -701799.000000 Penalty: 2859.301514
	Iteration 57Q: 3 clusters Score -701799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -701801.250000 Penalty: 2859.301514
	Iteration 58Q: 3 clusters Score -701801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -701801.500000 Penalty: 2859.301514
	Iteration 59Q: 3 clusters Score -701801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -701801.687500 Penalty: 2859.301514
	Iteration 60F: 3 clusters Score -701801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -701804.312500 Penalty: 2859.301514
	Iteration 61Q: 3 clusters Score -701804.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -701804.750000 Penalty: 2859.301514
	Iteration 62Q: 3 clusters Score -701804.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -701805.437500 Penalty: 2859.301514
	Iteration 63Q: 3 clusters Score -701805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -701808.250000 Penalty: 2859.301514
	Iteration 64Q: 3 clusters Score -701808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -701808.062500 Penalty: 2859.301514
	Iteration 65Q: 3 clusters Score -701808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -701809.625000 Penalty: 2859.301514
	Iteration 66Q: 3 clusters Score -701809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -701809.625000 Penalty: 2859.301514
	Iteration 67F: 3 clusters Score -701809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Entering Unmasked Estep 
Score: -924363.500000 Penalty: 1471.451904
	Iteration 0F: 2 clusters Score -924363.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -918206.875000 Penalty: 2942.903809
	Iteration 0F: 3 clusters Score -918206.9 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -920624.875000 Penalty: 2942.903809
	Iteration 1F: 3 clusters Score -920624.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -921297.500000 Penalty: 2942.903809
	Iteration 2F: 3 clusters Score -921297.5 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -921895.187500 Penalty: 2942.903809
	Iteration 3F: 3 clusters Score -921895.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -922415.875000 Penalty: 2942.903809
	Iteration 4F: 3 clusters Score -922415.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -922950.562500 Penalty: 2942.903809
	Iteration 5F: 3 clusters Score -922950.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -923407.687500 Penalty: 2942.903809
	Iteration 6F: 3 clusters Score -923407.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -923713.312500 Penalty: 2942.903809
	Iteration 7Q: 3 clusters Score -923713.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -923878.375000 Penalty: 2942.903809
	Iteration 8Q: 3 clusters Score -923878.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -923976.062500 Penalty: 2942.903809
	Iteration 9Q: 3 clusters Score -923976.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -924038.312500 Penalty: 2942.903809
	Iteration 10Q: 3 clusters Score -924038.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -924103.250000 Penalty: 2942.903809
	Iteration 11Q: 3 clusters Score -924103.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -924129.437500 Penalty: 2942.903809
	Iteration 12Q: 3 clusters Score -924129.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -924156.500000 Penalty: 2942.903809
	Iteration 13Q: 3 clusters Score -924156.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -924179.437500 Penalty: 2942.903809
	Iteration 14Q: 3 clusters Score -924179.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -924194.437500 Penalty: 2942.903809
	Iteration 15Q: 3 clusters Score -924194.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -924215.375000 Penalty: 2942.903809
	Iteration 16Q: 3 clusters Score -924215.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -924232.187500 Penalty: 2942.903809
	Iteration 17Q: 3 clusters Score -924232.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -924239.562500 Penalty: 2942.903809
	Iteration 18Q: 3 clusters Score -924239.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -924249.312500 Penalty: 2942.903809
	Iteration 19Q: 3 clusters Score -924249.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -924254.562500 Penalty: 2942.903809
	Iteration 20F: 3 clusters Score -924254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -924258.687500 Penalty: 2942.903809
	Iteration 21Q: 3 clusters Score -924258.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -924257.937500 Penalty: 2942.903809
	Iteration 22Q: 3 clusters Score -924257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -924259.312500 Penalty: 2942.903809
	Iteration 23Q: 3 clusters Score -924259.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -924259.312500 Penalty: 2942.903809
	Iteration 24F: 3 clusters Score -924259.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -454384.843750 Penalty: 1352.822876
	Iteration 0F: 2 clusters Score -454384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -450935.625000 Penalty: 2705.645752
	Iteration 0F: 3 clusters Score -450935.6 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -451843.406250 Penalty: 2705.645752
	Iteration 1F: 3 clusters Score -451843.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -451996.218750 Penalty: 2705.645752
	Iteration 2F: 3 clusters Score -451996.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -452097.187500 Penalty: 2705.645752
	Iteration 3Q: 3 clusters Score -452097.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -452153.531250 Penalty: 2705.645752
	Iteration 4Q: 3 clusters Score -452153.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -452193.968750 Penalty: 2705.645752
	Iteration 5Q: 3 clusters Score -452194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -452233.000000 Penalty: 2705.645752
	Iteration 6Q: 3 clusters Score -452233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -452263.156250 Penalty: 2705.645752
	Iteration 7Q: 3 clusters Score -452263.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -452284.093750 Penalty: 2705.645752
	Iteration 8Q: 3 clusters Score -452284.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -452298.250000 Penalty: 2705.645752
	Iteration 9Q: 3 clusters Score -452298.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -452314.093750 Penalty: 2705.645752
	Iteration 10Q: 3 clusters Score -452314.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -452325.750000 Penalty: 2705.645752
	Iteration 11Q: 3 clusters Score -452325.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -452336.093750 Penalty: 2705.645752
	Iteration 12Q: 3 clusters Score -452336.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -452343.875000 Penalty: 2705.645752
	Iteration 13Q: 3 clusters Score -452343.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -452352.187500 Penalty: 2705.645752
	Iteration 14Q: 3 clusters Score -452352.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -452358.093750 Penalty: 2705.645752
	Iteration 15Q: 3 clusters Score -452358.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -452363.468750 Penalty: 2705.645752
	Iteration 16Q: 3 clusters Score -452363.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -452369.375000 Penalty: 2705.645752
	Iteration 17Q: 3 clusters Score -452369.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -452375.312500 Penalty: 2705.645752
	Iteration 18Q: 3 clusters Score -452375.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -452382.031250 Penalty: 2705.645752
	Iteration 19Q: 3 clusters Score -452382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -452388.843750 Penalty: 2705.645752
	Iteration 20F: 3 clusters Score -452388.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -452392.812500 Penalty: 2705.645752
	Iteration 21Q: 3 clusters Score -452392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -452395.250000 Penalty: 2705.645752
	Iteration 22Q: 3 clusters Score -452395.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -452398.625000 Penalty: 2705.645752
	Iteration 23Q: 3 clusters Score -452398.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -452402.187500 Penalty: 2705.645752
	Iteration 24Q: 3 clusters Score -452402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -452404.625000 Penalty: 2705.645752
	Iteration 25Q: 3 clusters Score -452404.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -452408.718750 Penalty: 2705.645752
	Iteration 26Q: 3 clusters Score -452408.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -452409.687500 Penalty: 2705.645752
	Iteration 27Q: 3 clusters Score -452409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -452411.750000 Penalty: 2705.645752
	Iteration 28Q: 3 clusters Score -452411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -452414.656250 Penalty: 2705.645752
	Iteration 29Q: 3 clusters Score -452414.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -452415.781250 Penalty: 2705.645752
	Iteration 30Q: 3 clusters Score -452415.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -452418.343750 Penalty: 2705.645752
	Iteration 31Q: 3 clusters Score -452418.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -452421.687500 Penalty: 2705.645752
	Iteration 32Q: 3 clusters Score -452421.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -452424.031250 Penalty: 2705.645752
	Iteration 33Q: 3 clusters Score -452424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -452426.062500 Penalty: 2705.645752
	Iteration 34Q: 3 clusters Score -452426.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -452429.218750 Penalty: 2705.645752
	Iteration 35Q: 3 clusters Score -452429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -452432.750000 Penalty: 2705.645752
	Iteration 36Q: 3 clusters Score -452432.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -452436.062500 Penalty: 2705.645752
	Iteration 37Q: 3 clusters Score -452436.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -452442.406250 Penalty: 2705.645752
	Iteration 38Q: 3 clusters Score -452442.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -452448.687500 Penalty: 2705.645752
	Iteration 39Q: 3 clusters Score -452448.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -452452.656250 Penalty: 2705.645752
	Iteration 40F: 3 clusters Score -452452.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -452458.156250 Penalty: 2705.645752
	Iteration 41Q: 3 clusters Score -452458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -452463.093750 Penalty: 2705.645752
	Iteration 42Q: 3 clusters Score -452463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -452464.781250 Penalty: 2705.645752
	Iteration 43Q: 3 clusters Score -452464.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -452470.281250 Penalty: 2705.645752
	Iteration 44Q: 3 clusters Score -452470.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -452477.187500 Penalty: 2705.645752
	Iteration 45Q: 3 clusters Score -452477.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -452486.218750 Penalty: 2705.645752
	Iteration 46Q: 3 clusters Score -452486.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -452497.000000 Penalty: 2705.645752
	Iteration 47Q: 3 clusters Score -452497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -452508.343750 Penalty: 2705.645752
	Iteration 48Q: 3 clusters Score -452508.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -452519.843750 Penalty: 2705.645752
	Iteration 49Q: 3 clusters Score -452519.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -452532.125000 Penalty: 2705.645752
	Iteration 50Q: 3 clusters Score -452532.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -452547.687500 Penalty: 2705.645752
	Iteration 51Q: 3 clusters Score -452547.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -452561.843750 Penalty: 2705.645752
	Iteration 52Q: 3 clusters Score -452561.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -452584.562500 Penalty: 2705.645752
	Iteration 53Q: 3 clusters Score -452584.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -452607.125000 Penalty: 2705.645752
	Iteration 54Q: 3 clusters Score -452607.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -452631.250000 Penalty: 2705.645752
	Iteration 55Q: 3 clusters Score -452631.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -452652.406250 Penalty: 2705.645752
	Iteration 56Q: 3 clusters Score -452652.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -452677.906250 Penalty: 2705.645752
	Iteration 57Q: 3 clusters Score -452677.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -452704.156250 Penalty: 2705.645752
	Iteration 58Q: 3 clusters Score -452704.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -452735.031250 Penalty: 2705.645752
	Iteration 59Q: 3 clusters Score -452735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -452769.343750 Penalty: 2705.645752
	Iteration 60F: 3 clusters Score -452769.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -452812.125000 Penalty: 2705.645752
	Iteration 61Q: 3 clusters Score -452812.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -452854.343750 Penalty: 2705.645752
	Iteration 62Q: 3 clusters Score -452854.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -452895.281250 Penalty: 2705.645752
	Iteration 63Q: 3 clusters Score -452895.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -452929.562500 Penalty: 2705.645752
	Iteration 64Q: 3 clusters Score -452929.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -452962.500000 Penalty: 2705.645752
	Iteration 65Q: 3 clusters Score -452962.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -452997.406250 Penalty: 2705.645752
	Iteration 66Q: 3 clusters Score -452997.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -453021.906250 Penalty: 2705.645752
	Iteration 67Q: 3 clusters Score -453021.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -453047.718750 Penalty: 2705.645752
	Iteration 68Q: 3 clusters Score -453047.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -453070.250000 Penalty: 2705.645752
	Iteration 69Q: 3 clusters Score -453070.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -453090.062500 Penalty: 2705.645752
	Iteration 70Q: 3 clusters Score -453090.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -453107.625000 Penalty: 2705.645752
	Iteration 71Q: 3 clusters Score -453107.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -453114.593750 Penalty: 2705.645752
	Iteration 72Q: 3 clusters Score -453114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -453121.187500 Penalty: 2705.645752
	Iteration 73Q: 3 clusters Score -453121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -453125.531250 Penalty: 2705.645752
	Iteration 74Q: 3 clusters Score -453125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -453128.125000 Penalty: 2705.645752
	Iteration 75Q: 3 clusters Score -453128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -453136.000000 Penalty: 2705.645752
	Iteration 76Q: 3 clusters Score -453136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -453140.718750 Penalty: 2705.645752
	Iteration 77Q: 3 clusters Score -453140.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -453146.562500 Penalty: 2705.645752
	Iteration 78Q: 3 clusters Score -453146.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -453156.343750 Penalty: 2705.645752
	Iteration 79Q: 3 clusters Score -453156.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -453164.500000 Penalty: 2705.645752
	Iteration 80F: 3 clusters Score -453164.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -453172.281250 Penalty: 2705.645752
	Iteration 81Q: 3 clusters Score -453172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -453177.312500 Penalty: 2705.645752
	Iteration 82Q: 3 clusters Score -453177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -453185.906250 Penalty: 2705.645752
	Iteration 83Q: 3 clusters Score -453185.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -453194.156250 Penalty: 2705.645752
	Iteration 84Q: 3 clusters Score -453194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -453198.875000 Penalty: 2705.645752
	Iteration 85Q: 3 clusters Score -453198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -453203.968750 Penalty: 2705.645752
	Iteration 86Q: 3 clusters Score -453204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -453204.218750 Penalty: 2705.645752
	Iteration 87Q: 3 clusters Score -453204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -453205.218750 Penalty: 2705.645752
	Iteration 88Q: 3 clusters Score -453205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -453205.343750 Penalty: 2705.645752
	Iteration 89Q: 3 clusters Score -453205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -453205.343750 Penalty: 2705.645752
	Iteration 90F: 3 clusters Score -453205.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Entering Unmasked Estep 
Score: -381662.218750 Penalty: 1322.990723
	Iteration 0F: 2 clusters Score -381662.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -378680.812500 Penalty: 2645.981445
	Iteration 0F: 3 clusters Score -378680.8 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -379416.906250 Penalty: 2645.981445
	Iteration 1F: 3 clusters Score -379416.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -379555.625000 Penalty: 2645.981445
	Iteration 2F: 3 clusters Score -379555.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -379653.000000 Penalty: 2645.981445
	Iteration 3Q: 3 clusters Score -379653 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -379722.750000 Penalty: 2645.981445
	Iteration 4Q: 3 clusters Score -379722.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -379772.031250 Penalty: 2645.981445
	Iteration 5Q: 3 clusters Score -379772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -379811.406250 Penalty: 2645.981445
	Iteration 6Q: 3 clusters Score -379811.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -379844.000000 Penalty: 2645.981445
	Iteration 7Q: 3 clusters Score -379844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -379880.406250 Penalty: 2645.981445
	Iteration 8Q: 3 clusters Score -379880.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -379930.875000 Penalty: 2645.981445
	Iteration 9Q: 3 clusters Score -379930.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -379973.750000 Penalty: 2645.981445
	Iteration 10Q: 3 clusters Score -379973.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -380019.437500 Penalty: 2645.981445
	Iteration 11Q: 3 clusters Score -380019.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -380079.781250 Penalty: 2645.981445
	Iteration 12Q: 3 clusters Score -380079.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -380149.875000 Penalty: 2645.981445
	Iteration 13Q: 3 clusters Score -380149.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -380211.000000 Penalty: 2645.981445
	Iteration 14Q: 3 clusters Score -380211 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -380269.781250 Penalty: 2645.981445
	Iteration 15Q: 3 clusters Score -380269.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -380325.625000 Penalty: 2645.981445
	Iteration 16Q: 3 clusters Score -380325.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -380367.281250 Penalty: 2645.981445
	Iteration 17Q: 3 clusters Score -380367.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -380396.437500 Penalty: 2645.981445
	Iteration 18Q: 3 clusters Score -380396.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -380416.875000 Penalty: 2645.981445
	Iteration 19Q: 3 clusters Score -380416.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -380437.312500 Penalty: 2645.981445
	Iteration 20F: 3 clusters Score -380437.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -380465.156250 Penalty: 2645.981445
	Iteration 21Q: 3 clusters Score -380465.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -380485.000000 Penalty: 2645.981445
	Iteration 22Q: 3 clusters Score -380485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -380500.968750 Penalty: 2645.981445
	Iteration 23Q: 3 clusters Score -380501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -380520.125000 Penalty: 2645.981445
	Iteration 24Q: 3 clusters Score -380520.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -380541.687500 Penalty: 2645.981445
	Iteration 25Q: 3 clusters Score -380541.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -380558.718750 Penalty: 2645.981445
	Iteration 26Q: 3 clusters Score -380558.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -380565.437500 Penalty: 2645.981445
	Iteration 27Q: 3 clusters Score -380565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -380571.000000 Penalty: 2645.981445
	Iteration 28Q: 3 clusters Score -380571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -380575.843750 Penalty: 2645.981445
	Iteration 29Q: 3 clusters Score -380575.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -380577.406250 Penalty: 2645.981445
	Iteration 30Q: 3 clusters Score -380577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -380579.781250 Penalty: 2645.981445
	Iteration 31Q: 3 clusters Score -380579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -380580.843750 Penalty: 2645.981445
	Iteration 32Q: 3 clusters Score -380580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -380581.718750 Penalty: 2645.981445
	Iteration 33Q: 3 clusters Score -380581.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -380585.906250 Penalty: 2645.981445
	Iteration 34Q: 3 clusters Score -380585.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -380591.687500 Penalty: 2645.981445
	Iteration 35Q: 3 clusters Score -380591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -380595.062500 Penalty: 2645.981445
	Iteration 36Q: 3 clusters Score -380595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -380599.656250 Penalty: 2645.981445
	Iteration 37Q: 3 clusters Score -380599.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -380601.531250 Penalty: 2645.981445
	Iteration 38Q: 3 clusters Score -380601.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -380602.718750 Penalty: 2645.981445
	Iteration 39Q: 3 clusters Score -380602.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -380603.000000 Penalty: 2645.981445
	Iteration 40F: 3 clusters Score -380603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -380603.781250 Penalty: 2645.981445
	Iteration 41Q: 3 clusters Score -380603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -380603.781250 Penalty: 2645.981445
	Iteration 42F: 3 clusters Score -380603.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -4305639.500000 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -4305640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -4279901.000000 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -4279901 nChanged 17914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4290000.000000 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -4290000 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4290581.500000 Penalty: 3430.198730
	Iteration 2Q: 3 clusters Score -4290582 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4291224.500000 Penalty: 3430.198730
	Iteration 3Q: 3 clusters Score -4291224 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4291868.000000 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -4291868 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -4292623.500000 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -4292624 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -4293450.000000 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -4293450 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4294616.500000 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -4294616 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4296080.000000 Penalty: 3430.198730
	Iteration 8F: 3 clusters Score -4296080 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -4297567.500000 Penalty: 3430.198730
	Iteration 9F: 3 clusters Score -4297568 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -4298755.500000 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -4298756 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -4299572.500000 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -4299572 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -4300111.500000 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -4300112 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4300532.000000 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -4300532 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4300988.500000 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -4300988 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -4301448.000000 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -4301448 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4301920.500000 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -4301920 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -4302393.500000 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -4302394 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4302796.000000 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -4302796 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4303121.000000 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -4303121 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4303367.500000 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -4303368 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4303530.500000 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -4303530 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4303653.000000 Penalty: 3430.198730
	Iteration 22Q: 3 clusters Score -4303653 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4303736.000000 Penalty: 3430.198730
	Iteration 23Q: 3 clusters Score -4303736 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4303805.000000 Penalty: 3430.198730
	Iteration 24Q: 3 clusters Score -4303805 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4303841.000000 Penalty: 3430.198730
	Iteration 25Q: 3 clusters Score -4303841 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4303879.000000 Penalty: 3430.198730
	Iteration 26Q: 3 clusters Score -4303879 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4303916.500000 Penalty: 3430.198730
	Iteration 27Q: 3 clusters Score -4303916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4303945.000000 Penalty: 3430.198730
	Iteration 28Q: 3 clusters Score -4303945 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4303959.500000 Penalty: 3430.198730
	Iteration 29Q: 3 clusters Score -4303960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4303974.000000 Penalty: 3430.198730
	Iteration 30Q: 3 clusters Score -4303974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4303991.000000 Penalty: 3430.198730
	Iteration 31Q: 3 clusters Score -4303991 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4304007.500000 Penalty: 3430.198730
	Iteration 32Q: 3 clusters Score -4304008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4304024.500000 Penalty: 3430.198730
	Iteration 33Q: 3 clusters Score -4304024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4304036.000000 Penalty: 3430.198730
	Iteration 34Q: 3 clusters Score -4304036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4304044.500000 Penalty: 3430.198730
	Iteration 35Q: 3 clusters Score -4304044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4304059.000000 Penalty: 3430.198730
	Iteration 36Q: 3 clusters Score -4304059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4304061.500000 Penalty: 3430.198730
	Iteration 37Q: 3 clusters Score -4304062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4304070.500000 Penalty: 3430.198730
	Iteration 38Q: 3 clusters Score -4304070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4304071.000000 Penalty: 3430.198730
	Iteration 39Q: 3 clusters Score -4304071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4304071.000000 Penalty: 3430.198730
	Iteration 40F: 3 clusters Score -4304071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4304078.000000 Penalty: 3430.198730
	Iteration 41Q: 3 clusters Score -4304078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4304084.500000 Penalty: 3430.198730
	Iteration 42Q: 3 clusters Score -4304084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4304087.500000 Penalty: 3430.198730
	Iteration 43Q: 3 clusters Score -4304088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4304107.500000 Penalty: 3430.198730
	Iteration 44Q: 3 clusters Score -4304108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4304115.000000 Penalty: 3430.198730
	Iteration 45Q: 3 clusters Score -4304115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4304124.000000 Penalty: 3430.198730
	Iteration 46Q: 3 clusters Score -4304124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4304138.500000 Penalty: 3430.198730
	Iteration 47Q: 3 clusters Score -4304138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4304152.500000 Penalty: 3430.198730
	Iteration 48Q: 3 clusters Score -4304152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4304158.000000 Penalty: 3430.198730
	Iteration 49Q: 3 clusters Score -4304158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4304169.000000 Penalty: 3430.198730
	Iteration 50Q: 3 clusters Score -4304169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4304180.500000 Penalty: 3430.198730
	Iteration 51Q: 3 clusters Score -4304180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4304189.000000 Penalty: 3430.198730
	Iteration 52Q: 3 clusters Score -4304189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4304189.500000 Penalty: 3430.198730
	Iteration 53Q: 3 clusters Score -4304190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4304203.500000 Penalty: 3430.198730
	Iteration 54Q: 3 clusters Score -4304204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4304211.000000 Penalty: 3430.198730
	Iteration 55Q: 3 clusters Score -4304211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4304213.000000 Penalty: 3430.198730
	Iteration 56Q: 3 clusters Score -4304213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4304215.500000 Penalty: 3430.198730
	Iteration 57Q: 3 clusters Score -4304216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4304220.000000 Penalty: 3430.198730
	Iteration 58Q: 3 clusters Score -4304220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4304227.000000 Penalty: 3430.198730
	Iteration 59Q: 3 clusters Score -4304227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4304226.000000 Penalty: 3430.198730
	Iteration 60F: 3 clusters Score -4304226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4304224.500000 Penalty: 3430.198730
	Iteration 61Q: 3 clusters Score -4304224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4304228.500000 Penalty: 3430.198730
	Iteration 62Q: 3 clusters Score -4304228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4304226.500000 Penalty: 3430.198730
	Iteration 63Q: 3 clusters Score -4304226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4304226.000000 Penalty: 3430.198730
	Iteration 64Q: 3 clusters Score -4304226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4304222.500000 Penalty: 3430.198730
	Iteration 65Q: 3 clusters Score -4304222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4304227.000000 Penalty: 3430.198730
	Iteration 66Q: 3 clusters Score -4304227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4304234.000000 Penalty: 3430.198730
	Iteration 67Q: 3 clusters Score -4304234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4304236.500000 Penalty: 3430.198730
	Iteration 68Q: 3 clusters Score -4304236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4304246.000000 Penalty: 3430.198730
	Iteration 69Q: 3 clusters Score -4304246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4304244.000000 Penalty: 3430.198730
	Iteration 70Q: 3 clusters Score -4304244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4304240.500000 Penalty: 3430.198730
	Iteration 71Q: 3 clusters Score -4304240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4304241.000000 Penalty: 3430.198730
	Iteration 72Q: 3 clusters Score -4304241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4304242.000000 Penalty: 3430.198730
	Iteration 73Q: 3 clusters Score -4304242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4304242.000000 Penalty: 3430.198730
	Iteration 74F: 3 clusters Score -4304242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Entering Unmasked Estep 
Score: -2484714.000000 Penalty: 1625.512207
	Iteration 0F: 2 clusters Score -2484714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2469876.000000 Penalty: 3251.024414
	Iteration 0F: 3 clusters Score -2469876 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2475502.750000 Penalty: 3251.024414
	Iteration 1F: 3 clusters Score -2475503 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2476114.250000 Penalty: 3251.024414
	Iteration 2F: 3 clusters Score -2476114 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2476865.250000 Penalty: 3251.024414
	Iteration 3F: 3 clusters Score -2476865 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2477957.750000 Penalty: 3251.024414
	Iteration 4F: 3 clusters Score -2477958 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2479338.000000 Penalty: 3251.024414
	Iteration 5F: 3 clusters Score -2479338 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2480708.750000 Penalty: 3251.024414
	Iteration 6F: 3 clusters Score -2480709 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2481760.750000 Penalty: 3251.024414
	Iteration 7F: 3 clusters Score -2481761 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2482400.750000 Penalty: 3251.024414
	Iteration 8Q: 3 clusters Score -2482401 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2482745.750000 Penalty: 3251.024414
	Iteration 9Q: 3 clusters Score -2482746 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2483017.000000 Penalty: 3251.024414
	Iteration 10Q: 3 clusters Score -2483017 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2483286.250000 Penalty: 3251.024414
	Iteration 11Q: 3 clusters Score -2483286 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2483534.000000 Penalty: 3251.024414
	Iteration 12Q: 3 clusters Score -2483534 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2483747.750000 Penalty: 3251.024414
	Iteration 13Q: 3 clusters Score -2483748 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2483934.750000 Penalty: 3251.024414
	Iteration 14Q: 3 clusters Score -2483935 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2484069.000000 Penalty: 3251.024414
	Iteration 15Q: 3 clusters Score -2484069 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2484165.250000 Penalty: 3251.024414
	Iteration 16Q: 3 clusters Score -2484165 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2484200.250000 Penalty: 3251.024414
	Iteration 17Q: 3 clusters Score -2484200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2484229.500000 Penalty: 3251.024414
	Iteration 18Q: 3 clusters Score -2484230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2484238.750000 Penalty: 3251.024414
	Iteration 19Q: 3 clusters Score -2484239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2484246.500000 Penalty: 3251.024414
	Iteration 20F: 3 clusters Score -2484246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2484260.500000 Penalty: 3251.024414
	Iteration 21Q: 3 clusters Score -2484260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2484264.000000 Penalty: 3251.024414
	Iteration 22Q: 3 clusters Score -2484264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2484267.250000 Penalty: 3251.024414
	Iteration 23Q: 3 clusters Score -2484267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2484266.000000 Penalty: 3251.024414
	Iteration 24Q: 3 clusters Score -2484266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2484273.750000 Penalty: 3251.024414
	Iteration 25Q: 3 clusters Score -2484274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2484278.000000 Penalty: 3251.024414
	Iteration 26Q: 3 clusters Score -2484278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2484278.500000 Penalty: 3251.024414
	Iteration 27Q: 3 clusters Score -2484278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2484284.000000 Penalty: 3251.024414
	Iteration 28Q: 3 clusters Score -2484284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2484280.500000 Penalty: 3251.024414
	Iteration 29Q: 3 clusters Score -2484280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2484290.500000 Penalty: 3251.024414
	Iteration 30Q: 3 clusters Score -2484290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2484295.500000 Penalty: 3251.024414
	Iteration 31Q: 3 clusters Score -2484296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2484299.000000 Penalty: 3251.024414
	Iteration 32Q: 3 clusters Score -2484299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2484301.750000 Penalty: 3251.024414
	Iteration 33Q: 3 clusters Score -2484302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2484299.500000 Penalty: 3251.024414
	Iteration 34Q: 3 clusters Score -2484300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2484300.000000 Penalty: 3251.024414
	Iteration 35Q: 3 clusters Score -2484300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2484306.000000 Penalty: 3251.024414
	Iteration 36Q: 3 clusters Score -2484306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2484305.500000 Penalty: 3251.024414
	Iteration 37Q: 3 clusters Score -2484306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2484303.500000 Penalty: 3251.024414
	Iteration 38Q: 3 clusters Score -2484304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2484301.250000 Penalty: 3251.024414
	Iteration 39Q: 3 clusters Score -2484301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2484302.500000 Penalty: 3251.024414
	Iteration 40F: 3 clusters Score -2484302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2484306.250000 Penalty: 3251.024414
	Iteration 41Q: 3 clusters Score -2484306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2484307.750000 Penalty: 3251.024414
	Iteration 42Q: 3 clusters Score -2484308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2484303.500000 Penalty: 3251.024414
	Iteration 43Q: 3 clusters Score -2484304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2484312.000000 Penalty: 3251.024414
	Iteration 44Q: 3 clusters Score -2484312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2484309.500000 Penalty: 3251.024414
	Iteration 45Q: 3 clusters Score -2484310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2484311.000000 Penalty: 3251.024414
	Iteration 46Q: 3 clusters Score -2484311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2484317.000000 Penalty: 3251.024414
	Iteration 47Q: 3 clusters Score -2484317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2484320.500000 Penalty: 3251.024414
	Iteration 48Q: 3 clusters Score -2484320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2484319.000000 Penalty: 3251.024414
	Iteration 49Q: 3 clusters Score -2484319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2484319.500000 Penalty: 3251.024414
	Iteration 50Q: 3 clusters Score -2484320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2484321.250000 Penalty: 3251.024414
	Iteration 51Q: 3 clusters Score -2484321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2484318.000000 Penalty: 3251.024414
	Iteration 52Q: 3 clusters Score -2484318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2484316.750000 Penalty: 3251.024414
	Iteration 53Q: 3 clusters Score -2484317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2484316.750000 Penalty: 3251.024414
	Iteration 54F: 3 clusters Score -2484317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Entering Unmasked Estep 
Score: -1696324.000000 Penalty: 1571.740479
	Iteration 0F: 2 clusters Score -1696324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1685367.000000 Penalty: 3143.480957
	Iteration 0F: 3 clusters Score -1685367 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1689199.875000 Penalty: 3143.480957
	Iteration 1F: 3 clusters Score -1689200 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1689534.750000 Penalty: 3143.480957
	Iteration 2F: 3 clusters Score -1689535 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1689889.625000 Penalty: 3143.480957
	Iteration 3F: 3 clusters Score -1689890 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1690411.375000 Penalty: 3143.480957
	Iteration 4F: 3 clusters Score -1690411 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1691120.875000 Penalty: 3143.480957
	Iteration 5F: 3 clusters Score -1691121 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1692084.750000 Penalty: 3143.480957
	Iteration 6F: 3 clusters Score -1692085 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1693041.125000 Penalty: 3143.480957
	Iteration 7F: 3 clusters Score -1693041 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1693802.250000 Penalty: 3143.480957
	Iteration 8F: 3 clusters Score -1693802 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1694387.375000 Penalty: 3143.480957
	Iteration 9Q: 3 clusters Score -1694387 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1694868.875000 Penalty: 3143.480957
	Iteration 10Q: 3 clusters Score -1694869 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1695194.750000 Penalty: 3143.480957
	Iteration 11Q: 3 clusters Score -1695195 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1695312.875000 Penalty: 3143.480957
	Iteration 12Q: 3 clusters Score -1695313 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1695348.500000 Penalty: 3143.480957
	Iteration 13Q: 3 clusters Score -1695348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1695365.500000 Penalty: 3143.480957
	Iteration 14Q: 3 clusters Score -1695366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1695374.000000 Penalty: 3143.480957
	Iteration 15Q: 3 clusters Score -1695374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1695382.625000 Penalty: 3143.480957
	Iteration 16Q: 3 clusters Score -1695383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1695380.500000 Penalty: 3143.480957
	Iteration 17Q: 3 clusters Score -1695380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1695384.000000 Penalty: 3143.480957
	Iteration 18Q: 3 clusters Score -1695384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1695385.750000 Penalty: 3143.480957
	Iteration 19Q: 3 clusters Score -1695386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1695386.375000 Penalty: 3143.480957
	Iteration 20F: 3 clusters Score -1695386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1695387.875000 Penalty: 3143.480957
	Iteration 21Q: 3 clusters Score -1695388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1695387.375000 Penalty: 3143.480957
	Iteration 22Q: 3 clusters Score -1695387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1695385.250000 Penalty: 3143.480957
	Iteration 23Q: 3 clusters Score -1695385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1695387.625000 Penalty: 3143.480957
	Iteration 24Q: 3 clusters Score -1695388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1695387.500000 Penalty: 3143.480957
	Iteration 25Q: 3 clusters Score -1695388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1695387.125000 Penalty: 3143.480957
	Iteration 26Q: 3 clusters Score -1695387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1695387.625000 Penalty: 3143.480957
	Iteration 27Q: 3 clusters Score -1695388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1695387.000000 Penalty: 3143.480957
	Iteration 28Q: 3 clusters Score -1695387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1695389.625000 Penalty: 3143.480957
	Iteration 29Q: 3 clusters Score -1695390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1695391.500000 Penalty: 3143.480957
	Iteration 30Q: 3 clusters Score -1695392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1695392.250000 Penalty: 3143.480957
	Iteration 31Q: 3 clusters Score -1695392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1695391.250000 Penalty: 3143.480957
	Iteration 32Q: 3 clusters Score -1695391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1695393.000000 Penalty: 3143.480957
	Iteration 33Q: 3 clusters Score -1695393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1695392.000000 Penalty: 3143.480957
	Iteration 34Q: 3 clusters Score -1695392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1695396.000000 Penalty: 3143.480957
	Iteration 35Q: 3 clusters Score -1695396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1695401.125000 Penalty: 3143.480957
	Iteration 36Q: 3 clusters Score -1695401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1695403.750000 Penalty: 3143.480957
	Iteration 37Q: 3 clusters Score -1695404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1695403.500000 Penalty: 3143.480957
	Iteration 38Q: 3 clusters Score -1695404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1695404.875000 Penalty: 3143.480957
	Iteration 39Q: 3 clusters Score -1695405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1695405.625000 Penalty: 3143.480957
	Iteration 40F: 3 clusters Score -1695406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1695403.375000 Penalty: 3143.480957
	Iteration 41Q: 3 clusters Score -1695403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1695406.000000 Penalty: 3143.480957
	Iteration 42Q: 3 clusters Score -1695406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1695402.500000 Penalty: 3143.480957
	Iteration 43Q: 3 clusters Score -1695402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1695402.375000 Penalty: 3143.480957
	Iteration 44Q: 3 clusters Score -1695402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1695403.000000 Penalty: 3143.480957
	Iteration 45Q: 3 clusters Score -1695403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1695403.000000 Penalty: 3143.480957
	Iteration 46F: 3 clusters Score -1695403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -511955.375000 Penalty: 1369.324463
	Iteration 0F: 2 clusters Score -511955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -508263.093750 Penalty: 2738.648926
	Iteration 0F: 3 clusters Score -508263.1 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -509264.187500 Penalty: 2738.648926
	Iteration 1F: 3 clusters Score -509264.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -509413.593750 Penalty: 2738.648926
	Iteration 2F: 3 clusters Score -509413.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -509507.531250 Penalty: 2738.648926
	Iteration 3Q: 3 clusters Score -509507.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -509578.750000 Penalty: 2738.648926
	Iteration 4Q: 3 clusters Score -509578.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -509638.843750 Penalty: 2738.648926
	Iteration 5Q: 3 clusters Score -509638.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -509711.500000 Penalty: 2738.648926
	Iteration 6Q: 3 clusters Score -509711.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -509785.000000 Penalty: 2738.648926
	Iteration 7Q: 3 clusters Score -509785 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -509868.875000 Penalty: 2738.648926
	Iteration 8Q: 3 clusters Score -509868.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -509949.718750 Penalty: 2738.648926
	Iteration 9Q: 3 clusters Score -509949.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -510018.468750 Penalty: 2738.648926
	Iteration 10Q: 3 clusters Score -510018.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -510089.687500 Penalty: 2738.648926
	Iteration 11Q: 3 clusters Score -510089.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -510165.875000 Penalty: 2738.648926
	Iteration 12Q: 3 clusters Score -510165.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -510249.906250 Penalty: 2738.648926
	Iteration 13Q: 3 clusters Score -510249.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -510335.593750 Penalty: 2738.648926
	Iteration 14Q: 3 clusters Score -510335.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -510414.500000 Penalty: 2738.648926
	Iteration 15Q: 3 clusters Score -510414.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -510487.625000 Penalty: 2738.648926
	Iteration 16Q: 3 clusters Score -510487.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -510551.843750 Penalty: 2738.648926
	Iteration 17Q: 3 clusters Score -510551.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -510593.968750 Penalty: 2738.648926
	Iteration 18Q: 3 clusters Score -510594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -510627.375000 Penalty: 2738.648926
	Iteration 19Q: 3 clusters Score -510627.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -510658.593750 Penalty: 2738.648926
	Iteration 20F: 3 clusters Score -510658.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -510684.875000 Penalty: 2738.648926
	Iteration 21Q: 3 clusters Score -510684.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -510707.656250 Penalty: 2738.648926
	Iteration 22Q: 3 clusters Score -510707.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -510719.843750 Penalty: 2738.648926
	Iteration 23Q: 3 clusters Score -510719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -510728.937500 Penalty: 2738.648926
	Iteration 24Q: 3 clusters Score -510728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -510738.437500 Penalty: 2738.648926
	Iteration 25Q: 3 clusters Score -510738.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -510748.906250 Penalty: 2738.648926
	Iteration 26Q: 3 clusters Score -510748.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -510763.406250 Penalty: 2738.648926
	Iteration 27Q: 3 clusters Score -510763.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -510773.281250 Penalty: 2738.648926
	Iteration 28Q: 3 clusters Score -510773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -510778.031250 Penalty: 2738.648926
	Iteration 29Q: 3 clusters Score -510778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -510781.281250 Penalty: 2738.648926
	Iteration 30Q: 3 clusters Score -510781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -510781.968750 Penalty: 2738.648926
	Iteration 31Q: 3 clusters Score -510782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -510781.968750 Penalty: 2738.648926
	Iteration 32F: 3 clusters Score -510782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Entering Unmasked Estep 
Score: -580937.937500 Penalty: 1407.432007
	Iteration 0F: 2 clusters Score -580937.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -576481.000000 Penalty: 2814.864014
	Iteration 0F: 3 clusters Score -576481 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -577897.687500 Penalty: 2814.864014
	Iteration 1F: 3 clusters Score -577897.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -578312.875000 Penalty: 2814.864014
	Iteration 2F: 3 clusters Score -578312.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -578652.312500 Penalty: 2814.864014
	Iteration 3F: 3 clusters Score -578652.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -579059.000000 Penalty: 2814.864014
	Iteration 4F: 3 clusters Score -579059 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -579534.687500 Penalty: 2814.864014
	Iteration 5F: 3 clusters Score -579534.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -579931.750000 Penalty: 2814.864014
	Iteration 6F: 3 clusters Score -579931.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -580203.375000 Penalty: 2814.864014
	Iteration 7F: 3 clusters Score -580203.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -580367.750000 Penalty: 2814.864014
	Iteration 8Q: 3 clusters Score -580367.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -580452.375000 Penalty: 2814.864014
	Iteration 9Q: 3 clusters Score -580452.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -580498.625000 Penalty: 2814.864014
	Iteration 10Q: 3 clusters Score -580498.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -580531.812500 Penalty: 2814.864014
	Iteration 11Q: 3 clusters Score -580531.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -580560.187500 Penalty: 2814.864014
	Iteration 12Q: 3 clusters Score -580560.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -580582.000000 Penalty: 2814.864014
	Iteration 13Q: 3 clusters Score -580582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -580601.312500 Penalty: 2814.864014
	Iteration 14Q: 3 clusters Score -580601.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -580619.750000 Penalty: 2814.864014
	Iteration 15Q: 3 clusters Score -580619.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -580631.687500 Penalty: 2814.864014
	Iteration 16Q: 3 clusters Score -580631.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -580640.375000 Penalty: 2814.864014
	Iteration 17Q: 3 clusters Score -580640.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -580645.875000 Penalty: 2814.864014
	Iteration 18Q: 3 clusters Score -580645.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -580648.750000 Penalty: 2814.864014
	Iteration 19Q: 3 clusters Score -580648.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -580658.062500 Penalty: 2814.864014
	Iteration 20F: 3 clusters Score -580658.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -580661.562500 Penalty: 2814.864014
	Iteration 21Q: 3 clusters Score -580661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -580662.687500 Penalty: 2814.864014
	Iteration 22Q: 3 clusters Score -580662.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -580663.750000 Penalty: 2814.864014
	Iteration 23Q: 3 clusters Score -580663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -580665.687500 Penalty: 2814.864014
	Iteration 24Q: 3 clusters Score -580665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -580666.437500 Penalty: 2814.864014
	Iteration 25Q: 3 clusters Score -580666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -580667.125000 Penalty: 2814.864014
	Iteration 26Q: 3 clusters Score -580667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -580670.187500 Penalty: 2814.864014
	Iteration 27Q: 3 clusters Score -580670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -580672.062500 Penalty: 2814.864014
	Iteration 28Q: 3 clusters Score -580672.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -580672.875000 Penalty: 2814.864014
	Iteration 29Q: 3 clusters Score -580672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -580673.312500 Penalty: 2814.864014
	Iteration 30Q: 3 clusters Score -580673.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -580674.750000 Penalty: 2814.864014
	Iteration 31Q: 3 clusters Score -580674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -580676.125000 Penalty: 2814.864014
	Iteration 32Q: 3 clusters Score -580676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -580677.750000 Penalty: 2814.864014
	Iteration 33Q: 3 clusters Score -580677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -580677.937500 Penalty: 2814.864014
	Iteration 34Q: 3 clusters Score -580677.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -580679.250000 Penalty: 2814.864014
	Iteration 35Q: 3 clusters Score -580679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -580679.625000 Penalty: 2814.864014
	Iteration 36Q: 3 clusters Score -580679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -580679.625000 Penalty: 2814.864014
	Iteration 37F: 3 clusters Score -580679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 191800 members 
Mstep: Class 6 contains 17836 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11343 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 13 contains 8562 members 
Mstep: Class 15 contains 4126 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696908.000000 Penalty: 41806.339844
Iteration 199Q: 21 clusters Score -4.169691e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 191783 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 11341 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 8561 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 38351 members 
Mstep: Class 18 contains 22098 members 
Mstep: Class 20 contains 15868 members 
Mstep: Class 21 contains 4566 members 
Mstep: Class 22 contains 5785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696936.000000 Penalty: 41806.339844
Iteration 200F: 21 clusters Score -4.169694e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191758 members 
Mstep: Class 6 contains 17841 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 11352 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 8560 members 
Mstep: Class 15 contains 4124 members 
Mstep: Class 16 contains 3435 members 
Mstep: Class 17 contains 38349 members 
Mstep: Class 18 contains 22099 members 
Mstep: Class 20 contains 15867 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696952.000000 Penalty: 41806.339844
Iteration 201Q: 21 clusters Score -4.169695e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 6223 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191746 members 
Mstep: Class 6 contains 17846 members 
Mstep: Class 7 contains 365 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 11360 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 6617 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3435 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22097 members 
Mstep: Class 20 contains 15868 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696932.000000 Penalty: 41806.339844
Iteration 202Q: 21 clusters Score -4.169693e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191722 members 
Mstep: Class 6 contains 17851 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 11375 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 8560 members 
Mstep: Class 15 contains 4121 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 22095 members 
Mstep: Class 20 contains 15868 members 
Mstep: Class 21 contains 4563 members 
Mstep: Class 22 contains 5798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696964.000000 Penalty: 41806.339844
Iteration 203Q: 21 clusters Score -4.169696e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191707 members 
Mstep: Class 6 contains 17854 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6614 members 
Mstep: Class 13 contains 8560 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38342 members 
Mstep: Class 18 contains 22094 members 
Mstep: Class 20 contains 15866 members 
Mstep: Class 21 contains 4563 members 
Mstep: Class 22 contains 5801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696964.000000 Penalty: 41806.339844
Iteration 204Q: 21 clusters Score -4.169696e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 12532 members 
Mstep: Class 5 contains 191700 members 
Mstep: Class 6 contains 17857 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4075 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6612 members 
Mstep: Class 13 contains 8560 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38339 members 
Mstep: Class 18 contains 22094 members 
Mstep: Class 20 contains 15864 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697020.000000 Penalty: 41806.339844
Iteration 205Q: 21 clusters Score -4.169702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191698 members 
Mstep: Class 6 contains 17860 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11387 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38337 members 
Mstep: Class 18 contains 22097 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697032.000000 Penalty: 41806.339844
Iteration 206Q: 21 clusters Score -4.169703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 191696 members 
Mstep: Class 6 contains 17861 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38336 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697044.000000 Penalty: 41806.339844
Iteration 207Q: 21 clusters Score -4.169704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 191692 members 
Mstep: Class 6 contains 17863 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38338 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697048.000000 Penalty: 41806.339844
Iteration 208Q: 21 clusters Score -4.169705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 191691 members 
Mstep: Class 6 contains 17865 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11391 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38336 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697024.000000 Penalty: 41806.339844
Iteration 209Q: 21 clusters Score -4.169702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 191683 members 
Mstep: Class 6 contains 17865 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11395 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38336 members 
Mstep: Class 18 contains 22097 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697032.000000 Penalty: 41806.339844
Iteration 210Q: 21 clusters Score -4.169703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 191679 members 
Mstep: Class 6 contains 17865 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11396 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38335 members 
Mstep: Class 18 contains 22099 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697036.000000 Penalty: 41806.339844
Iteration 211Q: 21 clusters Score -4.169704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 191678 members 
Mstep: Class 6 contains 17865 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11397 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38333 members 
Mstep: Class 18 contains 22098 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697056.000000 Penalty: 41806.339844
Iteration 212Q: 21 clusters Score -4.169706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191673 members 
Mstep: Class 6 contains 17865 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11399 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38333 members 
Mstep: Class 18 contains 22098 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697028.000000 Penalty: 41806.339844
Iteration 213Q: 21 clusters Score -4.169703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191670 members 
Mstep: Class 6 contains 17865 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38333 members 
Mstep: Class 18 contains 22098 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697048.000000 Penalty: 41806.339844
Iteration 214Q: 21 clusters Score -4.169705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191667 members 
Mstep: Class 6 contains 17864 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38333 members 
Mstep: Class 18 contains 22099 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697056.000000 Penalty: 41806.339844
Iteration 215Q: 21 clusters Score -4.169706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191665 members 
Mstep: Class 6 contains 17862 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38333 members 
Mstep: Class 18 contains 22101 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697068.000000 Penalty: 41806.339844
Iteration 216Q: 21 clusters Score -4.169707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191665 members 
Mstep: Class 6 contains 17862 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38333 members 
Mstep: Class 18 contains 22100 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697060.000000 Penalty: 41806.339844
Iteration 217Q: 21 clusters Score -4.169706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191665 members 
Mstep: Class 6 contains 17860 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11410 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38333 members 
Mstep: Class 18 contains 22099 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697052.000000 Penalty: 41806.339844
Iteration 218Q: 21 clusters Score -4.169705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191664 members 
Mstep: Class 6 contains 17858 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11412 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38333 members 
Mstep: Class 18 contains 22099 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697028.000000 Penalty: 41806.339844
Iteration 219Q: 21 clusters Score -4.169703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191665 members 
Mstep: Class 6 contains 17858 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11411 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38333 members 
Mstep: Class 18 contains 22100 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697044.000000 Penalty: 41806.339844
Iteration 220F: 21 clusters Score -4.169704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191662 members 
Mstep: Class 6 contains 17858 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11412 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38334 members 
Mstep: Class 18 contains 22101 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697052.000000 Penalty: 41806.339844
Iteration 221Q: 21 clusters Score -4.169705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191660 members 
Mstep: Class 6 contains 17858 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38334 members 
Mstep: Class 18 contains 22101 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697056.000000 Penalty: 41806.339844
Iteration 222Q: 21 clusters Score -4.169706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191658 members 
Mstep: Class 6 contains 17858 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38334 members 
Mstep: Class 18 contains 22101 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697052.000000 Penalty: 41806.339844
Iteration 223Q: 21 clusters Score -4.169705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191657 members 
Mstep: Class 6 contains 17858 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38334 members 
Mstep: Class 18 contains 22101 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697036.000000 Penalty: 41806.339844
Iteration 224Q: 21 clusters Score -4.169704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191658 members 
Mstep: Class 6 contains 17858 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38334 members 
Mstep: Class 18 contains 22101 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697048.000000 Penalty: 41806.339844
Iteration 225Q: 21 clusters Score -4.169705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 191658 members 
Mstep: Class 6 contains 17858 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 38334 members 
Mstep: Class 18 contains 22101 members 
Mstep: Class 20 contains 15865 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697048.000000 Penalty: 41806.339844
Iteration 226F: 21 clusters Score -4.169705e+07 nChanged 0
Entering ConstructFrom: 
Score: -41697048.000000 Penalty: 41806.339844
Entering ConstructFrom: 
Trying to split cluster 1 (16016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Entering Unmasked Estep 
Score: -1793006.125000 Penalty: 1573.218262
	Iteration 0F: 2 clusters Score -1793006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1781956.625000 Penalty: 3146.436523
	Iteration 0F: 3 clusters Score -1781957 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1785903.625000 Penalty: 3146.436523
	Iteration 1F: 3 clusters Score -1785904 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1786321.750000 Penalty: 3146.436523
	Iteration 2F: 3 clusters Score -1786322 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1786695.000000 Penalty: 3146.436523
	Iteration 3F: 3 clusters Score -1786695 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1787046.000000 Penalty: 3146.436523
	Iteration 4Q: 3 clusters Score -1787046 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1787368.500000 Penalty: 3146.436523
	Iteration 5Q: 3 clusters Score -1787368 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1787687.875000 Penalty: 3146.436523
	Iteration 6Q: 3 clusters Score -1787688 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1788025.250000 Penalty: 3146.436523
	Iteration 7Q: 3 clusters Score -1788025 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1788425.375000 Penalty: 3146.436523
	Iteration 8Q: 3 clusters Score -1788425 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1788898.375000 Penalty: 3146.436523
	Iteration 9Q: 3 clusters Score -1788898 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1789415.125000 Penalty: 3146.436523
	Iteration 10Q: 3 clusters Score -1789415 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1789791.875000 Penalty: 3146.436523
	Iteration 11Q: 3 clusters Score -1789792 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1790061.500000 Penalty: 3146.436523
	Iteration 12Q: 3 clusters Score -1790062 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1790270.875000 Penalty: 3146.436523
	Iteration 13Q: 3 clusters Score -1790271 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1790436.750000 Penalty: 3146.436523
	Iteration 14Q: 3 clusters Score -1790437 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1790606.000000 Penalty: 3146.436523
	Iteration 15Q: 3 clusters Score -1790606 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1790805.875000 Penalty: 3146.436523
	Iteration 16Q: 3 clusters Score -1790806 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1791021.000000 Penalty: 3146.436523
	Iteration 17Q: 3 clusters Score -1791021 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1791259.500000 Penalty: 3146.436523
	Iteration 18Q: 3 clusters Score -1791260 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1791612.875000 Penalty: 3146.436523
	Iteration 19Q: 3 clusters Score -1791613 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1792005.625000 Penalty: 3146.436523
	Iteration 20F: 3 clusters Score -1792006 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1792387.000000 Penalty: 3146.436523
	Iteration 21Q: 3 clusters Score -1792387 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1792720.375000 Penalty: 3146.436523
	Iteration 22Q: 3 clusters Score -1792720 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1792888.625000 Penalty: 3146.436523
	Iteration 23Q: 3 clusters Score -1792889 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1792956.375000 Penalty: 3146.436523
	Iteration 24Q: 3 clusters Score -1792956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1792980.625000 Penalty: 3146.436523
	Iteration 25Q: 3 clusters Score -1792981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1792989.125000 Penalty: 3146.436523
	Iteration 26Q: 3 clusters Score -1792989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1792991.750000 Penalty: 3146.436523
	Iteration 27Q: 3 clusters Score -1792992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1793001.125000 Penalty: 3146.436523
	Iteration 28Q: 3 clusters Score -1793001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1793000.625000 Penalty: 3146.436523
	Iteration 29Q: 3 clusters Score -1793001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1793001.750000 Penalty: 3146.436523
	Iteration 30Q: 3 clusters Score -1793002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1793004.250000 Penalty: 3146.436523
	Iteration 31Q: 3 clusters Score -1793004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1793002.375000 Penalty: 3146.436523
	Iteration 32Q: 3 clusters Score -1793002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1793001.375000 Penalty: 3146.436523
	Iteration 33Q: 3 clusters Score -1793001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1793002.375000 Penalty: 3146.436523
	Iteration 34Q: 3 clusters Score -1793002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1793002.875000 Penalty: 3146.436523
	Iteration 35Q: 3 clusters Score -1793003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1793000.500000 Penalty: 3146.436523
	Iteration 36Q: 3 clusters Score -1793000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1793004.375000 Penalty: 3146.436523
	Iteration 37Q: 3 clusters Score -1793004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1793005.875000 Penalty: 3146.436523
	Iteration 38Q: 3 clusters Score -1793006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1793005.875000 Penalty: 3146.436523
	Iteration 39F: 3 clusters Score -1793006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Entering Unmasked Estep 
Score: -1250252.125000 Penalty: 1522.554199
	Iteration 0F: 2 clusters Score -1250252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1241986.875000 Penalty: 3045.108398
	Iteration 0F: 3 clusters Score -1241987 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1244794.625000 Penalty: 3045.108398
	Iteration 1F: 3 clusters Score -1244795 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1245110.250000 Penalty: 3045.108398
	Iteration 2F: 3 clusters Score -1245110 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1245362.375000 Penalty: 3045.108398
	Iteration 3F: 3 clusters Score -1245362 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1245561.375000 Penalty: 3045.108398
	Iteration 4Q: 3 clusters Score -1245561 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1245727.375000 Penalty: 3045.108398
	Iteration 5Q: 3 clusters Score -1245727 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1245900.750000 Penalty: 3045.108398
	Iteration 6Q: 3 clusters Score -1245901 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1246116.625000 Penalty: 3045.108398
	Iteration 7Q: 3 clusters Score -1246117 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1246359.625000 Penalty: 3045.108398
	Iteration 8Q: 3 clusters Score -1246360 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1246638.875000 Penalty: 3045.108398
	Iteration 9Q: 3 clusters Score -1246639 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1246942.875000 Penalty: 3045.108398
	Iteration 10Q: 3 clusters Score -1246943 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1247347.125000 Penalty: 3045.108398
	Iteration 11Q: 3 clusters Score -1247347 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1247808.625000 Penalty: 3045.108398
	Iteration 12Q: 3 clusters Score -1247809 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1248245.750000 Penalty: 3045.108398
	Iteration 13Q: 3 clusters Score -1248246 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1248550.500000 Penalty: 3045.108398
	Iteration 14Q: 3 clusters Score -1248550 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1248746.375000 Penalty: 3045.108398
	Iteration 15Q: 3 clusters Score -1248746 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1248865.375000 Penalty: 3045.108398
	Iteration 16Q: 3 clusters Score -1248865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1248941.375000 Penalty: 3045.108398
	Iteration 17Q: 3 clusters Score -1248941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1248973.875000 Penalty: 3045.108398
	Iteration 18Q: 3 clusters Score -1248974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1248993.125000 Penalty: 3045.108398
	Iteration 19Q: 3 clusters Score -1248993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1249015.125000 Penalty: 3045.108398
	Iteration 20F: 3 clusters Score -1249015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1249029.875000 Penalty: 3045.108398
	Iteration 21Q: 3 clusters Score -1249030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1249037.000000 Penalty: 3045.108398
	Iteration 22Q: 3 clusters Score -1249037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1249045.625000 Penalty: 3045.108398
	Iteration 23Q: 3 clusters Score -1249046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1249049.500000 Penalty: 3045.108398
	Iteration 24Q: 3 clusters Score -1249050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1249054.625000 Penalty: 3045.108398
	Iteration 25Q: 3 clusters Score -1249055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1249061.250000 Penalty: 3045.108398
	Iteration 26Q: 3 clusters Score -1249061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1249066.000000 Penalty: 3045.108398
	Iteration 27Q: 3 clusters Score -1249066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1249068.000000 Penalty: 3045.108398
	Iteration 28Q: 3 clusters Score -1249068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1249068.000000 Penalty: 3045.108398
	Iteration 29F: 3 clusters Score -1249068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -690447.437500 Penalty: 1419.549072
	Iteration 0F: 2 clusters Score -690447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -685648.312500 Penalty: 2839.098145
	Iteration 0F: 3 clusters Score -685648.3 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -687006.312500 Penalty: 2839.098145
	Iteration 1F: 3 clusters Score -687006.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -687222.937500 Penalty: 2839.098145
	Iteration 2F: 3 clusters Score -687222.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -687392.812500 Penalty: 2839.098145
	Iteration 3F: 3 clusters Score -687392.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -687513.687500 Penalty: 2839.098145
	Iteration 4Q: 3 clusters Score -687513.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -687612.625000 Penalty: 2839.098145
	Iteration 5Q: 3 clusters Score -687612.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -687718.375000 Penalty: 2839.098145
	Iteration 6Q: 3 clusters Score -687718.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -687842.875000 Penalty: 2839.098145
	Iteration 7Q: 3 clusters Score -687842.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -687988.750000 Penalty: 2839.098145
	Iteration 8Q: 3 clusters Score -687988.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -688147.937500 Penalty: 2839.098145
	Iteration 9Q: 3 clusters Score -688147.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -688306.250000 Penalty: 2839.098145
	Iteration 10Q: 3 clusters Score -688306.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -688482.375000 Penalty: 2839.098145
	Iteration 11Q: 3 clusters Score -688482.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -688668.562500 Penalty: 2839.098145
	Iteration 12Q: 3 clusters Score -688668.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -688814.500000 Penalty: 2839.098145
	Iteration 13Q: 3 clusters Score -688814.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -688913.062500 Penalty: 2839.098145
	Iteration 14Q: 3 clusters Score -688913.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -688981.812500 Penalty: 2839.098145
	Iteration 15Q: 3 clusters Score -688981.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -689029.062500 Penalty: 2839.098145
	Iteration 16Q: 3 clusters Score -689029.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -689071.375000 Penalty: 2839.098145
	Iteration 17Q: 3 clusters Score -689071.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -689105.187500 Penalty: 2839.098145
	Iteration 18Q: 3 clusters Score -689105.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -689131.312500 Penalty: 2839.098145
	Iteration 19Q: 3 clusters Score -689131.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -689153.062500 Penalty: 2839.098145
	Iteration 20F: 3 clusters Score -689153.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -689162.062500 Penalty: 2839.098145
	Iteration 21Q: 3 clusters Score -689162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -689174.625000 Penalty: 2839.098145
	Iteration 22Q: 3 clusters Score -689174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -689179.062500 Penalty: 2839.098145
	Iteration 23Q: 3 clusters Score -689179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -689183.937500 Penalty: 2839.098145
	Iteration 24Q: 3 clusters Score -689183.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -689187.500000 Penalty: 2839.098145
	Iteration 25Q: 3 clusters Score -689187.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -689191.187500 Penalty: 2839.098145
	Iteration 26Q: 3 clusters Score -689191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -689192.125000 Penalty: 2839.098145
	Iteration 27Q: 3 clusters Score -689192.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -689198.125000 Penalty: 2839.098145
	Iteration 28Q: 3 clusters Score -689198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -689200.937500 Penalty: 2839.098145
	Iteration 29Q: 3 clusters Score -689200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -689201.062500 Penalty: 2839.098145
	Iteration 30Q: 3 clusters Score -689201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -689201.062500 Penalty: 2839.098145
	Iteration 31Q: 3 clusters Score -689201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -689201.937500 Penalty: 2839.098145
	Iteration 32Q: 3 clusters Score -689201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -689201.937500 Penalty: 2839.098145
	Iteration 33Q: 3 clusters Score -689201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -689206.437500 Penalty: 2839.098145
	Iteration 34Q: 3 clusters Score -689206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -689209.875000 Penalty: 2839.098145
	Iteration 35Q: 3 clusters Score -689209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -689211.187500 Penalty: 2839.098145
	Iteration 36Q: 3 clusters Score -689211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -689211.187500 Penalty: 2839.098145
	Iteration 37F: 3 clusters Score -689211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Entering Unmasked Estep 
Score: -1418002.250000 Penalty: 1533.343628
	Iteration 0F: 2 clusters Score -1418002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1409212.625000 Penalty: 3066.687256
	Iteration 0F: 3 clusters Score -1409213 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1412167.125000 Penalty: 3066.687256
	Iteration 1F: 3 clusters Score -1412167 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1412384.125000 Penalty: 3066.687256
	Iteration 2F: 3 clusters Score -1412384 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1412545.125000 Penalty: 3066.687256
	Iteration 3Q: 3 clusters Score -1412545 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1412687.750000 Penalty: 3066.687256
	Iteration 4Q: 3 clusters Score -1412688 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1412837.250000 Penalty: 3066.687256
	Iteration 5Q: 3 clusters Score -1412837 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1413025.375000 Penalty: 3066.687256
	Iteration 6Q: 3 clusters Score -1413025 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1413251.375000 Penalty: 3066.687256
	Iteration 7Q: 3 clusters Score -1413251 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1413552.625000 Penalty: 3066.687256
	Iteration 8Q: 3 clusters Score -1413553 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1413920.125000 Penalty: 3066.687256
	Iteration 9Q: 3 clusters Score -1413920 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1414367.750000 Penalty: 3066.687256
	Iteration 10F: 3 clusters Score -1414368 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1414879.250000 Penalty: 3066.687256
	Iteration 11F: 3 clusters Score -1414879 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1415440.625000 Penalty: 3066.687256
	Iteration 12F: 3 clusters Score -1415441 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1415956.625000 Penalty: 3066.687256
	Iteration 13Q: 3 clusters Score -1415957 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1416297.625000 Penalty: 3066.687256
	Iteration 14Q: 3 clusters Score -1416298 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1416494.250000 Penalty: 3066.687256
	Iteration 15Q: 3 clusters Score -1416494 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1416610.375000 Penalty: 3066.687256
	Iteration 16Q: 3 clusters Score -1416610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1416681.625000 Penalty: 3066.687256
	Iteration 17Q: 3 clusters Score -1416682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1416726.250000 Penalty: 3066.687256
	Iteration 18Q: 3 clusters Score -1416726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1416761.875000 Penalty: 3066.687256
	Iteration 19Q: 3 clusters Score -1416762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1416801.000000 Penalty: 3066.687256
	Iteration 20F: 3 clusters Score -1416801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1416823.625000 Penalty: 3066.687256
	Iteration 21Q: 3 clusters Score -1416824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1416834.750000 Penalty: 3066.687256
	Iteration 22Q: 3 clusters Score -1416835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1416862.875000 Penalty: 3066.687256
	Iteration 23Q: 3 clusters Score -1416863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1416880.875000 Penalty: 3066.687256
	Iteration 24Q: 3 clusters Score -1416881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1416898.125000 Penalty: 3066.687256
	Iteration 25Q: 3 clusters Score -1416898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1416906.375000 Penalty: 3066.687256
	Iteration 26Q: 3 clusters Score -1416906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1416917.250000 Penalty: 3066.687256
	Iteration 27Q: 3 clusters Score -1416917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1416926.875000 Penalty: 3066.687256
	Iteration 28Q: 3 clusters Score -1416927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1416931.750000 Penalty: 3066.687256
	Iteration 29Q: 3 clusters Score -1416932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1416934.375000 Penalty: 3066.687256
	Iteration 30Q: 3 clusters Score -1416934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1416938.125000 Penalty: 3066.687256
	Iteration 31Q: 3 clusters Score -1416938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1416944.250000 Penalty: 3066.687256
	Iteration 32Q: 3 clusters Score -1416944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1416946.625000 Penalty: 3066.687256
	Iteration 33Q: 3 clusters Score -1416947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1416951.375000 Penalty: 3066.687256
	Iteration 34Q: 3 clusters Score -1416951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1416952.000000 Penalty: 3066.687256
	Iteration 35Q: 3 clusters Score -1416952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1416953.625000 Penalty: 3066.687256
	Iteration 36Q: 3 clusters Score -1416954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1416957.375000 Penalty: 3066.687256
	Iteration 37Q: 3 clusters Score -1416957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1416962.375000 Penalty: 3066.687256
	Iteration 38Q: 3 clusters Score -1416962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1416963.750000 Penalty: 3066.687256
	Iteration 39Q: 3 clusters Score -1416964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1416966.875000 Penalty: 3066.687256
	Iteration 40F: 3 clusters Score -1416967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1416976.875000 Penalty: 3066.687256
	Iteration 41Q: 3 clusters Score -1416977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1416983.500000 Penalty: 3066.687256
	Iteration 42Q: 3 clusters Score -1416984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1416985.250000 Penalty: 3066.687256
	Iteration 43Q: 3 clusters Score -1416985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1416987.000000 Penalty: 3066.687256
	Iteration 44Q: 3 clusters Score -1416987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1416988.625000 Penalty: 3066.687256
	Iteration 45Q: 3 clusters Score -1416989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1416988.625000 Penalty: 3066.687256
	Iteration 46F: 3 clusters Score -1416989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191658 members 
Entering Unmasked Estep 
Score: -20991900.000000 Penalty: 1976.563477
	Iteration 0F: 2 clusters Score -2.09919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -20883682.000000 Penalty: 3953.126953
	Iteration 0F: 3 clusters Score -2.088368e+07 nChanged 93056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107417 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -20939282.000000 Penalty: 3953.126953
	Iteration 1F: 3 clusters Score -2.093928e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111847 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -20941858.000000 Penalty: 3953.126953
	Iteration 2F: 3 clusters Score -2.094186e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -20945594.000000 Penalty: 3953.126953
	Iteration 3F: 3 clusters Score -2.094559e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119229 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -20952228.000000 Penalty: 3953.126953
	Iteration 4F: 3 clusters Score -2.095223e+07 nChanged 13883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119800 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -20961716.000000 Penalty: 3953.126953
	Iteration 5F: 3 clusters Score -2.096172e+07 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -20970858.000000 Penalty: 3953.126953
	Iteration 6F: 3 clusters Score -2.097086e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -20975196.000000 Penalty: 3953.126953
	Iteration 7F: 3 clusters Score -2.09752e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109158 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -20976294.000000 Penalty: 3953.126953
	Iteration 8Q: 3 clusters Score -2.097629e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -20976876.000000 Penalty: 3953.126953
	Iteration 9Q: 3 clusters Score -2.097688e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -20976952.000000 Penalty: 3953.126953
	Iteration 10Q: 3 clusters Score -2.097695e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 97449 members 
Entering Unmasked Estep 
Score: -20976194.000000 Penalty: 3953.126953
	Iteration 11Q: 3 clusters Score -2.097619e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 106169 members 
Entering Unmasked Estep 
Score: -20974790.000000 Penalty: 3953.126953
	Iteration 12Q: 3 clusters Score -2.097479e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74514 members 
Mstep: Class 2 contains 117144 members 
Entering Unmasked Estep 
Score: -20973634.000000 Penalty: 3953.126953
	Iteration 13F: 3 clusters Score -2.097363e+07 nChanged 13625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 130769 members 
Entering Unmasked Estep 
Score: -20974732.000000 Penalty: 3953.126953
	Iteration 14F: 3 clusters Score -2.097473e+07 nChanged 14699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 145462 members 
Entering Unmasked Estep 
Score: -20977776.000000 Penalty: 3953.126953
	Iteration 15F: 3 clusters Score -2.097778e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -20982318.000000 Penalty: 3953.126953
	Iteration 16F: 3 clusters Score -2.098232e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 170541 members 
Entering Unmasked Estep 
Score: -20986542.000000 Penalty: 3953.126953
	Iteration 17F: 3 clusters Score -2.098654e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 179011 members 
Entering Unmasked Estep 
Score: -20988426.000000 Penalty: 3953.126953
	Iteration 18Q: 3 clusters Score -2.098843e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 184754 members 
Entering Unmasked Estep 
Score: -20989424.000000 Penalty: 3953.126953
	Iteration 19Q: 3 clusters Score -2.098942e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 188221 members 
Entering Unmasked Estep 
Score: -20989992.000000 Penalty: 3953.126953
	Iteration 20F: 3 clusters Score -2.098999e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 190045 members 
Entering Unmasked Estep 
Score: -20990170.000000 Penalty: 3953.126953
	Iteration 21Q: 3 clusters Score -2.099017e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 190891 members 
Entering Unmasked Estep 
Score: -20990230.000000 Penalty: 3953.126953
	Iteration 22Q: 3 clusters Score -2.099023e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 191230 members 
Entering Unmasked Estep 
Score: -20990280.000000 Penalty: 3953.126953
	Iteration 23Q: 3 clusters Score -2.099028e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 191352 members 
Entering Unmasked Estep 
Score: -20990268.000000 Penalty: 3953.126953
	Iteration 24Q: 3 clusters Score -2.099027e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 191407 members 
Entering Unmasked Estep 
Score: -20990290.000000 Penalty: 3953.126953
	Iteration 25Q: 3 clusters Score -2.099029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 191436 members 
Entering Unmasked Estep 
Score: -20990320.000000 Penalty: 3953.126953
	Iteration 26Q: 3 clusters Score -2.099032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191450 members 
Entering Unmasked Estep 
Score: -20990310.000000 Penalty: 3953.126953
	Iteration 27Q: 3 clusters Score -2.099031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 191455 members 
Entering Unmasked Estep 
Score: -20990324.000000 Penalty: 3953.126953
	Iteration 28Q: 3 clusters Score -2.099032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191460 members 
Entering Unmasked Estep 
Score: -20990326.000000 Penalty: 3953.126953
	Iteration 29Q: 3 clusters Score -2.099033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 191465 members 
Entering Unmasked Estep 
Score: -20990352.000000 Penalty: 3953.126953
	Iteration 30Q: 3 clusters Score -2.099035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 191468 members 
Entering Unmasked Estep 
Score: -20990338.000000 Penalty: 3953.126953
	Iteration 31Q: 3 clusters Score -2.099034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 191469 members 
Entering Unmasked Estep 
Score: -20990342.000000 Penalty: 3953.126953
	Iteration 32Q: 3 clusters Score -2.099034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 191469 members 
Entering Unmasked Estep 
Score: -20990342.000000 Penalty: 3953.126953
	Iteration 33Q: 3 clusters Score -2.099034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 191470 members 
Entering Unmasked Estep 
Score: -20990342.000000 Penalty: 3953.126953
	Iteration 34Q: 3 clusters Score -2.099034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 191470 members 
Entering Unmasked Estep 
Score: -20990342.000000 Penalty: 3953.126953
	Iteration 35F: 3 clusters Score -2.099034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Entering Unmasked Estep 
Score: -2020183.500000 Penalty: 1590.908569
	Iteration 0F: 2 clusters Score -2020184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2007998.375000 Penalty: 3181.817139
	Iteration 0F: 3 clusters Score -2007998 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2012236.000000 Penalty: 3181.817139
	Iteration 1F: 3 clusters Score -2012236 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2012535.000000 Penalty: 3181.817139
	Iteration 2F: 3 clusters Score -2012535 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2012810.375000 Penalty: 3181.817139
	Iteration 3Q: 3 clusters Score -2012810 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2013115.750000 Penalty: 3181.817139
	Iteration 4Q: 3 clusters Score -2013116 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2013508.000000 Penalty: 3181.817139
	Iteration 5Q: 3 clusters Score -2013508 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2013977.000000 Penalty: 3181.817139
	Iteration 6Q: 3 clusters Score -2013977 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2014567.375000 Penalty: 3181.817139
	Iteration 7F: 3 clusters Score -2014567 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2015335.250000 Penalty: 3181.817139
	Iteration 8F: 3 clusters Score -2015335 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2016208.375000 Penalty: 3181.817139
	Iteration 9F: 3 clusters Score -2016208 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2017089.250000 Penalty: 3181.817139
	Iteration 10F: 3 clusters Score -2017089 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2017584.250000 Penalty: 3181.817139
	Iteration 11Q: 3 clusters Score -2017584 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2017797.500000 Penalty: 3181.817139
	Iteration 12Q: 3 clusters Score -2017798 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2017930.250000 Penalty: 3181.817139
	Iteration 13Q: 3 clusters Score -2017930 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2018021.500000 Penalty: 3181.817139
	Iteration 14Q: 3 clusters Score -2018022 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2018089.625000 Penalty: 3181.817139
	Iteration 15Q: 3 clusters Score -2018090 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2018126.625000 Penalty: 3181.817139
	Iteration 16Q: 3 clusters Score -2018127 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2018170.125000 Penalty: 3181.817139
	Iteration 17Q: 3 clusters Score -2018170 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2018208.500000 Penalty: 3181.817139
	Iteration 18Q: 3 clusters Score -2018208 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2018240.000000 Penalty: 3181.817139
	Iteration 19Q: 3 clusters Score -2018240 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2018268.875000 Penalty: 3181.817139
	Iteration 20F: 3 clusters Score -2018269 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2018289.875000 Penalty: 3181.817139
	Iteration 21Q: 3 clusters Score -2018290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2018312.875000 Penalty: 3181.817139
	Iteration 22Q: 3 clusters Score -2018313 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2018334.500000 Penalty: 3181.817139
	Iteration 23Q: 3 clusters Score -2018334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2018354.250000 Penalty: 3181.817139
	Iteration 24Q: 3 clusters Score -2018354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2018383.625000 Penalty: 3181.817139
	Iteration 25Q: 3 clusters Score -2018384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2018401.125000 Penalty: 3181.817139
	Iteration 26Q: 3 clusters Score -2018401 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2018421.375000 Penalty: 3181.817139
	Iteration 27Q: 3 clusters Score -2018421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2018426.000000 Penalty: 3181.817139
	Iteration 28Q: 3 clusters Score -2018426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2018437.250000 Penalty: 3181.817139
	Iteration 29Q: 3 clusters Score -2018437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2018450.375000 Penalty: 3181.817139
	Iteration 30Q: 3 clusters Score -2018450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2018458.375000 Penalty: 3181.817139
	Iteration 31Q: 3 clusters Score -2018458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2018465.375000 Penalty: 3181.817139
	Iteration 32Q: 3 clusters Score -2018465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2018473.750000 Penalty: 3181.817139
	Iteration 33Q: 3 clusters Score -2018474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2018480.875000 Penalty: 3181.817139
	Iteration 34Q: 3 clusters Score -2018481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2018482.375000 Penalty: 3181.817139
	Iteration 35Q: 3 clusters Score -2018482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2018499.000000 Penalty: 3181.817139
	Iteration 36Q: 3 clusters Score -2018499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2018506.875000 Penalty: 3181.817139
	Iteration 37Q: 3 clusters Score -2018507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2018514.625000 Penalty: 3181.817139
	Iteration 38Q: 3 clusters Score -2018515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2018523.500000 Penalty: 3181.817139
	Iteration 39Q: 3 clusters Score -2018524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2018532.125000 Penalty: 3181.817139
	Iteration 40F: 3 clusters Score -2018532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2018545.750000 Penalty: 3181.817139
	Iteration 41Q: 3 clusters Score -2018546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2018549.000000 Penalty: 3181.817139
	Iteration 42Q: 3 clusters Score -2018549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2018551.750000 Penalty: 3181.817139
	Iteration 43Q: 3 clusters Score -2018552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2018558.250000 Penalty: 3181.817139
	Iteration 44Q: 3 clusters Score -2018558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2018560.250000 Penalty: 3181.817139
	Iteration 45Q: 3 clusters Score -2018560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2018569.125000 Penalty: 3181.817139
	Iteration 46Q: 3 clusters Score -2018569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2018573.375000 Penalty: 3181.817139
	Iteration 47Q: 3 clusters Score -2018573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2018579.875000 Penalty: 3181.817139
	Iteration 48Q: 3 clusters Score -2018580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2018585.500000 Penalty: 3181.817139
	Iteration 49Q: 3 clusters Score -2018586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2018583.750000 Penalty: 3181.817139
	Iteration 50Q: 3 clusters Score -2018584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2018595.375000 Penalty: 3181.817139
	Iteration 51Q: 3 clusters Score -2018595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2018597.000000 Penalty: 3181.817139
	Iteration 52Q: 3 clusters Score -2018597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2018600.250000 Penalty: 3181.817139
	Iteration 53Q: 3 clusters Score -2018600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2018603.000000 Penalty: 3181.817139
	Iteration 54Q: 3 clusters Score -2018603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2018606.250000 Penalty: 3181.817139
	Iteration 55Q: 3 clusters Score -2018606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2018606.125000 Penalty: 3181.817139
	Iteration 56Q: 3 clusters Score -2018606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2018608.500000 Penalty: 3181.817139
	Iteration 57Q: 3 clusters Score -2018608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2018607.500000 Penalty: 3181.817139
	Iteration 58Q: 3 clusters Score -2018608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2018606.250000 Penalty: 3181.817139
	Iteration 59Q: 3 clusters Score -2018606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2018609.125000 Penalty: 3181.817139
	Iteration 60F: 3 clusters Score -2018609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2018613.000000 Penalty: 3181.817139
	Iteration 61Q: 3 clusters Score -2018613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2018614.250000 Penalty: 3181.817139
	Iteration 62Q: 3 clusters Score -2018614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2018613.875000 Penalty: 3181.817139
	Iteration 63Q: 3 clusters Score -2018614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2018617.375000 Penalty: 3181.817139
	Iteration 64Q: 3 clusters Score -2018617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2018622.875000 Penalty: 3181.817139
	Iteration 65Q: 3 clusters Score -2018623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2018623.500000 Penalty: 3181.817139
	Iteration 66Q: 3 clusters Score -2018624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2018624.125000 Penalty: 3181.817139
	Iteration 67Q: 3 clusters Score -2018624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2018625.000000 Penalty: 3181.817139
	Iteration 68Q: 3 clusters Score -2018625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2018627.500000 Penalty: 3181.817139
	Iteration 69Q: 3 clusters Score -2018628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2018626.625000 Penalty: 3181.817139
	Iteration 70Q: 3 clusters Score -2018627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2018629.375000 Penalty: 3181.817139
	Iteration 71Q: 3 clusters Score -2018629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2018628.375000 Penalty: 3181.817139
	Iteration 72Q: 3 clusters Score -2018628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2018626.625000 Penalty: 3181.817139
	Iteration 73Q: 3 clusters Score -2018627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2018627.625000 Penalty: 3181.817139
	Iteration 74Q: 3 clusters Score -2018628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2018632.000000 Penalty: 3181.817139
	Iteration 75Q: 3 clusters Score -2018632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2018632.250000 Penalty: 3181.817139
	Iteration 76Q: 3 clusters Score -2018632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2018634.750000 Penalty: 3181.817139
	Iteration 77Q: 3 clusters Score -2018635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2018632.750000 Penalty: 3181.817139
	Iteration 78Q: 3 clusters Score -2018633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2018635.750000 Penalty: 3181.817139
	Iteration 79Q: 3 clusters Score -2018636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2018640.250000 Penalty: 3181.817139
	Iteration 80F: 3 clusters Score -2018640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2018638.625000 Penalty: 3181.817139
	Iteration 81Q: 3 clusters Score -2018639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2018640.250000 Penalty: 3181.817139
	Iteration 82Q: 3 clusters Score -2018640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2018639.000000 Penalty: 3181.817139
	Iteration 83Q: 3 clusters Score -2018639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2018639.875000 Penalty: 3181.817139
	Iteration 84Q: 3 clusters Score -2018640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2018639.125000 Penalty: 3181.817139
	Iteration 85Q: 3 clusters Score -2018639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2018639.250000 Penalty: 3181.817139
	Iteration 86Q: 3 clusters Score -2018639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2018642.875000 Penalty: 3181.817139
	Iteration 87Q: 3 clusters Score -2018643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2018646.750000 Penalty: 3181.817139
	Iteration 88Q: 3 clusters Score -2018647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2018647.500000 Penalty: 3181.817139
	Iteration 89Q: 3 clusters Score -2018648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2018650.875000 Penalty: 3181.817139
	Iteration 90Q: 3 clusters Score -2018651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2018655.250000 Penalty: 3181.817139
	Iteration 91Q: 3 clusters Score -2018655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2018656.625000 Penalty: 3181.817139
	Iteration 92Q: 3 clusters Score -2018657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2018654.500000 Penalty: 3181.817139
	Iteration 93Q: 3 clusters Score -2018654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2018654.875000 Penalty: 3181.817139
	Iteration 94Q: 3 clusters Score -2018655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2018661.375000 Penalty: 3181.817139
	Iteration 95Q: 3 clusters Score -2018661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2018667.750000 Penalty: 3181.817139
	Iteration 96Q: 3 clusters Score -2018668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2018667.000000 Penalty: 3181.817139
	Iteration 97Q: 3 clusters Score -2018667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2018667.625000 Penalty: 3181.817139
	Iteration 98Q: 3 clusters Score -2018668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2018673.875000 Penalty: 3181.817139
	Iteration 99Q: 3 clusters Score -2018674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2018675.625000 Penalty: 3181.817139
	Iteration 100F: 3 clusters Score -2018676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2018678.000000 Penalty: 3181.817139
	Iteration 101Q: 3 clusters Score -2018678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2018683.125000 Penalty: 3181.817139
	Iteration 102Q: 3 clusters Score -2018683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2018683.250000 Penalty: 3181.817139
	Iteration 103Q: 3 clusters Score -2018683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2018682.250000 Penalty: 3181.817139
	Iteration 104Q: 3 clusters Score -2018682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2018682.875000 Penalty: 3181.817139
	Iteration 105Q: 3 clusters Score -2018683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2018684.125000 Penalty: 3181.817139
	Iteration 106Q: 3 clusters Score -2018684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2018685.875000 Penalty: 3181.817139
	Iteration 107Q: 3 clusters Score -2018686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2018685.625000 Penalty: 3181.817139
	Iteration 108Q: 3 clusters Score -2018686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2018686.875000 Penalty: 3181.817139
	Iteration 109Q: 3 clusters Score -2018687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2018685.500000 Penalty: 3181.817139
	Iteration 110Q: 3 clusters Score -2018686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2018685.500000 Penalty: 3181.817139
	Iteration 111F: 3 clusters Score -2018686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -39314.105469 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -39314.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38394.640625 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -38394.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38833.851562 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -38833.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38980.648438 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -38980.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39067.105469 Penalty: 1925.383179
	Iteration 3F: 3 clusters Score -39067.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39126.597656 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -39126.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39151.824219 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -39151.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39168.609375 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -39168.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39189.570312 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -39189.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39207.957031 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -39207.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39214.523438 Penalty: 1925.383179
	Iteration 9Q: 3 clusters Score -39214.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39214.523438 Penalty: 1925.383179
	Iteration 10F: 3 clusters Score -39214.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -456345.281250 Penalty: 1352.822876
	Iteration 0F: 2 clusters Score -456345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -452955.625000 Penalty: 2705.645752
	Iteration 0F: 3 clusters Score -452955.6 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -453821.968750 Penalty: 2705.645752
	Iteration 1F: 3 clusters Score -453822 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -453951.250000 Penalty: 2705.645752
	Iteration 2F: 3 clusters Score -453951.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -454033.718750 Penalty: 2705.645752
	Iteration 3Q: 3 clusters Score -454033.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -454088.625000 Penalty: 2705.645752
	Iteration 4Q: 3 clusters Score -454088.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -454133.687500 Penalty: 2705.645752
	Iteration 5Q: 3 clusters Score -454133.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -454162.281250 Penalty: 2705.645752
	Iteration 6Q: 3 clusters Score -454162.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -454191.281250 Penalty: 2705.645752
	Iteration 7Q: 3 clusters Score -454191.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -454230.562500 Penalty: 2705.645752
	Iteration 8Q: 3 clusters Score -454230.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -454265.968750 Penalty: 2705.645752
	Iteration 9Q: 3 clusters Score -454266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -454302.906250 Penalty: 2705.645752
	Iteration 10Q: 3 clusters Score -454302.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -454336.437500 Penalty: 2705.645752
	Iteration 11Q: 3 clusters Score -454336.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -454370.250000 Penalty: 2705.645752
	Iteration 12Q: 3 clusters Score -454370.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -454408.468750 Penalty: 2705.645752
	Iteration 13Q: 3 clusters Score -454408.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -454445.156250 Penalty: 2705.645752
	Iteration 14Q: 3 clusters Score -454445.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -454478.125000 Penalty: 2705.645752
	Iteration 15Q: 3 clusters Score -454478.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -454516.281250 Penalty: 2705.645752
	Iteration 16Q: 3 clusters Score -454516.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -454564.750000 Penalty: 2705.645752
	Iteration 17Q: 3 clusters Score -454564.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -454604.656250 Penalty: 2705.645752
	Iteration 18Q: 3 clusters Score -454604.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -454645.093750 Penalty: 2705.645752
	Iteration 19Q: 3 clusters Score -454645.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -454694.937500 Penalty: 2705.645752
	Iteration 20F: 3 clusters Score -454694.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -454751.250000 Penalty: 2705.645752
	Iteration 21Q: 3 clusters Score -454751.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -454809.656250 Penalty: 2705.645752
	Iteration 22Q: 3 clusters Score -454809.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -454860.281250 Penalty: 2705.645752
	Iteration 23Q: 3 clusters Score -454860.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -454913.531250 Penalty: 2705.645752
	Iteration 24Q: 3 clusters Score -454913.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -454961.281250 Penalty: 2705.645752
	Iteration 25Q: 3 clusters Score -454961.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -454989.687500 Penalty: 2705.645752
	Iteration 26Q: 3 clusters Score -454989.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -455014.218750 Penalty: 2705.645752
	Iteration 27Q: 3 clusters Score -455014.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -455032.875000 Penalty: 2705.645752
	Iteration 28Q: 3 clusters Score -455032.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -455055.687500 Penalty: 2705.645752
	Iteration 29Q: 3 clusters Score -455055.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -455079.687500 Penalty: 2705.645752
	Iteration 30Q: 3 clusters Score -455079.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -455096.187500 Penalty: 2705.645752
	Iteration 31Q: 3 clusters Score -455096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -455108.406250 Penalty: 2705.645752
	Iteration 32Q: 3 clusters Score -455108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -455114.000000 Penalty: 2705.645752
	Iteration 33Q: 3 clusters Score -455114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -455127.843750 Penalty: 2705.645752
	Iteration 34Q: 3 clusters Score -455127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -455137.750000 Penalty: 2705.645752
	Iteration 35Q: 3 clusters Score -455137.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -455148.343750 Penalty: 2705.645752
	Iteration 36Q: 3 clusters Score -455148.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -455159.593750 Penalty: 2705.645752
	Iteration 37Q: 3 clusters Score -455159.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -455167.437500 Penalty: 2705.645752
	Iteration 38Q: 3 clusters Score -455167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -455171.500000 Penalty: 2705.645752
	Iteration 39Q: 3 clusters Score -455171.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -455177.406250 Penalty: 2705.645752
	Iteration 40F: 3 clusters Score -455177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -455180.156250 Penalty: 2705.645752
	Iteration 41Q: 3 clusters Score -455180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -455182.093750 Penalty: 2705.645752
	Iteration 42Q: 3 clusters Score -455182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -455182.531250 Penalty: 2705.645752
	Iteration 43Q: 3 clusters Score -455182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -455182.531250 Penalty: 2705.645752
	Iteration 44F: 3 clusters Score -455182.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Entering Unmasked Estep 
Score: -450957.875000 Penalty: 1350.841553
	Iteration 0F: 2 clusters Score -450957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -447616.125000 Penalty: 2701.683105
	Iteration 0F: 3 clusters Score -447616.1 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -448520.593750 Penalty: 2701.683105
	Iteration 1F: 3 clusters Score -448520.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -448706.468750 Penalty: 2701.683105
	Iteration 2F: 3 clusters Score -448706.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -448838.812500 Penalty: 2701.683105
	Iteration 3F: 3 clusters Score -448838.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -448942.906250 Penalty: 2701.683105
	Iteration 4Q: 3 clusters Score -448942.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -449039.656250 Penalty: 2701.683105
	Iteration 5Q: 3 clusters Score -449039.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -449115.000000 Penalty: 2701.683105
	Iteration 6Q: 3 clusters Score -449115 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -449191.125000 Penalty: 2701.683105
	Iteration 7Q: 3 clusters Score -449191.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -449254.656250 Penalty: 2701.683105
	Iteration 8Q: 3 clusters Score -449254.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -449314.562500 Penalty: 2701.683105
	Iteration 9Q: 3 clusters Score -449314.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -449369.562500 Penalty: 2701.683105
	Iteration 10Q: 3 clusters Score -449369.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -449424.062500 Penalty: 2701.683105
	Iteration 11Q: 3 clusters Score -449424.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -449473.156250 Penalty: 2701.683105
	Iteration 12Q: 3 clusters Score -449473.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -449510.156250 Penalty: 2701.683105
	Iteration 13Q: 3 clusters Score -449510.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -449544.062500 Penalty: 2701.683105
	Iteration 14Q: 3 clusters Score -449544.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -449568.687500 Penalty: 2701.683105
	Iteration 15Q: 3 clusters Score -449568.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -449597.375000 Penalty: 2701.683105
	Iteration 16Q: 3 clusters Score -449597.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -449618.687500 Penalty: 2701.683105
	Iteration 17Q: 3 clusters Score -449618.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -449635.656250 Penalty: 2701.683105
	Iteration 18Q: 3 clusters Score -449635.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -449650.968750 Penalty: 2701.683105
	Iteration 19Q: 3 clusters Score -449651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -449665.375000 Penalty: 2701.683105
	Iteration 20F: 3 clusters Score -449665.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -449679.968750 Penalty: 2701.683105
	Iteration 21Q: 3 clusters Score -449680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -449689.593750 Penalty: 2701.683105
	Iteration 22Q: 3 clusters Score -449689.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -449694.593750 Penalty: 2701.683105
	Iteration 23Q: 3 clusters Score -449694.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -449699.687500 Penalty: 2701.683105
	Iteration 24Q: 3 clusters Score -449699.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -449705.750000 Penalty: 2701.683105
	Iteration 25Q: 3 clusters Score -449705.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -449713.250000 Penalty: 2701.683105
	Iteration 26Q: 3 clusters Score -449713.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -449723.937500 Penalty: 2701.683105
	Iteration 27Q: 3 clusters Score -449723.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -449731.875000 Penalty: 2701.683105
	Iteration 28Q: 3 clusters Score -449731.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -449736.406250 Penalty: 2701.683105
	Iteration 29Q: 3 clusters Score -449736.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -449740.656250 Penalty: 2701.683105
	Iteration 30Q: 3 clusters Score -449740.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -449744.937500 Penalty: 2701.683105
	Iteration 31Q: 3 clusters Score -449744.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -449748.968750 Penalty: 2701.683105
	Iteration 32Q: 3 clusters Score -449749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -449752.718750 Penalty: 2701.683105
	Iteration 33Q: 3 clusters Score -449752.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -449753.375000 Penalty: 2701.683105
	Iteration 34Q: 3 clusters Score -449753.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -449756.375000 Penalty: 2701.683105
	Iteration 35Q: 3 clusters Score -449756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -449758.375000 Penalty: 2701.683105
	Iteration 36Q: 3 clusters Score -449758.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -449758.812500 Penalty: 2701.683105
	Iteration 37Q: 3 clusters Score -449758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -449759.812500 Penalty: 2701.683105
	Iteration 38Q: 3 clusters Score -449759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -449760.187500 Penalty: 2701.683105
	Iteration 39Q: 3 clusters Score -449760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -449761.687500 Penalty: 2701.683105
	Iteration 40F: 3 clusters Score -449761.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -449761.812500 Penalty: 2701.683105
	Iteration 41Q: 3 clusters Score -449761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -449762.687500 Penalty: 2701.683105
	Iteration 42Q: 3 clusters Score -449762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -449763.218750 Penalty: 2701.683105
	Iteration 43Q: 3 clusters Score -449763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -449763.218750 Penalty: 2701.683105
	Iteration 44F: 3 clusters Score -449763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Entering Unmasked Estep 
Score: -1284423.250000 Penalty: 1518.186157
	Iteration 0F: 2 clusters Score -1284423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1276427.250000 Penalty: 3036.372314
	Iteration 0F: 3 clusters Score -1276427 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1279146.375000 Penalty: 3036.372314
	Iteration 1F: 3 clusters Score -1279146 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1279488.875000 Penalty: 3036.372314
	Iteration 2F: 3 clusters Score -1279489 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1279835.375000 Penalty: 3036.372314
	Iteration 3F: 3 clusters Score -1279835 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1280180.250000 Penalty: 3036.372314
	Iteration 4F: 3 clusters Score -1280180 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1280552.750000 Penalty: 3036.372314
	Iteration 5F: 3 clusters Score -1280553 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1280939.250000 Penalty: 3036.372314
	Iteration 6F: 3 clusters Score -1280939 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1281361.750000 Penalty: 3036.372314
	Iteration 7F: 3 clusters Score -1281362 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1281773.125000 Penalty: 3036.372314
	Iteration 8F: 3 clusters Score -1281773 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1282197.125000 Penalty: 3036.372314
	Iteration 9Q: 3 clusters Score -1282197 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1282583.875000 Penalty: 3036.372314
	Iteration 10Q: 3 clusters Score -1282584 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1282894.000000 Penalty: 3036.372314
	Iteration 11Q: 3 clusters Score -1282894 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1283126.875000 Penalty: 3036.372314
	Iteration 12Q: 3 clusters Score -1283127 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1283298.625000 Penalty: 3036.372314
	Iteration 13Q: 3 clusters Score -1283299 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1283408.375000 Penalty: 3036.372314
	Iteration 14Q: 3 clusters Score -1283408 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1283493.125000 Penalty: 3036.372314
	Iteration 15Q: 3 clusters Score -1283493 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1283552.125000 Penalty: 3036.372314
	Iteration 16Q: 3 clusters Score -1283552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1283594.750000 Penalty: 3036.372314
	Iteration 17Q: 3 clusters Score -1283595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1283620.375000 Penalty: 3036.372314
	Iteration 18Q: 3 clusters Score -1283620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1283637.625000 Penalty: 3036.372314
	Iteration 19Q: 3 clusters Score -1283638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1283648.375000 Penalty: 3036.372314
	Iteration 20F: 3 clusters Score -1283648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1283659.125000 Penalty: 3036.372314
	Iteration 21Q: 3 clusters Score -1283659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1283663.750000 Penalty: 3036.372314
	Iteration 22Q: 3 clusters Score -1283664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1283669.000000 Penalty: 3036.372314
	Iteration 23Q: 3 clusters Score -1283669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1283671.250000 Penalty: 3036.372314
	Iteration 24Q: 3 clusters Score -1283671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1283674.875000 Penalty: 3036.372314
	Iteration 25Q: 3 clusters Score -1283675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1283678.000000 Penalty: 3036.372314
	Iteration 26Q: 3 clusters Score -1283678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1283680.125000 Penalty: 3036.372314
	Iteration 27Q: 3 clusters Score -1283680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1283679.625000 Penalty: 3036.372314
	Iteration 28Q: 3 clusters Score -1283680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1283680.625000 Penalty: 3036.372314
	Iteration 29Q: 3 clusters Score -1283681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1283680.000000 Penalty: 3036.372314
	Iteration 30Q: 3 clusters Score -1283680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1283680.750000 Penalty: 3036.372314
	Iteration 31Q: 3 clusters Score -1283681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1283680.750000 Penalty: 3036.372314
	Iteration 32F: 3 clusters Score -1283681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -47975.132812 Penalty: 1022.380005
	Iteration 0F: 2 clusters Score -47975.13 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 273 members 
Entering Unmasked Estep 
Score: -46929.800781 Penalty: 2044.760010
	Iteration 0F: 3 clusters Score -46929.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -47202.023438 Penalty: 2044.760010
	Iteration 1F: 3 clusters Score -47202.02 nChanged 55
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: -47353.257812 Penalty: 2044.760010
	Iteration 2F: 3 clusters Score -47353.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47466.933594 Penalty: 2044.760010
	Iteration 3F: 3 clusters Score -47466.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47585.453125 Penalty: 2044.760010
	Iteration 4F: 3 clusters Score -47585.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47658.480469 Penalty: 2044.760010
	Iteration 5Q: 3 clusters Score -47658.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47698.117188 Penalty: 2044.760010
	Iteration 6Q: 3 clusters Score -47698.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47723.976562 Penalty: 2044.760010
	Iteration 7Q: 3 clusters Score -47723.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47755.660156 Penalty: 2044.760010
	Iteration 8Q: 3 clusters Score -47755.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47779.335938 Penalty: 2044.760010
	Iteration 9Q: 3 clusters Score -47779.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47789.042969 Penalty: 2044.760010
	Iteration 10Q: 3 clusters Score -47789.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47795.441406 Penalty: 2044.760010
	Iteration 11Q: 3 clusters Score -47795.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47810.132812 Penalty: 2044.760010
	Iteration 12Q: 3 clusters Score -47810.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47834.335938 Penalty: 2044.760010
	Iteration 13Q: 3 clusters Score -47834.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47854.265625 Penalty: 2044.760010
	Iteration 14Q: 3 clusters Score -47854.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47879.179688 Penalty: 2044.760010
	Iteration 15Q: 3 clusters Score -47879.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47898.570312 Penalty: 2044.760010
	Iteration 16Q: 3 clusters Score -47898.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47918.695312 Penalty: 2044.760010
	Iteration 17Q: 3 clusters Score -47918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47922.875000 Penalty: 2044.760010
	Iteration 18Q: 3 clusters Score -47922.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47923.859375 Penalty: 2044.760010
	Iteration 19Q: 3 clusters Score -47923.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47924.355469 Penalty: 2044.760010
	Iteration 20F: 3 clusters Score -47924.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47931.265625 Penalty: 2044.760010
	Iteration 21Q: 3 clusters Score -47931.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47932.078125 Penalty: 2044.760010
	Iteration 22Q: 3 clusters Score -47932.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47932.078125 Penalty: 2044.760010
	Iteration 23F: 3 clusters Score -47932.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Entering Unmasked Estep 
Score: -701058.312500 Penalty: 1429.380493
	Iteration 0F: 2 clusters Score -701058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -696082.875000 Penalty: 2858.760986
	Iteration 0F: 3 clusters Score -696082.9 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -697639.312500 Penalty: 2858.760986
	Iteration 1F: 3 clusters Score -697639.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -697887.812500 Penalty: 2858.760986
	Iteration 2F: 3 clusters Score -697887.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -698128.562500 Penalty: 2858.760986
	Iteration 3F: 3 clusters Score -698128.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -698361.312500 Penalty: 2858.760986
	Iteration 4F: 3 clusters Score -698361.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -698635.625000 Penalty: 2858.760986
	Iteration 5F: 3 clusters Score -698635.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -698931.875000 Penalty: 2858.760986
	Iteration 6F: 3 clusters Score -698931.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -699304.812500 Penalty: 2858.760986
	Iteration 7F: 3 clusters Score -699304.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -699636.750000 Penalty: 2858.760986
	Iteration 8F: 3 clusters Score -699636.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -699874.375000 Penalty: 2858.760986
	Iteration 9Q: 3 clusters Score -699874.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -700049.750000 Penalty: 2858.760986
	Iteration 10Q: 3 clusters Score -700049.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -700182.000000 Penalty: 2858.760986
	Iteration 11Q: 3 clusters Score -700182 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -700299.312500 Penalty: 2858.760986
	Iteration 12Q: 3 clusters Score -700299.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -700403.812500 Penalty: 2858.760986
	Iteration 13Q: 3 clusters Score -700403.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -700498.812500 Penalty: 2858.760986
	Iteration 14Q: 3 clusters Score -700498.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -700586.250000 Penalty: 2858.760986
	Iteration 15Q: 3 clusters Score -700586.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -700634.937500 Penalty: 2858.760986
	Iteration 16Q: 3 clusters Score -700634.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -700678.812500 Penalty: 2858.760986
	Iteration 17Q: 3 clusters Score -700678.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -700704.875000 Penalty: 2858.760986
	Iteration 18Q: 3 clusters Score -700704.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -700714.750000 Penalty: 2858.760986
	Iteration 19Q: 3 clusters Score -700714.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -700720.812500 Penalty: 2858.760986
	Iteration 20F: 3 clusters Score -700720.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -700724.750000 Penalty: 2858.760986
	Iteration 21Q: 3 clusters Score -700724.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -700728.750000 Penalty: 2858.760986
	Iteration 22Q: 3 clusters Score -700728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -700732.562500 Penalty: 2858.760986
	Iteration 23Q: 3 clusters Score -700732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -700733.562500 Penalty: 2858.760986
	Iteration 24Q: 3 clusters Score -700733.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -700735.250000 Penalty: 2858.760986
	Iteration 25Q: 3 clusters Score -700735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -700735.812500 Penalty: 2858.760986
	Iteration 26Q: 3 clusters Score -700735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -700736.187500 Penalty: 2858.760986
	Iteration 27Q: 3 clusters Score -700736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -700737.062500 Penalty: 2858.760986
	Iteration 28Q: 3 clusters Score -700737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -700738.187500 Penalty: 2858.760986
	Iteration 29Q: 3 clusters Score -700738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -700738.187500 Penalty: 2858.760986
	Iteration 30F: 3 clusters Score -700738.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Entering Unmasked Estep 
Score: -924052.125000 Penalty: 1471.395142
	Iteration 0F: 2 clusters Score -924052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -917812.125000 Penalty: 2942.790283
	Iteration 0F: 3 clusters Score -917812.1 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -919948.437500 Penalty: 2942.790283
	Iteration 1F: 3 clusters Score -919948.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -920465.125000 Penalty: 2942.790283
	Iteration 2F: 3 clusters Score -920465.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -921029.562500 Penalty: 2942.790283
	Iteration 3F: 3 clusters Score -921029.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -921518.625000 Penalty: 2942.790283
	Iteration 4F: 3 clusters Score -921518.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -921979.125000 Penalty: 2942.790283
	Iteration 5F: 3 clusters Score -921979.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -922396.375000 Penalty: 2942.790283
	Iteration 6F: 3 clusters Score -922396.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -922745.312500 Penalty: 2942.790283
	Iteration 7F: 3 clusters Score -922745.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -923005.312500 Penalty: 2942.790283
	Iteration 8Q: 3 clusters Score -923005.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -923174.750000 Penalty: 2942.790283
	Iteration 9Q: 3 clusters Score -923174.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -923280.062500 Penalty: 2942.790283
	Iteration 10Q: 3 clusters Score -923280.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -923337.375000 Penalty: 2942.790283
	Iteration 11Q: 3 clusters Score -923337.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -923376.250000 Penalty: 2942.790283
	Iteration 12Q: 3 clusters Score -923376.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -923403.625000 Penalty: 2942.790283
	Iteration 13Q: 3 clusters Score -923403.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -923428.875000 Penalty: 2942.790283
	Iteration 14Q: 3 clusters Score -923428.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -923451.000000 Penalty: 2942.790283
	Iteration 15Q: 3 clusters Score -923451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -923470.187500 Penalty: 2942.790283
	Iteration 16Q: 3 clusters Score -923470.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -923487.875000 Penalty: 2942.790283
	Iteration 17Q: 3 clusters Score -923487.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -923503.750000 Penalty: 2942.790283
	Iteration 18Q: 3 clusters Score -923503.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -923521.625000 Penalty: 2942.790283
	Iteration 19Q: 3 clusters Score -923521.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -923535.937500 Penalty: 2942.790283
	Iteration 20F: 3 clusters Score -923535.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -923552.937500 Penalty: 2942.790283
	Iteration 21Q: 3 clusters Score -923552.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -923574.562500 Penalty: 2942.790283
	Iteration 22Q: 3 clusters Score -923574.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -923597.812500 Penalty: 2942.790283
	Iteration 23Q: 3 clusters Score -923597.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -923619.687500 Penalty: 2942.790283
	Iteration 24Q: 3 clusters Score -923619.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -923639.625000 Penalty: 2942.790283
	Iteration 25Q: 3 clusters Score -923639.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -923655.500000 Penalty: 2942.790283
	Iteration 26Q: 3 clusters Score -923655.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -923673.687500 Penalty: 2942.790283
	Iteration 27Q: 3 clusters Score -923673.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -923699.500000 Penalty: 2942.790283
	Iteration 28Q: 3 clusters Score -923699.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -923720.187500 Penalty: 2942.790283
	Iteration 29Q: 3 clusters Score -923720.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -923738.125000 Penalty: 2942.790283
	Iteration 30Q: 3 clusters Score -923738.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -923761.937500 Penalty: 2942.790283
	Iteration 31Q: 3 clusters Score -923761.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -923783.375000 Penalty: 2942.790283
	Iteration 32Q: 3 clusters Score -923783.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -923795.375000 Penalty: 2942.790283
	Iteration 33Q: 3 clusters Score -923795.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -923817.562500 Penalty: 2942.790283
	Iteration 34Q: 3 clusters Score -923817.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -923852.562500 Penalty: 2942.790283
	Iteration 35Q: 3 clusters Score -923852.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -923875.375000 Penalty: 2942.790283
	Iteration 36Q: 3 clusters Score -923875.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -923890.937500 Penalty: 2942.790283
	Iteration 37Q: 3 clusters Score -923890.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -923899.187500 Penalty: 2942.790283
	Iteration 38Q: 3 clusters Score -923899.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -923907.875000 Penalty: 2942.790283
	Iteration 39Q: 3 clusters Score -923907.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -923911.312500 Penalty: 2942.790283
	Iteration 40F: 3 clusters Score -923911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -923912.875000 Penalty: 2942.790283
	Iteration 41Q: 3 clusters Score -923912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -923913.500000 Penalty: 2942.790283
	Iteration 42Q: 3 clusters Score -923913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -923913.812500 Penalty: 2942.790283
	Iteration 43Q: 3 clusters Score -923913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -923913.812500 Penalty: 2942.790283
	Iteration 44F: 3 clusters Score -923913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -453956.687500 Penalty: 1352.665283
	Iteration 0F: 2 clusters Score -453956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -450470.062500 Penalty: 2705.330566
	Iteration 0F: 3 clusters Score -450470.1 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -451334.937500 Penalty: 2705.330566
	Iteration 1F: 3 clusters Score -451334.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -451559.906250 Penalty: 2705.330566
	Iteration 2F: 3 clusters Score -451559.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -451706.218750 Penalty: 2705.330566
	Iteration 3F: 3 clusters Score -451706.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -451795.093750 Penalty: 2705.330566
	Iteration 4Q: 3 clusters Score -451795.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -451859.718750 Penalty: 2705.330566
	Iteration 5Q: 3 clusters Score -451859.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -451921.218750 Penalty: 2705.330566
	Iteration 6Q: 3 clusters Score -451921.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -451977.250000 Penalty: 2705.330566
	Iteration 7Q: 3 clusters Score -451977.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -452016.468750 Penalty: 2705.330566
	Iteration 8Q: 3 clusters Score -452016.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -452053.718750 Penalty: 2705.330566
	Iteration 9Q: 3 clusters Score -452053.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -452096.375000 Penalty: 2705.330566
	Iteration 10Q: 3 clusters Score -452096.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -452145.906250 Penalty: 2705.330566
	Iteration 11Q: 3 clusters Score -452145.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -452189.156250 Penalty: 2705.330566
	Iteration 12Q: 3 clusters Score -452189.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -452244.218750 Penalty: 2705.330566
	Iteration 13Q: 3 clusters Score -452244.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -452301.281250 Penalty: 2705.330566
	Iteration 14Q: 3 clusters Score -452301.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -452359.375000 Penalty: 2705.330566
	Iteration 15Q: 3 clusters Score -452359.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -452413.062500 Penalty: 2705.330566
	Iteration 16Q: 3 clusters Score -452413.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -452456.531250 Penalty: 2705.330566
	Iteration 17Q: 3 clusters Score -452456.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -452503.343750 Penalty: 2705.330566
	Iteration 18Q: 3 clusters Score -452503.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -452544.843750 Penalty: 2705.330566
	Iteration 19Q: 3 clusters Score -452544.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -452590.875000 Penalty: 2705.330566
	Iteration 20F: 3 clusters Score -452590.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -452625.437500 Penalty: 2705.330566
	Iteration 21Q: 3 clusters Score -452625.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -452657.250000 Penalty: 2705.330566
	Iteration 22Q: 3 clusters Score -452657.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -452680.281250 Penalty: 2705.330566
	Iteration 23Q: 3 clusters Score -452680.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -452698.500000 Penalty: 2705.330566
	Iteration 24Q: 3 clusters Score -452698.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -452710.000000 Penalty: 2705.330566
	Iteration 25Q: 3 clusters Score -452710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -452722.937500 Penalty: 2705.330566
	Iteration 26Q: 3 clusters Score -452722.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -452729.781250 Penalty: 2705.330566
	Iteration 27Q: 3 clusters Score -452729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -452732.625000 Penalty: 2705.330566
	Iteration 28Q: 3 clusters Score -452732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -452734.937500 Penalty: 2705.330566
	Iteration 29Q: 3 clusters Score -452734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -452740.781250 Penalty: 2705.330566
	Iteration 30Q: 3 clusters Score -452740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -452742.656250 Penalty: 2705.330566
	Iteration 31Q: 3 clusters Score -452742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -452744.281250 Penalty: 2705.330566
	Iteration 32Q: 3 clusters Score -452744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -452747.000000 Penalty: 2705.330566
	Iteration 33Q: 3 clusters Score -452747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -452750.687500 Penalty: 2705.330566
	Iteration 34Q: 3 clusters Score -452750.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -452752.750000 Penalty: 2705.330566
	Iteration 35Q: 3 clusters Score -452752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -452754.531250 Penalty: 2705.330566
	Iteration 36Q: 3 clusters Score -452754.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -452756.656250 Penalty: 2705.330566
	Iteration 37Q: 3 clusters Score -452756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -452757.343750 Penalty: 2705.330566
	Iteration 38Q: 3 clusters Score -452757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -452757.406250 Penalty: 2705.330566
	Iteration 39Q: 3 clusters Score -452757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -452758.437500 Penalty: 2705.330566
	Iteration 40F: 3 clusters Score -452758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -452758.968750 Penalty: 2705.330566
	Iteration 41Q: 3 clusters Score -452759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -452759.000000 Penalty: 2705.330566
	Iteration 42Q: 3 clusters Score -452759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -452759.000000 Penalty: 2705.330566
	Iteration 43F: 3 clusters Score -452759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -381999.750000 Penalty: 1323.132568
	Iteration 0F: 2 clusters Score -381999.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -378995.093750 Penalty: 2646.265137
	Iteration 0F: 3 clusters Score -378995.1 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -379796.375000 Penalty: 2646.265137
	Iteration 1F: 3 clusters Score -379796.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -380001.218750 Penalty: 2646.265137
	Iteration 2F: 3 clusters Score -380001.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -380107.843750 Penalty: 2646.265137
	Iteration 3F: 3 clusters Score -380107.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -380169.593750 Penalty: 2646.265137
	Iteration 4Q: 3 clusters Score -380169.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -380226.593750 Penalty: 2646.265137
	Iteration 5Q: 3 clusters Score -380226.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -380278.968750 Penalty: 2646.265137
	Iteration 6Q: 3 clusters Score -380279 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -380320.125000 Penalty: 2646.265137
	Iteration 7Q: 3 clusters Score -380320.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -380356.031250 Penalty: 2646.265137
	Iteration 8Q: 3 clusters Score -380356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -380388.937500 Penalty: 2646.265137
	Iteration 9Q: 3 clusters Score -380388.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -380418.500000 Penalty: 2646.265137
	Iteration 10Q: 3 clusters Score -380418.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -380453.531250 Penalty: 2646.265137
	Iteration 11Q: 3 clusters Score -380453.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -380497.312500 Penalty: 2646.265137
	Iteration 12Q: 3 clusters Score -380497.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -380536.625000 Penalty: 2646.265137
	Iteration 13Q: 3 clusters Score -380536.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -380581.000000 Penalty: 2646.265137
	Iteration 14Q: 3 clusters Score -380581 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -380622.812500 Penalty: 2646.265137
	Iteration 15Q: 3 clusters Score -380622.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -380653.781250 Penalty: 2646.265137
	Iteration 16Q: 3 clusters Score -380653.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -380669.312500 Penalty: 2646.265137
	Iteration 17Q: 3 clusters Score -380669.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -380680.312500 Penalty: 2646.265137
	Iteration 18Q: 3 clusters Score -380680.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -380690.187500 Penalty: 2646.265137
	Iteration 19Q: 3 clusters Score -380690.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -380695.687500 Penalty: 2646.265137
	Iteration 20F: 3 clusters Score -380695.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -380697.812500 Penalty: 2646.265137
	Iteration 21Q: 3 clusters Score -380697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -380699.875000 Penalty: 2646.265137
	Iteration 22Q: 3 clusters Score -380699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -380699.687500 Penalty: 2646.265137
	Iteration 23Q: 3 clusters Score -380699.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -380700.750000 Penalty: 2646.265137
	Iteration 24Q: 3 clusters Score -380700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -380701.250000 Penalty: 2646.265137
	Iteration 25Q: 3 clusters Score -380701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -380702.125000 Penalty: 2646.265137
	Iteration 26Q: 3 clusters Score -380702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -380702.625000 Penalty: 2646.265137
	Iteration 27Q: 3 clusters Score -380702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -380703.187500 Penalty: 2646.265137
	Iteration 28Q: 3 clusters Score -380703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -380704.000000 Penalty: 2646.265137
	Iteration 29Q: 3 clusters Score -380704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -380705.000000 Penalty: 2646.265137
	Iteration 30Q: 3 clusters Score -380705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -380705.437500 Penalty: 2646.265137
	Iteration 31Q: 3 clusters Score -380705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -380705.437500 Penalty: 2646.265137
	Iteration 32F: 3 clusters Score -380705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Entering Unmasked Estep 
Score: -4304181.000000 Penalty: 1715.040039
	Iteration 0F: 2 clusters Score -4304181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4278445.000000 Penalty: 3430.080078
	Iteration 0F: 3 clusters Score -4278445 nChanged 17811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4288469.500000 Penalty: 3430.080078
	Iteration 1F: 3 clusters Score -4288470 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4288863.500000 Penalty: 3430.080078
	Iteration 2Q: 3 clusters Score -4288864 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -4289271.000000 Penalty: 3430.080078
	Iteration 3Q: 3 clusters Score -4289271 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4289692.500000 Penalty: 3430.080078
	Iteration 4Q: 3 clusters Score -4289692 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4290095.000000 Penalty: 3430.080078
	Iteration 5Q: 3 clusters Score -4290095 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4290506.500000 Penalty: 3430.080078
	Iteration 6Q: 3 clusters Score -4290506 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4291024.000000 Penalty: 3430.080078
	Iteration 7Q: 3 clusters Score -4291024 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -4291661.500000 Penalty: 3430.080078
	Iteration 8Q: 3 clusters Score -4291662 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4292486.000000 Penalty: 3430.080078
	Iteration 9Q: 3 clusters Score -4292486 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4293678.000000 Penalty: 3430.080078
	Iteration 10Q: 3 clusters Score -4293678 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -4295451.500000 Penalty: 3430.080078
	Iteration 11F: 3 clusters Score -4295452 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -4297355.000000 Penalty: 3430.080078
	Iteration 12F: 3 clusters Score -4297355 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4298641.000000 Penalty: 3430.080078
	Iteration 13Q: 3 clusters Score -4298641 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4299376.000000 Penalty: 3430.080078
	Iteration 14Q: 3 clusters Score -4299376 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -4299882.500000 Penalty: 3430.080078
	Iteration 15Q: 3 clusters Score -4299882 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4300292.000000 Penalty: 3430.080078
	Iteration 16Q: 3 clusters Score -4300292 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -4300654.500000 Penalty: 3430.080078
	Iteration 17Q: 3 clusters Score -4300654 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4301005.500000 Penalty: 3430.080078
	Iteration 18Q: 3 clusters Score -4301006 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4301270.000000 Penalty: 3430.080078
	Iteration 19Q: 3 clusters Score -4301270 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -4301492.500000 Penalty: 3430.080078
	Iteration 20F: 3 clusters Score -4301492 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4301658.000000 Penalty: 3430.080078
	Iteration 21Q: 3 clusters Score -4301658 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4301783.500000 Penalty: 3430.080078
	Iteration 22Q: 3 clusters Score -4301784 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -4301901.500000 Penalty: 3430.080078
	Iteration 23Q: 3 clusters Score -4301902 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4301985.500000 Penalty: 3430.080078
	Iteration 24Q: 3 clusters Score -4301986 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4302092.000000 Penalty: 3430.080078
	Iteration 25Q: 3 clusters Score -4302092 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4302161.500000 Penalty: 3430.080078
	Iteration 26Q: 3 clusters Score -4302162 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4302232.000000 Penalty: 3430.080078
	Iteration 27Q: 3 clusters Score -4302232 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4302258.500000 Penalty: 3430.080078
	Iteration 28Q: 3 clusters Score -4302258 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4302302.000000 Penalty: 3430.080078
	Iteration 29Q: 3 clusters Score -4302302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4302350.000000 Penalty: 3430.080078
	Iteration 30Q: 3 clusters Score -4302350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4302378.500000 Penalty: 3430.080078
	Iteration 31Q: 3 clusters Score -4302378 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4302426.500000 Penalty: 3430.080078
	Iteration 32Q: 3 clusters Score -4302426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4302447.000000 Penalty: 3430.080078
	Iteration 33Q: 3 clusters Score -4302447 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4302458.000000 Penalty: 3430.080078
	Iteration 34Q: 3 clusters Score -4302458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -4302463.500000 Penalty: 3430.080078
	Iteration 35Q: 3 clusters Score -4302464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -4302478.500000 Penalty: 3430.080078
	Iteration 36Q: 3 clusters Score -4302478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4302484.500000 Penalty: 3430.080078
	Iteration 37Q: 3 clusters Score -4302484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -4302487.500000 Penalty: 3430.080078
	Iteration 38Q: 3 clusters Score -4302488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4302498.500000 Penalty: 3430.080078
	Iteration 39Q: 3 clusters Score -4302498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4302508.500000 Penalty: 3430.080078
	Iteration 40F: 3 clusters Score -4302508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4302514.500000 Penalty: 3430.080078
	Iteration 41Q: 3 clusters Score -4302514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4302533.000000 Penalty: 3430.080078
	Iteration 42Q: 3 clusters Score -4302533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4302526.500000 Penalty: 3430.080078
	Iteration 43Q: 3 clusters Score -4302526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4302544.000000 Penalty: 3430.080078
	Iteration 44Q: 3 clusters Score -4302544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -4302552.000000 Penalty: 3430.080078
	Iteration 45Q: 3 clusters Score -4302552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -4302567.000000 Penalty: 3430.080078
	Iteration 46Q: 3 clusters Score -4302567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4302573.500000 Penalty: 3430.080078
	Iteration 47Q: 3 clusters Score -4302574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4302584.000000 Penalty: 3430.080078
	Iteration 48Q: 3 clusters Score -4302584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4302595.500000 Penalty: 3430.080078
	Iteration 49Q: 3 clusters Score -4302596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -4302605.500000 Penalty: 3430.080078
	Iteration 50Q: 3 clusters Score -4302606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -4302621.500000 Penalty: 3430.080078
	Iteration 51Q: 3 clusters Score -4302622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -4302630.000000 Penalty: 3430.080078
	Iteration 52Q: 3 clusters Score -4302630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -4302640.000000 Penalty: 3430.080078
	Iteration 53Q: 3 clusters Score -4302640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -4302637.000000 Penalty: 3430.080078
	Iteration 54Q: 3 clusters Score -4302637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4302643.500000 Penalty: 3430.080078
	Iteration 55Q: 3 clusters Score -4302644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4302647.000000 Penalty: 3430.080078
	Iteration 56Q: 3 clusters Score -4302647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -4302659.500000 Penalty: 3430.080078
	Iteration 57Q: 3 clusters Score -4302660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -4302665.000000 Penalty: 3430.080078
	Iteration 58Q: 3 clusters Score -4302665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -4302669.500000 Penalty: 3430.080078
	Iteration 59Q: 3 clusters Score -4302670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -4302669.500000 Penalty: 3430.080078
	Iteration 60F: 3 clusters Score -4302670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -4302672.000000 Penalty: 3430.080078
	Iteration 61Q: 3 clusters Score -4302672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -4302674.000000 Penalty: 3430.080078
	Iteration 62Q: 3 clusters Score -4302674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -4302677.500000 Penalty: 3430.080078
	Iteration 63Q: 3 clusters Score -4302678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -4302681.500000 Penalty: 3430.080078
	Iteration 64Q: 3 clusters Score -4302682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4302685.500000 Penalty: 3430.080078
	Iteration 65Q: 3 clusters Score -4302686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -4302687.000000 Penalty: 3430.080078
	Iteration 66Q: 3 clusters Score -4302687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -4302694.500000 Penalty: 3430.080078
	Iteration 67Q: 3 clusters Score -4302694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4302702.000000 Penalty: 3430.080078
	Iteration 68Q: 3 clusters Score -4302702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4302702.000000 Penalty: 3430.080078
	Iteration 69Q: 3 clusters Score -4302702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -4302703.000000 Penalty: 3430.080078
	Iteration 70Q: 3 clusters Score -4302703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -4302703.000000 Penalty: 3430.080078
	Iteration 71Q: 3 clusters Score -4302703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -4302702.000000 Penalty: 3430.080078
	Iteration 72Q: 3 clusters Score -4302702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -4302701.500000 Penalty: 3430.080078
	Iteration 73Q: 3 clusters Score -4302702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -4302700.500000 Penalty: 3430.080078
	Iteration 74Q: 3 clusters Score -4302700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -4302696.500000 Penalty: 3430.080078
	Iteration 75Q: 3 clusters Score -4302696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -4302704.500000 Penalty: 3430.080078
	Iteration 76Q: 3 clusters Score -4302704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4302708.500000 Penalty: 3430.080078
	Iteration 77Q: 3 clusters Score -4302708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -4302707.500000 Penalty: 3430.080078
	Iteration 78Q: 3 clusters Score -4302708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -4302705.500000 Penalty: 3430.080078
	Iteration 79Q: 3 clusters Score -4302706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4302708.500000 Penalty: 3430.080078
	Iteration 80F: 3 clusters Score -4302708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -4302711.000000 Penalty: 3430.080078
	Iteration 81Q: 3 clusters Score -4302711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -4302711.500000 Penalty: 3430.080078
	Iteration 82Q: 3 clusters Score -4302712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -4302713.000000 Penalty: 3430.080078
	Iteration 83Q: 3 clusters Score -4302713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4302716.500000 Penalty: 3430.080078
	Iteration 84Q: 3 clusters Score -4302716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4302717.500000 Penalty: 3430.080078
	Iteration 85Q: 3 clusters Score -4302718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -4302723.500000 Penalty: 3430.080078
	Iteration 86Q: 3 clusters Score -4302724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -4302725.000000 Penalty: 3430.080078
	Iteration 87Q: 3 clusters Score -4302725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -4302727.000000 Penalty: 3430.080078
	Iteration 88Q: 3 clusters Score -4302727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -4302727.500000 Penalty: 3430.080078
	Iteration 89Q: 3 clusters Score -4302728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -4302728.500000 Penalty: 3430.080078
	Iteration 90Q: 3 clusters Score -4302728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -4302728.500000 Penalty: 3430.080078
	Iteration 91F: 3 clusters Score -4302728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Entering Unmasked Estep 
Score: -2485258.750000 Penalty: 1625.548950
	Iteration 0F: 2 clusters Score -2485259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2470117.000000 Penalty: 3251.097900
	Iteration 0F: 3 clusters Score -2470117 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2475861.000000 Penalty: 3251.097900
	Iteration 1F: 3 clusters Score -2475861 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2476296.250000 Penalty: 3251.097900
	Iteration 2F: 3 clusters Score -2476296 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2476838.750000 Penalty: 3251.097900
	Iteration 3Q: 3 clusters Score -2476839 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2477560.500000 Penalty: 3251.097900
	Iteration 4F: 3 clusters Score -2477560 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2478390.500000 Penalty: 3251.097900
	Iteration 5F: 3 clusters Score -2478390 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2479353.750000 Penalty: 3251.097900
	Iteration 6F: 3 clusters Score -2479354 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2480471.750000 Penalty: 3251.097900
	Iteration 7F: 3 clusters Score -2480472 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2481646.750000 Penalty: 3251.097900
	Iteration 8F: 3 clusters Score -2481647 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2482650.750000 Penalty: 3251.097900
	Iteration 9F: 3 clusters Score -2482651 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2483182.250000 Penalty: 3251.097900
	Iteration 10Q: 3 clusters Score -2483182 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2483421.500000 Penalty: 3251.097900
	Iteration 11Q: 3 clusters Score -2483422 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2483575.500000 Penalty: 3251.097900
	Iteration 12Q: 3 clusters Score -2483576 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2483690.250000 Penalty: 3251.097900
	Iteration 13Q: 3 clusters Score -2483690 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2483757.250000 Penalty: 3251.097900
	Iteration 14Q: 3 clusters Score -2483757 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2483828.250000 Penalty: 3251.097900
	Iteration 15Q: 3 clusters Score -2483828 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2483891.000000 Penalty: 3251.097900
	Iteration 16Q: 3 clusters Score -2483891 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2483947.500000 Penalty: 3251.097900
	Iteration 17Q: 3 clusters Score -2483948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2483992.500000 Penalty: 3251.097900
	Iteration 18Q: 3 clusters Score -2483992 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2484047.000000 Penalty: 3251.097900
	Iteration 19Q: 3 clusters Score -2484047 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2484094.500000 Penalty: 3251.097900
	Iteration 20F: 3 clusters Score -2484094 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2484149.250000 Penalty: 3251.097900
	Iteration 21Q: 3 clusters Score -2484149 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2484193.000000 Penalty: 3251.097900
	Iteration 22Q: 3 clusters Score -2484193 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2484251.750000 Penalty: 3251.097900
	Iteration 23Q: 3 clusters Score -2484252 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2484317.750000 Penalty: 3251.097900
	Iteration 24Q: 3 clusters Score -2484318 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2484377.250000 Penalty: 3251.097900
	Iteration 25Q: 3 clusters Score -2484377 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2484433.750000 Penalty: 3251.097900
	Iteration 26Q: 3 clusters Score -2484434 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2484489.000000 Penalty: 3251.097900
	Iteration 27Q: 3 clusters Score -2484489 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2484533.000000 Penalty: 3251.097900
	Iteration 28Q: 3 clusters Score -2484533 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2484573.250000 Penalty: 3251.097900
	Iteration 29Q: 3 clusters Score -2484573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2484601.000000 Penalty: 3251.097900
	Iteration 30Q: 3 clusters Score -2484601 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2484637.000000 Penalty: 3251.097900
	Iteration 31Q: 3 clusters Score -2484637 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2484683.000000 Penalty: 3251.097900
	Iteration 32Q: 3 clusters Score -2484683 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2484712.000000 Penalty: 3251.097900
	Iteration 33Q: 3 clusters Score -2484712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2484738.750000 Penalty: 3251.097900
	Iteration 34Q: 3 clusters Score -2484739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2484742.000000 Penalty: 3251.097900
	Iteration 35Q: 3 clusters Score -2484742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2484750.500000 Penalty: 3251.097900
	Iteration 36Q: 3 clusters Score -2484750 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2484764.500000 Penalty: 3251.097900
	Iteration 37Q: 3 clusters Score -2484764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2484770.500000 Penalty: 3251.097900
	Iteration 38Q: 3 clusters Score -2484770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2484779.500000 Penalty: 3251.097900
	Iteration 39Q: 3 clusters Score -2484780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2484785.000000 Penalty: 3251.097900
	Iteration 40F: 3 clusters Score -2484785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2484796.750000 Penalty: 3251.097900
	Iteration 41Q: 3 clusters Score -2484797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2484796.750000 Penalty: 3251.097900
	Iteration 42Q: 3 clusters Score -2484797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2484802.500000 Penalty: 3251.097900
	Iteration 43Q: 3 clusters Score -2484802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2484804.750000 Penalty: 3251.097900
	Iteration 44Q: 3 clusters Score -2484805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2484806.750000 Penalty: 3251.097900
	Iteration 45Q: 3 clusters Score -2484807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2484817.000000 Penalty: 3251.097900
	Iteration 46Q: 3 clusters Score -2484817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2484817.500000 Penalty: 3251.097900
	Iteration 47Q: 3 clusters Score -2484818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2484818.500000 Penalty: 3251.097900
	Iteration 48Q: 3 clusters Score -2484818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2484820.250000 Penalty: 3251.097900
	Iteration 49Q: 3 clusters Score -2484820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2484821.250000 Penalty: 3251.097900
	Iteration 50Q: 3 clusters Score -2484821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2484822.500000 Penalty: 3251.097900
	Iteration 51Q: 3 clusters Score -2484822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2484821.000000 Penalty: 3251.097900
	Iteration 52Q: 3 clusters Score -2484821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2484820.750000 Penalty: 3251.097900
	Iteration 53Q: 3 clusters Score -2484821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2484825.250000 Penalty: 3251.097900
	Iteration 54Q: 3 clusters Score -2484825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2484825.000000 Penalty: 3251.097900
	Iteration 55Q: 3 clusters Score -2484825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2484828.000000 Penalty: 3251.097900
	Iteration 56Q: 3 clusters Score -2484828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2484833.250000 Penalty: 3251.097900
	Iteration 57Q: 3 clusters Score -2484833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2484830.250000 Penalty: 3251.097900
	Iteration 58Q: 3 clusters Score -2484830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2484836.500000 Penalty: 3251.097900
	Iteration 59Q: 3 clusters Score -2484836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2484843.750000 Penalty: 3251.097900
	Iteration 60F: 3 clusters Score -2484844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2484844.000000 Penalty: 3251.097900
	Iteration 61Q: 3 clusters Score -2484844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2484845.250000 Penalty: 3251.097900
	Iteration 62Q: 3 clusters Score -2484845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2484847.000000 Penalty: 3251.097900
	Iteration 63Q: 3 clusters Score -2484847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2484847.500000 Penalty: 3251.097900
	Iteration 64Q: 3 clusters Score -2484848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2484850.500000 Penalty: 3251.097900
	Iteration 65Q: 3 clusters Score -2484850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2484852.250000 Penalty: 3251.097900
	Iteration 66Q: 3 clusters Score -2484852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2484851.250000 Penalty: 3251.097900
	Iteration 67Q: 3 clusters Score -2484851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2484854.500000 Penalty: 3251.097900
	Iteration 68Q: 3 clusters Score -2484854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2484854.250000 Penalty: 3251.097900
	Iteration 69Q: 3 clusters Score -2484854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2484856.250000 Penalty: 3251.097900
	Iteration 70Q: 3 clusters Score -2484856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2484855.000000 Penalty: 3251.097900
	Iteration 71Q: 3 clusters Score -2484855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2484860.750000 Penalty: 3251.097900
	Iteration 72Q: 3 clusters Score -2484861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2484860.500000 Penalty: 3251.097900
	Iteration 73Q: 3 clusters Score -2484860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2484863.000000 Penalty: 3251.097900
	Iteration 74Q: 3 clusters Score -2484863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2484870.750000 Penalty: 3251.097900
	Iteration 75Q: 3 clusters Score -2484871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2484869.250000 Penalty: 3251.097900
	Iteration 76Q: 3 clusters Score -2484869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2484869.250000 Penalty: 3251.097900
	Iteration 77Q: 3 clusters Score -2484869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2484863.750000 Penalty: 3251.097900
	Iteration 78Q: 3 clusters Score -2484864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2484865.250000 Penalty: 3251.097900
	Iteration 79Q: 3 clusters Score -2484865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2484865.250000 Penalty: 3251.097900
	Iteration 80F: 3 clusters Score -2484865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Entering Unmasked Estep 
Score: -1695721.375000 Penalty: 1571.678955
	Iteration 0F: 2 clusters Score -1695721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1684753.500000 Penalty: 3143.357910
	Iteration 0F: 3 clusters Score -1684754 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1688876.375000 Penalty: 3143.357910
	Iteration 1F: 3 clusters Score -1688876 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1689479.250000 Penalty: 3143.357910
	Iteration 2F: 3 clusters Score -1689479 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1690093.250000 Penalty: 3143.357910
	Iteration 3F: 3 clusters Score -1690093 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1690636.375000 Penalty: 3143.357910
	Iteration 4F: 3 clusters Score -1690636 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1691143.625000 Penalty: 3143.357910
	Iteration 5F: 3 clusters Score -1691144 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1691562.375000 Penalty: 3143.357910
	Iteration 6F: 3 clusters Score -1691562 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1691940.125000 Penalty: 3143.357910
	Iteration 7Q: 3 clusters Score -1691940 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1692245.625000 Penalty: 3143.357910
	Iteration 8Q: 3 clusters Score -1692246 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1692498.625000 Penalty: 3143.357910
	Iteration 9Q: 3 clusters Score -1692499 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1692674.500000 Penalty: 3143.357910
	Iteration 10Q: 3 clusters Score -1692674 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1692810.125000 Penalty: 3143.357910
	Iteration 11Q: 3 clusters Score -1692810 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1692946.250000 Penalty: 3143.357910
	Iteration 12Q: 3 clusters Score -1692946 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1693088.000000 Penalty: 3143.357910
	Iteration 13Q: 3 clusters Score -1693088 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1693273.250000 Penalty: 3143.357910
	Iteration 14Q: 3 clusters Score -1693273 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1693555.750000 Penalty: 3143.357910
	Iteration 15Q: 3 clusters Score -1693556 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1693994.625000 Penalty: 3143.357910
	Iteration 16Q: 3 clusters Score -1693995 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1694398.500000 Penalty: 3143.357910
	Iteration 17Q: 3 clusters Score -1694398 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1694531.125000 Penalty: 3143.357910
	Iteration 18Q: 3 clusters Score -1694531 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1694592.375000 Penalty: 3143.357910
	Iteration 19Q: 3 clusters Score -1694592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1694630.125000 Penalty: 3143.357910
	Iteration 20F: 3 clusters Score -1694630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1694648.750000 Penalty: 3143.357910
	Iteration 21Q: 3 clusters Score -1694649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1694664.500000 Penalty: 3143.357910
	Iteration 22Q: 3 clusters Score -1694664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1694683.250000 Penalty: 3143.357910
	Iteration 23Q: 3 clusters Score -1694683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1694695.500000 Penalty: 3143.357910
	Iteration 24Q: 3 clusters Score -1694696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1694707.250000 Penalty: 3143.357910
	Iteration 25Q: 3 clusters Score -1694707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1694713.000000 Penalty: 3143.357910
	Iteration 26Q: 3 clusters Score -1694713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1694721.875000 Penalty: 3143.357910
	Iteration 27Q: 3 clusters Score -1694722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1694731.125000 Penalty: 3143.357910
	Iteration 28Q: 3 clusters Score -1694731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1694733.750000 Penalty: 3143.357910
	Iteration 29Q: 3 clusters Score -1694734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1694740.750000 Penalty: 3143.357910
	Iteration 30Q: 3 clusters Score -1694741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1694744.750000 Penalty: 3143.357910
	Iteration 31Q: 3 clusters Score -1694745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1694745.500000 Penalty: 3143.357910
	Iteration 32Q: 3 clusters Score -1694746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1694749.250000 Penalty: 3143.357910
	Iteration 33Q: 3 clusters Score -1694749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1694756.125000 Penalty: 3143.357910
	Iteration 34Q: 3 clusters Score -1694756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1694754.875000 Penalty: 3143.357910
	Iteration 35Q: 3 clusters Score -1694755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1694755.125000 Penalty: 3143.357910
	Iteration 36Q: 3 clusters Score -1694755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1694757.750000 Penalty: 3143.357910
	Iteration 37Q: 3 clusters Score -1694758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1694758.500000 Penalty: 3143.357910
	Iteration 38Q: 3 clusters Score -1694758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1694757.500000 Penalty: 3143.357910
	Iteration 39Q: 3 clusters Score -1694758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1694758.000000 Penalty: 3143.357910
	Iteration 40F: 3 clusters Score -1694758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1694758.000000 Penalty: 3143.357910
	Iteration 41Q: 3 clusters Score -1694758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1694758.000000 Penalty: 3143.357910
	Iteration 42F: 3 clusters Score -1694758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -511622.187500 Penalty: 1369.217651
	Iteration 0F: 2 clusters Score -511622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -507897.562500 Penalty: 2738.435303
	Iteration 0F: 3 clusters Score -507897.6 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -508890.375000 Penalty: 2738.435303
	Iteration 1F: 3 clusters Score -508890.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -509036.187500 Penalty: 2738.435303
	Iteration 2F: 3 clusters Score -509036.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -509109.937500 Penalty: 2738.435303
	Iteration 3Q: 3 clusters Score -509109.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -509199.812500 Penalty: 2738.435303
	Iteration 4Q: 3 clusters Score -509199.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -509260.437500 Penalty: 2738.435303
	Iteration 5Q: 3 clusters Score -509260.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -509305.531250 Penalty: 2738.435303
	Iteration 6Q: 3 clusters Score -509305.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -509342.187500 Penalty: 2738.435303
	Iteration 7Q: 3 clusters Score -509342.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -509382.406250 Penalty: 2738.435303
	Iteration 8Q: 3 clusters Score -509382.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -509422.312500 Penalty: 2738.435303
	Iteration 9Q: 3 clusters Score -509422.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -509456.343750 Penalty: 2738.435303
	Iteration 10Q: 3 clusters Score -509456.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -509483.000000 Penalty: 2738.435303
	Iteration 11Q: 3 clusters Score -509483 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -509511.062500 Penalty: 2738.435303
	Iteration 12Q: 3 clusters Score -509511.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -509539.093750 Penalty: 2738.435303
	Iteration 13Q: 3 clusters Score -509539.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -509560.281250 Penalty: 2738.435303
	Iteration 14Q: 3 clusters Score -509560.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -509587.468750 Penalty: 2738.435303
	Iteration 15Q: 3 clusters Score -509587.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -509607.125000 Penalty: 2738.435303
	Iteration 16Q: 3 clusters Score -509607.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -509629.125000 Penalty: 2738.435303
	Iteration 17Q: 3 clusters Score -509629.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -509661.718750 Penalty: 2738.435303
	Iteration 18Q: 3 clusters Score -509661.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -509693.375000 Penalty: 2738.435303
	Iteration 19Q: 3 clusters Score -509693.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -509727.000000 Penalty: 2738.435303
	Iteration 20F: 3 clusters Score -509727 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -509751.437500 Penalty: 2738.435303
	Iteration 21Q: 3 clusters Score -509751.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -509777.375000 Penalty: 2738.435303
	Iteration 22Q: 3 clusters Score -509777.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -509808.406250 Penalty: 2738.435303
	Iteration 23Q: 3 clusters Score -509808.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -509841.937500 Penalty: 2738.435303
	Iteration 24Q: 3 clusters Score -509841.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -509867.281250 Penalty: 2738.435303
	Iteration 25Q: 3 clusters Score -509867.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -509898.593750 Penalty: 2738.435303
	Iteration 26Q: 3 clusters Score -509898.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -509934.875000 Penalty: 2738.435303
	Iteration 27Q: 3 clusters Score -509934.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -509957.500000 Penalty: 2738.435303
	Iteration 28Q: 3 clusters Score -509957.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -509983.906250 Penalty: 2738.435303
	Iteration 29Q: 3 clusters Score -509983.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -510007.562500 Penalty: 2738.435303
	Iteration 30Q: 3 clusters Score -510007.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -510030.468750 Penalty: 2738.435303
	Iteration 31Q: 3 clusters Score -510030.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -510056.593750 Penalty: 2738.435303
	Iteration 32Q: 3 clusters Score -510056.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -510077.937500 Penalty: 2738.435303
	Iteration 33Q: 3 clusters Score -510077.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -510095.781250 Penalty: 2738.435303
	Iteration 34Q: 3 clusters Score -510095.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -510111.687500 Penalty: 2738.435303
	Iteration 35Q: 3 clusters Score -510111.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -510128.906250 Penalty: 2738.435303
	Iteration 36Q: 3 clusters Score -510128.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -510143.500000 Penalty: 2738.435303
	Iteration 37Q: 3 clusters Score -510143.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -510159.125000 Penalty: 2738.435303
	Iteration 38Q: 3 clusters Score -510159.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -510177.156250 Penalty: 2738.435303
	Iteration 39Q: 3 clusters Score -510177.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -510195.562500 Penalty: 2738.435303
	Iteration 40F: 3 clusters Score -510195.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -510206.781250 Penalty: 2738.435303
	Iteration 41Q: 3 clusters Score -510206.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -510217.562500 Penalty: 2738.435303
	Iteration 42Q: 3 clusters Score -510217.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -510227.718750 Penalty: 2738.435303
	Iteration 43Q: 3 clusters Score -510227.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -510233.593750 Penalty: 2738.435303
	Iteration 44Q: 3 clusters Score -510233.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -510241.156250 Penalty: 2738.435303
	Iteration 45Q: 3 clusters Score -510241.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -510246.718750 Penalty: 2738.435303
	Iteration 46Q: 3 clusters Score -510246.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -510251.781250 Penalty: 2738.435303
	Iteration 47Q: 3 clusters Score -510251.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -510261.500000 Penalty: 2738.435303
	Iteration 48Q: 3 clusters Score -510261.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -510270.343750 Penalty: 2738.435303
	Iteration 49Q: 3 clusters Score -510270.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -510276.375000 Penalty: 2738.435303
	Iteration 50Q: 3 clusters Score -510276.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -510287.343750 Penalty: 2738.435303
	Iteration 51Q: 3 clusters Score -510287.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -510297.500000 Penalty: 2738.435303
	Iteration 52Q: 3 clusters Score -510297.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -510305.875000 Penalty: 2738.435303
	Iteration 53Q: 3 clusters Score -510305.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -510314.000000 Penalty: 2738.435303
	Iteration 54Q: 3 clusters Score -510314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -510322.562500 Penalty: 2738.435303
	Iteration 55Q: 3 clusters Score -510322.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -510328.093750 Penalty: 2738.435303
	Iteration 56Q: 3 clusters Score -510328.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -510334.843750 Penalty: 2738.435303
	Iteration 57Q: 3 clusters Score -510334.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -510346.281250 Penalty: 2738.435303
	Iteration 58Q: 3 clusters Score -510346.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -510358.500000 Penalty: 2738.435303
	Iteration 59Q: 3 clusters Score -510358.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -510366.781250 Penalty: 2738.435303
	Iteration 60F: 3 clusters Score -510366.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -510374.687500 Penalty: 2738.435303
	Iteration 61Q: 3 clusters Score -510374.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -510378.656250 Penalty: 2738.435303
	Iteration 62Q: 3 clusters Score -510378.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -510385.562500 Penalty: 2738.435303
	Iteration 63Q: 3 clusters Score -510385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -510389.843750 Penalty: 2738.435303
	Iteration 64Q: 3 clusters Score -510389.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -510395.000000 Penalty: 2738.435303
	Iteration 65Q: 3 clusters Score -510395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -510398.437500 Penalty: 2738.435303
	Iteration 66Q: 3 clusters Score -510398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -510401.281250 Penalty: 2738.435303
	Iteration 67Q: 3 clusters Score -510401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -510405.750000 Penalty: 2738.435303
	Iteration 68Q: 3 clusters Score -510405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -510408.218750 Penalty: 2738.435303
	Iteration 69Q: 3 clusters Score -510408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -510408.750000 Penalty: 2738.435303
	Iteration 70Q: 3 clusters Score -510408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -510408.906250 Penalty: 2738.435303
	Iteration 71Q: 3 clusters Score -510408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -510410.281250 Penalty: 2738.435303
	Iteration 72Q: 3 clusters Score -510410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -510411.281250 Penalty: 2738.435303
	Iteration 73Q: 3 clusters Score -510411.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -510413.093750 Penalty: 2738.435303
	Iteration 74Q: 3 clusters Score -510413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -510413.375000 Penalty: 2738.435303
	Iteration 75Q: 3 clusters Score -510413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -510413.718750 Penalty: 2738.435303
	Iteration 76Q: 3 clusters Score -510413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -510414.343750 Penalty: 2738.435303
	Iteration 77Q: 3 clusters Score -510414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -510416.375000 Penalty: 2738.435303
	Iteration 78Q: 3 clusters Score -510416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -510421.906250 Penalty: 2738.435303
	Iteration 79Q: 3 clusters Score -510421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -510429.500000 Penalty: 2738.435303
	Iteration 80F: 3 clusters Score -510429.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -510434.156250 Penalty: 2738.435303
	Iteration 81Q: 3 clusters Score -510434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -510436.812500 Penalty: 2738.435303
	Iteration 82Q: 3 clusters Score -510436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -510439.937500 Penalty: 2738.435303
	Iteration 83Q: 3 clusters Score -510439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -510443.593750 Penalty: 2738.435303
	Iteration 84Q: 3 clusters Score -510443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -510447.625000 Penalty: 2738.435303
	Iteration 85Q: 3 clusters Score -510447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -510451.750000 Penalty: 2738.435303
	Iteration 86Q: 3 clusters Score -510451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -510452.781250 Penalty: 2738.435303
	Iteration 87Q: 3 clusters Score -510452.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -510454.187500 Penalty: 2738.435303
	Iteration 88Q: 3 clusters Score -510454.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -510456.281250 Penalty: 2738.435303
	Iteration 89Q: 3 clusters Score -510456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -510457.062500 Penalty: 2738.435303
	Iteration 90Q: 3 clusters Score -510457.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -510457.062500 Penalty: 2738.435303
	Iteration 91F: 3 clusters Score -510457.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Entering Unmasked Estep 
Score: -583782.312500 Penalty: 1408.246094
	Iteration 0F: 2 clusters Score -583782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -579349.062500 Penalty: 2816.492188
	Iteration 0F: 3 clusters Score -579349.1 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -580744.375000 Penalty: 2816.492188
	Iteration 1F: 3 clusters Score -580744.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -581096.937500 Penalty: 2816.492188
	Iteration 2F: 3 clusters Score -581096.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -581520.687500 Penalty: 2816.492188
	Iteration 3F: 3 clusters Score -581520.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -582003.500000 Penalty: 2816.492188
	Iteration 4F: 3 clusters Score -582003.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -582481.375000 Penalty: 2816.492188
	Iteration 5F: 3 clusters Score -582481.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -582932.625000 Penalty: 2816.492188
	Iteration 6F: 3 clusters Score -582932.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -583224.437500 Penalty: 2816.492188
	Iteration 7F: 3 clusters Score -583224.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -583366.062500 Penalty: 2816.492188
	Iteration 8Q: 3 clusters Score -583366.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -583427.500000 Penalty: 2816.492188
	Iteration 9Q: 3 clusters Score -583427.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -583461.125000 Penalty: 2816.492188
	Iteration 10Q: 3 clusters Score -583461.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -583485.437500 Penalty: 2816.492188
	Iteration 11Q: 3 clusters Score -583485.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -583505.000000 Penalty: 2816.492188
	Iteration 12Q: 3 clusters Score -583505 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -583519.750000 Penalty: 2816.492188
	Iteration 13Q: 3 clusters Score -583519.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -583530.062500 Penalty: 2816.492188
	Iteration 14Q: 3 clusters Score -583530.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -583538.500000 Penalty: 2816.492188
	Iteration 15Q: 3 clusters Score -583538.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -583542.562500 Penalty: 2816.492188
	Iteration 16Q: 3 clusters Score -583542.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -583549.500000 Penalty: 2816.492188
	Iteration 17Q: 3 clusters Score -583549.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -583552.187500 Penalty: 2816.492188
	Iteration 18Q: 3 clusters Score -583552.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -583556.062500 Penalty: 2816.492188
	Iteration 19Q: 3 clusters Score -583556.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -583561.500000 Penalty: 2816.492188
	Iteration 20F: 3 clusters Score -583561.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -583564.125000 Penalty: 2816.492188
	Iteration 21Q: 3 clusters Score -583564.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -583566.187500 Penalty: 2816.492188
	Iteration 22Q: 3 clusters Score -583566.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -583570.375000 Penalty: 2816.492188
	Iteration 23Q: 3 clusters Score -583570.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -583572.937500 Penalty: 2816.492188
	Iteration 24Q: 3 clusters Score -583572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -583574.562500 Penalty: 2816.492188
	Iteration 25Q: 3 clusters Score -583574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -583574.500000 Penalty: 2816.492188
	Iteration 26Q: 3 clusters Score -583574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -583575.062500 Penalty: 2816.492188
	Iteration 27Q: 3 clusters Score -583575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -583575.875000 Penalty: 2816.492188
	Iteration 28Q: 3 clusters Score -583575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -583575.562500 Penalty: 2816.492188
	Iteration 29Q: 3 clusters Score -583575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -583576.062500 Penalty: 2816.492188
	Iteration 30Q: 3 clusters Score -583576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -583576.062500 Penalty: 2816.492188
	Iteration 31F: 3 clusters Score -583576.1 nChanged 0
--- Evaluating fit on full set of 1157882 points ---
Entering Unmasked Estep 
Score: -125157232.000000 Penalty: 45376.835938
23->21 Clusters: Score -125157232.000000, best is -125195632.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 385960 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 16835 members 
Mstep: Class 3 contains 16936 members 
Mstep: Class 4 contains 16862 members 
Mstep: Class 5 contains 16773 members 
Mstep: Class 6 contains 16533 members 
Mstep: Class 7 contains 16838 members 
Mstep: Class 8 contains 17002 members 
Mstep: Class 9 contains 16749 members 
Mstep: Class 10 contains 16719 members 
Mstep: Class 11 contains 16802 members 
Mstep: Class 12 contains 16766 members 
Mstep: Class 13 contains 16802 members 
Mstep: Class 14 contains 16911 members 
Mstep: Class 15 contains 16815 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 16853 members 
Mstep: Class 18 contains 16750 members 
Mstep: Class 19 contains 16738 members 
Mstep: Class 20 contains 16660 members 
Mstep: Class 21 contains 16777 members 
Mstep: Class 22 contains 16929 members 
Mstep: Class 23 contains 16546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 294.524353 but Gain 2090.316406
Score: -40245064.000000 Penalty: 45986.972656
Iteration 0F: 23 clusters Score -4.024506e+07 nChanged 367390
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 19719 members 
Mstep: Class 3 contains 29070 members 
Mstep: Class 4 contains 5571 members 
Mstep: Class 5 contains 31729 members 
Mstep: Class 6 contains 49129 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 13297 members 
Mstep: Class 9 contains 11899 members 
Mstep: Class 10 contains 15757 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 40004 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 25520 members 
Mstep: Class 17 contains 5992 members 
Mstep: Class 18 contains 11639 members 
Mstep: Class 20 contains 15814 members 
Mstep: Class 21 contains 21620 members 
Mstep: Class 22 contains 7036 members 
Mstep: Class 23 contains 20202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41162948.000000 Penalty: 45986.972656
Iteration 1F: 23 clusters Score -4.116295e+07 nChanged 140087
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 26292 members 
Mstep: Class 4 contains 5700 members 
Mstep: Class 5 contains 33267 members 
Mstep: Class 6 contains 67984 members 
Mstep: Class 7 contains 6937 members 
Mstep: Class 8 contains 10372 members 
Mstep: Class 9 contains 11280 members 
Mstep: Class 10 contains 16794 members 
Mstep: Class 11 contains 10237 members 
Mstep: Class 12 contains 12803 members 
Mstep: Class 13 contains 46672 members 
Mstep: Class 14 contains 6373 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 31002 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 9781 members 
Mstep: Class 20 contains 11763 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 25006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41337004.000000 Penalty: 45986.972656
Iteration 2F: 23 clusters Score -4.1337e+07 nChanged 89940
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11363 members 
Mstep: Class 3 contains 22610 members 
Mstep: Class 4 contains 5342 members 
Mstep: Class 5 contains 35163 members 
Mstep: Class 6 contains 81759 members 
Mstep: Class 7 contains 6287 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 18614 members 
Mstep: Class 11 contains 8575 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 54121 members 
Mstep: Class 14 contains 6017 members 
Mstep: Class 15 contains 4091 members 
Mstep: Class 16 contains 29706 members 
Mstep: Class 17 contains 5755 members 
Mstep: Class 18 contains 10269 members 
Mstep: Class 20 contains 9364 members 
Mstep: Class 21 contains 14805 members 
Mstep: Class 22 contains 8204 members 
Mstep: Class 23 contains 24460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41420552.000000 Penalty: 45986.972656
Iteration 3F: 23 clusters Score -4.142055e+07 nChanged 68749
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9953 members 
Mstep: Class 3 contains 19578 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 36155 members 
Mstep: Class 6 contains 94016 members 
Mstep: Class 7 contains 5568 members 
Mstep: Class 8 contains 6022 members 
Mstep: Class 9 contains 6393 members 
Mstep: Class 10 contains 18846 members 
Mstep: Class 11 contains 6969 members 
Mstep: Class 12 contains 6297 members 
Mstep: Class 13 contains 62793 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 15 contains 3063 members 
Mstep: Class 16 contains 25973 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 11061 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 17138 members 
Mstep: Class 22 contains 7284 members 
Mstep: Class 23 contains 21549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41477496.000000 Penalty: 45986.972656
Iteration 4F: 23 clusters Score -4.14775e+07 nChanged 55467
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9352 members 
Mstep: Class 3 contains 17070 members 
Mstep: Class 4 contains 4179 members 
Mstep: Class 5 contains 35280 members 
Mstep: Class 6 contains 104660 members 
Mstep: Class 7 contains 4730 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 4254 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 5539 members 
Mstep: Class 12 contains 4516 members 
Mstep: Class 13 contains 73063 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 16 contains 22058 members 
Mstep: Class 17 contains 6567 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 19819 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 18413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1882.247681 but Gain 2090.316406
Score: -41522452.000000 Penalty: 43896.656250
Iteration 5F: 22 clusters Score -4.152245e+07 nChanged 48919
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9413 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 3829 members 
Mstep: Class 5 contains 32992 members 
Mstep: Class 6 contains 111684 members 
Mstep: Class 7 contains 4061 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 18343 members 
Mstep: Class 11 contains 4049 members 
Mstep: Class 12 contains 3619 members 
Mstep: Class 13 contains 84983 members 
Mstep: Class 14 contains 4944 members 
Mstep: Class 16 contains 19332 members 
Mstep: Class 17 contains 6575 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 22556 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 16151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1472.588013 but Gain 2090.316406
Score: -41562144.000000 Penalty: 41806.339844
Iteration 6F: 21 clusters Score -4.156214e+07 nChanged 42335
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 12570 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 30376 members 
Mstep: Class 6 contains 114732 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 10 contains 18199 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 3196 members 
Mstep: Class 13 contains 97212 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 16 contains 17882 members 
Mstep: Class 17 contains 6294 members 
Mstep: Class 18 contains 9796 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 24806 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 15099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1273.773071 but Gain 2090.316406
Score: -41593804.000000 Penalty: 39716.023438
Iteration 7F: 20 clusters Score -4.15938e+07 nChanged 34403
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 10601 members 
Mstep: Class 3 contains 10307 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 27661 members 
Mstep: Class 6 contains 113663 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 10 contains 18051 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 108757 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 16 contains 17148 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 26917 members 
Mstep: Class 22 contains 4828 members 
Mstep: Class 23 contains 14718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1353.067139 but Gain 2090.316406
Score: -41616568.000000 Penalty: 37625.707031
Iteration 8F: 19 clusters Score -4.161657e+07 nChanged 29266
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 11091 members 
Mstep: Class 3 contains 7985 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 25337 members 
Mstep: Class 6 contains 109553 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 10 contains 17906 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 120946 members 
Mstep: Class 14 contains 2519 members 
Mstep: Class 16 contains 16818 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 18 contains 8145 members 
Mstep: Class 20 contains 1324 members 
Mstep: Class 21 contains 28139 members 
Mstep: Class 22 contains 4338 members 
Mstep: Class 23 contains 15068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1449.674194 but Gain 2090.316406
Score: -41633156.000000 Penalty: 35535.390625
Iteration 9F: 18 clusters Score -4.163316e+07 nChanged 25721
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 5988 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 23433 members 
Mstep: Class 6 contains 103447 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 10 contains 17607 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 133098 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 16 contains 16673 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 7894 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 28858 members 
Mstep: Class 22 contains 3886 members 
Mstep: Class 23 contains 15935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41644616.000000 Penalty: 35535.390625
Iteration 10F: 18 clusters Score -4.164462e+07 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 11689 members 
Mstep: Class 3 contains 4226 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 21938 members 
Mstep: Class 6 contains 95925 members 
Mstep: Class 7 contains 4072 members 
Mstep: Class 10 contains 17427 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 144383 members 
Mstep: Class 14 contains 1934 members 
Mstep: Class 16 contains 16708 members 
Mstep: Class 17 contains 4731 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 20 contains 1067 members 
Mstep: Class 21 contains 28157 members 
Mstep: Class 22 contains 3559 members 
Mstep: Class 23 contains 16948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41652564.000000 Penalty: 35535.390625
Iteration 11F: 18 clusters Score -4.165256e+07 nChanged 19402
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 11975 members 
Mstep: Class 3 contains 2988 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 20805 members 
Mstep: Class 6 contains 88508 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 10 contains 17417 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 13 contains 154619 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 16 contains 16784 members 
Mstep: Class 17 contains 4385 members 
Mstep: Class 18 contains 8206 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 26791 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 17936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41658688.000000 Penalty: 35535.390625
Iteration 12F: 18 clusters Score -4.165869e+07 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 12297 members 
Mstep: Class 3 contains 2214 members 
Mstep: Class 4 contains 1125 members 
Mstep: Class 5 contains 19963 members 
Mstep: Class 6 contains 81985 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 10 contains 17463 members 
Mstep: Class 12 contains 3783 members 
Mstep: Class 13 contains 162887 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 16 contains 16911 members 
Mstep: Class 17 contains 4115 members 
Mstep: Class 18 contains 8360 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 25486 members 
Mstep: Class 22 contains 3225 members 
Mstep: Class 23 contains 18803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2003.134033 but Gain 2090.320312
Score: -41663164.000000 Penalty: 33445.070312
Iteration 13Q: 17 clusters Score -4.166316e+07 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 12709 members 
Mstep: Class 4 contains 816 members 
Mstep: Class 5 contains 19375 members 
Mstep: Class 6 contains 76537 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 10 contains 17566 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 170084 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 16 contains 17106 members 
Mstep: Class 17 contains 4050 members 
Mstep: Class 18 contains 8612 members 
Mstep: Class 20 contains 976 members 
Mstep: Class 21 contains 24867 members 
Mstep: Class 22 contains 3280 members 
Mstep: Class 23 contains 19546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667796.000000 Penalty: 33445.070312
Iteration 14Q: 17 clusters Score -4.16678e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 13235 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 18988 members 
Mstep: Class 6 contains 72159 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 10 contains 17727 members 
Mstep: Class 12 contains 4092 members 
Mstep: Class 13 contains 174246 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 16 contains 17411 members 
Mstep: Class 17 contains 3851 members 
Mstep: Class 18 contains 8578 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 24035 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 20143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669076.000000 Penalty: 33445.070312
Iteration 15Q: 17 clusters Score -4.166908e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 13868 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 18723 members 
Mstep: Class 6 contains 68615 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 10 contains 17781 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 177188 members 
Mstep: Class 14 contains 1954 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 17 contains 3678 members 
Mstep: Class 18 contains 8517 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 23533 members 
Mstep: Class 22 contains 3367 members 
Mstep: Class 23 contains 20655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669908.000000 Penalty: 33445.070312
Iteration 16Q: 17 clusters Score -4.166991e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 14573 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 18560 members 
Mstep: Class 6 contains 65600 members 
Mstep: Class 7 contains 4777 members 
Mstep: Class 10 contains 17795 members 
Mstep: Class 12 contains 4370 members 
Mstep: Class 13 contains 179190 members 
Mstep: Class 14 contains 1965 members 
Mstep: Class 16 contains 18055 members 
Mstep: Class 17 contains 3513 members 
Mstep: Class 18 contains 8444 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 23253 members 
Mstep: Class 22 contains 3376 members 
Mstep: Class 23 contains 21076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670520.000000 Penalty: 33445.070312
Iteration 17Q: 17 clusters Score -4.167052e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 15181 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 18437 members 
Mstep: Class 6 contains 63004 members 
Mstep: Class 7 contains 4848 members 
Mstep: Class 10 contains 17799 members 
Mstep: Class 12 contains 4553 members 
Mstep: Class 13 contains 180683 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 16 contains 18413 members 
Mstep: Class 17 contains 3334 members 
Mstep: Class 18 contains 8390 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 23100 members 
Mstep: Class 22 contains 3385 members 
Mstep: Class 23 contains 21460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670660.000000 Penalty: 33445.070312
Iteration 18Q: 17 clusters Score -4.167066e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 15652 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 18388 members 
Mstep: Class 6 contains 60691 members 
Mstep: Class 7 contains 4930 members 
Mstep: Class 10 contains 17771 members 
Mstep: Class 12 contains 4732 members 
Mstep: Class 13 contains 181896 members 
Mstep: Class 14 contains 2017 members 
Mstep: Class 16 contains 18779 members 
Mstep: Class 17 contains 3154 members 
Mstep: Class 18 contains 8318 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 23049 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 21843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41671424.000000 Penalty: 33445.070312
Iteration 19Q: 17 clusters Score -4.167142e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 16022 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 18379 members 
Mstep: Class 6 contains 58575 members 
Mstep: Class 7 contains 4991 members 
Mstep: Class 10 contains 17770 members 
Mstep: Class 12 contains 4953 members 
Mstep: Class 13 contains 182879 members 
Mstep: Class 14 contains 2030 members 
Mstep: Class 16 contains 19131 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 8252 members 
Mstep: Class 20 contains 948 members 
Mstep: Class 21 contains 23046 members 
Mstep: Class 22 contains 3363 members 
Mstep: Class 23 contains 22224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41671968.000000 Penalty: 33445.070312
Iteration 20F: 17 clusters Score -4.167197e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 16432 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 18425 members 
Mstep: Class 6 contains 56651 members 
Mstep: Class 7 contains 5070 members 
Mstep: Class 10 contains 17713 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 183545 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 16 contains 19460 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 20 contains 941 members 
Mstep: Class 21 contains 23073 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 22593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41672432.000000 Penalty: 33445.070312
Iteration 21Q: 17 clusters Score -4.167243e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 16780 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 54829 members 
Mstep: Class 7 contains 5155 members 
Mstep: Class 10 contains 17658 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 184159 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 16 contains 19763 members 
Mstep: Class 17 contains 2733 members 
Mstep: Class 18 contains 8085 members 
Mstep: Class 20 contains 939 members 
Mstep: Class 21 contains 23113 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 22950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673020.000000 Penalty: 33445.070312
Iteration 22Q: 17 clusters Score -4.167302e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 17107 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 18520 members 
Mstep: Class 6 contains 53077 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 10 contains 17607 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 184678 members 
Mstep: Class 14 contains 2085 members 
Mstep: Class 16 contains 20013 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 7998 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 23224 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 23318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673220.000000 Penalty: 33445.070312
Iteration 23Q: 17 clusters Score -4.167322e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 17398 members 
Mstep: Class 4 contains 410 members 
Mstep: Class 5 contains 18555 members 
Mstep: Class 6 contains 51297 members 
Mstep: Class 7 contains 5284 members 
Mstep: Class 10 contains 17565 members 
Mstep: Class 12 contains 6158 members 
Mstep: Class 13 contains 185208 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 16 contains 20217 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 7916 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 23346 members 
Mstep: Class 22 contains 3291 members 
Mstep: Class 23 contains 23758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673700.000000 Penalty: 33445.070312
Iteration 24Q: 17 clusters Score -4.16737e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 17612 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 18608 members 
Mstep: Class 6 contains 49501 members 
Mstep: Class 7 contains 5381 members 
Mstep: Class 10 contains 17533 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 185761 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 16 contains 20404 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 18 contains 7818 members 
Mstep: Class 20 contains 930 members 
Mstep: Class 21 contains 23453 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 24243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673980.000000 Penalty: 33445.070312
Iteration 25Q: 17 clusters Score -4.167398e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 17827 members 
Mstep: Class 4 contains 421 members 
Mstep: Class 5 contains 18656 members 
Mstep: Class 6 contains 47770 members 
Mstep: Class 7 contains 5466 members 
Mstep: Class 10 contains 17498 members 
Mstep: Class 12 contains 6870 members 
Mstep: Class 13 contains 186201 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 16 contains 20572 members 
Mstep: Class 17 contains 2265 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 21 contains 23608 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 24740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674340.000000 Penalty: 33445.070312
Iteration 26Q: 17 clusters Score -4.167434e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18013 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 18681 members 
Mstep: Class 6 contains 46127 members 
Mstep: Class 7 contains 5571 members 
Mstep: Class 10 contains 17466 members 
Mstep: Class 12 contains 7209 members 
Mstep: Class 13 contains 186629 members 
Mstep: Class 14 contains 2095 members 
Mstep: Class 16 contains 20733 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 23746 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 25235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674752.000000 Penalty: 33445.070312
Iteration 27Q: 17 clusters Score -4.167475e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18148 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 18701 members 
Mstep: Class 6 contains 44440 members 
Mstep: Class 7 contains 5690 members 
Mstep: Class 10 contains 17410 members 
Mstep: Class 12 contains 7587 members 
Mstep: Class 13 contains 187133 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 16 contains 20858 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 7551 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 21 contains 23880 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 25763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41675328.000000 Penalty: 33445.070312
Iteration 28Q: 17 clusters Score -4.167533e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18269 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 18719 members 
Mstep: Class 6 contains 42709 members 
Mstep: Class 7 contains 5824 members 
Mstep: Class 10 contains 17334 members 
Mstep: Class 12 contains 7993 members 
Mstep: Class 13 contains 187642 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 16 contains 20965 members 
Mstep: Class 17 contains 1957 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 24026 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 26343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41675884.000000 Penalty: 33445.070312
Iteration 29Q: 17 clusters Score -4.167588e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18373 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 18725 members 
Mstep: Class 6 contains 40966 members 
Mstep: Class 7 contains 5945 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 12 contains 8381 members 
Mstep: Class 13 contains 188110 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 16 contains 21063 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 7344 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 21 contains 24166 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 27006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41676232.000000 Penalty: 33445.070312
Iteration 30Q: 17 clusters Score -4.167623e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18464 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 18748 members 
Mstep: Class 6 contains 39196 members 
Mstep: Class 7 contains 6047 members 
Mstep: Class 10 contains 17173 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 188542 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 16 contains 21163 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 24303 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 27762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41677036.000000 Penalty: 33445.070312
Iteration 31Q: 17 clusters Score -4.167704e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18537 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 18764 members 
Mstep: Class 6 contains 37377 members 
Mstep: Class 7 contains 6197 members 
Mstep: Class 10 contains 17075 members 
Mstep: Class 12 contains 9100 members 
Mstep: Class 13 contains 189025 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 16 contains 21245 members 
Mstep: Class 17 contains 1744 members 
Mstep: Class 18 contains 7171 members 
Mstep: Class 20 contains 924 members 
Mstep: Class 21 contains 24413 members 
Mstep: Class 22 contains 3254 members 
Mstep: Class 23 contains 28576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41677544.000000 Penalty: 33445.070312
Iteration 32Q: 17 clusters Score -4.167754e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18614 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 18807 members 
Mstep: Class 6 contains 35552 members 
Mstep: Class 7 contains 6332 members 
Mstep: Class 10 contains 16947 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 189484 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 16 contains 21315 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 7099 members 
Mstep: Class 20 contains 919 members 
Mstep: Class 21 contains 24517 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 29450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41678104.000000 Penalty: 33445.070312
Iteration 33Q: 17 clusters Score -4.16781e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18695 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 18840 members 
Mstep: Class 6 contains 33737 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 10 contains 16831 members 
Mstep: Class 12 contains 9750 members 
Mstep: Class 13 contains 189883 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 16 contains 21365 members 
Mstep: Class 17 contains 1637 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 20 contains 915 members 
Mstep: Class 21 contains 24586 members 
Mstep: Class 22 contains 3240 members 
Mstep: Class 23 contains 30393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41678680.000000 Penalty: 33445.070312
Iteration 34Q: 17 clusters Score -4.167868e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18766 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 18871 members 
Mstep: Class 6 contains 31954 members 
Mstep: Class 7 contains 6654 members 
Mstep: Class 10 contains 16725 members 
Mstep: Class 12 contains 10000 members 
Mstep: Class 13 contains 190263 members 
Mstep: Class 14 contains 2118 members 
Mstep: Class 16 contains 21400 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 6951 members 
Mstep: Class 20 contains 915 members 
Mstep: Class 21 contains 24653 members 
Mstep: Class 22 contains 3239 members 
Mstep: Class 23 contains 31413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41679544.000000 Penalty: 33445.070312
Iteration 35Q: 17 clusters Score -4.167954e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18807 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 18894 members 
Mstep: Class 6 contains 30214 members 
Mstep: Class 7 contains 6844 members 
Mstep: Class 10 contains 16610 members 
Mstep: Class 12 contains 10211 members 
Mstep: Class 13 contains 190589 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 16 contains 21434 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 6868 members 
Mstep: Class 20 contains 909 members 
Mstep: Class 21 contains 24697 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 32518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41680364.000000 Penalty: 33445.070312
Iteration 36Q: 17 clusters Score -4.168036e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18824 members 
Mstep: Class 4 contains 431 members 
Mstep: Class 5 contains 18906 members 
Mstep: Class 6 contains 28595 members 
Mstep: Class 7 contains 7026 members 
Mstep: Class 10 contains 16481 members 
Mstep: Class 12 contains 10363 members 
Mstep: Class 13 contains 190851 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 16 contains 21484 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 6759 members 
Mstep: Class 20 contains 912 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 3241 members 
Mstep: Class 23 contains 33655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41681068.000000 Penalty: 33445.070312
Iteration 37Q: 17 clusters Score -4.168107e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18819 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 18921 members 
Mstep: Class 6 contains 27170 members 
Mstep: Class 7 contains 7231 members 
Mstep: Class 10 contains 16361 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 190972 members 
Mstep: Class 14 contains 2145 members 
Mstep: Class 16 contains 21527 members 
Mstep: Class 17 contains 1515 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 20 contains 911 members 
Mstep: Class 21 contains 24799 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 34755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41681576.000000 Penalty: 33445.070312
Iteration 38Q: 17 clusters Score -4.168158e+07 nChanged 2802
Entering ConstructFrom: 
Score: -41681576.000000 Penalty: 33445.070312
Entering ConstructFrom: 
Trying to split cluster 2 (18822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Entering Unmasked Estep 
Score: -2106195.750000 Penalty: 1599.452026
	Iteration 0F: 2 clusters Score -2106196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2093287.250000 Penalty: 3198.904053
	Iteration 0F: 3 clusters Score -2093287 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2098150.750000 Penalty: 3198.904053
	Iteration 1F: 3 clusters Score -2098151 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2098614.500000 Penalty: 3198.904053
	Iteration 2F: 3 clusters Score -2098614 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2099093.500000 Penalty: 3198.904053
	Iteration 3F: 3 clusters Score -2099094 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2099639.250000 Penalty: 3198.904053
	Iteration 4F: 3 clusters Score -2099639 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2100305.750000 Penalty: 3198.904053
	Iteration 5F: 3 clusters Score -2100306 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2101159.750000 Penalty: 3198.904053
	Iteration 6F: 3 clusters Score -2101160 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2102302.250000 Penalty: 3198.904053
	Iteration 7F: 3 clusters Score -2102302 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2103521.000000 Penalty: 3198.904053
	Iteration 8F: 3 clusters Score -2103521 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2104394.000000 Penalty: 3198.904053
	Iteration 9F: 3 clusters Score -2104394 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2104879.250000 Penalty: 3198.904053
	Iteration 10Q: 3 clusters Score -2104879 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2105161.250000 Penalty: 3198.904053
	Iteration 11Q: 3 clusters Score -2105161 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2105358.250000 Penalty: 3198.904053
	Iteration 12Q: 3 clusters Score -2105358 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2105536.500000 Penalty: 3198.904053
	Iteration 13Q: 3 clusters Score -2105536 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2105699.000000 Penalty: 3198.904053
	Iteration 14Q: 3 clusters Score -2105699 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2105866.750000 Penalty: 3198.904053
	Iteration 15Q: 3 clusters Score -2105867 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2106042.500000 Penalty: 3198.904053
	Iteration 16Q: 3 clusters Score -2106042 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2106216.750000 Penalty: 3198.904053
	Iteration 17Q: 3 clusters Score -2106217 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2106325.750000 Penalty: 3198.904053
	Iteration 18Q: 3 clusters Score -2106326 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2106378.000000 Penalty: 3198.904053
	Iteration 19Q: 3 clusters Score -2106378 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2106419.500000 Penalty: 3198.904053
	Iteration 20F: 3 clusters Score -2106420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2106436.000000 Penalty: 3198.904053
	Iteration 21Q: 3 clusters Score -2106436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2106447.500000 Penalty: 3198.904053
	Iteration 22Q: 3 clusters Score -2106448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2106453.250000 Penalty: 3198.904053
	Iteration 23Q: 3 clusters Score -2106453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2106460.250000 Penalty: 3198.904053
	Iteration 24Q: 3 clusters Score -2106460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2106464.500000 Penalty: 3198.904053
	Iteration 25Q: 3 clusters Score -2106464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2106463.250000 Penalty: 3198.904053
	Iteration 26Q: 3 clusters Score -2106463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2106467.000000 Penalty: 3198.904053
	Iteration 27Q: 3 clusters Score -2106467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2106469.500000 Penalty: 3198.904053
	Iteration 28Q: 3 clusters Score -2106470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2106468.500000 Penalty: 3198.904053
	Iteration 29Q: 3 clusters Score -2106468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2106477.250000 Penalty: 3198.904053
	Iteration 30Q: 3 clusters Score -2106477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2106474.250000 Penalty: 3198.904053
	Iteration 31Q: 3 clusters Score -2106474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2106473.250000 Penalty: 3198.904053
	Iteration 32Q: 3 clusters Score -2106473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2106474.500000 Penalty: 3198.904053
	Iteration 33Q: 3 clusters Score -2106474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2106477.500000 Penalty: 3198.904053
	Iteration 34Q: 3 clusters Score -2106478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2106480.000000 Penalty: 3198.904053
	Iteration 35Q: 3 clusters Score -2106480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2106479.750000 Penalty: 3198.904053
	Iteration 36Q: 3 clusters Score -2106480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2106482.500000 Penalty: 3198.904053
	Iteration 37Q: 3 clusters Score -2106482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2106479.500000 Penalty: 3198.904053
	Iteration 38Q: 3 clusters Score -2106480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2106479.500000 Penalty: 3198.904053
	Iteration 39Q: 3 clusters Score -2106480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2106483.000000 Penalty: 3198.904053
	Iteration 40F: 3 clusters Score -2106483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2106482.750000 Penalty: 3198.904053
	Iteration 41Q: 3 clusters Score -2106483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2106482.750000 Penalty: 3198.904053
	Iteration 42F: 3 clusters Score -2106483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 5142 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 18935 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 7431 members 
Mstep: Class 10 contains 16239 members 
Mstep: Class 12 contains 10600 members 
Mstep: Class 13 contains 191082 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 16 contains 21556 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 6556 members 
Mstep: Class 20 contains 915 members 
Mstep: Class 21 contains 24832 members 
Mstep: Class 22 contains 3234 members 
Mstep: Class 23 contains 35716 members 
Entering Unmasked Estep 
Score: -41681556.000000 Penalty: 35535.390625
Splitting cluster 2 changes total score from -41681576.000000 to -41681556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -37616.468750 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -37616.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36683.468750 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -36683.47 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36889.609375 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -36889.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36943.355469 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -36943.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36965.582031 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -36965.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36969.359375 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -36969.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36975.597656 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -36975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36977.460938 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -36977.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36978.562500 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -36978.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36979.250000 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -36979.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36979.914062 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -36979.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36984.464844 Penalty: 1970.730103
	Iteration 10Q: 3 clusters Score -36984.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36986.261719 Penalty: 1970.730103
	Iteration 11Q: 3 clusters Score -36986.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36986.851562 Penalty: 1970.730103
	Iteration 12Q: 3 clusters Score -36986.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36986.851562 Penalty: 1970.730103
	Iteration 13F: 3 clusters Score -36986.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Entering Unmasked Estep 
Score: -2114516.250000 Penalty: 1600.424683
	Iteration 0F: 2 clusters Score -2114516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2101539.500000 Penalty: 3200.849365
	Iteration 0F: 3 clusters Score -2101540 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2106084.500000 Penalty: 3200.849365
	Iteration 1F: 3 clusters Score -2106084 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2106398.000000 Penalty: 3200.849365
	Iteration 2Q: 3 clusters Score -2106398 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2106732.000000 Penalty: 3200.849365
	Iteration 3Q: 3 clusters Score -2106732 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2107157.500000 Penalty: 3200.849365
	Iteration 4Q: 3 clusters Score -2107158 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2107810.750000 Penalty: 3200.849365
	Iteration 5F: 3 clusters Score -2107811 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2108922.250000 Penalty: 3200.849365
	Iteration 6F: 3 clusters Score -2108922 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2110312.000000 Penalty: 3200.849365
	Iteration 7F: 3 clusters Score -2110312 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2111767.250000 Penalty: 3200.849365
	Iteration 8F: 3 clusters Score -2111767 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2112873.000000 Penalty: 3200.849365
	Iteration 9F: 3 clusters Score -2112873 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2113526.250000 Penalty: 3200.849365
	Iteration 10Q: 3 clusters Score -2113526 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2113892.000000 Penalty: 3200.849365
	Iteration 11Q: 3 clusters Score -2113892 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2114140.250000 Penalty: 3200.849365
	Iteration 12Q: 3 clusters Score -2114140 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2114451.750000 Penalty: 3200.849365
	Iteration 13Q: 3 clusters Score -2114452 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2115048.000000 Penalty: 3200.849365
	Iteration 14Q: 3 clusters Score -2115048 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2115751.250000 Penalty: 3200.849365
	Iteration 15Q: 3 clusters Score -2115751 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2115880.250000 Penalty: 3200.849365
	Iteration 16Q: 3 clusters Score -2115880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2115910.000000 Penalty: 3200.849365
	Iteration 17Q: 3 clusters Score -2115910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2115925.750000 Penalty: 3200.849365
	Iteration 18Q: 3 clusters Score -2115926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2115931.250000 Penalty: 3200.849365
	Iteration 19Q: 3 clusters Score -2115931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2115935.000000 Penalty: 3200.849365
	Iteration 20F: 3 clusters Score -2115935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2115939.750000 Penalty: 3200.849365
	Iteration 21Q: 3 clusters Score -2115940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2115941.500000 Penalty: 3200.849365
	Iteration 22Q: 3 clusters Score -2115942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2115942.750000 Penalty: 3200.849365
	Iteration 23Q: 3 clusters Score -2115943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2115941.250000 Penalty: 3200.849365
	Iteration 24Q: 3 clusters Score -2115941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2115941.250000 Penalty: 3200.849365
	Iteration 25F: 3 clusters Score -2115941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 2597 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 7431 members 
Mstep: Class 10 contains 16239 members 
Mstep: Class 12 contains 10600 members 
Mstep: Class 13 contains 191082 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 16 contains 21556 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 6556 members 
Mstep: Class 20 contains 915 members 
Mstep: Class 21 contains 24832 members 
Mstep: Class 22 contains 3234 members 
Mstep: Class 23 contains 35716 members 
Entering Unmasked Estep 
Score: -41682732.000000 Penalty: 35535.390625
Splitting cluster 5 changes total score from -41681576.000000 to -41682732.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (25937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Entering Unmasked Estep 
Score: -2913889.500000 Penalty: 1651.556641
	Iteration 0F: 2 clusters Score -2913890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2896262.250000 Penalty: 3303.113281
	Iteration 0F: 3 clusters Score -2896262 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2902905.000000 Penalty: 3303.113281
	Iteration 1F: 3 clusters Score -2902905 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2903341.500000 Penalty: 3303.113281
	Iteration 2Q: 3 clusters Score -2903342 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2903785.250000 Penalty: 3303.113281
	Iteration 3Q: 3 clusters Score -2903785 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2904335.250000 Penalty: 3303.113281
	Iteration 4Q: 3 clusters Score -2904335 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2905006.000000 Penalty: 3303.113281
	Iteration 5F: 3 clusters Score -2905006 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2905926.500000 Penalty: 3303.113281
	Iteration 6F: 3 clusters Score -2905926 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2907024.500000 Penalty: 3303.113281
	Iteration 7F: 3 clusters Score -2907024 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2908157.250000 Penalty: 3303.113281
	Iteration 8F: 3 clusters Score -2908157 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2909164.250000 Penalty: 3303.113281
	Iteration 9Q: 3 clusters Score -2909164 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2909958.500000 Penalty: 3303.113281
	Iteration 10Q: 3 clusters Score -2909958 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2910518.000000 Penalty: 3303.113281
	Iteration 11Q: 3 clusters Score -2910518 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2910925.000000 Penalty: 3303.113281
	Iteration 12Q: 3 clusters Score -2910925 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2911197.500000 Penalty: 3303.113281
	Iteration 13Q: 3 clusters Score -2911198 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2911421.500000 Penalty: 3303.113281
	Iteration 14Q: 3 clusters Score -2911422 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2911591.750000 Penalty: 3303.113281
	Iteration 15Q: 3 clusters Score -2911592 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2911744.250000 Penalty: 3303.113281
	Iteration 16Q: 3 clusters Score -2911744 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2911908.500000 Penalty: 3303.113281
	Iteration 17Q: 3 clusters Score -2911908 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2912050.250000 Penalty: 3303.113281
	Iteration 18Q: 3 clusters Score -2912050 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2912164.500000 Penalty: 3303.113281
	Iteration 19Q: 3 clusters Score -2912164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -2912255.000000 Penalty: 3303.113281
	Iteration 20F: 3 clusters Score -2912255 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -2912326.000000 Penalty: 3303.113281
	Iteration 21Q: 3 clusters Score -2912326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2912361.250000 Penalty: 3303.113281
	Iteration 22Q: 3 clusters Score -2912361 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -2912399.250000 Penalty: 3303.113281
	Iteration 23Q: 3 clusters Score -2912399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -2912428.000000 Penalty: 3303.113281
	Iteration 24Q: 3 clusters Score -2912428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2912447.750000 Penalty: 3303.113281
	Iteration 25Q: 3 clusters Score -2912448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -2912478.250000 Penalty: 3303.113281
	Iteration 26Q: 3 clusters Score -2912478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -2912498.000000 Penalty: 3303.113281
	Iteration 27Q: 3 clusters Score -2912498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -2912514.500000 Penalty: 3303.113281
	Iteration 28Q: 3 clusters Score -2912514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -2912532.000000 Penalty: 3303.113281
	Iteration 29Q: 3 clusters Score -2912532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2912543.750000 Penalty: 3303.113281
	Iteration 30Q: 3 clusters Score -2912544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -2912553.250000 Penalty: 3303.113281
	Iteration 31Q: 3 clusters Score -2912553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -2912558.250000 Penalty: 3303.113281
	Iteration 32Q: 3 clusters Score -2912558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2912567.000000 Penalty: 3303.113281
	Iteration 33Q: 3 clusters Score -2912567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2912570.000000 Penalty: 3303.113281
	Iteration 34Q: 3 clusters Score -2912570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -2912584.750000 Penalty: 3303.113281
	Iteration 35Q: 3 clusters Score -2912585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -2912584.500000 Penalty: 3303.113281
	Iteration 36Q: 3 clusters Score -2912584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -2912595.250000 Penalty: 3303.113281
	Iteration 37Q: 3 clusters Score -2912595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2912602.500000 Penalty: 3303.113281
	Iteration 38Q: 3 clusters Score -2912602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -2912599.500000 Penalty: 3303.113281
	Iteration 39Q: 3 clusters Score -2912600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -2912601.750000 Penalty: 3303.113281
	Iteration 40F: 3 clusters Score -2912602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2912600.750000 Penalty: 3303.113281
	Iteration 41Q: 3 clusters Score -2912601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2912599.500000 Penalty: 3303.113281
	Iteration 42Q: 3 clusters Score -2912600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -2912602.750000 Penalty: 3303.113281
	Iteration 43Q: 3 clusters Score -2912603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2912605.000000 Penalty: 3303.113281
	Iteration 44Q: 3 clusters Score -2912605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -2912604.250000 Penalty: 3303.113281
	Iteration 45Q: 3 clusters Score -2912604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2912603.250000 Penalty: 3303.113281
	Iteration 46Q: 3 clusters Score -2912603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2912608.250000 Penalty: 3303.113281
	Iteration 47Q: 3 clusters Score -2912608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2912606.750000 Penalty: 3303.113281
	Iteration 48Q: 3 clusters Score -2912607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2912606.750000 Penalty: 3303.113281
	Iteration 49F: 3 clusters Score -2912607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Entering Unmasked Estep 
Score: -792163.312500 Penalty: 1448.430054
	Iteration 0F: 2 clusters Score -792163.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -786641.937500 Penalty: 2896.860107
	Iteration 0F: 3 clusters Score -786641.9 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -788388.437500 Penalty: 2896.860107
	Iteration 1F: 3 clusters Score -788388.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -788599.812500 Penalty: 2896.860107
	Iteration 2F: 3 clusters Score -788599.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -788805.062500 Penalty: 2896.860107
	Iteration 3F: 3 clusters Score -788805.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -789054.937500 Penalty: 2896.860107
	Iteration 4F: 3 clusters Score -789054.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -789315.437500 Penalty: 2896.860107
	Iteration 5F: 3 clusters Score -789315.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -789569.562500 Penalty: 2896.860107
	Iteration 6F: 3 clusters Score -789569.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -789781.312500 Penalty: 2896.860107
	Iteration 7Q: 3 clusters Score -789781.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -789983.937500 Penalty: 2896.860107
	Iteration 8Q: 3 clusters Score -789983.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -790168.875000 Penalty: 2896.860107
	Iteration 9Q: 3 clusters Score -790168.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -790302.312500 Penalty: 2896.860107
	Iteration 10Q: 3 clusters Score -790302.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -790424.250000 Penalty: 2896.860107
	Iteration 11Q: 3 clusters Score -790424.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -790512.312500 Penalty: 2896.860107
	Iteration 12Q: 3 clusters Score -790512.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -790572.437500 Penalty: 2896.860107
	Iteration 13Q: 3 clusters Score -790572.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -790633.500000 Penalty: 2896.860107
	Iteration 14Q: 3 clusters Score -790633.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -790684.000000 Penalty: 2896.860107
	Iteration 15Q: 3 clusters Score -790684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -790728.437500 Penalty: 2896.860107
	Iteration 16Q: 3 clusters Score -790728.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -790766.625000 Penalty: 2896.860107
	Iteration 17Q: 3 clusters Score -790766.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -790795.312500 Penalty: 2896.860107
	Iteration 18Q: 3 clusters Score -790795.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -790833.750000 Penalty: 2896.860107
	Iteration 19Q: 3 clusters Score -790833.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -790879.875000 Penalty: 2896.860107
	Iteration 20F: 3 clusters Score -790879.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -790908.937500 Penalty: 2896.860107
	Iteration 21Q: 3 clusters Score -790908.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -790930.375000 Penalty: 2896.860107
	Iteration 22Q: 3 clusters Score -790930.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -790944.687500 Penalty: 2896.860107
	Iteration 23Q: 3 clusters Score -790944.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -790951.437500 Penalty: 2896.860107
	Iteration 24Q: 3 clusters Score -790951.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -790956.562500 Penalty: 2896.860107
	Iteration 25Q: 3 clusters Score -790956.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -790960.312500 Penalty: 2896.860107
	Iteration 26Q: 3 clusters Score -790960.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -790970.250000 Penalty: 2896.860107
	Iteration 27Q: 3 clusters Score -790970.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -790974.875000 Penalty: 2896.860107
	Iteration 28Q: 3 clusters Score -790974.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -790985.625000 Penalty: 2896.860107
	Iteration 29Q: 3 clusters Score -790985.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -790989.750000 Penalty: 2896.860107
	Iteration 30Q: 3 clusters Score -790989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -790997.500000 Penalty: 2896.860107
	Iteration 31Q: 3 clusters Score -790997.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -790997.125000 Penalty: 2896.860107
	Iteration 32Q: 3 clusters Score -790997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -790997.375000 Penalty: 2896.860107
	Iteration 33Q: 3 clusters Score -790997.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -790999.687500 Penalty: 2896.860107
	Iteration 34Q: 3 clusters Score -790999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -790999.750000 Penalty: 2896.860107
	Iteration 35Q: 3 clusters Score -790999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -791001.000000 Penalty: 2896.860107
	Iteration 36Q: 3 clusters Score -791001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -791000.625000 Penalty: 2896.860107
	Iteration 37Q: 3 clusters Score -791000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -791001.125000 Penalty: 2896.860107
	Iteration 38Q: 3 clusters Score -791001.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -791001.125000 Penalty: 2896.860107
	Iteration 39F: 3 clusters Score -791001.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Entering Unmasked Estep 
Score: -1723839.000000 Penalty: 1575.465332
	Iteration 0F: 2 clusters Score -1723839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1712651.250000 Penalty: 3150.930664
	Iteration 0F: 3 clusters Score -1712651 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1717266.750000 Penalty: 3150.930664
	Iteration 1F: 3 clusters Score -1717267 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1718352.750000 Penalty: 3150.930664
	Iteration 2F: 3 clusters Score -1718353 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1719554.375000 Penalty: 3150.930664
	Iteration 3F: 3 clusters Score -1719554 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1720618.875000 Penalty: 3150.930664
	Iteration 4F: 3 clusters Score -1720619 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1721464.125000 Penalty: 3150.930664
	Iteration 5F: 3 clusters Score -1721464 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1722003.000000 Penalty: 3150.930664
	Iteration 6F: 3 clusters Score -1722003 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1722312.250000 Penalty: 3150.930664
	Iteration 7Q: 3 clusters Score -1722312 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1722520.750000 Penalty: 3150.930664
	Iteration 8Q: 3 clusters Score -1722521 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1722692.500000 Penalty: 3150.930664
	Iteration 9Q: 3 clusters Score -1722692 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1722879.000000 Penalty: 3150.930664
	Iteration 10Q: 3 clusters Score -1722879 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1723133.250000 Penalty: 3150.930664
	Iteration 11Q: 3 clusters Score -1723133 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1723398.250000 Penalty: 3150.930664
	Iteration 12Q: 3 clusters Score -1723398 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1723608.375000 Penalty: 3150.930664
	Iteration 13Q: 3 clusters Score -1723608 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1723782.875000 Penalty: 3150.930664
	Iteration 14Q: 3 clusters Score -1723783 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1724008.250000 Penalty: 3150.930664
	Iteration 15Q: 3 clusters Score -1724008 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1724401.500000 Penalty: 3150.930664
	Iteration 16Q: 3 clusters Score -1724402 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1724879.375000 Penalty: 3150.930664
	Iteration 17Q: 3 clusters Score -1724879 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1725177.250000 Penalty: 3150.930664
	Iteration 18Q: 3 clusters Score -1725177 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1725312.375000 Penalty: 3150.930664
	Iteration 19Q: 3 clusters Score -1725312 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1725363.750000 Penalty: 3150.930664
	Iteration 20F: 3 clusters Score -1725364 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1725389.500000 Penalty: 3150.930664
	Iteration 21Q: 3 clusters Score -1725390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1725409.875000 Penalty: 3150.930664
	Iteration 22Q: 3 clusters Score -1725410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1725425.375000 Penalty: 3150.930664
	Iteration 23Q: 3 clusters Score -1725425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1725429.875000 Penalty: 3150.930664
	Iteration 24Q: 3 clusters Score -1725430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1725441.875000 Penalty: 3150.930664
	Iteration 25Q: 3 clusters Score -1725442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1725449.875000 Penalty: 3150.930664
	Iteration 26Q: 3 clusters Score -1725450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1725449.250000 Penalty: 3150.930664
	Iteration 27Q: 3 clusters Score -1725449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1725446.625000 Penalty: 3150.930664
	Iteration 28Q: 3 clusters Score -1725447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1725451.500000 Penalty: 3150.930664
	Iteration 29Q: 3 clusters Score -1725452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1725454.625000 Penalty: 3150.930664
	Iteration 30Q: 3 clusters Score -1725455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1725452.500000 Penalty: 3150.930664
	Iteration 31Q: 3 clusters Score -1725452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1725452.000000 Penalty: 3150.930664
	Iteration 32Q: 3 clusters Score -1725452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1725450.625000 Penalty: 3150.930664
	Iteration 33Q: 3 clusters Score -1725451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1725451.125000 Penalty: 3150.930664
	Iteration 34Q: 3 clusters Score -1725451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1725452.125000 Penalty: 3150.930664
	Iteration 35Q: 3 clusters Score -1725452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1725451.625000 Penalty: 3150.930664
	Iteration 36Q: 3 clusters Score -1725452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1725453.500000 Penalty: 3150.930664
	Iteration 37Q: 3 clusters Score -1725454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1725453.375000 Penalty: 3150.930664
	Iteration 38Q: 3 clusters Score -1725453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1725454.250000 Penalty: 3150.930664
	Iteration 39Q: 3 clusters Score -1725454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1725455.375000 Penalty: 3150.930664
	Iteration 40F: 3 clusters Score -1725455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1725461.750000 Penalty: 3150.930664
	Iteration 41Q: 3 clusters Score -1725462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1725457.000000 Penalty: 3150.930664
	Iteration 42Q: 3 clusters Score -1725457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1725457.375000 Penalty: 3150.930664
	Iteration 43Q: 3 clusters Score -1725457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1725456.250000 Penalty: 3150.930664
	Iteration 44Q: 3 clusters Score -1725456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1725458.250000 Penalty: 3150.930664
	Iteration 45Q: 3 clusters Score -1725458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1725458.250000 Penalty: 3150.930664
	Iteration 46F: 3 clusters Score -1725458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 3 contains 7745 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 2597 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 7431 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 12 contains 10600 members 
Mstep: Class 13 contains 191082 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 16 contains 21556 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 6556 members 
Mstep: Class 20 contains 915 members 
Mstep: Class 21 contains 24832 members 
Mstep: Class 22 contains 3234 members 
Mstep: Class 23 contains 35716 members 
Entering Unmasked Estep 
Score: -41684068.000000 Penalty: 37625.707031
Splitting cluster 10 changes total score from -41681576.000000 to -41684068.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 12 (10600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Entering Unmasked Estep 
Score: -1197434.250000 Penalty: 1506.148926
	Iteration 0F: 2 clusters Score -1197434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1189892.875000 Penalty: 3012.297852
	Iteration 0F: 3 clusters Score -1189893 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1192216.875000 Penalty: 3012.297852
	Iteration 1F: 3 clusters Score -1192217 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1192481.875000 Penalty: 3012.297852
	Iteration 2F: 3 clusters Score -1192482 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1192696.000000 Penalty: 3012.297852
	Iteration 3Q: 3 clusters Score -1192696 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1192915.875000 Penalty: 3012.297852
	Iteration 4Q: 3 clusters Score -1192916 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1193101.375000 Penalty: 3012.297852
	Iteration 5Q: 3 clusters Score -1193101 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1193245.125000 Penalty: 3012.297852
	Iteration 6Q: 3 clusters Score -1193245 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1193369.250000 Penalty: 3012.297852
	Iteration 7Q: 3 clusters Score -1193369 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1193497.875000 Penalty: 3012.297852
	Iteration 8Q: 3 clusters Score -1193498 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1193636.750000 Penalty: 3012.297852
	Iteration 9Q: 3 clusters Score -1193637 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1193795.375000 Penalty: 3012.297852
	Iteration 10Q: 3 clusters Score -1193795 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1193989.250000 Penalty: 3012.297852
	Iteration 11Q: 3 clusters Score -1193989 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1194182.750000 Penalty: 3012.297852
	Iteration 12Q: 3 clusters Score -1194183 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1194332.250000 Penalty: 3012.297852
	Iteration 13Q: 3 clusters Score -1194332 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1194439.250000 Penalty: 3012.297852
	Iteration 14Q: 3 clusters Score -1194439 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1194520.500000 Penalty: 3012.297852
	Iteration 15Q: 3 clusters Score -1194520 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1194578.250000 Penalty: 3012.297852
	Iteration 16Q: 3 clusters Score -1194578 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1194619.750000 Penalty: 3012.297852
	Iteration 17Q: 3 clusters Score -1194620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1194638.625000 Penalty: 3012.297852
	Iteration 18Q: 3 clusters Score -1194639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1194652.125000 Penalty: 3012.297852
	Iteration 19Q: 3 clusters Score -1194652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1194663.875000 Penalty: 3012.297852
	Iteration 20F: 3 clusters Score -1194664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1194670.500000 Penalty: 3012.297852
	Iteration 21Q: 3 clusters Score -1194670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1194688.000000 Penalty: 3012.297852
	Iteration 22Q: 3 clusters Score -1194688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1194697.875000 Penalty: 3012.297852
	Iteration 23Q: 3 clusters Score -1194698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1194707.000000 Penalty: 3012.297852
	Iteration 24Q: 3 clusters Score -1194707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1194709.000000 Penalty: 3012.297852
	Iteration 25Q: 3 clusters Score -1194709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1194711.125000 Penalty: 3012.297852
	Iteration 26Q: 3 clusters Score -1194711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1194712.750000 Penalty: 3012.297852
	Iteration 27Q: 3 clusters Score -1194713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1194716.125000 Penalty: 3012.297852
	Iteration 28Q: 3 clusters Score -1194716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1194719.625000 Penalty: 3012.297852
	Iteration 29Q: 3 clusters Score -1194720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1194720.125000 Penalty: 3012.297852
	Iteration 30Q: 3 clusters Score -1194720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1194722.125000 Penalty: 3012.297852
	Iteration 31Q: 3 clusters Score -1194722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1194721.250000 Penalty: 3012.297852
	Iteration 32Q: 3 clusters Score -1194721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1194724.750000 Penalty: 3012.297852
	Iteration 33Q: 3 clusters Score -1194725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1194722.625000 Penalty: 3012.297852
	Iteration 34Q: 3 clusters Score -1194723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1194724.375000 Penalty: 3012.297852
	Iteration 35Q: 3 clusters Score -1194724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1194727.250000 Penalty: 3012.297852
	Iteration 36Q: 3 clusters Score -1194727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1194728.750000 Penalty: 3012.297852
	Iteration 37Q: 3 clusters Score -1194729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1194729.500000 Penalty: 3012.297852
	Iteration 38Q: 3 clusters Score -1194730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1194730.625000 Penalty: 3012.297852
	Iteration 39Q: 3 clusters Score -1194731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1194731.250000 Penalty: 3012.297852
	Iteration 40F: 3 clusters Score -1194731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1194733.000000 Penalty: 3012.297852
	Iteration 41Q: 3 clusters Score -1194733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1194734.625000 Penalty: 3012.297852
	Iteration 42Q: 3 clusters Score -1194735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1194738.000000 Penalty: 3012.297852
	Iteration 43Q: 3 clusters Score -1194738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1194744.375000 Penalty: 3012.297852
	Iteration 44Q: 3 clusters Score -1194744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1194749.125000 Penalty: 3012.297852
	Iteration 45Q: 3 clusters Score -1194749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1194752.000000 Penalty: 3012.297852
	Iteration 46Q: 3 clusters Score -1194752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1194755.625000 Penalty: 3012.297852
	Iteration 47Q: 3 clusters Score -1194756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1194761.250000 Penalty: 3012.297852
	Iteration 48Q: 3 clusters Score -1194761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1194764.125000 Penalty: 3012.297852
	Iteration 49Q: 3 clusters Score -1194764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1194767.500000 Penalty: 3012.297852
	Iteration 50Q: 3 clusters Score -1194768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1194772.250000 Penalty: 3012.297852
	Iteration 51Q: 3 clusters Score -1194772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1194778.250000 Penalty: 3012.297852
	Iteration 52Q: 3 clusters Score -1194778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1194780.500000 Penalty: 3012.297852
	Iteration 53Q: 3 clusters Score -1194780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1194784.000000 Penalty: 3012.297852
	Iteration 54Q: 3 clusters Score -1194784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1194789.375000 Penalty: 3012.297852
	Iteration 55Q: 3 clusters Score -1194789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1194792.125000 Penalty: 3012.297852
	Iteration 56Q: 3 clusters Score -1194792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1194798.000000 Penalty: 3012.297852
	Iteration 57Q: 3 clusters Score -1194798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1194799.125000 Penalty: 3012.297852
	Iteration 58Q: 3 clusters Score -1194799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1194801.750000 Penalty: 3012.297852
	Iteration 59Q: 3 clusters Score -1194802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1194804.125000 Penalty: 3012.297852
	Iteration 60F: 3 clusters Score -1194804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1194804.500000 Penalty: 3012.297852
	Iteration 61Q: 3 clusters Score -1194804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1194805.875000 Penalty: 3012.297852
	Iteration 62Q: 3 clusters Score -1194806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1194807.500000 Penalty: 3012.297852
	Iteration 63Q: 3 clusters Score -1194808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1194808.500000 Penalty: 3012.297852
	Iteration 64Q: 3 clusters Score -1194808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1194812.000000 Penalty: 3012.297852
	Iteration 65Q: 3 clusters Score -1194812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1194813.125000 Penalty: 3012.297852
	Iteration 66Q: 3 clusters Score -1194813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1194814.875000 Penalty: 3012.297852
	Iteration 67Q: 3 clusters Score -1194815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1194814.500000 Penalty: 3012.297852
	Iteration 68Q: 3 clusters Score -1194814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1194815.875000 Penalty: 3012.297852
	Iteration 69Q: 3 clusters Score -1194816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1194817.375000 Penalty: 3012.297852
	Iteration 70Q: 3 clusters Score -1194817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1194815.875000 Penalty: 3012.297852
	Iteration 71Q: 3 clusters Score -1194816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1194818.375000 Penalty: 3012.297852
	Iteration 72Q: 3 clusters Score -1194818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1194816.875000 Penalty: 3012.297852
	Iteration 73Q: 3 clusters Score -1194817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1194820.750000 Penalty: 3012.297852
	Iteration 74Q: 3 clusters Score -1194821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1194815.500000 Penalty: 3012.297852
	Iteration 75Q: 3 clusters Score -1194816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1194815.250000 Penalty: 3012.297852
	Iteration 76Q: 3 clusters Score -1194815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1194818.375000 Penalty: 3012.297852
	Iteration 77Q: 3 clusters Score -1194818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1194819.125000 Penalty: 3012.297852
	Iteration 78Q: 3 clusters Score -1194819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1194818.875000 Penalty: 3012.297852
	Iteration 79Q: 3 clusters Score -1194819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1194817.375000 Penalty: 3012.297852
	Iteration 80F: 3 clusters Score -1194817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1194817.125000 Penalty: 3012.297852
	Iteration 81Q: 3 clusters Score -1194817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1194820.000000 Penalty: 3012.297852
	Iteration 82Q: 3 clusters Score -1194820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1194819.000000 Penalty: 3012.297852
	Iteration 83Q: 3 clusters Score -1194819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1194819.750000 Penalty: 3012.297852
	Iteration 84Q: 3 clusters Score -1194820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1194824.500000 Penalty: 3012.297852
	Iteration 85Q: 3 clusters Score -1194824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1194823.750000 Penalty: 3012.297852
	Iteration 86Q: 3 clusters Score -1194824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1194823.875000 Penalty: 3012.297852
	Iteration 87Q: 3 clusters Score -1194824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1194827.125000 Penalty: 3012.297852
	Iteration 88Q: 3 clusters Score -1194827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1194827.375000 Penalty: 3012.297852
	Iteration 89Q: 3 clusters Score -1194827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1194830.000000 Penalty: 3012.297852
	Iteration 90Q: 3 clusters Score -1194830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1194830.750000 Penalty: 3012.297852
	Iteration 91Q: 3 clusters Score -1194831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1194830.625000 Penalty: 3012.297852
	Iteration 92Q: 3 clusters Score -1194831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1194830.875000 Penalty: 3012.297852
	Iteration 93Q: 3 clusters Score -1194831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1194829.000000 Penalty: 3012.297852
	Iteration 94Q: 3 clusters Score -1194829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1194829.750000 Penalty: 3012.297852
	Iteration 95Q: 3 clusters Score -1194830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1194829.750000 Penalty: 3012.297852
	Iteration 96Q: 3 clusters Score -1194830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1194829.750000 Penalty: 3012.297852
	Iteration 97F: 3 clusters Score -1194830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (191082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191082 members 
Entering Unmasked Estep 
Score: -20914236.000000 Penalty: 1976.074341
	Iteration 0F: 2 clusters Score -2.091424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95771 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -20805988.000000 Penalty: 3952.148682
	Iteration 0F: 3 clusters Score -2.080599e+07 nChanged 92354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -20860986.000000 Penalty: 3952.148682
	Iteration 1F: 3 clusters Score -2.086099e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104446 members 
Mstep: Class 2 contains 86636 members 
Entering Unmasked Estep 
Score: -20862192.000000 Penalty: 3952.148682
	Iteration 2Q: 3 clusters Score -2.086219e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108412 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -20864024.000000 Penalty: 3952.148682
	Iteration 3Q: 3 clusters Score -2.086402e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 77654 members 
Entering Unmasked Estep 
Score: -20866920.000000 Penalty: 3952.148682
	Iteration 4Q: 3 clusters Score -2.086692e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -20871912.000000 Penalty: 3952.148682
	Iteration 5F: 3 clusters Score -2.087191e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124226 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -20879992.000000 Penalty: 3952.148682
	Iteration 6F: 3 clusters Score -2.087999e+07 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126729 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -20889066.000000 Penalty: 3952.148682
	Iteration 7F: 3 clusters Score -2.088907e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -20894646.000000 Penalty: 3952.148682
	Iteration 8F: 3 clusters Score -2.089465e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124355 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -20896332.000000 Penalty: 3952.148682
	Iteration 9Q: 3 clusters Score -2.089633e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122254 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -20896696.000000 Penalty: 3952.148682
	Iteration 10Q: 3 clusters Score -2.08967e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119992 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -20896610.000000 Penalty: 3952.148682
	Iteration 11Q: 3 clusters Score -2.089661e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117497 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -20896790.000000 Penalty: 3952.148682
	Iteration 12Q: 3 clusters Score -2.089679e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114904 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -20896944.000000 Penalty: 3952.148682
	Iteration 13Q: 3 clusters Score -2.089694e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112179 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -20897088.000000 Penalty: 3952.148682
	Iteration 14Q: 3 clusters Score -2.089709e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109423 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -20897402.000000 Penalty: 3952.148682
	Iteration 15Q: 3 clusters Score -2.08974e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106593 members 
Mstep: Class 2 contains 84489 members 
Entering Unmasked Estep 
Score: -20897408.000000 Penalty: 3952.148682
	Iteration 16Q: 3 clusters Score -2.089741e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -20897570.000000 Penalty: 3952.148682
	Iteration 17Q: 3 clusters Score -2.089757e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 90733 members 
Entering Unmasked Estep 
Score: -20897484.000000 Penalty: 3952.148682
	Iteration 18Q: 3 clusters Score -2.089748e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 95682 members 
Entering Unmasked Estep 
Score: -20896988.000000 Penalty: 3952.148682
	Iteration 19Q: 3 clusters Score -2.089699e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 102511 members 
Entering Unmasked Estep 
Score: -20895912.000000 Penalty: 3952.148682
	Iteration 20F: 3 clusters Score -2.089591e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 110851 members 
Entering Unmasked Estep 
Score: -20894228.000000 Penalty: 3952.148682
	Iteration 21Q: 3 clusters Score -2.089423e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 121526 members 
Entering Unmasked Estep 
Score: -20893302.000000 Penalty: 3952.148682
	Iteration 22F: 3 clusters Score -2.08933e+07 nChanged 12534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 134052 members 
Entering Unmasked Estep 
Score: -20894450.000000 Penalty: 3952.148682
	Iteration 23F: 3 clusters Score -2.089445e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -20896954.000000 Penalty: 3952.148682
	Iteration 24F: 3 clusters Score -2.089695e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 159448 members 
Entering Unmasked Estep 
Score: -20901220.000000 Penalty: 3952.148682
	Iteration 25F: 3 clusters Score -2.090122e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 169979 members 
Entering Unmasked Estep 
Score: -20905352.000000 Penalty: 3952.148682
	Iteration 26F: 3 clusters Score -2.090535e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 177927 members 
Entering Unmasked Estep 
Score: -20907508.000000 Penalty: 3952.148682
	Iteration 27Q: 3 clusters Score -2.090751e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 183354 members 
Entering Unmasked Estep 
Score: -20909314.000000 Penalty: 3952.148682
	Iteration 28Q: 3 clusters Score -2.090931e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 186898 members 
Entering Unmasked Estep 
Score: -20910710.000000 Penalty: 3952.148682
	Iteration 29Q: 3 clusters Score -2.091071e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 188925 members 
Entering Unmasked Estep 
Score: -20911490.000000 Penalty: 3952.148682
	Iteration 30Q: 3 clusters Score -2.091149e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 189965 members 
Entering Unmasked Estep 
Score: -20912004.000000 Penalty: 3952.148682
	Iteration 31Q: 3 clusters Score -2.0912e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 190437 members 
Entering Unmasked Estep 
Score: -20912196.000000 Penalty: 3952.148682
	Iteration 32Q: 3 clusters Score -2.09122e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 190634 members 
Entering Unmasked Estep 
Score: -20912310.000000 Penalty: 3952.148682
	Iteration 33Q: 3 clusters Score -2.091231e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 190723 members 
Entering Unmasked Estep 
Score: -20912366.000000 Penalty: 3952.148682
	Iteration 34Q: 3 clusters Score -2.091237e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 190769 members 
Entering Unmasked Estep 
Score: -20912382.000000 Penalty: 3952.148682
	Iteration 35Q: 3 clusters Score -2.091238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 190792 members 
Entering Unmasked Estep 
Score: -20912392.000000 Penalty: 3952.148682
	Iteration 36Q: 3 clusters Score -2.091239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 190807 members 
Entering Unmasked Estep 
Score: -20912430.000000 Penalty: 3952.148682
	Iteration 37Q: 3 clusters Score -2.091243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 190824 members 
Entering Unmasked Estep 
Score: -20912468.000000 Penalty: 3952.148682
	Iteration 38Q: 3 clusters Score -2.091247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 190830 members 
Entering Unmasked Estep 
Score: -20912476.000000 Penalty: 3952.148682
	Iteration 39Q: 3 clusters Score -2.091248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 190835 members 
Entering Unmasked Estep 
Score: -20912478.000000 Penalty: 3952.148682
	Iteration 40F: 3 clusters Score -2.091248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 190839 members 
Entering Unmasked Estep 
Score: -20912490.000000 Penalty: 3952.148682
	Iteration 41Q: 3 clusters Score -2.091249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 190843 members 
Entering Unmasked Estep 
Score: -20912502.000000 Penalty: 3952.148682
	Iteration 42Q: 3 clusters Score -2.09125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 190845 members 
Entering Unmasked Estep 
Score: -20912504.000000 Penalty: 3952.148682
	Iteration 43Q: 3 clusters Score -2.09125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 190848 members 
Entering Unmasked Estep 
Score: -20912504.000000 Penalty: 3952.148682
	Iteration 44Q: 3 clusters Score -2.09125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 190851 members 
Entering Unmasked Estep 
Score: -20912518.000000 Penalty: 3952.148682
	Iteration 45Q: 3 clusters Score -2.091252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 190851 members 
Entering Unmasked Estep 
Score: -20912518.000000 Penalty: 3952.148682
	Iteration 46F: 3 clusters Score -2.091252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -227624.546875 Penalty: 1246.444702
	Iteration 0F: 2 clusters Score -227624.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -225468.031250 Penalty: 2492.889404
	Iteration 0F: 3 clusters Score -225468 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -225915.890625 Penalty: 2492.889404
	Iteration 1F: 3 clusters Score -225915.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -226017.953125 Penalty: 2492.889404
	Iteration 2F: 3 clusters Score -226018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -226091.890625 Penalty: 2492.889404
	Iteration 3Q: 3 clusters Score -226091.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -226132.453125 Penalty: 2492.889404
	Iteration 4Q: 3 clusters Score -226132.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -226156.484375 Penalty: 2492.889404
	Iteration 5Q: 3 clusters Score -226156.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -226166.750000 Penalty: 2492.889404
	Iteration 6Q: 3 clusters Score -226166.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -226177.656250 Penalty: 2492.889404
	Iteration 7Q: 3 clusters Score -226177.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -226189.062500 Penalty: 2492.889404
	Iteration 8Q: 3 clusters Score -226189.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -226195.703125 Penalty: 2492.889404
	Iteration 9Q: 3 clusters Score -226195.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -226200.484375 Penalty: 2492.889404
	Iteration 10Q: 3 clusters Score -226200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -226203.828125 Penalty: 2492.889404
	Iteration 11Q: 3 clusters Score -226203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -226205.093750 Penalty: 2492.889404
	Iteration 12Q: 3 clusters Score -226205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -226207.062500 Penalty: 2492.889404
	Iteration 13Q: 3 clusters Score -226207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -226210.734375 Penalty: 2492.889404
	Iteration 14Q: 3 clusters Score -226210.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -226213.484375 Penalty: 2492.889404
	Iteration 15Q: 3 clusters Score -226213.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -226218.125000 Penalty: 2492.889404
	Iteration 16Q: 3 clusters Score -226218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -226221.125000 Penalty: 2492.889404
	Iteration 17Q: 3 clusters Score -226221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -226222.562500 Penalty: 2492.889404
	Iteration 18Q: 3 clusters Score -226222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -226223.343750 Penalty: 2492.889404
	Iteration 19Q: 3 clusters Score -226223.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -226225.609375 Penalty: 2492.889404
	Iteration 20F: 3 clusters Score -226225.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -226227.921875 Penalty: 2492.889404
	Iteration 21Q: 3 clusters Score -226227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -226228.671875 Penalty: 2492.889404
	Iteration 22Q: 3 clusters Score -226228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -226230.000000 Penalty: 2492.889404
	Iteration 23Q: 3 clusters Score -226230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -226230.984375 Penalty: 2492.889404
	Iteration 24Q: 3 clusters Score -226231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -226231.890625 Penalty: 2492.889404
	Iteration 25Q: 3 clusters Score -226231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -226232.281250 Penalty: 2492.889404
	Iteration 26Q: 3 clusters Score -226232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -226233.312500 Penalty: 2492.889404
	Iteration 27Q: 3 clusters Score -226233.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -226235.843750 Penalty: 2492.889404
	Iteration 28Q: 3 clusters Score -226235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -226238.421875 Penalty: 2492.889404
	Iteration 29Q: 3 clusters Score -226238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -226242.421875 Penalty: 2492.889404
	Iteration 30Q: 3 clusters Score -226242.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -226245.812500 Penalty: 2492.889404
	Iteration 31Q: 3 clusters Score -226245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -226247.015625 Penalty: 2492.889404
	Iteration 32Q: 3 clusters Score -226247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -226250.093750 Penalty: 2492.889404
	Iteration 33Q: 3 clusters Score -226250.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -226253.046875 Penalty: 2492.889404
	Iteration 34Q: 3 clusters Score -226253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -226257.328125 Penalty: 2492.889404
	Iteration 35Q: 3 clusters Score -226257.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -226262.843750 Penalty: 2492.889404
	Iteration 36Q: 3 clusters Score -226262.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -226267.515625 Penalty: 2492.889404
	Iteration 37Q: 3 clusters Score -226267.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -226272.546875 Penalty: 2492.889404
	Iteration 38Q: 3 clusters Score -226272.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -226276.953125 Penalty: 2492.889404
	Iteration 39Q: 3 clusters Score -226277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -226281.593750 Penalty: 2492.889404
	Iteration 40F: 3 clusters Score -226281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -226283.843750 Penalty: 2492.889404
	Iteration 41Q: 3 clusters Score -226283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -226285.562500 Penalty: 2492.889404
	Iteration 42Q: 3 clusters Score -226285.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -226287.281250 Penalty: 2492.889404
	Iteration 43Q: 3 clusters Score -226287.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -226290.281250 Penalty: 2492.889404
	Iteration 44Q: 3 clusters Score -226290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -226290.671875 Penalty: 2492.889404
	Iteration 45Q: 3 clusters Score -226290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -226290.671875 Penalty: 2492.889404
	Iteration 46F: 3 clusters Score -226290.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Entering Unmasked Estep 
Score: -2436410.250000 Penalty: 1621.491577
	Iteration 0F: 2 clusters Score -2436410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2421776.500000 Penalty: 3242.983154
	Iteration 0F: 3 clusters Score -2421776 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2426921.750000 Penalty: 3242.983154
	Iteration 1F: 3 clusters Score -2426922 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2427257.250000 Penalty: 3242.983154
	Iteration 2Q: 3 clusters Score -2427257 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2427572.000000 Penalty: 3242.983154
	Iteration 3Q: 3 clusters Score -2427572 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2427907.500000 Penalty: 3242.983154
	Iteration 4Q: 3 clusters Score -2427908 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2428208.250000 Penalty: 3242.983154
	Iteration 5Q: 3 clusters Score -2428208 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2428507.750000 Penalty: 3242.983154
	Iteration 6Q: 3 clusters Score -2428508 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2428784.250000 Penalty: 3242.983154
	Iteration 7Q: 3 clusters Score -2428784 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2429061.250000 Penalty: 3242.983154
	Iteration 8Q: 3 clusters Score -2429061 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2429372.250000 Penalty: 3242.983154
	Iteration 9Q: 3 clusters Score -2429372 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2429731.250000 Penalty: 3242.983154
	Iteration 10Q: 3 clusters Score -2429731 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2430182.750000 Penalty: 3242.983154
	Iteration 11Q: 3 clusters Score -2430183 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2430773.250000 Penalty: 3242.983154
	Iteration 12Q: 3 clusters Score -2430773 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2431529.250000 Penalty: 3242.983154
	Iteration 13Q: 3 clusters Score -2431529 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2432363.500000 Penalty: 3242.983154
	Iteration 14Q: 3 clusters Score -2432364 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2433031.750000 Penalty: 3242.983154
	Iteration 15Q: 3 clusters Score -2433032 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2433448.250000 Penalty: 3242.983154
	Iteration 16Q: 3 clusters Score -2433448 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2433767.500000 Penalty: 3242.983154
	Iteration 17Q: 3 clusters Score -2433768 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2434015.000000 Penalty: 3242.983154
	Iteration 18Q: 3 clusters Score -2434015 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2434243.750000 Penalty: 3242.983154
	Iteration 19Q: 3 clusters Score -2434244 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2434448.500000 Penalty: 3242.983154
	Iteration 20F: 3 clusters Score -2434448 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2434598.500000 Penalty: 3242.983154
	Iteration 21Q: 3 clusters Score -2434598 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2434715.000000 Penalty: 3242.983154
	Iteration 22Q: 3 clusters Score -2434715 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2434825.000000 Penalty: 3242.983154
	Iteration 23Q: 3 clusters Score -2434825 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2434914.750000 Penalty: 3242.983154
	Iteration 24Q: 3 clusters Score -2434915 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2434985.000000 Penalty: 3242.983154
	Iteration 25Q: 3 clusters Score -2434985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2435027.250000 Penalty: 3242.983154
	Iteration 26Q: 3 clusters Score -2435027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2435060.000000 Penalty: 3242.983154
	Iteration 27Q: 3 clusters Score -2435060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2435112.000000 Penalty: 3242.983154
	Iteration 28Q: 3 clusters Score -2435112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2435132.250000 Penalty: 3242.983154
	Iteration 29Q: 3 clusters Score -2435132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2435157.250000 Penalty: 3242.983154
	Iteration 30Q: 3 clusters Score -2435157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2435173.000000 Penalty: 3242.983154
	Iteration 31Q: 3 clusters Score -2435173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2435196.750000 Penalty: 3242.983154
	Iteration 32Q: 3 clusters Score -2435197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2435212.250000 Penalty: 3242.983154
	Iteration 33Q: 3 clusters Score -2435212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2435228.500000 Penalty: 3242.983154
	Iteration 34Q: 3 clusters Score -2435228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2435239.750000 Penalty: 3242.983154
	Iteration 35Q: 3 clusters Score -2435240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2435258.500000 Penalty: 3242.983154
	Iteration 36Q: 3 clusters Score -2435258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2435263.750000 Penalty: 3242.983154
	Iteration 37Q: 3 clusters Score -2435264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2435268.000000 Penalty: 3242.983154
	Iteration 38Q: 3 clusters Score -2435268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2435269.250000 Penalty: 3242.983154
	Iteration 39Q: 3 clusters Score -2435269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2435269.000000 Penalty: 3242.983154
	Iteration 40F: 3 clusters Score -2435269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2435268.250000 Penalty: 3242.983154
	Iteration 41Q: 3 clusters Score -2435268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2435278.250000 Penalty: 3242.983154
	Iteration 42Q: 3 clusters Score -2435278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2435289.500000 Penalty: 3242.983154
	Iteration 43Q: 3 clusters Score -2435290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2435288.500000 Penalty: 3242.983154
	Iteration 44Q: 3 clusters Score -2435288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2435289.250000 Penalty: 3242.983154
	Iteration 45Q: 3 clusters Score -2435289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2435288.250000 Penalty: 3242.983154
	Iteration 46Q: 3 clusters Score -2435288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2435291.750000 Penalty: 3242.983154
	Iteration 47Q: 3 clusters Score -2435292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2435296.000000 Penalty: 3242.983154
	Iteration 48Q: 3 clusters Score -2435296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2435296.500000 Penalty: 3242.983154
	Iteration 49Q: 3 clusters Score -2435296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2435295.250000 Penalty: 3242.983154
	Iteration 50Q: 3 clusters Score -2435295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2435296.750000 Penalty: 3242.983154
	Iteration 51Q: 3 clusters Score -2435297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2435301.250000 Penalty: 3242.983154
	Iteration 52Q: 3 clusters Score -2435301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2435301.250000 Penalty: 3242.983154
	Iteration 53F: 3 clusters Score -2435301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -158627.296875 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -158627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -156847.171875 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -156847.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -157185.125000 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -157185.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -157264.640625 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -157264.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -157314.781250 Penalty: 2379.386230
	Iteration 3Q: 3 clusters Score -157314.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -157344.687500 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -157344.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -157367.718750 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -157367.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -157382.390625 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -157382.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -157389.359375 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -157389.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -157394.359375 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -157394.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -157399.156250 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -157399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -157404.343750 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -157404.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -157408.921875 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -157408.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -157416.796875 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -157416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -157422.078125 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -157422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -157424.328125 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -157424.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -157426.281250 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -157426.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -157429.390625 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -157429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -157430.484375 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -157430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -157431.359375 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -157431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -157431.781250 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -157431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -157431.781250 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -157431.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -684159.187500 Penalty: 1428.072021
	Iteration 0F: 2 clusters Score -684159.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -679227.812500 Penalty: 2856.144043
	Iteration 0F: 3 clusters Score -679227.8 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -680702.062500 Penalty: 2856.144043
	Iteration 1F: 3 clusters Score -680702.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -680893.500000 Penalty: 2856.144043
	Iteration 2F: 3 clusters Score -680893.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -681050.437500 Penalty: 2856.144043
	Iteration 3F: 3 clusters Score -681050.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -681161.125000 Penalty: 2856.144043
	Iteration 4Q: 3 clusters Score -681161.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -681252.250000 Penalty: 2856.144043
	Iteration 5Q: 3 clusters Score -681252.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -681343.750000 Penalty: 2856.144043
	Iteration 6Q: 3 clusters Score -681343.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -681426.437500 Penalty: 2856.144043
	Iteration 7Q: 3 clusters Score -681426.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -681515.250000 Penalty: 2856.144043
	Iteration 8Q: 3 clusters Score -681515.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -681612.687500 Penalty: 2856.144043
	Iteration 9Q: 3 clusters Score -681612.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -681724.500000 Penalty: 2856.144043
	Iteration 10Q: 3 clusters Score -681724.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -681846.062500 Penalty: 2856.144043
	Iteration 11Q: 3 clusters Score -681846.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -681968.125000 Penalty: 2856.144043
	Iteration 12Q: 3 clusters Score -681968.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -682104.062500 Penalty: 2856.144043
	Iteration 13Q: 3 clusters Score -682104.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -682226.062500 Penalty: 2856.144043
	Iteration 14Q: 3 clusters Score -682226.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -682368.625000 Penalty: 2856.144043
	Iteration 15Q: 3 clusters Score -682368.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -682506.187500 Penalty: 2856.144043
	Iteration 16Q: 3 clusters Score -682506.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -682622.875000 Penalty: 2856.144043
	Iteration 17Q: 3 clusters Score -682622.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -682723.250000 Penalty: 2856.144043
	Iteration 18Q: 3 clusters Score -682723.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -682782.562500 Penalty: 2856.144043
	Iteration 19Q: 3 clusters Score -682782.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -682836.125000 Penalty: 2856.144043
	Iteration 20F: 3 clusters Score -682836.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -682877.812500 Penalty: 2856.144043
	Iteration 21Q: 3 clusters Score -682877.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -682913.000000 Penalty: 2856.144043
	Iteration 22Q: 3 clusters Score -682913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -682937.812500 Penalty: 2856.144043
	Iteration 23Q: 3 clusters Score -682937.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -682952.437500 Penalty: 2856.144043
	Iteration 24Q: 3 clusters Score -682952.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -682968.437500 Penalty: 2856.144043
	Iteration 25Q: 3 clusters Score -682968.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -682974.625000 Penalty: 2856.144043
	Iteration 26Q: 3 clusters Score -682974.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -682983.750000 Penalty: 2856.144043
	Iteration 27Q: 3 clusters Score -682983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -682989.250000 Penalty: 2856.144043
	Iteration 28Q: 3 clusters Score -682989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -682989.500000 Penalty: 2856.144043
	Iteration 29Q: 3 clusters Score -682989.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -682989.500000 Penalty: 2856.144043
	Iteration 30F: 3 clusters Score -682989.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -95325.960938 Penalty: 1108.075195
	Iteration 0F: 2 clusters Score -95325.96 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 452 members 
Entering Unmasked Estep 
Score: -94002.164062 Penalty: 2216.150391
	Iteration 0F: 3 clusters Score -94002.16 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -94524.945312 Penalty: 2216.150391
	Iteration 1F: 3 clusters Score -94524.95 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94737.828125 Penalty: 2216.150391
	Iteration 2F: 3 clusters Score -94737.83 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -94858.335938 Penalty: 2216.150391
	Iteration 3F: 3 clusters Score -94858.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -94946.898438 Penalty: 2216.150391
	Iteration 4Q: 3 clusters Score -94946.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94988.468750 Penalty: 2216.150391
	Iteration 5Q: 3 clusters Score -94988.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -95028.031250 Penalty: 2216.150391
	Iteration 6Q: 3 clusters Score -95028.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -95047.773438 Penalty: 2216.150391
	Iteration 7Q: 3 clusters Score -95047.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -95066.703125 Penalty: 2216.150391
	Iteration 8Q: 3 clusters Score -95066.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -95084.304688 Penalty: 2216.150391
	Iteration 9Q: 3 clusters Score -95084.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -95112.828125 Penalty: 2216.150391
	Iteration 10Q: 3 clusters Score -95112.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -95129.554688 Penalty: 2216.150391
	Iteration 11Q: 3 clusters Score -95129.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -95148.585938 Penalty: 2216.150391
	Iteration 12Q: 3 clusters Score -95148.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -95174.445312 Penalty: 2216.150391
	Iteration 13Q: 3 clusters Score -95174.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -95188.164062 Penalty: 2216.150391
	Iteration 14Q: 3 clusters Score -95188.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -95193.976562 Penalty: 2216.150391
	Iteration 15Q: 3 clusters Score -95193.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -95203.500000 Penalty: 2216.150391
	Iteration 16Q: 3 clusters Score -95203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -95210.882812 Penalty: 2216.150391
	Iteration 17Q: 3 clusters Score -95210.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -95213.851562 Penalty: 2216.150391
	Iteration 18Q: 3 clusters Score -95213.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -95216.476562 Penalty: 2216.150391
	Iteration 19Q: 3 clusters Score -95216.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -95218.578125 Penalty: 2216.150391
	Iteration 20F: 3 clusters Score -95218.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Entering Unmasked Estep 
Score: -2685912.000000 Penalty: 1644.481812
	Iteration 0F: 2 clusters Score -2685912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2669184.500000 Penalty: 3288.963623
	Iteration 0F: 3 clusters Score -2669184 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2675516.000000 Penalty: 3288.963623
	Iteration 1F: 3 clusters Score -2675516 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2676050.500000 Penalty: 3288.963623
	Iteration 2F: 3 clusters Score -2676050 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2676710.750000 Penalty: 3288.963623
	Iteration 3F: 3 clusters Score -2676711 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2677608.000000 Penalty: 3288.963623
	Iteration 4F: 3 clusters Score -2677608 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2678866.250000 Penalty: 3288.963623
	Iteration 5F: 3 clusters Score -2678866 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2680368.500000 Penalty: 3288.963623
	Iteration 6F: 3 clusters Score -2680368 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2681864.750000 Penalty: 3288.963623
	Iteration 7F: 3 clusters Score -2681865 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2682936.500000 Penalty: 3288.963623
	Iteration 8Q: 3 clusters Score -2682936 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2683657.000000 Penalty: 3288.963623
	Iteration 9Q: 3 clusters Score -2683657 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -2684050.250000 Penalty: 3288.963623
	Iteration 10Q: 3 clusters Score -2684050 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2684249.750000 Penalty: 3288.963623
	Iteration 11Q: 3 clusters Score -2684250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -2684354.000000 Penalty: 3288.963623
	Iteration 12Q: 3 clusters Score -2684354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2684395.500000 Penalty: 3288.963623
	Iteration 13Q: 3 clusters Score -2684396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2684417.000000 Penalty: 3288.963623
	Iteration 14Q: 3 clusters Score -2684417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -2684436.750000 Penalty: 3288.963623
	Iteration 15Q: 3 clusters Score -2684437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2684445.500000 Penalty: 3288.963623
	Iteration 16Q: 3 clusters Score -2684446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2684452.500000 Penalty: 3288.963623
	Iteration 17Q: 3 clusters Score -2684452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2684454.000000 Penalty: 3288.963623
	Iteration 18Q: 3 clusters Score -2684454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2684456.750000 Penalty: 3288.963623
	Iteration 19Q: 3 clusters Score -2684457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2684464.250000 Penalty: 3288.963623
	Iteration 20F: 3 clusters Score -2684464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -2684469.000000 Penalty: 3288.963623
	Iteration 21Q: 3 clusters Score -2684469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -2684473.750000 Penalty: 3288.963623
	Iteration 22Q: 3 clusters Score -2684474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -2684478.250000 Penalty: 3288.963623
	Iteration 23Q: 3 clusters Score -2684478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2684481.250000 Penalty: 3288.963623
	Iteration 24Q: 3 clusters Score -2684481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2684478.750000 Penalty: 3288.963623
	Iteration 25Q: 3 clusters Score -2684479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -2684483.000000 Penalty: 3288.963623
	Iteration 26Q: 3 clusters Score -2684483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2684481.500000 Penalty: 3288.963623
	Iteration 27Q: 3 clusters Score -2684482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2684481.500000 Penalty: 3288.963623
	Iteration 28F: 3 clusters Score -2684482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Entering Unmasked Estep 
Score: -322743.125000 Penalty: 1313.239746
	Iteration 0F: 2 clusters Score -322743.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -319917.406250 Penalty: 2626.479492
	Iteration 0F: 3 clusters Score -319917.4 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -320984.343750 Penalty: 2626.479492
	Iteration 1F: 3 clusters Score -320984.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -321335.343750 Penalty: 2626.479492
	Iteration 2F: 3 clusters Score -321335.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -321600.375000 Penalty: 2626.479492
	Iteration 3F: 3 clusters Score -321600.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -321860.406250 Penalty: 2626.479492
	Iteration 4F: 3 clusters Score -321860.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -322066.125000 Penalty: 2626.479492
	Iteration 5F: 3 clusters Score -322066.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -322217.468750 Penalty: 2626.479492
	Iteration 6Q: 3 clusters Score -322217.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -322340.375000 Penalty: 2626.479492
	Iteration 7Q: 3 clusters Score -322340.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -322425.875000 Penalty: 2626.479492
	Iteration 8Q: 3 clusters Score -322425.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -322493.750000 Penalty: 2626.479492
	Iteration 9Q: 3 clusters Score -322493.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -322538.343750 Penalty: 2626.479492
	Iteration 10Q: 3 clusters Score -322538.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -322584.562500 Penalty: 2626.479492
	Iteration 11Q: 3 clusters Score -322584.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -322618.406250 Penalty: 2626.479492
	Iteration 12Q: 3 clusters Score -322618.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -322639.656250 Penalty: 2626.479492
	Iteration 13Q: 3 clusters Score -322639.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -322653.406250 Penalty: 2626.479492
	Iteration 14Q: 3 clusters Score -322653.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -322663.343750 Penalty: 2626.479492
	Iteration 15Q: 3 clusters Score -322663.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -322670.468750 Penalty: 2626.479492
	Iteration 16Q: 3 clusters Score -322670.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -322678.593750 Penalty: 2626.479492
	Iteration 17Q: 3 clusters Score -322678.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -322685.906250 Penalty: 2626.479492
	Iteration 18Q: 3 clusters Score -322685.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -322694.718750 Penalty: 2626.479492
	Iteration 19Q: 3 clusters Score -322694.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -322702.812500 Penalty: 2626.479492
	Iteration 20F: 3 clusters Score -322702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -322708.156250 Penalty: 2626.479492
	Iteration 21Q: 3 clusters Score -322708.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -322713.343750 Penalty: 2626.479492
	Iteration 22Q: 3 clusters Score -322713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -322716.437500 Penalty: 2626.479492
	Iteration 23Q: 3 clusters Score -322716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -322720.593750 Penalty: 2626.479492
	Iteration 24Q: 3 clusters Score -322720.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -322723.500000 Penalty: 2626.479492
	Iteration 25Q: 3 clusters Score -322723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -322724.281250 Penalty: 2626.479492
	Iteration 26Q: 3 clusters Score -322724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -322725.281250 Penalty: 2626.479492
	Iteration 27Q: 3 clusters Score -322725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -322727.937500 Penalty: 2626.479492
	Iteration 28Q: 3 clusters Score -322727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -322731.937500 Penalty: 2626.479492
	Iteration 29Q: 3 clusters Score -322731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -322735.156250 Penalty: 2626.479492
	Iteration 30Q: 3 clusters Score -322735.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -322740.531250 Penalty: 2626.479492
	Iteration 31Q: 3 clusters Score -322740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -322745.312500 Penalty: 2626.479492
	Iteration 32Q: 3 clusters Score -322745.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -322748.406250 Penalty: 2626.479492
	Iteration 33Q: 3 clusters Score -322748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -322749.687500 Penalty: 2626.479492
	Iteration 34Q: 3 clusters Score -322749.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -322751.156250 Penalty: 2626.479492
	Iteration 35Q: 3 clusters Score -322751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -322751.562500 Penalty: 2626.479492
	Iteration 36Q: 3 clusters Score -322751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -322752.500000 Penalty: 2626.479492
	Iteration 37Q: 3 clusters Score -322752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -322753.125000 Penalty: 2626.479492
	Iteration 38Q: 3 clusters Score -322753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -322754.562500 Penalty: 2626.479492
	Iteration 39Q: 3 clusters Score -322754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -322754.843750 Penalty: 2626.479492
	Iteration 40F: 3 clusters Score -322754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -322757.375000 Penalty: 2626.479492
	Iteration 41Q: 3 clusters Score -322757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -322761.156250 Penalty: 2626.479492
	Iteration 42Q: 3 clusters Score -322761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -322766.125000 Penalty: 2626.479492
	Iteration 43Q: 3 clusters Score -322766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -322770.031250 Penalty: 2626.479492
	Iteration 44Q: 3 clusters Score -322770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -322771.843750 Penalty: 2626.479492
	Iteration 45Q: 3 clusters Score -322771.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -322777.906250 Penalty: 2626.479492
	Iteration 46Q: 3 clusters Score -322777.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322781.656250 Penalty: 2626.479492
	Iteration 47Q: 3 clusters Score -322781.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -322785.625000 Penalty: 2626.479492
	Iteration 48Q: 3 clusters Score -322785.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -322789.968750 Penalty: 2626.479492
	Iteration 49Q: 3 clusters Score -322790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -322797.156250 Penalty: 2626.479492
	Iteration 50Q: 3 clusters Score -322797.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -322808.125000 Penalty: 2626.479492
	Iteration 51Q: 3 clusters Score -322808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -322817.781250 Penalty: 2626.479492
	Iteration 52Q: 3 clusters Score -322817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -322823.468750 Penalty: 2626.479492
	Iteration 53Q: 3 clusters Score -322823.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -322826.031250 Penalty: 2626.479492
	Iteration 54Q: 3 clusters Score -322826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -322829.000000 Penalty: 2626.479492
	Iteration 55Q: 3 clusters Score -322829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -322830.156250 Penalty: 2626.479492
	Iteration 56Q: 3 clusters Score -322830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -322831.968750 Penalty: 2626.479492
	Iteration 57Q: 3 clusters Score -322832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -322832.750000 Penalty: 2626.479492
	Iteration 58Q: 3 clusters Score -322832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -322833.906250 Penalty: 2626.479492
	Iteration 59Q: 3 clusters Score -322833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -322833.968750 Penalty: 2626.479492
	Iteration 60F: 3 clusters Score -322834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -322834.250000 Penalty: 2626.479492
	Iteration 61Q: 3 clusters Score -322834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -322834.937500 Penalty: 2626.479492
	Iteration 62Q: 3 clusters Score -322834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -322835.687500 Penalty: 2626.479492
	Iteration 63Q: 3 clusters Score -322835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -322836.218750 Penalty: 2626.479492
	Iteration 64Q: 3 clusters Score -322836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -322836.281250 Penalty: 2626.479492
	Iteration 65Q: 3 clusters Score -322836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -322836.968750 Penalty: 2626.479492
	Iteration 66Q: 3 clusters Score -322837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -322839.000000 Penalty: 2626.479492
	Iteration 67Q: 3 clusters Score -322839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -322839.968750 Penalty: 2626.479492
	Iteration 68Q: 3 clusters Score -322840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -322841.156250 Penalty: 2626.479492
	Iteration 69Q: 3 clusters Score -322841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322841.656250 Penalty: 2626.479492
	Iteration 70Q: 3 clusters Score -322841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -322842.781250 Penalty: 2626.479492
	Iteration 71Q: 3 clusters Score -322842.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -322844.937500 Penalty: 2626.479492
	Iteration 72Q: 3 clusters Score -322844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -322847.375000 Penalty: 2626.479492
	Iteration 73Q: 3 clusters Score -322847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -322848.000000 Penalty: 2626.479492
	Iteration 74Q: 3 clusters Score -322848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -322850.031250 Penalty: 2626.479492
	Iteration 75Q: 3 clusters Score -322850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -322849.875000 Penalty: 2626.479492
	Iteration 76Q: 3 clusters Score -322849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -322849.875000 Penalty: 2626.479492
	Iteration 77F: 3 clusters Score -322849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 3 contains 7745 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 2597 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 7431 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 12 contains 10600 members 
Mstep: Class 13 contains 191082 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 16 contains 21556 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 6556 members 
Mstep: Class 20 contains 915 members 
Mstep: Class 21 contains 24832 members 
Mstep: Class 22 contains 2042 members 
Mstep: Class 23 contains 35716 members 
Entering Unmasked Estep 
Score: -41683436.000000 Penalty: 39716.023438
Splitting cluster 22 changes total score from -41681576.000000 to -41683436.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 23 (35716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Entering Unmasked Estep 
Score: -4004374.000000 Penalty: 1703.544922
	Iteration 0F: 2 clusters Score -4004374 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 18057 members 
Entering Unmasked Estep 
Score: -3980476.000000 Penalty: 3407.089844
	Iteration 0F: 3 clusters Score -3980476 nChanged 16620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3990215.000000 Penalty: 3407.089844
	Iteration 1F: 3 clusters Score -3990215 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3991052.000000 Penalty: 3407.089844
	Iteration 2F: 3 clusters Score -3991052 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3991923.250000 Penalty: 3407.089844
	Iteration 3F: 3 clusters Score -3991923 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3992904.750000 Penalty: 3407.089844
	Iteration 4F: 3 clusters Score -3992905 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3994108.000000 Penalty: 3407.089844
	Iteration 5F: 3 clusters Score -3994108 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3995634.500000 Penalty: 3407.089844
	Iteration 6F: 3 clusters Score -3995634 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3997608.750000 Penalty: 3407.089844
	Iteration 7F: 3 clusters Score -3997609 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3999691.000000 Penalty: 3407.089844
	Iteration 8F: 3 clusters Score -3999691 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4001302.000000 Penalty: 3407.089844
	Iteration 9F: 3 clusters Score -4001302 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4002274.000000 Penalty: 3407.089844
	Iteration 10Q: 3 clusters Score -4002274 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4002793.250000 Penalty: 3407.089844
	Iteration 11Q: 3 clusters Score -4002793 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -4003094.250000 Penalty: 3407.089844
	Iteration 12Q: 3 clusters Score -4003094 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4003312.000000 Penalty: 3407.089844
	Iteration 13Q: 3 clusters Score -4003312 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4003499.500000 Penalty: 3407.089844
	Iteration 14Q: 3 clusters Score -4003500 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4003638.750000 Penalty: 3407.089844
	Iteration 15Q: 3 clusters Score -4003639 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -4003727.000000 Penalty: 3407.089844
	Iteration 16Q: 3 clusters Score -4003727 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -4003778.750000 Penalty: 3407.089844
	Iteration 17Q: 3 clusters Score -4003779 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4003807.750000 Penalty: 3407.089844
	Iteration 18Q: 3 clusters Score -4003808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -4003832.500000 Penalty: 3407.089844
	Iteration 19Q: 3 clusters Score -4003832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4003844.000000 Penalty: 3407.089844
	Iteration 20F: 3 clusters Score -4003844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -4003858.000000 Penalty: 3407.089844
	Iteration 21Q: 3 clusters Score -4003858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -4003889.500000 Penalty: 3407.089844
	Iteration 22Q: 3 clusters Score -4003890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -4003915.750000 Penalty: 3407.089844
	Iteration 23Q: 3 clusters Score -4003916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4003935.750000 Penalty: 3407.089844
	Iteration 24Q: 3 clusters Score -4003936 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4003956.000000 Penalty: 3407.089844
	Iteration 25Q: 3 clusters Score -4003956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4003973.500000 Penalty: 3407.089844
	Iteration 26Q: 3 clusters Score -4003974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4003983.750000 Penalty: 3407.089844
	Iteration 27Q: 3 clusters Score -4003984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4003994.250000 Penalty: 3407.089844
	Iteration 28Q: 3 clusters Score -4003994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4004003.000000 Penalty: 3407.089844
	Iteration 29Q: 3 clusters Score -4004003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4004016.750000 Penalty: 3407.089844
	Iteration 30Q: 3 clusters Score -4004017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4004023.500000 Penalty: 3407.089844
	Iteration 31Q: 3 clusters Score -4004024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4004017.250000 Penalty: 3407.089844
	Iteration 32Q: 3 clusters Score -4004017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4004011.500000 Penalty: 3407.089844
	Iteration 33Q: 3 clusters Score -4004012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4004027.500000 Penalty: 3407.089844
	Iteration 34Q: 3 clusters Score -4004028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4004027.250000 Penalty: 3407.089844
	Iteration 35Q: 3 clusters Score -4004027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4004029.500000 Penalty: 3407.089844
	Iteration 36Q: 3 clusters Score -4004030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -4004029.250000 Penalty: 3407.089844
	Iteration 37Q: 3 clusters Score -4004029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4004032.250000 Penalty: 3407.089844
	Iteration 38Q: 3 clusters Score -4004032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4004034.250000 Penalty: 3407.089844
	Iteration 39Q: 3 clusters Score -4004034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4004032.500000 Penalty: 3407.089844
	Iteration 40F: 3 clusters Score -4004032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -4004028.250000 Penalty: 3407.089844
	Iteration 41Q: 3 clusters Score -4004028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4004031.000000 Penalty: 3407.089844
	Iteration 42Q: 3 clusters Score -4004031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4004031.000000 Penalty: 3407.089844
	Iteration 43F: 3 clusters Score -4004031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 2597 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 7431 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 12 contains 10600 members 
Mstep: Class 13 contains 191082 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 16 contains 21556 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 6556 members 
Mstep: Class 20 contains 915 members 
Mstep: Class 21 contains 24832 members 
Mstep: Class 22 contains 2042 members 
Mstep: Class 23 contains 35716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685624.000000 Penalty: 39716.023438
Iteration 39Q: 20 clusters Score -4.168562e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 18887 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 25056 members 
Mstep: Class 7 contains 7627 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 12 contains 10734 members 
Mstep: Class 13 contains 192228 members 
Mstep: Class 14 contains 2117 members 
Mstep: Class 16 contains 21684 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 20 contains 935 members 
Mstep: Class 21 contains 24860 members 
Mstep: Class 22 contains 2041 members 
Mstep: Class 23 contains 36744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688176.000000 Penalty: 39716.023438
Iteration 40F: 20 clusters Score -4.168818e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 7669 members 
Mstep: Class 4 contains 437 members 
Mstep: Class 5 contains 2914 members 
Mstep: Class 6 contains 24097 members 
Mstep: Class 7 contains 7792 members 
Mstep: Class 8 contains 1240 members 
Mstep: Class 10 contains 7376 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 192207 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 16 contains 21696 members 
Mstep: Class 17 contains 1478 members 
Mstep: Class 18 contains 6155 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 24880 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 37563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689120.000000 Penalty: 39716.023438
Iteration 41Q: 20 clusters Score -4.168912e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 18798 members 
Mstep: Class 3 contains 7788 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 3035 members 
Mstep: Class 6 contains 23274 members 
Mstep: Class 7 contains 7960 members 
Mstep: Class 8 contains 1254 members 
Mstep: Class 10 contains 7174 members 
Mstep: Class 12 contains 11046 members 
Mstep: Class 13 contains 192242 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 16 contains 21705 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 20 contains 929 members 
Mstep: Class 21 contains 24902 members 
Mstep: Class 22 contains 2079 members 
Mstep: Class 23 contains 38289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41689948.000000 Penalty: 39716.023438
Iteration 42Q: 20 clusters Score -4.168995e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 18751 members 
Mstep: Class 3 contains 7876 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 3116 members 
Mstep: Class 6 contains 22599 members 
Mstep: Class 7 contains 8172 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 10 contains 7050 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 192182 members 
Mstep: Class 14 contains 2086 members 
Mstep: Class 16 contains 21703 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 5673 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 24918 members 
Mstep: Class 22 contains 2101 members 
Mstep: Class 23 contains 38906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690312.000000 Penalty: 39716.023438
Iteration 43Q: 20 clusters Score -4.169031e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 18694 members 
Mstep: Class 3 contains 7939 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 3171 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 10 contains 6919 members 
Mstep: Class 12 contains 11311 members 
Mstep: Class 13 contains 192098 members 
Mstep: Class 14 contains 2103 members 
Mstep: Class 16 contains 21694 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 20 contains 923 members 
Mstep: Class 21 contains 24909 members 
Mstep: Class 22 contains 2120 members 
Mstep: Class 23 contains 39470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690644.000000 Penalty: 39716.023438
Iteration 44Q: 20 clusters Score -4.169064e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 18652 members 
Mstep: Class 3 contains 7979 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 21584 members 
Mstep: Class 7 contains 8589 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 10 contains 6808 members 
Mstep: Class 12 contains 11414 members 
Mstep: Class 13 contains 192019 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 16 contains 21678 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 20 contains 916 members 
Mstep: Class 21 contains 24904 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 39956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690908.000000 Penalty: 39716.023438
Iteration 45Q: 20 clusters Score -4.169091e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 18609 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 431 members 
Mstep: Class 5 contains 3251 members 
Mstep: Class 6 contains 21272 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 10 contains 6766 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 13 contains 191863 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 16 contains 21658 members 
Mstep: Class 17 contains 1479 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 20 contains 908 members 
Mstep: Class 21 contains 24918 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 40330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691120.000000 Penalty: 39716.023438
Iteration 46Q: 20 clusters Score -4.169112e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 18582 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 433 members 
Mstep: Class 5 contains 3277 members 
Mstep: Class 6 contains 21028 members 
Mstep: Class 7 contains 8960 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 10 contains 6708 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 191690 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 16 contains 21649 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 20 contains 903 members 
Mstep: Class 21 contains 24927 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 40659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691300.000000 Penalty: 39716.023438
Iteration 47Q: 20 clusters Score -4.16913e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 18550 members 
Mstep: Class 3 contains 8083 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 20821 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 10 contains 6656 members 
Mstep: Class 12 contains 11605 members 
Mstep: Class 13 contains 191542 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 16 contains 21625 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 4776 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 24944 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 40954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691588.000000 Penalty: 39716.023438
Iteration 48Q: 20 clusters Score -4.169159e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 18538 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 20651 members 
Mstep: Class 7 contains 9269 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 10 contains 6613 members 
Mstep: Class 12 contains 11643 members 
Mstep: Class 13 contains 191393 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 17 contains 1540 members 
Mstep: Class 18 contains 4630 members 
Mstep: Class 20 contains 899 members 
Mstep: Class 21 contains 24945 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 41194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691624.000000 Penalty: 39716.023438
Iteration 49Q: 20 clusters Score -4.169162e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 18542 members 
Mstep: Class 3 contains 8121 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 20510 members 
Mstep: Class 7 contains 9413 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 12 contains 11670 members 
Mstep: Class 13 contains 191243 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 16 contains 21618 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 4484 members 
Mstep: Class 20 contains 902 members 
Mstep: Class 21 contains 24958 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 41388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691920.000000 Penalty: 39716.023438
Iteration 50Q: 20 clusters Score -4.169192e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 18550 members 
Mstep: Class 3 contains 8137 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 20394 members 
Mstep: Class 7 contains 9552 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 10 contains 6542 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 191091 members 
Mstep: Class 14 contains 2292 members 
Mstep: Class 16 contains 21609 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 24953 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692160.000000 Penalty: 39716.023438
Iteration 51Q: 20 clusters Score -4.169216e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 18557 members 
Mstep: Class 3 contains 8153 members 
Mstep: Class 4 contains 433 members 
Mstep: Class 5 contains 3303 members 
Mstep: Class 6 contains 20301 members 
Mstep: Class 7 contains 9681 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 10 contains 6535 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 190940 members 
Mstep: Class 14 contains 2290 members 
Mstep: Class 16 contains 21595 members 
Mstep: Class 17 contains 1637 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 20 contains 899 members 
Mstep: Class 21 contains 24965 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 41731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692252.000000 Penalty: 39716.023438
Iteration 52Q: 20 clusters Score -4.169225e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 18558 members 
Mstep: Class 3 contains 8174 members 
Mstep: Class 4 contains 433 members 
Mstep: Class 5 contains 3307 members 
Mstep: Class 6 contains 20222 members 
Mstep: Class 7 contains 9816 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 12 contains 11743 members 
Mstep: Class 13 contains 190781 members 
Mstep: Class 14 contains 2298 members 
Mstep: Class 16 contains 21583 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 20 contains 897 members 
Mstep: Class 21 contains 24973 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 41852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692368.000000 Penalty: 39716.023438
Iteration 53Q: 20 clusters Score -4.169237e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 18561 members 
Mstep: Class 3 contains 8189 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 9924 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 12 contains 11753 members 
Mstep: Class 13 contains 190649 members 
Mstep: Class 14 contains 2296 members 
Mstep: Class 16 contains 21577 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 20 contains 895 members 
Mstep: Class 21 contains 24984 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 41954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692572.000000 Penalty: 39716.023438
Iteration 54Q: 20 clusters Score -4.169257e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 18553 members 
Mstep: Class 3 contains 8192 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 20118 members 
Mstep: Class 7 contains 10025 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 190543 members 
Mstep: Class 14 contains 2284 members 
Mstep: Class 16 contains 21571 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 20 contains 894 members 
Mstep: Class 21 contains 24994 members 
Mstep: Class 22 contains 2266 members 
Mstep: Class 23 contains 42039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692680.000000 Penalty: 39716.023438
Iteration 55Q: 20 clusters Score -4.169268e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 18544 members 
Mstep: Class 3 contains 8193 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 20087 members 
Mstep: Class 7 contains 10127 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 190412 members 
Mstep: Class 14 contains 2282 members 
Mstep: Class 16 contains 21564 members 
Mstep: Class 17 contains 1758 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 20 contains 895 members 
Mstep: Class 21 contains 24995 members 
Mstep: Class 22 contains 2269 members 
Mstep: Class 23 contains 42114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692880.000000 Penalty: 39716.023438
Iteration 56Q: 20 clusters Score -4.169288e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 18530 members 
Mstep: Class 3 contains 8196 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 3317 members 
Mstep: Class 6 contains 20049 members 
Mstep: Class 7 contains 10221 members 
Mstep: Class 8 contains 1265 members 
Mstep: Class 10 contains 6606 members 
Mstep: Class 12 contains 11793 members 
Mstep: Class 13 contains 190287 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 1806 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 20 contains 894 members 
Mstep: Class 21 contains 25009 members 
Mstep: Class 22 contains 2267 members 
Mstep: Class 23 contains 42195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692984.000000 Penalty: 39716.023438
Iteration 57Q: 20 clusters Score -4.169298e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 18509 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 3317 members 
Mstep: Class 6 contains 20015 members 
Mstep: Class 7 contains 10308 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 10 contains 6611 members 
Mstep: Class 12 contains 11805 members 
Mstep: Class 13 contains 190177 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 16 contains 21536 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 3770 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 25035 members 
Mstep: Class 22 contains 2263 members 
Mstep: Class 23 contains 42276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693140.000000 Penalty: 39716.023438
Iteration 58Q: 20 clusters Score -4.169314e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 18496 members 
Mstep: Class 3 contains 8193 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 19978 members 
Mstep: Class 7 contains 10378 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 190082 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 16 contains 21535 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 3742 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 25066 members 
Mstep: Class 22 contains 2260 members 
Mstep: Class 23 contains 42323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693296.000000 Penalty: 39716.023438
Iteration 59Q: 20 clusters Score -4.16933e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 18487 members 
Mstep: Class 3 contains 8192 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 10424 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 12 contains 11822 members 
Mstep: Class 13 contains 189998 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 16 contains 21531 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 3710 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 25099 members 
Mstep: Class 22 contains 2259 members 
Mstep: Class 23 contains 42350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693400.000000 Penalty: 39716.023438
Iteration 60F: 20 clusters Score -4.16934e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 18473 members 
Mstep: Class 3 contains 8194 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 3316 members 
Mstep: Class 6 contains 19906 members 
Mstep: Class 7 contains 10461 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 12 contains 11831 members 
Mstep: Class 13 contains 189904 members 
Mstep: Class 14 contains 2240 members 
Mstep: Class 16 contains 21529 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 25143 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 42371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693620.000000 Penalty: 39716.023438
Iteration 61Q: 20 clusters Score -4.169362e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 18451 members 
Mstep: Class 3 contains 8192 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 19859 members 
Mstep: Class 7 contains 10509 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 12 contains 11839 members 
Mstep: Class 13 contains 189801 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 16 contains 21526 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 20 contains 890 members 
Mstep: Class 21 contains 25189 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 42372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693916.000000 Penalty: 39716.023438
Iteration 62Q: 20 clusters Score -4.169392e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18432 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 19816 members 
Mstep: Class 7 contains 10569 members 
Mstep: Class 8 contains 1255 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 12 contains 11845 members 
Mstep: Class 13 contains 189675 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 16 contains 21524 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 3624 members 
Mstep: Class 20 contains 887 members 
Mstep: Class 21 contains 25240 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 42373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694108.000000 Penalty: 39716.023438
Iteration 63Q: 20 clusters Score -4.169411e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18415 members 
Mstep: Class 3 contains 8192 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 19787 members 
Mstep: Class 7 contains 10610 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 12 contains 11855 members 
Mstep: Class 13 contains 189535 members 
Mstep: Class 14 contains 2528 members 
Mstep: Class 16 contains 21516 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 20 contains 887 members 
Mstep: Class 21 contains 25308 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 42351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694348.000000 Penalty: 39716.023438
Iteration 64Q: 20 clusters Score -4.169435e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 18398 members 
Mstep: Class 3 contains 8189 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 3317 members 
Mstep: Class 6 contains 19762 members 
Mstep: Class 7 contains 10648 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 10 contains 6602 members 
Mstep: Class 12 contains 11868 members 
Mstep: Class 13 contains 189367 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 16 contains 21512 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 20 contains 884 members 
Mstep: Class 21 contains 25375 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 42318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694636.000000 Penalty: 39716.023438
Iteration 65Q: 20 clusters Score -4.169464e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 18386 members 
Mstep: Class 3 contains 8189 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 19746 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 1252 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 12 contains 11887 members 
Mstep: Class 13 contains 189244 members 
Mstep: Class 14 contains 2811 members 
Mstep: Class 16 contains 21503 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 25431 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 42255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694684.000000 Penalty: 39716.023438
Iteration 66Q: 20 clusters Score -4.169468e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 18369 members 
Mstep: Class 3 contains 8192 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 19720 members 
Mstep: Class 7 contains 10719 members 
Mstep: Class 8 contains 1254 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 12 contains 11903 members 
Mstep: Class 13 contains 189162 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 16 contains 21500 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 25472 members 
Mstep: Class 22 contains 2217 members 
Mstep: Class 23 contains 42168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694816.000000 Penalty: 39716.023438
Iteration 67Q: 20 clusters Score -4.169482e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 428 members 
Mstep: Class 5 contains 3322 members 
Mstep: Class 6 contains 19702 members 
Mstep: Class 7 contains 10756 members 
Mstep: Class 8 contains 1253 members 
Mstep: Class 10 contains 6620 members 
Mstep: Class 12 contains 11910 members 
Mstep: Class 13 contains 189073 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 16 contains 21493 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 25517 members 
Mstep: Class 22 contains 2213 members 
Mstep: Class 23 contains 42109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694940.000000 Penalty: 39716.023438
Iteration 68Q: 20 clusters Score -4.169494e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 18347 members 
Mstep: Class 3 contains 8211 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3324 members 
Mstep: Class 6 contains 19688 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1253 members 
Mstep: Class 10 contains 6614 members 
Mstep: Class 12 contains 11916 members 
Mstep: Class 13 contains 189000 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 16 contains 21480 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 20 contains 880 members 
Mstep: Class 21 contains 25548 members 
Mstep: Class 22 contains 2218 members 
Mstep: Class 23 contains 42045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695040.000000 Penalty: 39716.023438
Iteration 69Q: 20 clusters Score -4.169504e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 18333 members 
Mstep: Class 3 contains 8212 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3324 members 
Mstep: Class 6 contains 19674 members 
Mstep: Class 7 contains 10869 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 12 contains 11916 members 
Mstep: Class 13 contains 188966 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 16 contains 21461 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25573 members 
Mstep: Class 22 contains 2216 members 
Mstep: Class 23 contains 42000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695124.000000 Penalty: 39716.023438
Iteration 70Q: 20 clusters Score -4.169512e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 18322 members 
Mstep: Class 3 contains 8213 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 19656 members 
Mstep: Class 7 contains 10909 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 12 contains 11916 members 
Mstep: Class 13 contains 188931 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 16 contains 21465 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25581 members 
Mstep: Class 22 contains 2221 members 
Mstep: Class 23 contains 41955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695184.000000 Penalty: 39716.023438
Iteration 71Q: 20 clusters Score -4.169518e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 18314 members 
Mstep: Class 3 contains 8217 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 19646 members 
Mstep: Class 7 contains 10957 members 
Mstep: Class 8 contains 1244 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 12 contains 11920 members 
Mstep: Class 13 contains 188879 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 16 contains 21471 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25589 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695284.000000 Penalty: 39716.023438
Iteration 72Q: 20 clusters Score -4.169528e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 18305 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 19640 members 
Mstep: Class 7 contains 10989 members 
Mstep: Class 8 contains 1238 members 
Mstep: Class 10 contains 6638 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 188844 members 
Mstep: Class 14 contains 3436 members 
Mstep: Class 16 contains 21472 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25598 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 41880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695252.000000 Penalty: 39716.023438
Iteration 73Q: 20 clusters Score -4.169525e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 18299 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 19631 members 
Mstep: Class 7 contains 11027 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 10 contains 6638 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 188804 members 
Mstep: Class 14 contains 3473 members 
Mstep: Class 16 contains 21475 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 3383 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25615 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 41857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695268.000000 Penalty: 39716.023438
Iteration 74Q: 20 clusters Score -4.169527e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 18288 members 
Mstep: Class 3 contains 8217 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 19623 members 
Mstep: Class 7 contains 11068 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 10 contains 6642 members 
Mstep: Class 12 contains 11924 members 
Mstep: Class 13 contains 188768 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 16 contains 21476 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25621 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 41843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695212.000000 Penalty: 39716.023438
Iteration 75Q: 20 clusters Score -4.169521e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 18277 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 19611 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 10 contains 6639 members 
Mstep: Class 12 contains 11924 members 
Mstep: Class 13 contains 188749 members 
Mstep: Class 14 contains 3536 members 
Mstep: Class 16 contains 21480 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 3357 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25625 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 41822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695216.000000 Penalty: 39716.023438
Iteration 76Q: 20 clusters Score -4.169522e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 18270 members 
Mstep: Class 3 contains 8221 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3327 members 
Mstep: Class 6 contains 19599 members 
Mstep: Class 7 contains 11132 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 10 contains 6637 members 
Mstep: Class 12 contains 11924 members 
Mstep: Class 13 contains 188720 members 
Mstep: Class 14 contains 3556 members 
Mstep: Class 16 contains 21480 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25637 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 41814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695208.000000 Penalty: 39716.023438
Iteration 77Q: 20 clusters Score -4.169521e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 18259 members 
Mstep: Class 3 contains 8221 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 19592 members 
Mstep: Class 7 contains 11160 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 10 contains 6637 members 
Mstep: Class 12 contains 11924 members 
Mstep: Class 13 contains 188707 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 16 contains 21479 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25649 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 41810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695228.000000 Penalty: 39716.023438
Iteration 78Q: 20 clusters Score -4.169523e+07 nChanged 149
Entering ConstructFrom: 
Score: -41695228.000000 Penalty: 39716.023438
Entering ConstructFrom: 
Trying to split cluster 1 (15385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Entering Unmasked Estep 
Score: -1725277.750000 Penalty: 1566.686646
	Iteration 0F: 2 clusters Score -1725278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1714719.500000 Penalty: 3133.373291
	Iteration 0F: 3 clusters Score -1714720 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1718490.625000 Penalty: 3133.373291
	Iteration 1F: 3 clusters Score -1718491 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1718986.250000 Penalty: 3133.373291
	Iteration 2F: 3 clusters Score -1718986 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1719468.125000 Penalty: 3133.373291
	Iteration 3F: 3 clusters Score -1719468 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1720049.250000 Penalty: 3133.373291
	Iteration 4F: 3 clusters Score -1720049 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1720782.000000 Penalty: 3133.373291
	Iteration 5F: 3 clusters Score -1720782 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1721718.875000 Penalty: 3133.373291
	Iteration 6F: 3 clusters Score -1721719 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1722866.750000 Penalty: 3133.373291
	Iteration 7F: 3 clusters Score -1722867 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1723770.250000 Penalty: 3133.373291
	Iteration 8F: 3 clusters Score -1723770 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1724274.500000 Penalty: 3133.373291
	Iteration 9Q: 3 clusters Score -1724274 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1724567.250000 Penalty: 3133.373291
	Iteration 10Q: 3 clusters Score -1724567 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1724783.500000 Penalty: 3133.373291
	Iteration 11Q: 3 clusters Score -1724784 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1724881.750000 Penalty: 3133.373291
	Iteration 12Q: 3 clusters Score -1724882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1724926.500000 Penalty: 3133.373291
	Iteration 13Q: 3 clusters Score -1724926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1724939.250000 Penalty: 3133.373291
	Iteration 14Q: 3 clusters Score -1724939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1724952.375000 Penalty: 3133.373291
	Iteration 15Q: 3 clusters Score -1724952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1724957.125000 Penalty: 3133.373291
	Iteration 16Q: 3 clusters Score -1724957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1724960.625000 Penalty: 3133.373291
	Iteration 17Q: 3 clusters Score -1724961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1724967.875000 Penalty: 3133.373291
	Iteration 18Q: 3 clusters Score -1724968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1724967.250000 Penalty: 3133.373291
	Iteration 19Q: 3 clusters Score -1724967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1724966.750000 Penalty: 3133.373291
	Iteration 20F: 3 clusters Score -1724967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1724965.375000 Penalty: 3133.373291
	Iteration 21Q: 3 clusters Score -1724965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1724967.625000 Penalty: 3133.373291
	Iteration 22Q: 3 clusters Score -1724968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1724967.750000 Penalty: 3133.373291
	Iteration 23Q: 3 clusters Score -1724968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1724969.625000 Penalty: 3133.373291
	Iteration 24Q: 3 clusters Score -1724970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1724969.625000 Penalty: 3133.373291
	Iteration 25Q: 3 clusters Score -1724970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1724969.625000 Penalty: 3133.373291
	Iteration 26F: 3 clusters Score -1724970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Entering Unmasked Estep 
Score: -2044612.750000 Penalty: 1594.437012
	Iteration 0F: 2 clusters Score -2044613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2032229.875000 Penalty: 3188.874023
	Iteration 0F: 3 clusters Score -2032230 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2036745.000000 Penalty: 3188.874023
	Iteration 1F: 3 clusters Score -2036745 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2037083.500000 Penalty: 3188.874023
	Iteration 2Q: 3 clusters Score -2037084 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2037419.250000 Penalty: 3188.874023
	Iteration 3Q: 3 clusters Score -2037419 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2037738.875000 Penalty: 3188.874023
	Iteration 4Q: 3 clusters Score -2037739 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2038073.125000 Penalty: 3188.874023
	Iteration 5Q: 3 clusters Score -2038073 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2038467.500000 Penalty: 3188.874023
	Iteration 6Q: 3 clusters Score -2038468 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2039059.875000 Penalty: 3188.874023
	Iteration 7Q: 3 clusters Score -2039060 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2039856.375000 Penalty: 3188.874023
	Iteration 8F: 3 clusters Score -2039856 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2040849.875000 Penalty: 3188.874023
	Iteration 9F: 3 clusters Score -2040850 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2041781.375000 Penalty: 3188.874023
	Iteration 10F: 3 clusters Score -2041781 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2042532.250000 Penalty: 3188.874023
	Iteration 11Q: 3 clusters Score -2042532 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2042999.875000 Penalty: 3188.874023
	Iteration 12Q: 3 clusters Score -2043000 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2043397.000000 Penalty: 3188.874023
	Iteration 13Q: 3 clusters Score -2043397 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2043669.875000 Penalty: 3188.874023
	Iteration 14Q: 3 clusters Score -2043670 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2043903.625000 Penalty: 3188.874023
	Iteration 15Q: 3 clusters Score -2043904 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2044102.875000 Penalty: 3188.874023
	Iteration 16Q: 3 clusters Score -2044103 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2044281.500000 Penalty: 3188.874023
	Iteration 17Q: 3 clusters Score -2044282 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2044451.625000 Penalty: 3188.874023
	Iteration 18Q: 3 clusters Score -2044452 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2044573.000000 Penalty: 3188.874023
	Iteration 19Q: 3 clusters Score -2044573 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2044655.875000 Penalty: 3188.874023
	Iteration 20F: 3 clusters Score -2044656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2044703.250000 Penalty: 3188.874023
	Iteration 21Q: 3 clusters Score -2044703 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2044731.750000 Penalty: 3188.874023
	Iteration 22Q: 3 clusters Score -2044732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2044761.375000 Penalty: 3188.874023
	Iteration 23Q: 3 clusters Score -2044761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2044770.500000 Penalty: 3188.874023
	Iteration 24Q: 3 clusters Score -2044770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2044777.875000 Penalty: 3188.874023
	Iteration 25Q: 3 clusters Score -2044778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2044787.875000 Penalty: 3188.874023
	Iteration 26Q: 3 clusters Score -2044788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2044797.375000 Penalty: 3188.874023
	Iteration 27Q: 3 clusters Score -2044797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2044795.125000 Penalty: 3188.874023
	Iteration 28Q: 3 clusters Score -2044795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2044796.375000 Penalty: 3188.874023
	Iteration 29Q: 3 clusters Score -2044796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2044804.125000 Penalty: 3188.874023
	Iteration 30Q: 3 clusters Score -2044804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2044813.750000 Penalty: 3188.874023
	Iteration 31Q: 3 clusters Score -2044814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2044809.875000 Penalty: 3188.874023
	Iteration 32Q: 3 clusters Score -2044810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2044812.500000 Penalty: 3188.874023
	Iteration 33Q: 3 clusters Score -2044812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2044814.375000 Penalty: 3188.874023
	Iteration 34Q: 3 clusters Score -2044814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2044818.500000 Penalty: 3188.874023
	Iteration 35Q: 3 clusters Score -2044818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2044819.250000 Penalty: 3188.874023
	Iteration 36Q: 3 clusters Score -2044819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2044817.625000 Penalty: 3188.874023
	Iteration 37Q: 3 clusters Score -2044818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2044817.125000 Penalty: 3188.874023
	Iteration 38Q: 3 clusters Score -2044817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2044818.750000 Penalty: 3188.874023
	Iteration 39Q: 3 clusters Score -2044819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2044816.875000 Penalty: 3188.874023
	Iteration 40F: 3 clusters Score -2044817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2044819.000000 Penalty: 3188.874023
	Iteration 41Q: 3 clusters Score -2044819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2044817.750000 Penalty: 3188.874023
	Iteration 42Q: 3 clusters Score -2044818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2044817.750000 Penalty: 3188.874023
	Iteration 43F: 3 clusters Score -2044818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 8223 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 19585 members 
Mstep: Class 7 contains 11184 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 9 contains 13508 members 
Mstep: Class 10 contains 6640 members 
Mstep: Class 12 contains 11926 members 
Mstep: Class 13 contains 188690 members 
Mstep: Class 14 contains 3577 members 
Mstep: Class 16 contains 21474 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25659 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 41803 members 
Entering Unmasked Estep 
Score: -41694972.000000 Penalty: 41806.339844
Splitting cluster 2 changes total score from -41695228.000000 to -41694972.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Entering Unmasked Estep 
Score: -889488.437500 Penalty: 1464.887207
	Iteration 0F: 2 clusters Score -889488.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -883508.812500 Penalty: 2929.774414
	Iteration 0F: 3 clusters Score -883508.8 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -885539.625000 Penalty: 2929.774414
	Iteration 1F: 3 clusters Score -885539.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -886031.687500 Penalty: 2929.774414
	Iteration 2F: 3 clusters Score -886031.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -886457.062500 Penalty: 2929.774414
	Iteration 3F: 3 clusters Score -886457.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -886755.750000 Penalty: 2929.774414
	Iteration 4F: 3 clusters Score -886755.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -887011.312500 Penalty: 2929.774414
	Iteration 5F: 3 clusters Score -887011.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -887260.062500 Penalty: 2929.774414
	Iteration 6F: 3 clusters Score -887260.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -887477.437500 Penalty: 2929.774414
	Iteration 7Q: 3 clusters Score -887477.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -887695.937500 Penalty: 2929.774414
	Iteration 8Q: 3 clusters Score -887695.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -887865.250000 Penalty: 2929.774414
	Iteration 9Q: 3 clusters Score -887865.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -887990.750000 Penalty: 2929.774414
	Iteration 10Q: 3 clusters Score -887990.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -888091.437500 Penalty: 2929.774414
	Iteration 11Q: 3 clusters Score -888091.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -888175.937500 Penalty: 2929.774414
	Iteration 12Q: 3 clusters Score -888175.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -888250.812500 Penalty: 2929.774414
	Iteration 13Q: 3 clusters Score -888250.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -888342.062500 Penalty: 2929.774414
	Iteration 14Q: 3 clusters Score -888342.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -888426.812500 Penalty: 2929.774414
	Iteration 15Q: 3 clusters Score -888426.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -888520.500000 Penalty: 2929.774414
	Iteration 16Q: 3 clusters Score -888520.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -888619.500000 Penalty: 2929.774414
	Iteration 17Q: 3 clusters Score -888619.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -888714.562500 Penalty: 2929.774414
	Iteration 18Q: 3 clusters Score -888714.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -888786.062500 Penalty: 2929.774414
	Iteration 19Q: 3 clusters Score -888786.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -888849.437500 Penalty: 2929.774414
	Iteration 20F: 3 clusters Score -888849.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -888896.375000 Penalty: 2929.774414
	Iteration 21Q: 3 clusters Score -888896.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -888940.687500 Penalty: 2929.774414
	Iteration 22Q: 3 clusters Score -888940.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -888983.500000 Penalty: 2929.774414
	Iteration 23Q: 3 clusters Score -888983.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -889013.562500 Penalty: 2929.774414
	Iteration 24Q: 3 clusters Score -889013.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -889036.250000 Penalty: 2929.774414
	Iteration 25Q: 3 clusters Score -889036.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -889058.125000 Penalty: 2929.774414
	Iteration 26Q: 3 clusters Score -889058.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -889065.812500 Penalty: 2929.774414
	Iteration 27Q: 3 clusters Score -889065.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -889076.875000 Penalty: 2929.774414
	Iteration 28Q: 3 clusters Score -889076.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -889090.625000 Penalty: 2929.774414
	Iteration 29Q: 3 clusters Score -889090.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -889099.375000 Penalty: 2929.774414
	Iteration 30Q: 3 clusters Score -889099.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -889108.687500 Penalty: 2929.774414
	Iteration 31Q: 3 clusters Score -889108.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -889126.500000 Penalty: 2929.774414
	Iteration 32Q: 3 clusters Score -889126.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -889136.250000 Penalty: 2929.774414
	Iteration 33Q: 3 clusters Score -889136.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -889141.875000 Penalty: 2929.774414
	Iteration 34Q: 3 clusters Score -889141.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -889146.812500 Penalty: 2929.774414
	Iteration 35Q: 3 clusters Score -889146.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -889151.375000 Penalty: 2929.774414
	Iteration 36Q: 3 clusters Score -889151.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -889153.625000 Penalty: 2929.774414
	Iteration 37Q: 3 clusters Score -889153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -889155.750000 Penalty: 2929.774414
	Iteration 38Q: 3 clusters Score -889155.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -889154.875000 Penalty: 2929.774414
	Iteration 39Q: 3 clusters Score -889154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -889155.250000 Penalty: 2929.774414
	Iteration 40F: 3 clusters Score -889155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -889155.625000 Penalty: 2929.774414
	Iteration 41Q: 3 clusters Score -889155.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -889159.125000 Penalty: 2929.774414
	Iteration 42Q: 3 clusters Score -889159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -889160.000000 Penalty: 2929.774414
	Iteration 43Q: 3 clusters Score -889160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -889160.375000 Penalty: 2929.774414
	Iteration 44Q: 3 clusters Score -889160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -889160.375000 Penalty: 2929.774414
	Iteration 45F: 3 clusters Score -889160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -36990.175781 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -36990.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36012.960938 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -36012.96 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36158.601562 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -36158.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36200.996094 Penalty: 1967.692871
	Iteration 2Q: 3 clusters Score -36201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36223.515625 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -36223.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36244.539062 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -36244.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36265.515625 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -36265.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36291.761719 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -36291.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36322.785156 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -36322.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36370.238281 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -36370.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36405.714844 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -36405.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36436.007812 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -36436.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36525.265625 Penalty: 1967.692871
	Iteration 11Q: 3 clusters Score -36525.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36601.878906 Penalty: 1967.692871
	Iteration 12Q: 3 clusters Score -36601.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36674.667969 Penalty: 1967.692871
	Iteration 13F: 3 clusters Score -36674.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36721.437500 Penalty: 1967.692871
	Iteration 14Q: 3 clusters Score -36721.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36746.167969 Penalty: 1967.692871
	Iteration 15Q: 3 clusters Score -36746.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36775.085938 Penalty: 1967.692871
	Iteration 16Q: 3 clusters Score -36775.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36790.054688 Penalty: 1967.692871
	Iteration 17Q: 3 clusters Score -36790.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36808.738281 Penalty: 1967.692871
	Iteration 18Q: 3 clusters Score -36808.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36830.011719 Penalty: 1967.692871
	Iteration 19Q: 3 clusters Score -36830.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36847.203125 Penalty: 1967.692871
	Iteration 20F: 3 clusters Score -36847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36852.402344 Penalty: 1967.692871
	Iteration 21Q: 3 clusters Score -36852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36854.539062 Penalty: 1967.692871
	Iteration 22Q: 3 clusters Score -36854.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36854.539062 Penalty: 1967.692871
	Iteration 23F: 3 clusters Score -36854.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -369692.656250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -369692.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -366785.625000 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -366785.6 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -367531.218750 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -367531.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -367665.812500 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -367665.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -367737.968750 Penalty: 2636.083984
	Iteration 3Q: 3 clusters Score -367738 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -367797.437500 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -367797.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -367851.312500 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -367851.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -367895.312500 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -367895.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -367946.031250 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -367946 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -367990.781250 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -367990.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -368043.218750 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -368043.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -368115.375000 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -368115.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -368189.781250 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -368189.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -368250.812500 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -368250.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -368305.812500 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -368305.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -368360.250000 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -368360.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -368427.343750 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -368427.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -368482.343750 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -368482.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -368518.968750 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -368519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -368575.031250 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -368575 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -368634.625000 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -368634.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -368678.187500 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -368678.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -368709.718750 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -368709.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -368735.218750 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -368735.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -368756.500000 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -368756.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -368770.156250 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -368770.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -368780.468750 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -368780.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -368784.312500 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -368784.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -368785.781250 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -368785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -368787.750000 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -368787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -368788.562500 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -368788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -368790.906250 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -368790.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -368791.625000 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -368791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -368792.812500 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -368792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -368792.968750 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -368793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -368793.312500 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -368793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -368794.468750 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -368794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -368794.468750 Penalty: 2636.083984
	Iteration 36F: 3 clusters Score -368794.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Entering Unmasked Estep 
Score: -2210987.250000 Penalty: 1605.909302
	Iteration 0F: 2 clusters Score -2210987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2197581.500000 Penalty: 3211.818604
	Iteration 0F: 3 clusters Score -2197582 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2202428.500000 Penalty: 3211.818604
	Iteration 1F: 3 clusters Score -2202428 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2202755.000000 Penalty: 3211.818604
	Iteration 2F: 3 clusters Score -2202755 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2203090.250000 Penalty: 3211.818604
	Iteration 3Q: 3 clusters Score -2203090 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2203436.250000 Penalty: 3211.818604
	Iteration 4Q: 3 clusters Score -2203436 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2203900.750000 Penalty: 3211.818604
	Iteration 5Q: 3 clusters Score -2203901 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2204553.750000 Penalty: 3211.818604
	Iteration 6F: 3 clusters Score -2204554 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2205472.750000 Penalty: 3211.818604
	Iteration 7F: 3 clusters Score -2205473 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2206538.750000 Penalty: 3211.818604
	Iteration 8F: 3 clusters Score -2206539 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2207600.000000 Penalty: 3211.818604
	Iteration 9F: 3 clusters Score -2207600 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2208456.000000 Penalty: 3211.818604
	Iteration 10Q: 3 clusters Score -2208456 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2208991.250000 Penalty: 3211.818604
	Iteration 11Q: 3 clusters Score -2208991 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2209256.750000 Penalty: 3211.818604
	Iteration 12Q: 3 clusters Score -2209257 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2209389.250000 Penalty: 3211.818604
	Iteration 13Q: 3 clusters Score -2209389 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2209463.500000 Penalty: 3211.818604
	Iteration 14Q: 3 clusters Score -2209464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2209515.000000 Penalty: 3211.818604
	Iteration 15Q: 3 clusters Score -2209515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2209534.000000 Penalty: 3211.818604
	Iteration 16Q: 3 clusters Score -2209534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2209550.500000 Penalty: 3211.818604
	Iteration 17Q: 3 clusters Score -2209550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2209563.000000 Penalty: 3211.818604
	Iteration 18Q: 3 clusters Score -2209563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2209575.750000 Penalty: 3211.818604
	Iteration 19Q: 3 clusters Score -2209576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2209584.250000 Penalty: 3211.818604
	Iteration 20F: 3 clusters Score -2209584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2209587.500000 Penalty: 3211.818604
	Iteration 21Q: 3 clusters Score -2209588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2209590.250000 Penalty: 3211.818604
	Iteration 22Q: 3 clusters Score -2209590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2209593.000000 Penalty: 3211.818604
	Iteration 23Q: 3 clusters Score -2209593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2209598.000000 Penalty: 3211.818604
	Iteration 24Q: 3 clusters Score -2209598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2209600.750000 Penalty: 3211.818604
	Iteration 25Q: 3 clusters Score -2209601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2209605.250000 Penalty: 3211.818604
	Iteration 26Q: 3 clusters Score -2209605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2209605.250000 Penalty: 3211.818604
	Iteration 27F: 3 clusters Score -2209605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Entering Unmasked Estep 
Score: -1191716.875000 Penalty: 1514.864014
	Iteration 0F: 2 clusters Score -1191717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1183714.625000 Penalty: 3029.728027
	Iteration 0F: 3 clusters Score -1183715 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1186335.250000 Penalty: 3029.728027
	Iteration 1F: 3 clusters Score -1186335 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1186586.375000 Penalty: 3029.728027
	Iteration 2F: 3 clusters Score -1186586 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1186805.375000 Penalty: 3029.728027
	Iteration 3F: 3 clusters Score -1186805 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1187032.625000 Penalty: 3029.728027
	Iteration 4Q: 3 clusters Score -1187033 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1187236.875000 Penalty: 3029.728027
	Iteration 5Q: 3 clusters Score -1187237 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1187455.875000 Penalty: 3029.728027
	Iteration 6Q: 3 clusters Score -1187456 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1187715.625000 Penalty: 3029.728027
	Iteration 7Q: 3 clusters Score -1187716 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1187976.750000 Penalty: 3029.728027
	Iteration 8Q: 3 clusters Score -1187977 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1188261.125000 Penalty: 3029.728027
	Iteration 9Q: 3 clusters Score -1188261 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1188617.500000 Penalty: 3029.728027
	Iteration 10Q: 3 clusters Score -1188618 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1189008.625000 Penalty: 3029.728027
	Iteration 11Q: 3 clusters Score -1189009 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1189354.875000 Penalty: 3029.728027
	Iteration 12Q: 3 clusters Score -1189355 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1189628.375000 Penalty: 3029.728027
	Iteration 13Q: 3 clusters Score -1189628 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1189846.125000 Penalty: 3029.728027
	Iteration 14Q: 3 clusters Score -1189846 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1190002.000000 Penalty: 3029.728027
	Iteration 15Q: 3 clusters Score -1190002 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1190162.000000 Penalty: 3029.728027
	Iteration 16Q: 3 clusters Score -1190162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1190272.500000 Penalty: 3029.728027
	Iteration 17Q: 3 clusters Score -1190272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1190350.750000 Penalty: 3029.728027
	Iteration 18Q: 3 clusters Score -1190351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1190409.250000 Penalty: 3029.728027
	Iteration 19Q: 3 clusters Score -1190409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1190450.500000 Penalty: 3029.728027
	Iteration 20F: 3 clusters Score -1190450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1190471.375000 Penalty: 3029.728027
	Iteration 21Q: 3 clusters Score -1190471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1190486.500000 Penalty: 3029.728027
	Iteration 22Q: 3 clusters Score -1190486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1190499.500000 Penalty: 3029.728027
	Iteration 23Q: 3 clusters Score -1190500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1190508.125000 Penalty: 3029.728027
	Iteration 24Q: 3 clusters Score -1190508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1190514.625000 Penalty: 3029.728027
	Iteration 25Q: 3 clusters Score -1190515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1190515.000000 Penalty: 3029.728027
	Iteration 26Q: 3 clusters Score -1190515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1190515.125000 Penalty: 3029.728027
	Iteration 27Q: 3 clusters Score -1190515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1190515.125000 Penalty: 3029.728027
	Iteration 28Q: 3 clusters Score -1190515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1190516.750000 Penalty: 3029.728027
	Iteration 29Q: 3 clusters Score -1190517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1190517.500000 Penalty: 3029.728027
	Iteration 30Q: 3 clusters Score -1190518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1190517.500000 Penalty: 3029.728027
	Iteration 31F: 3 clusters Score -1190518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -126603.781250 Penalty: 1156.282104
	Iteration 0F: 2 clusters Score -126603.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -124983.445312 Penalty: 2312.564209
	Iteration 0F: 3 clusters Score -124983.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -125541.570312 Penalty: 2312.564209
	Iteration 1F: 3 clusters Score -125541.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125699.523438 Penalty: 2312.564209
	Iteration 2F: 3 clusters Score -125699.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125791.226562 Penalty: 2312.564209
	Iteration 3F: 3 clusters Score -125791.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -125885.875000 Penalty: 2312.564209
	Iteration 4F: 3 clusters Score -125885.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -125954.351562 Penalty: 2312.564209
	Iteration 5Q: 3 clusters Score -125954.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -126018.210938 Penalty: 2312.564209
	Iteration 6Q: 3 clusters Score -126018.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -126052.968750 Penalty: 2312.564209
	Iteration 7Q: 3 clusters Score -126053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -126075.031250 Penalty: 2312.564209
	Iteration 8Q: 3 clusters Score -126075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -126094.101562 Penalty: 2312.564209
	Iteration 9Q: 3 clusters Score -126094.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -126116.164062 Penalty: 2312.564209
	Iteration 10Q: 3 clusters Score -126116.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -126142.859375 Penalty: 2312.564209
	Iteration 11Q: 3 clusters Score -126142.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -126193.921875 Penalty: 2312.564209
	Iteration 12Q: 3 clusters Score -126193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -126214.570312 Penalty: 2312.564209
	Iteration 13Q: 3 clusters Score -126214.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -126229.695312 Penalty: 2312.564209
	Iteration 14Q: 3 clusters Score -126229.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -126238.914062 Penalty: 2312.564209
	Iteration 15Q: 3 clusters Score -126238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -126251.609375 Penalty: 2312.564209
	Iteration 16Q: 3 clusters Score -126251.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -126264.804688 Penalty: 2312.564209
	Iteration 17Q: 3 clusters Score -126264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -126281.078125 Penalty: 2312.564209
	Iteration 18Q: 3 clusters Score -126281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -126289.890625 Penalty: 2312.564209
	Iteration 19Q: 3 clusters Score -126289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -126298.187500 Penalty: 2312.564209
	Iteration 20F: 3 clusters Score -126298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -126304.250000 Penalty: 2312.564209
	Iteration 21Q: 3 clusters Score -126304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -126312.601562 Penalty: 2312.564209
	Iteration 22Q: 3 clusters Score -126312.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -126319.437500 Penalty: 2312.564209
	Iteration 23Q: 3 clusters Score -126319.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -126332.039062 Penalty: 2312.564209
	Iteration 24Q: 3 clusters Score -126332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -126343.492188 Penalty: 2312.564209
	Iteration 25Q: 3 clusters Score -126343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -126350.539062 Penalty: 2312.564209
	Iteration 26Q: 3 clusters Score -126350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -126353.109375 Penalty: 2312.564209
	Iteration 27Q: 3 clusters Score -126353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -126353.109375 Penalty: 2312.564209
	Iteration 28F: 3 clusters Score -126353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Entering Unmasked Estep 
Score: -704451.750000 Penalty: 1430.140869
	Iteration 0F: 2 clusters Score -704451.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -699408.000000 Penalty: 2860.281738
	Iteration 0F: 3 clusters Score -699408 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -701010.625000 Penalty: 2860.281738
	Iteration 1F: 3 clusters Score -701010.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -701417.312500 Penalty: 2860.281738
	Iteration 2F: 3 clusters Score -701417.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -701879.375000 Penalty: 2860.281738
	Iteration 3F: 3 clusters Score -701879.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -702332.625000 Penalty: 2860.281738
	Iteration 4F: 3 clusters Score -702332.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -702760.812500 Penalty: 2860.281738
	Iteration 5F: 3 clusters Score -702760.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -703045.250000 Penalty: 2860.281738
	Iteration 6F: 3 clusters Score -703045.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -703230.875000 Penalty: 2860.281738
	Iteration 7Q: 3 clusters Score -703230.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -703333.500000 Penalty: 2860.281738
	Iteration 8Q: 3 clusters Score -703333.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -703376.750000 Penalty: 2860.281738
	Iteration 9Q: 3 clusters Score -703376.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -703406.062500 Penalty: 2860.281738
	Iteration 10Q: 3 clusters Score -703406.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -703426.062500 Penalty: 2860.281738
	Iteration 11Q: 3 clusters Score -703426.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -703435.750000 Penalty: 2860.281738
	Iteration 12Q: 3 clusters Score -703435.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -703446.250000 Penalty: 2860.281738
	Iteration 13Q: 3 clusters Score -703446.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -703454.625000 Penalty: 2860.281738
	Iteration 14Q: 3 clusters Score -703454.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -703460.062500 Penalty: 2860.281738
	Iteration 15Q: 3 clusters Score -703460.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -703468.062500 Penalty: 2860.281738
	Iteration 16Q: 3 clusters Score -703468.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -703475.312500 Penalty: 2860.281738
	Iteration 17Q: 3 clusters Score -703475.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -703479.000000 Penalty: 2860.281738
	Iteration 18Q: 3 clusters Score -703479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -703480.562500 Penalty: 2860.281738
	Iteration 19Q: 3 clusters Score -703480.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -703485.687500 Penalty: 2860.281738
	Iteration 20F: 3 clusters Score -703485.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -703487.562500 Penalty: 2860.281738
	Iteration 21Q: 3 clusters Score -703487.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -703490.562500 Penalty: 2860.281738
	Iteration 22Q: 3 clusters Score -703490.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -703493.812500 Penalty: 2860.281738
	Iteration 23Q: 3 clusters Score -703493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -703495.500000 Penalty: 2860.281738
	Iteration 24Q: 3 clusters Score -703495.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -703496.875000 Penalty: 2860.281738
	Iteration 25Q: 3 clusters Score -703496.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -703498.625000 Penalty: 2860.281738
	Iteration 26Q: 3 clusters Score -703498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -703498.812500 Penalty: 2860.281738
	Iteration 27Q: 3 clusters Score -703498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -703499.750000 Penalty: 2860.281738
	Iteration 28Q: 3 clusters Score -703499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -703501.562500 Penalty: 2860.281738
	Iteration 29Q: 3 clusters Score -703501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -703501.187500 Penalty: 2860.281738
	Iteration 30Q: 3 clusters Score -703501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -703502.000000 Penalty: 2860.281738
	Iteration 31Q: 3 clusters Score -703502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -703501.687500 Penalty: 2860.281738
	Iteration 32Q: 3 clusters Score -703501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -703500.375000 Penalty: 2860.281738
	Iteration 33Q: 3 clusters Score -703500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -703502.062500 Penalty: 2860.281738
	Iteration 34Q: 3 clusters Score -703502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -703502.062500 Penalty: 2860.281738
	Iteration 35F: 3 clusters Score -703502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Entering Unmasked Estep 
Score: -1344408.250000 Penalty: 1525.302490
	Iteration 0F: 2 clusters Score -1344408 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 5910 members 
Entering Unmasked Estep 
Score: -1336105.125000 Penalty: 3050.604980
	Iteration 0F: 3 clusters Score -1336105 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1338804.250000 Penalty: 3050.604980
	Iteration 1F: 3 clusters Score -1338804 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1339106.750000 Penalty: 3050.604980
	Iteration 2F: 3 clusters Score -1339107 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1339377.000000 Penalty: 3050.604980
	Iteration 3F: 3 clusters Score -1339377 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1339631.625000 Penalty: 3050.604980
	Iteration 4Q: 3 clusters Score -1339632 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1339905.250000 Penalty: 3050.604980
	Iteration 5Q: 3 clusters Score -1339905 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1340209.250000 Penalty: 3050.604980
	Iteration 6Q: 3 clusters Score -1340209 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1340584.250000 Penalty: 3050.604980
	Iteration 7Q: 3 clusters Score -1340584 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1341038.125000 Penalty: 3050.604980
	Iteration 8F: 3 clusters Score -1341038 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1341461.875000 Penalty: 3050.604980
	Iteration 9Q: 3 clusters Score -1341462 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1341828.250000 Penalty: 3050.604980
	Iteration 10Q: 3 clusters Score -1341828 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1342140.500000 Penalty: 3050.604980
	Iteration 11Q: 3 clusters Score -1342140 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1342362.000000 Penalty: 3050.604980
	Iteration 12Q: 3 clusters Score -1342362 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1342519.000000 Penalty: 3050.604980
	Iteration 13Q: 3 clusters Score -1342519 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1342632.750000 Penalty: 3050.604980
	Iteration 14Q: 3 clusters Score -1342633 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1342718.750000 Penalty: 3050.604980
	Iteration 15Q: 3 clusters Score -1342719 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1342786.750000 Penalty: 3050.604980
	Iteration 16Q: 3 clusters Score -1342787 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1342835.000000 Penalty: 3050.604980
	Iteration 17Q: 3 clusters Score -1342835 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1342881.125000 Penalty: 3050.604980
	Iteration 18Q: 3 clusters Score -1342881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1342922.375000 Penalty: 3050.604980
	Iteration 19Q: 3 clusters Score -1342922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1342945.375000 Penalty: 3050.604980
	Iteration 20F: 3 clusters Score -1342945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1342961.375000 Penalty: 3050.604980
	Iteration 21Q: 3 clusters Score -1342961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1342981.875000 Penalty: 3050.604980
	Iteration 22Q: 3 clusters Score -1342982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1342990.000000 Penalty: 3050.604980
	Iteration 23Q: 3 clusters Score -1342990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1342998.250000 Penalty: 3050.604980
	Iteration 24Q: 3 clusters Score -1342998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1343018.500000 Penalty: 3050.604980
	Iteration 25Q: 3 clusters Score -1343018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1343035.250000 Penalty: 3050.604980
	Iteration 26Q: 3 clusters Score -1343035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1343048.750000 Penalty: 3050.604980
	Iteration 27Q: 3 clusters Score -1343049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1343061.750000 Penalty: 3050.604980
	Iteration 28Q: 3 clusters Score -1343062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1343069.000000 Penalty: 3050.604980
	Iteration 29Q: 3 clusters Score -1343069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1343088.500000 Penalty: 3050.604980
	Iteration 30Q: 3 clusters Score -1343088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1343104.375000 Penalty: 3050.604980
	Iteration 31Q: 3 clusters Score -1343104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1343119.750000 Penalty: 3050.604980
	Iteration 32Q: 3 clusters Score -1343120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1343130.875000 Penalty: 3050.604980
	Iteration 33Q: 3 clusters Score -1343131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1343139.750000 Penalty: 3050.604980
	Iteration 34Q: 3 clusters Score -1343140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1343145.625000 Penalty: 3050.604980
	Iteration 35Q: 3 clusters Score -1343146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1343146.875000 Penalty: 3050.604980
	Iteration 36Q: 3 clusters Score -1343147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1343150.625000 Penalty: 3050.604980
	Iteration 37Q: 3 clusters Score -1343151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1343153.125000 Penalty: 3050.604980
	Iteration 38Q: 3 clusters Score -1343153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1343157.500000 Penalty: 3050.604980
	Iteration 39Q: 3 clusters Score -1343158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1343168.000000 Penalty: 3050.604980
	Iteration 40F: 3 clusters Score -1343168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1343181.375000 Penalty: 3050.604980
	Iteration 41Q: 3 clusters Score -1343181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1343190.500000 Penalty: 3050.604980
	Iteration 42Q: 3 clusters Score -1343190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1343197.625000 Penalty: 3050.604980
	Iteration 43Q: 3 clusters Score -1343198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1343202.750000 Penalty: 3050.604980
	Iteration 44Q: 3 clusters Score -1343203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1343204.625000 Penalty: 3050.604980
	Iteration 45Q: 3 clusters Score -1343205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1343205.750000 Penalty: 3050.604980
	Iteration 46Q: 3 clusters Score -1343206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1343207.125000 Penalty: 3050.604980
	Iteration 47Q: 3 clusters Score -1343207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1343211.250000 Penalty: 3050.604980
	Iteration 48Q: 3 clusters Score -1343211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1343209.750000 Penalty: 3050.604980
	Iteration 49Q: 3 clusters Score -1343210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1343211.250000 Penalty: 3050.604980
	Iteration 50Q: 3 clusters Score -1343211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1343213.500000 Penalty: 3050.604980
	Iteration 51Q: 3 clusters Score -1343214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1343213.500000 Penalty: 3050.604980
	Iteration 52F: 3 clusters Score -1343214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (188690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188690 members 
Entering Unmasked Estep 
Score: -20663972.000000 Penalty: 1974.027344
	Iteration 0F: 2 clusters Score -2.066397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 94400 members 
Entering Unmasked Estep 
Score: -20556958.000000 Penalty: 3948.054688
	Iteration 0F: 3 clusters Score -2.055696e+07 nChanged 91544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -20610590.000000 Penalty: 3948.054688
	Iteration 1F: 3 clusters Score -2.061059e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 94103 members 
Entering Unmasked Estep 
Score: -20611384.000000 Penalty: 3948.054688
	Iteration 2Q: 3 clusters Score -2.061138e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -20612590.000000 Penalty: 3948.054688
	Iteration 3Q: 3 clusters Score -2.061259e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
Score: -20614628.000000 Penalty: 3948.054688
	Iteration 4Q: 3 clusters Score -2.061463e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -20617374.000000 Penalty: 3948.054688
	Iteration 5Q: 3 clusters Score -2.061737e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 105279 members 
Entering Unmasked Estep 
Score: -20620918.000000 Penalty: 3948.054688
	Iteration 6Q: 3 clusters Score -2.062092e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -20625628.000000 Penalty: 3948.054688
	Iteration 7F: 3 clusters Score -2.062563e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -20631498.000000 Penalty: 3948.054688
	Iteration 8F: 3 clusters Score -2.06315e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -20637882.000000 Penalty: 3948.054688
	Iteration 9F: 3 clusters Score -2.063788e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 137484 members 
Entering Unmasked Estep 
Score: -20643942.000000 Penalty: 3948.054688
	Iteration 10F: 3 clusters Score -2.064394e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 144270 members 
Entering Unmasked Estep 
Score: -20648494.000000 Penalty: 3948.054688
	Iteration 11Q: 3 clusters Score -2.064849e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 149462 members 
Entering Unmasked Estep 
Score: -20651290.000000 Penalty: 3948.054688
	Iteration 12Q: 3 clusters Score -2.065129e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -20652818.000000 Penalty: 3948.054688
	Iteration 13Q: 3 clusters Score -2.065282e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 157339 members 
Entering Unmasked Estep 
Score: -20653764.000000 Penalty: 3948.054688
	Iteration 14Q: 3 clusters Score -2.065376e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -20654460.000000 Penalty: 3948.054688
	Iteration 15Q: 3 clusters Score -2.065446e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 163452 members 
Entering Unmasked Estep 
Score: -20655114.000000 Penalty: 3948.054688
	Iteration 16Q: 3 clusters Score -2.065511e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 166173 members 
Entering Unmasked Estep 
Score: -20655654.000000 Penalty: 3948.054688
	Iteration 17Q: 3 clusters Score -2.065565e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 168640 members 
Entering Unmasked Estep 
Score: -20656284.000000 Penalty: 3948.054688
	Iteration 18Q: 3 clusters Score -2.065628e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 170814 members 
Entering Unmasked Estep 
Score: -20656866.000000 Penalty: 3948.054688
	Iteration 19Q: 3 clusters Score -2.065687e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 172801 members 
Entering Unmasked Estep 
Score: -20657222.000000 Penalty: 3948.054688
	Iteration 20F: 3 clusters Score -2.065722e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 174578 members 
Entering Unmasked Estep 
Score: -20657646.000000 Penalty: 3948.054688
	Iteration 21Q: 3 clusters Score -2.065765e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 176133 members 
Entering Unmasked Estep 
Score: -20658044.000000 Penalty: 3948.054688
	Iteration 22Q: 3 clusters Score -2.065804e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -20658196.000000 Penalty: 3948.054688
	Iteration 23Q: 3 clusters Score -2.06582e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 178782 members 
Entering Unmasked Estep 
Score: -20658536.000000 Penalty: 3948.054688
	Iteration 24Q: 3 clusters Score -2.065854e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 179867 members 
Entering Unmasked Estep 
Score: -20658812.000000 Penalty: 3948.054688
	Iteration 25Q: 3 clusters Score -2.065881e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 180859 members 
Entering Unmasked Estep 
Score: -20659058.000000 Penalty: 3948.054688
	Iteration 26Q: 3 clusters Score -2.065906e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 181719 members 
Entering Unmasked Estep 
Score: -20659398.000000 Penalty: 3948.054688
	Iteration 27Q: 3 clusters Score -2.06594e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 182529 members 
Entering Unmasked Estep 
Score: -20659756.000000 Penalty: 3948.054688
	Iteration 28Q: 3 clusters Score -2.065976e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 183260 members 
Entering Unmasked Estep 
Score: -20660146.000000 Penalty: 3948.054688
	Iteration 29Q: 3 clusters Score -2.066015e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 183894 members 
Entering Unmasked Estep 
Score: -20660380.000000 Penalty: 3948.054688
	Iteration 30Q: 3 clusters Score -2.066038e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 184459 members 
Entering Unmasked Estep 
Score: -20660680.000000 Penalty: 3948.054688
	Iteration 31Q: 3 clusters Score -2.066068e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 184937 members 
Entering Unmasked Estep 
Score: -20660928.000000 Penalty: 3948.054688
	Iteration 32Q: 3 clusters Score -2.066093e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 185337 members 
Entering Unmasked Estep 
Score: -20661092.000000 Penalty: 3948.054688
	Iteration 33Q: 3 clusters Score -2.066109e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 185688 members 
Entering Unmasked Estep 
Score: -20661224.000000 Penalty: 3948.054688
	Iteration 34Q: 3 clusters Score -2.066122e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 186000 members 
Entering Unmasked Estep 
Score: -20661384.000000 Penalty: 3948.054688
	Iteration 35Q: 3 clusters Score -2.066138e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 186253 members 
Entering Unmasked Estep 
Score: -20661448.000000 Penalty: 3948.054688
	Iteration 36Q: 3 clusters Score -2.066145e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 186447 members 
Entering Unmasked Estep 
Score: -20661578.000000 Penalty: 3948.054688
	Iteration 37Q: 3 clusters Score -2.066158e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 186621 members 
Entering Unmasked Estep 
Score: -20661672.000000 Penalty: 3948.054688
	Iteration 38Q: 3 clusters Score -2.066167e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 186778 members 
Entering Unmasked Estep 
Score: -20661718.000000 Penalty: 3948.054688
	Iteration 39Q: 3 clusters Score -2.066172e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 186928 members 
Entering Unmasked Estep 
Score: -20661786.000000 Penalty: 3948.054688
	Iteration 40F: 3 clusters Score -2.066179e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 187066 members 
Entering Unmasked Estep 
Score: -20661866.000000 Penalty: 3948.054688
	Iteration 41Q: 3 clusters Score -2.066187e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 187177 members 
Entering Unmasked Estep 
Score: -20661892.000000 Penalty: 3948.054688
	Iteration 42Q: 3 clusters Score -2.066189e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 187275 members 
Entering Unmasked Estep 
Score: -20661944.000000 Penalty: 3948.054688
	Iteration 43Q: 3 clusters Score -2.066194e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 187347 members 
Entering Unmasked Estep 
Score: -20661988.000000 Penalty: 3948.054688
	Iteration 44Q: 3 clusters Score -2.066199e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 187395 members 
Entering Unmasked Estep 
Score: -20661980.000000 Penalty: 3948.054688
	Iteration 45Q: 3 clusters Score -2.066198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 187434 members 
Entering Unmasked Estep 
Score: -20662024.000000 Penalty: 3948.054688
	Iteration 46Q: 3 clusters Score -2.066202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 187469 members 
Entering Unmasked Estep 
Score: -20662066.000000 Penalty: 3948.054688
	Iteration 47Q: 3 clusters Score -2.066207e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 187517 members 
Entering Unmasked Estep 
Score: -20662060.000000 Penalty: 3948.054688
	Iteration 48Q: 3 clusters Score -2.066206e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 187556 members 
Entering Unmasked Estep 
Score: -20662088.000000 Penalty: 3948.054688
	Iteration 49Q: 3 clusters Score -2.066209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 187587 members 
Entering Unmasked Estep 
Score: -20662096.000000 Penalty: 3948.054688
	Iteration 50Q: 3 clusters Score -2.06621e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 187625 members 
Entering Unmasked Estep 
Score: -20662110.000000 Penalty: 3948.054688
	Iteration 51Q: 3 clusters Score -2.066211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 187656 members 
Entering Unmasked Estep 
Score: -20662176.000000 Penalty: 3948.054688
	Iteration 52Q: 3 clusters Score -2.066218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 187686 members 
Entering Unmasked Estep 
Score: -20662188.000000 Penalty: 3948.054688
	Iteration 53Q: 3 clusters Score -2.066219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 187710 members 
Entering Unmasked Estep 
Score: -20662216.000000 Penalty: 3948.054688
	Iteration 54Q: 3 clusters Score -2.066222e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 187732 members 
Entering Unmasked Estep 
Score: -20662218.000000 Penalty: 3948.054688
	Iteration 55Q: 3 clusters Score -2.066222e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 187754 members 
Entering Unmasked Estep 
Score: -20662242.000000 Penalty: 3948.054688
	Iteration 56Q: 3 clusters Score -2.066224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 187777 members 
Entering Unmasked Estep 
Score: -20662260.000000 Penalty: 3948.054688
	Iteration 57Q: 3 clusters Score -2.066226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 187806 members 
Entering Unmasked Estep 
Score: -20662260.000000 Penalty: 3948.054688
	Iteration 58Q: 3 clusters Score -2.066226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 187828 members 
Entering Unmasked Estep 
Score: -20662286.000000 Penalty: 3948.054688
	Iteration 59Q: 3 clusters Score -2.066229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 187843 members 
Entering Unmasked Estep 
Score: -20662294.000000 Penalty: 3948.054688
	Iteration 60F: 3 clusters Score -2.066229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 187856 members 
Entering Unmasked Estep 
Score: -20662328.000000 Penalty: 3948.054688
	Iteration 61Q: 3 clusters Score -2.066233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 187866 members 
Entering Unmasked Estep 
Score: -20662304.000000 Penalty: 3948.054688
	Iteration 62Q: 3 clusters Score -2.06623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 187869 members 
Entering Unmasked Estep 
Score: -20662294.000000 Penalty: 3948.054688
	Iteration 63Q: 3 clusters Score -2.066229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 187875 members 
Entering Unmasked Estep 
Score: -20662298.000000 Penalty: 3948.054688
	Iteration 64Q: 3 clusters Score -2.06623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 187880 members 
Entering Unmasked Estep 
Score: -20662314.000000 Penalty: 3948.054688
	Iteration 65Q: 3 clusters Score -2.066231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 187883 members 
Entering Unmasked Estep 
Score: -20662314.000000 Penalty: 3948.054688
	Iteration 66Q: 3 clusters Score -2.066231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 187888 members 
Entering Unmasked Estep 
Score: -20662322.000000 Penalty: 3948.054688
	Iteration 67Q: 3 clusters Score -2.066232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 187893 members 
Entering Unmasked Estep 
Score: -20662306.000000 Penalty: 3948.054688
	Iteration 68Q: 3 clusters Score -2.066231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 187894 members 
Entering Unmasked Estep 
Score: -20662314.000000 Penalty: 3948.054688
	Iteration 69Q: 3 clusters Score -2.066231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 187894 members 
Entering Unmasked Estep 
Score: -20662314.000000 Penalty: 3948.054688
	Iteration 70F: 3 clusters Score -2.066231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -394456.375000 Penalty: 1329.620483
	Iteration 0F: 2 clusters Score -394456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -391390.281250 Penalty: 2659.240967
	Iteration 0F: 3 clusters Score -391390.3 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -392112.343750 Penalty: 2659.240967
	Iteration 1F: 3 clusters Score -392112.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -392266.593750 Penalty: 2659.240967
	Iteration 2F: 3 clusters Score -392266.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -392382.656250 Penalty: 2659.240967
	Iteration 3F: 3 clusters Score -392382.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -392487.125000 Penalty: 2659.240967
	Iteration 4Q: 3 clusters Score -392487.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -392556.343750 Penalty: 2659.240967
	Iteration 5Q: 3 clusters Score -392556.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -392609.500000 Penalty: 2659.240967
	Iteration 6Q: 3 clusters Score -392609.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -392650.312500 Penalty: 2659.240967
	Iteration 7Q: 3 clusters Score -392650.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -392691.500000 Penalty: 2659.240967
	Iteration 8Q: 3 clusters Score -392691.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -392741.218750 Penalty: 2659.240967
	Iteration 9Q: 3 clusters Score -392741.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -392797.906250 Penalty: 2659.240967
	Iteration 10Q: 3 clusters Score -392797.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -392850.218750 Penalty: 2659.240967
	Iteration 11Q: 3 clusters Score -392850.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -392896.062500 Penalty: 2659.240967
	Iteration 12Q: 3 clusters Score -392896.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -392943.281250 Penalty: 2659.240967
	Iteration 13Q: 3 clusters Score -392943.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -392979.000000 Penalty: 2659.240967
	Iteration 14Q: 3 clusters Score -392979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -393022.843750 Penalty: 2659.240967
	Iteration 15Q: 3 clusters Score -393022.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -393064.968750 Penalty: 2659.240967
	Iteration 16Q: 3 clusters Score -393065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -393101.562500 Penalty: 2659.240967
	Iteration 17Q: 3 clusters Score -393101.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -393129.468750 Penalty: 2659.240967
	Iteration 18Q: 3 clusters Score -393129.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -393144.625000 Penalty: 2659.240967
	Iteration 19Q: 3 clusters Score -393144.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -393159.906250 Penalty: 2659.240967
	Iteration 20F: 3 clusters Score -393159.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -393175.000000 Penalty: 2659.240967
	Iteration 21Q: 3 clusters Score -393175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -393187.187500 Penalty: 2659.240967
	Iteration 22Q: 3 clusters Score -393187.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -393195.406250 Penalty: 2659.240967
	Iteration 23Q: 3 clusters Score -393195.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -393206.250000 Penalty: 2659.240967
	Iteration 24Q: 3 clusters Score -393206.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -393217.468750 Penalty: 2659.240967
	Iteration 25Q: 3 clusters Score -393217.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -393223.593750 Penalty: 2659.240967
	Iteration 26Q: 3 clusters Score -393223.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -393230.687500 Penalty: 2659.240967
	Iteration 27Q: 3 clusters Score -393230.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -393236.062500 Penalty: 2659.240967
	Iteration 28Q: 3 clusters Score -393236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -393236.843750 Penalty: 2659.240967
	Iteration 29Q: 3 clusters Score -393236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -393236.812500 Penalty: 2659.240967
	Iteration 30Q: 3 clusters Score -393236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -393237.656250 Penalty: 2659.240967
	Iteration 31Q: 3 clusters Score -393237.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -393238.593750 Penalty: 2659.240967
	Iteration 32Q: 3 clusters Score -393238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -393241.000000 Penalty: 2659.240967
	Iteration 33Q: 3 clusters Score -393241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -393241.093750 Penalty: 2659.240967
	Iteration 34Q: 3 clusters Score -393241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -393240.937500 Penalty: 2659.240967
	Iteration 35Q: 3 clusters Score -393240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -393241.687500 Penalty: 2659.240967
	Iteration 36Q: 3 clusters Score -393241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -393242.312500 Penalty: 2659.240967
	Iteration 37Q: 3 clusters Score -393242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -393243.187500 Penalty: 2659.240967
	Iteration 38Q: 3 clusters Score -393243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -393243.875000 Penalty: 2659.240967
	Iteration 39Q: 3 clusters Score -393243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -393244.281250 Penalty: 2659.240967
	Iteration 40F: 3 clusters Score -393244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -393244.000000 Penalty: 2659.240967
	Iteration 41Q: 3 clusters Score -393244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -393245.562500 Penalty: 2659.240967
	Iteration 42Q: 3 clusters Score -393245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -393246.375000 Penalty: 2659.240967
	Iteration 43Q: 3 clusters Score -393246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -393249.093750 Penalty: 2659.240967
	Iteration 44Q: 3 clusters Score -393249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -393250.562500 Penalty: 2659.240967
	Iteration 45Q: 3 clusters Score -393250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -393252.375000 Penalty: 2659.240967
	Iteration 46Q: 3 clusters Score -393252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -393254.750000 Penalty: 2659.240967
	Iteration 47Q: 3 clusters Score -393254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -393258.875000 Penalty: 2659.240967
	Iteration 48Q: 3 clusters Score -393258.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -393263.500000 Penalty: 2659.240967
	Iteration 49Q: 3 clusters Score -393263.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -393268.437500 Penalty: 2659.240967
	Iteration 50Q: 3 clusters Score -393268.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -393276.375000 Penalty: 2659.240967
	Iteration 51Q: 3 clusters Score -393276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -393282.156250 Penalty: 2659.240967
	Iteration 52Q: 3 clusters Score -393282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -393288.656250 Penalty: 2659.240967
	Iteration 53Q: 3 clusters Score -393288.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -393295.062500 Penalty: 2659.240967
	Iteration 54Q: 3 clusters Score -393295.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -393301.437500 Penalty: 2659.240967
	Iteration 55Q: 3 clusters Score -393301.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -393308.750000 Penalty: 2659.240967
	Iteration 56Q: 3 clusters Score -393308.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -393319.906250 Penalty: 2659.240967
	Iteration 57Q: 3 clusters Score -393319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -393329.375000 Penalty: 2659.240967
	Iteration 58Q: 3 clusters Score -393329.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -393339.843750 Penalty: 2659.240967
	Iteration 59Q: 3 clusters Score -393339.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -393347.750000 Penalty: 2659.240967
	Iteration 60F: 3 clusters Score -393347.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -393356.531250 Penalty: 2659.240967
	Iteration 61Q: 3 clusters Score -393356.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -393362.218750 Penalty: 2659.240967
	Iteration 62Q: 3 clusters Score -393362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -393368.625000 Penalty: 2659.240967
	Iteration 63Q: 3 clusters Score -393368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -393374.437500 Penalty: 2659.240967
	Iteration 64Q: 3 clusters Score -393374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -393376.375000 Penalty: 2659.240967
	Iteration 65Q: 3 clusters Score -393376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -393380.281250 Penalty: 2659.240967
	Iteration 66Q: 3 clusters Score -393380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -393381.687500 Penalty: 2659.240967
	Iteration 67Q: 3 clusters Score -393381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -393382.468750 Penalty: 2659.240967
	Iteration 68Q: 3 clusters Score -393382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -393383.312500 Penalty: 2659.240967
	Iteration 69Q: 3 clusters Score -393383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -393385.093750 Penalty: 2659.240967
	Iteration 70Q: 3 clusters Score -393385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -393386.687500 Penalty: 2659.240967
	Iteration 71Q: 3 clusters Score -393386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -393386.687500 Penalty: 2659.240967
	Iteration 72F: 3 clusters Score -393386.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Entering Unmasked Estep 
Score: -2426440.250000 Penalty: 1620.872192
	Iteration 0F: 2 clusters Score -2426440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2411748.250000 Penalty: 3241.744385
	Iteration 0F: 3 clusters Score -2411748 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2417115.500000 Penalty: 3241.744385
	Iteration 1F: 3 clusters Score -2417116 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2417421.500000 Penalty: 3241.744385
	Iteration 2Q: 3 clusters Score -2417422 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2417707.000000 Penalty: 3241.744385
	Iteration 3Q: 3 clusters Score -2417707 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2418003.250000 Penalty: 3241.744385
	Iteration 4Q: 3 clusters Score -2418003 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2418409.750000 Penalty: 3241.744385
	Iteration 5Q: 3 clusters Score -2418410 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2418963.000000 Penalty: 3241.744385
	Iteration 6Q: 3 clusters Score -2418963 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2419689.750000 Penalty: 3241.744385
	Iteration 7F: 3 clusters Score -2419690 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2420629.750000 Penalty: 3241.744385
	Iteration 8F: 3 clusters Score -2420630 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2421541.500000 Penalty: 3241.744385
	Iteration 9F: 3 clusters Score -2421542 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2422239.000000 Penalty: 3241.744385
	Iteration 10F: 3 clusters Score -2422239 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2422628.250000 Penalty: 3241.744385
	Iteration 11Q: 3 clusters Score -2422628 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2422841.500000 Penalty: 3241.744385
	Iteration 12Q: 3 clusters Score -2422842 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2422979.250000 Penalty: 3241.744385
	Iteration 13Q: 3 clusters Score -2422979 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2423085.000000 Penalty: 3241.744385
	Iteration 14Q: 3 clusters Score -2423085 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2423194.000000 Penalty: 3241.744385
	Iteration 15Q: 3 clusters Score -2423194 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2423288.000000 Penalty: 3241.744385
	Iteration 16Q: 3 clusters Score -2423288 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2423398.500000 Penalty: 3241.744385
	Iteration 17Q: 3 clusters Score -2423398 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2423486.250000 Penalty: 3241.744385
	Iteration 18Q: 3 clusters Score -2423486 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2423552.750000 Penalty: 3241.744385
	Iteration 19Q: 3 clusters Score -2423553 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2423618.500000 Penalty: 3241.744385
	Iteration 20F: 3 clusters Score -2423618 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2423654.000000 Penalty: 3241.744385
	Iteration 21Q: 3 clusters Score -2423654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2423672.500000 Penalty: 3241.744385
	Iteration 22Q: 3 clusters Score -2423672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2423706.250000 Penalty: 3241.744385
	Iteration 23Q: 3 clusters Score -2423706 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2423736.750000 Penalty: 3241.744385
	Iteration 24Q: 3 clusters Score -2423737 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2423760.000000 Penalty: 3241.744385
	Iteration 25Q: 3 clusters Score -2423760 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2423793.750000 Penalty: 3241.744385
	Iteration 26Q: 3 clusters Score -2423794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2423823.500000 Penalty: 3241.744385
	Iteration 27Q: 3 clusters Score -2423824 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2423842.500000 Penalty: 3241.744385
	Iteration 28Q: 3 clusters Score -2423842 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2423870.250000 Penalty: 3241.744385
	Iteration 29Q: 3 clusters Score -2423870 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2423895.250000 Penalty: 3241.744385
	Iteration 30Q: 3 clusters Score -2423895 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2423922.250000 Penalty: 3241.744385
	Iteration 31Q: 3 clusters Score -2423922 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2423958.000000 Penalty: 3241.744385
	Iteration 32Q: 3 clusters Score -2423958 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2423981.250000 Penalty: 3241.744385
	Iteration 33Q: 3 clusters Score -2423981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2424018.000000 Penalty: 3241.744385
	Iteration 34Q: 3 clusters Score -2424018 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2424058.250000 Penalty: 3241.744385
	Iteration 35Q: 3 clusters Score -2424058 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2424088.500000 Penalty: 3241.744385
	Iteration 36Q: 3 clusters Score -2424088 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2424137.000000 Penalty: 3241.744385
	Iteration 37Q: 3 clusters Score -2424137 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2424185.000000 Penalty: 3241.744385
	Iteration 38Q: 3 clusters Score -2424185 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2424223.750000 Penalty: 3241.744385
	Iteration 39Q: 3 clusters Score -2424224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2424269.750000 Penalty: 3241.744385
	Iteration 40F: 3 clusters Score -2424270 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2424332.000000 Penalty: 3241.744385
	Iteration 41Q: 3 clusters Score -2424332 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2424369.000000 Penalty: 3241.744385
	Iteration 42Q: 3 clusters Score -2424369 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2424418.000000 Penalty: 3241.744385
	Iteration 43Q: 3 clusters Score -2424418 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2424461.750000 Penalty: 3241.744385
	Iteration 44Q: 3 clusters Score -2424462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2424507.250000 Penalty: 3241.744385
	Iteration 45Q: 3 clusters Score -2424507 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2424543.750000 Penalty: 3241.744385
	Iteration 46Q: 3 clusters Score -2424544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2424577.250000 Penalty: 3241.744385
	Iteration 47Q: 3 clusters Score -2424577 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2424604.250000 Penalty: 3241.744385
	Iteration 48Q: 3 clusters Score -2424604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2424637.250000 Penalty: 3241.744385
	Iteration 49Q: 3 clusters Score -2424637 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2424665.750000 Penalty: 3241.744385
	Iteration 50Q: 3 clusters Score -2424666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2424696.750000 Penalty: 3241.744385
	Iteration 51Q: 3 clusters Score -2424697 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2424730.500000 Penalty: 3241.744385
	Iteration 52Q: 3 clusters Score -2424730 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2424779.500000 Penalty: 3241.744385
	Iteration 53Q: 3 clusters Score -2424780 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2424816.000000 Penalty: 3241.744385
	Iteration 54Q: 3 clusters Score -2424816 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2424843.500000 Penalty: 3241.744385
	Iteration 55Q: 3 clusters Score -2424844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2424887.250000 Penalty: 3241.744385
	Iteration 56Q: 3 clusters Score -2424887 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2424916.000000 Penalty: 3241.744385
	Iteration 57Q: 3 clusters Score -2424916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2424951.000000 Penalty: 3241.744385
	Iteration 58Q: 3 clusters Score -2424951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2424976.750000 Penalty: 3241.744385
	Iteration 59Q: 3 clusters Score -2424977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2425006.500000 Penalty: 3241.744385
	Iteration 60F: 3 clusters Score -2425006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2425027.500000 Penalty: 3241.744385
	Iteration 61Q: 3 clusters Score -2425028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2425040.000000 Penalty: 3241.744385
	Iteration 62Q: 3 clusters Score -2425040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2425049.000000 Penalty: 3241.744385
	Iteration 63Q: 3 clusters Score -2425049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2425061.500000 Penalty: 3241.744385
	Iteration 64Q: 3 clusters Score -2425062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2425071.500000 Penalty: 3241.744385
	Iteration 65Q: 3 clusters Score -2425072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2425083.500000 Penalty: 3241.744385
	Iteration 66Q: 3 clusters Score -2425084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2425092.000000 Penalty: 3241.744385
	Iteration 67Q: 3 clusters Score -2425092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2425103.750000 Penalty: 3241.744385
	Iteration 68Q: 3 clusters Score -2425104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2425114.000000 Penalty: 3241.744385
	Iteration 69Q: 3 clusters Score -2425114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2425123.000000 Penalty: 3241.744385
	Iteration 70Q: 3 clusters Score -2425123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2425135.500000 Penalty: 3241.744385
	Iteration 71Q: 3 clusters Score -2425136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2425152.500000 Penalty: 3241.744385
	Iteration 72Q: 3 clusters Score -2425152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2425177.250000 Penalty: 3241.744385
	Iteration 73Q: 3 clusters Score -2425177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2425192.000000 Penalty: 3241.744385
	Iteration 74Q: 3 clusters Score -2425192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2425214.750000 Penalty: 3241.744385
	Iteration 75Q: 3 clusters Score -2425215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2425238.500000 Penalty: 3241.744385
	Iteration 76Q: 3 clusters Score -2425238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2425254.250000 Penalty: 3241.744385
	Iteration 77Q: 3 clusters Score -2425254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2425268.250000 Penalty: 3241.744385
	Iteration 78Q: 3 clusters Score -2425268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2425280.750000 Penalty: 3241.744385
	Iteration 79Q: 3 clusters Score -2425281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2425288.750000 Penalty: 3241.744385
	Iteration 80F: 3 clusters Score -2425289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2425293.500000 Penalty: 3241.744385
	Iteration 81Q: 3 clusters Score -2425294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2425296.000000 Penalty: 3241.744385
	Iteration 82Q: 3 clusters Score -2425296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2425299.500000 Penalty: 3241.744385
	Iteration 83Q: 3 clusters Score -2425300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2425301.250000 Penalty: 3241.744385
	Iteration 84Q: 3 clusters Score -2425301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2425308.000000 Penalty: 3241.744385
	Iteration 85Q: 3 clusters Score -2425308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2425310.750000 Penalty: 3241.744385
	Iteration 86Q: 3 clusters Score -2425311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2425313.500000 Penalty: 3241.744385
	Iteration 87Q: 3 clusters Score -2425314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2425320.500000 Penalty: 3241.744385
	Iteration 88Q: 3 clusters Score -2425320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2425324.000000 Penalty: 3241.744385
	Iteration 89Q: 3 clusters Score -2425324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2425323.750000 Penalty: 3241.744385
	Iteration 90Q: 3 clusters Score -2425324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2425331.250000 Penalty: 3241.744385
	Iteration 91Q: 3 clusters Score -2425331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2425333.000000 Penalty: 3241.744385
	Iteration 92Q: 3 clusters Score -2425333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2425336.250000 Penalty: 3241.744385
	Iteration 93Q: 3 clusters Score -2425336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2425340.500000 Penalty: 3241.744385
	Iteration 94Q: 3 clusters Score -2425340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2425344.250000 Penalty: 3241.744385
	Iteration 95Q: 3 clusters Score -2425344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2425341.500000 Penalty: 3241.744385
	Iteration 96Q: 3 clusters Score -2425342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2425345.750000 Penalty: 3241.744385
	Iteration 97Q: 3 clusters Score -2425346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2425345.500000 Penalty: 3241.744385
	Iteration 98Q: 3 clusters Score -2425346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2425345.000000 Penalty: 3241.744385
	Iteration 99Q: 3 clusters Score -2425345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2425347.750000 Penalty: 3241.744385
	Iteration 100F: 3 clusters Score -2425348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2425346.750000 Penalty: 3241.744385
	Iteration 101Q: 3 clusters Score -2425347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2425346.500000 Penalty: 3241.744385
	Iteration 102Q: 3 clusters Score -2425346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2425349.750000 Penalty: 3241.744385
	Iteration 103Q: 3 clusters Score -2425350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2425349.500000 Penalty: 3241.744385
	Iteration 104Q: 3 clusters Score -2425350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2425350.750000 Penalty: 3241.744385
	Iteration 105Q: 3 clusters Score -2425351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2425351.250000 Penalty: 3241.744385
	Iteration 106Q: 3 clusters Score -2425351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2425356.250000 Penalty: 3241.744385
	Iteration 107Q: 3 clusters Score -2425356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2425353.500000 Penalty: 3241.744385
	Iteration 108Q: 3 clusters Score -2425354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2425358.000000 Penalty: 3241.744385
	Iteration 109Q: 3 clusters Score -2425358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2425360.750000 Penalty: 3241.744385
	Iteration 110Q: 3 clusters Score -2425361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2425362.500000 Penalty: 3241.744385
	Iteration 111Q: 3 clusters Score -2425362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2425364.750000 Penalty: 3241.744385
	Iteration 112Q: 3 clusters Score -2425365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2425364.500000 Penalty: 3241.744385
	Iteration 113Q: 3 clusters Score -2425364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2425364.500000 Penalty: 3241.744385
	Iteration 114F: 3 clusters Score -2425364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -226461.625000 Penalty: 1245.837158
	Iteration 0F: 2 clusters Score -226461.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -224304.968750 Penalty: 2491.674316
	Iteration 0F: 3 clusters Score -224305 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -224757.218750 Penalty: 2491.674316
	Iteration 1F: 3 clusters Score -224757.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -224869.031250 Penalty: 2491.674316
	Iteration 2F: 3 clusters Score -224869 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -224934.109375 Penalty: 2491.674316
	Iteration 3Q: 3 clusters Score -224934.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -224987.734375 Penalty: 2491.674316
	Iteration 4Q: 3 clusters Score -224987.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -225027.640625 Penalty: 2491.674316
	Iteration 5Q: 3 clusters Score -225027.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -225059.656250 Penalty: 2491.674316
	Iteration 6Q: 3 clusters Score -225059.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -225086.093750 Penalty: 2491.674316
	Iteration 7Q: 3 clusters Score -225086.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -225102.687500 Penalty: 2491.674316
	Iteration 8Q: 3 clusters Score -225102.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -225116.390625 Penalty: 2491.674316
	Iteration 9Q: 3 clusters Score -225116.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -225133.453125 Penalty: 2491.674316
	Iteration 10Q: 3 clusters Score -225133.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -225146.171875 Penalty: 2491.674316
	Iteration 11Q: 3 clusters Score -225146.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -225157.281250 Penalty: 2491.674316
	Iteration 12Q: 3 clusters Score -225157.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -225165.531250 Penalty: 2491.674316
	Iteration 13Q: 3 clusters Score -225165.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225170.671875 Penalty: 2491.674316
	Iteration 14Q: 3 clusters Score -225170.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -225176.968750 Penalty: 2491.674316
	Iteration 15Q: 3 clusters Score -225177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -225183.187500 Penalty: 2491.674316
	Iteration 16Q: 3 clusters Score -225183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -225190.359375 Penalty: 2491.674316
	Iteration 17Q: 3 clusters Score -225190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -225194.890625 Penalty: 2491.674316
	Iteration 18Q: 3 clusters Score -225194.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -225197.093750 Penalty: 2491.674316
	Iteration 19Q: 3 clusters Score -225197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -225198.812500 Penalty: 2491.674316
	Iteration 20F: 3 clusters Score -225198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -225199.906250 Penalty: 2491.674316
	Iteration 21Q: 3 clusters Score -225199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -225200.687500 Penalty: 2491.674316
	Iteration 22Q: 3 clusters Score -225200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -225202.171875 Penalty: 2491.674316
	Iteration 23Q: 3 clusters Score -225202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -225205.031250 Penalty: 2491.674316
	Iteration 24Q: 3 clusters Score -225205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -225205.187500 Penalty: 2491.674316
	Iteration 25Q: 3 clusters Score -225205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -225205.187500 Penalty: 2491.674316
	Iteration 26F: 3 clusters Score -225205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Entering Unmasked Estep 
Score: -342715.625000 Penalty: 1317.259521
	Iteration 0F: 2 clusters Score -342715.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -339805.125000 Penalty: 2634.519043
	Iteration 0F: 3 clusters Score -339805.1 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -340498.218750 Penalty: 2634.519043
	Iteration 1F: 3 clusters Score -340498.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -340636.000000 Penalty: 2634.519043
	Iteration 2F: 3 clusters Score -340636 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -340726.593750 Penalty: 2634.519043
	Iteration 3Q: 3 clusters Score -340726.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -340781.500000 Penalty: 2634.519043
	Iteration 4Q: 3 clusters Score -340781.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -340830.656250 Penalty: 2634.519043
	Iteration 5Q: 3 clusters Score -340830.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -340870.875000 Penalty: 2634.519043
	Iteration 6Q: 3 clusters Score -340870.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -340903.406250 Penalty: 2634.519043
	Iteration 7Q: 3 clusters Score -340903.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -340930.906250 Penalty: 2634.519043
	Iteration 8Q: 3 clusters Score -340930.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -340956.500000 Penalty: 2634.519043
	Iteration 9Q: 3 clusters Score -340956.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -340984.812500 Penalty: 2634.519043
	Iteration 10Q: 3 clusters Score -340984.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -341016.843750 Penalty: 2634.519043
	Iteration 11Q: 3 clusters Score -341016.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -341042.218750 Penalty: 2634.519043
	Iteration 12Q: 3 clusters Score -341042.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -341073.218750 Penalty: 2634.519043
	Iteration 13Q: 3 clusters Score -341073.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -341108.250000 Penalty: 2634.519043
	Iteration 14Q: 3 clusters Score -341108.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -341149.187500 Penalty: 2634.519043
	Iteration 15Q: 3 clusters Score -341149.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -341177.187500 Penalty: 2634.519043
	Iteration 16Q: 3 clusters Score -341177.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -341208.250000 Penalty: 2634.519043
	Iteration 17Q: 3 clusters Score -341208.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -341251.000000 Penalty: 2634.519043
	Iteration 18Q: 3 clusters Score -341251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -341295.281250 Penalty: 2634.519043
	Iteration 19Q: 3 clusters Score -341295.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -341341.875000 Penalty: 2634.519043
	Iteration 20F: 3 clusters Score -341341.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -341380.625000 Penalty: 2634.519043
	Iteration 21Q: 3 clusters Score -341380.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -341409.250000 Penalty: 2634.519043
	Iteration 22Q: 3 clusters Score -341409.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -341442.375000 Penalty: 2634.519043
	Iteration 23Q: 3 clusters Score -341442.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -341468.000000 Penalty: 2634.519043
	Iteration 24Q: 3 clusters Score -341468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -341488.937500 Penalty: 2634.519043
	Iteration 25Q: 3 clusters Score -341488.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -341507.093750 Penalty: 2634.519043
	Iteration 26Q: 3 clusters Score -341507.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -341514.343750 Penalty: 2634.519043
	Iteration 27Q: 3 clusters Score -341514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -341520.093750 Penalty: 2634.519043
	Iteration 28Q: 3 clusters Score -341520.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -341528.406250 Penalty: 2634.519043
	Iteration 29Q: 3 clusters Score -341528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -341533.750000 Penalty: 2634.519043
	Iteration 30Q: 3 clusters Score -341533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -341536.187500 Penalty: 2634.519043
	Iteration 31Q: 3 clusters Score -341536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -341538.093750 Penalty: 2634.519043
	Iteration 32Q: 3 clusters Score -341538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -341539.218750 Penalty: 2634.519043
	Iteration 33Q: 3 clusters Score -341539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -341543.437500 Penalty: 2634.519043
	Iteration 34Q: 3 clusters Score -341543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -341546.781250 Penalty: 2634.519043
	Iteration 35Q: 3 clusters Score -341546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -341548.687500 Penalty: 2634.519043
	Iteration 36Q: 3 clusters Score -341548.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -341548.687500 Penalty: 2634.519043
	Iteration 37F: 3 clusters Score -341548.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -91495.773438 Penalty: 1101.552490
	Iteration 0F: 2 clusters Score -91495.77 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 409 members 
Entering Unmasked Estep 
Score: -90144.671875 Penalty: 2203.104980
	Iteration 0F: 3 clusters Score -90144.67 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90440.601562 Penalty: 2203.104980
	Iteration 1F: 3 clusters Score -90440.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90561.070312 Penalty: 2203.104980
	Iteration 2F: 3 clusters Score -90561.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90619.156250 Penalty: 2203.104980
	Iteration 3Q: 3 clusters Score -90619.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90672.937500 Penalty: 2203.104980
	Iteration 4Q: 3 clusters Score -90672.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90706.789062 Penalty: 2203.104980
	Iteration 5Q: 3 clusters Score -90706.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90729.320312 Penalty: 2203.104980
	Iteration 6Q: 3 clusters Score -90729.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90761.218750 Penalty: 2203.104980
	Iteration 7Q: 3 clusters Score -90761.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90828.218750 Penalty: 2203.104980
	Iteration 8Q: 3 clusters Score -90828.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90886.257812 Penalty: 2203.104980
	Iteration 9Q: 3 clusters Score -90886.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90921.882812 Penalty: 2203.104980
	Iteration 10Q: 3 clusters Score -90921.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90949.976562 Penalty: 2203.104980
	Iteration 11Q: 3 clusters Score -90949.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -90966.429688 Penalty: 2203.104980
	Iteration 12Q: 3 clusters Score -90966.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90975.125000 Penalty: 2203.104980
	Iteration 13Q: 3 clusters Score -90975.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90987.585938 Penalty: 2203.104980
	Iteration 14Q: 3 clusters Score -90987.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90996.570312 Penalty: 2203.104980
	Iteration 15Q: 3 clusters Score -90996.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91006.531250 Penalty: 2203.104980
	Iteration 16Q: 3 clusters Score -91006.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91026.500000 Penalty: 2203.104980
	Iteration 17Q: 3 clusters Score -91026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -91055.812500 Penalty: 2203.104980
	Iteration 18Q: 3 clusters Score -91055.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -91091.812500 Penalty: 2203.104980
	Iteration 19Q: 3 clusters Score -91091.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -91105.921875 Penalty: 2203.104980
	Iteration 20F: 3 clusters Score -91105.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -91116.835938 Penalty: 2203.104980
	Iteration 21Q: 3 clusters Score -91116.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -91122.992188 Penalty: 2203.104980
	Iteration 22Q: 3 clusters Score -91122.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -91134.367188 Penalty: 2203.104980
	Iteration 23Q: 3 clusters Score -91134.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -91146.820312 Penalty: 2203.104980
	Iteration 24Q: 3 clusters Score -91146.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -91150.226562 Penalty: 2203.104980
	Iteration 25Q: 3 clusters Score -91150.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -91154.281250 Penalty: 2203.104980
	Iteration 26Q: 3 clusters Score -91154.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -91165.335938 Penalty: 2203.104980
	Iteration 27Q: 3 clusters Score -91165.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -91167.656250 Penalty: 2203.104980
	Iteration 28Q: 3 clusters Score -91167.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -91183.320312 Penalty: 2203.104980
	Iteration 29Q: 3 clusters Score -91183.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -91191.484375 Penalty: 2203.104980
	Iteration 30Q: 3 clusters Score -91191.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -91197.820312 Penalty: 2203.104980
	Iteration 31Q: 3 clusters Score -91197.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -91204.742188 Penalty: 2203.104980
	Iteration 32Q: 3 clusters Score -91204.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -91207.812500 Penalty: 2203.104980
	Iteration 33Q: 3 clusters Score -91207.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -91209.335938 Penalty: 2203.104980
	Iteration 34Q: 3 clusters Score -91209.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -91209.335938 Penalty: 2203.104980
	Iteration 35F: 3 clusters Score -91209.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Entering Unmasked Estep 
Score: -2768602.000000 Penalty: 1649.805664
	Iteration 0F: 2 clusters Score -2768602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2751237.000000 Penalty: 3299.611328
	Iteration 0F: 3 clusters Score -2751237 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2757677.500000 Penalty: 3299.611328
	Iteration 1F: 3 clusters Score -2757678 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2758018.500000 Penalty: 3299.611328
	Iteration 2Q: 3 clusters Score -2758018 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2758313.500000 Penalty: 3299.611328
	Iteration 3Q: 3 clusters Score -2758314 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2758633.250000 Penalty: 3299.611328
	Iteration 4Q: 3 clusters Score -2758633 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2758978.000000 Penalty: 3299.611328
	Iteration 5Q: 3 clusters Score -2758978 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2759328.250000 Penalty: 3299.611328
	Iteration 6Q: 3 clusters Score -2759328 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2759712.000000 Penalty: 3299.611328
	Iteration 7Q: 3 clusters Score -2759712 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2760112.750000 Penalty: 3299.611328
	Iteration 8Q: 3 clusters Score -2760113 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2760546.250000 Penalty: 3299.611328
	Iteration 9Q: 3 clusters Score -2760546 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2761016.500000 Penalty: 3299.611328
	Iteration 10Q: 3 clusters Score -2761016 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2761568.500000 Penalty: 3299.611328
	Iteration 11Q: 3 clusters Score -2761568 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2762244.000000 Penalty: 3299.611328
	Iteration 12Q: 3 clusters Score -2762244 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2762998.500000 Penalty: 3299.611328
	Iteration 13Q: 3 clusters Score -2762998 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2763802.500000 Penalty: 3299.611328
	Iteration 14Q: 3 clusters Score -2763802 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2764498.500000 Penalty: 3299.611328
	Iteration 15Q: 3 clusters Score -2764498 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2765051.750000 Penalty: 3299.611328
	Iteration 16Q: 3 clusters Score -2765052 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2765493.500000 Penalty: 3299.611328
	Iteration 17Q: 3 clusters Score -2765494 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2765833.250000 Penalty: 3299.611328
	Iteration 18Q: 3 clusters Score -2765833 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2766091.250000 Penalty: 3299.611328
	Iteration 19Q: 3 clusters Score -2766091 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2766295.750000 Penalty: 3299.611328
	Iteration 20F: 3 clusters Score -2766296 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2766462.750000 Penalty: 3299.611328
	Iteration 21Q: 3 clusters Score -2766463 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2766577.500000 Penalty: 3299.611328
	Iteration 22Q: 3 clusters Score -2766578 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2766714.500000 Penalty: 3299.611328
	Iteration 23Q: 3 clusters Score -2766714 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -2766816.000000 Penalty: 3299.611328
	Iteration 24Q: 3 clusters Score -2766816 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2766916.500000 Penalty: 3299.611328
	Iteration 25Q: 3 clusters Score -2766916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2766988.250000 Penalty: 3299.611328
	Iteration 26Q: 3 clusters Score -2766988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -2767044.500000 Penalty: 3299.611328
	Iteration 27Q: 3 clusters Score -2767044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -2767095.250000 Penalty: 3299.611328
	Iteration 28Q: 3 clusters Score -2767095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -2767122.250000 Penalty: 3299.611328
	Iteration 29Q: 3 clusters Score -2767122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2767154.250000 Penalty: 3299.611328
	Iteration 30Q: 3 clusters Score -2767154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -2767168.000000 Penalty: 3299.611328
	Iteration 31Q: 3 clusters Score -2767168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2767179.000000 Penalty: 3299.611328
	Iteration 32Q: 3 clusters Score -2767179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2767187.500000 Penalty: 3299.611328
	Iteration 33Q: 3 clusters Score -2767188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2767193.750000 Penalty: 3299.611328
	Iteration 34Q: 3 clusters Score -2767194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -2767200.000000 Penalty: 3299.611328
	Iteration 35Q: 3 clusters Score -2767200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2767205.250000 Penalty: 3299.611328
	Iteration 36Q: 3 clusters Score -2767205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -2767210.000000 Penalty: 3299.611328
	Iteration 37Q: 3 clusters Score -2767210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2767213.000000 Penalty: 3299.611328
	Iteration 38Q: 3 clusters Score -2767213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -2767213.750000 Penalty: 3299.611328
	Iteration 39Q: 3 clusters Score -2767214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -2767218.250000 Penalty: 3299.611328
	Iteration 40F: 3 clusters Score -2767218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -2767222.000000 Penalty: 3299.611328
	Iteration 41Q: 3 clusters Score -2767222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -2767227.250000 Penalty: 3299.611328
	Iteration 42Q: 3 clusters Score -2767227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -2767229.750000 Penalty: 3299.611328
	Iteration 43Q: 3 clusters Score -2767230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -2767230.750000 Penalty: 3299.611328
	Iteration 44Q: 3 clusters Score -2767231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2767237.750000 Penalty: 3299.611328
	Iteration 45Q: 3 clusters Score -2767238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -2767235.500000 Penalty: 3299.611328
	Iteration 46Q: 3 clusters Score -2767236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -2767235.750000 Penalty: 3299.611328
	Iteration 47Q: 3 clusters Score -2767236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2767234.250000 Penalty: 3299.611328
	Iteration 48Q: 3 clusters Score -2767234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2767234.250000 Penalty: 3299.611328
	Iteration 49F: 3 clusters Score -2767234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -222379.781250 Penalty: 1252.835449
	Iteration 0F: 2 clusters Score -222379.8 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 1118 members 
Entering Unmasked Estep 
Score: -220146.734375 Penalty: 2505.670898
	Iteration 0F: 3 clusters Score -220146.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -220776.953125 Penalty: 2505.670898
	Iteration 1F: 3 clusters Score -220777 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -220974.156250 Penalty: 2505.670898
	Iteration 2F: 3 clusters Score -220974.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -221126.078125 Penalty: 2505.670898
	Iteration 3F: 3 clusters Score -221126.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -221219.609375 Penalty: 2505.670898
	Iteration 4F: 3 clusters Score -221219.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -221268.125000 Penalty: 2505.670898
	Iteration 5Q: 3 clusters Score -221268.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -221308.609375 Penalty: 2505.670898
	Iteration 6Q: 3 clusters Score -221308.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -221329.968750 Penalty: 2505.670898
	Iteration 7Q: 3 clusters Score -221330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -221343.953125 Penalty: 2505.670898
	Iteration 8Q: 3 clusters Score -221344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -221354.796875 Penalty: 2505.670898
	Iteration 9Q: 3 clusters Score -221354.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -221361.750000 Penalty: 2505.670898
	Iteration 10Q: 3 clusters Score -221361.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -221367.937500 Penalty: 2505.670898
	Iteration 11Q: 3 clusters Score -221367.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -221371.812500 Penalty: 2505.670898
	Iteration 12Q: 3 clusters Score -221371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -221375.609375 Penalty: 2505.670898
	Iteration 13Q: 3 clusters Score -221375.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -221380.375000 Penalty: 2505.670898
	Iteration 14Q: 3 clusters Score -221380.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -221386.625000 Penalty: 2505.670898
	Iteration 15Q: 3 clusters Score -221386.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -221392.437500 Penalty: 2505.670898
	Iteration 16Q: 3 clusters Score -221392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -221394.312500 Penalty: 2505.670898
	Iteration 17Q: 3 clusters Score -221394.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -221395.046875 Penalty: 2505.670898
	Iteration 18Q: 3 clusters Score -221395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -221396.234375 Penalty: 2505.670898
	Iteration 19Q: 3 clusters Score -221396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -221397.218750 Penalty: 2505.670898
	Iteration 20F: 3 clusters Score -221397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -221397.421875 Penalty: 2505.670898
	Iteration 21Q: 3 clusters Score -221397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221397.875000 Penalty: 2505.670898
	Iteration 22Q: 3 clusters Score -221397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221397.875000 Penalty: 2505.670898
	Iteration 23F: 3 clusters Score -221397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Entering Unmasked Estep 
Score: -4675812.500000 Penalty: 1729.117554
	Iteration 0F: 2 clusters Score -4675812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4647599.500000 Penalty: 3458.235107
	Iteration 0F: 3 clusters Score -4647600 nChanged 19525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4658965.000000 Penalty: 3458.235107
	Iteration 1F: 3 clusters Score -4658965 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4659818.500000 Penalty: 3458.235107
	Iteration 2Q: 3 clusters Score -4659818 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4661103.000000 Penalty: 3458.235107
	Iteration 3Q: 3 clusters Score -4661103 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4662769.000000 Penalty: 3458.235107
	Iteration 4F: 3 clusters Score -4662769 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4664567.500000 Penalty: 3458.235107
	Iteration 5F: 3 clusters Score -4664568 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -4666263.000000 Penalty: 3458.235107
	Iteration 6F: 3 clusters Score -4666263 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -4667809.000000 Penalty: 3458.235107
	Iteration 7F: 3 clusters Score -4667809 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -4668894.500000 Penalty: 3458.235107
	Iteration 8F: 3 clusters Score -4668894 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -4669653.000000 Penalty: 3458.235107
	Iteration 9Q: 3 clusters Score -4669653 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -4670225.500000 Penalty: 3458.235107
	Iteration 10Q: 3 clusters Score -4670226 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -4670739.500000 Penalty: 3458.235107
	Iteration 11Q: 3 clusters Score -4670740 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -4671299.500000 Penalty: 3458.235107
	Iteration 12Q: 3 clusters Score -4671300 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4671952.500000 Penalty: 3458.235107
	Iteration 13Q: 3 clusters Score -4671952 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4672656.500000 Penalty: 3458.235107
	Iteration 14Q: 3 clusters Score -4672656 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -4673290.000000 Penalty: 3458.235107
	Iteration 15Q: 3 clusters Score -4673290 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4673784.000000 Penalty: 3458.235107
	Iteration 16Q: 3 clusters Score -4673784 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -4674118.500000 Penalty: 3458.235107
	Iteration 17Q: 3 clusters Score -4674118 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -4674392.000000 Penalty: 3458.235107
	Iteration 18Q: 3 clusters Score -4674392 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -4674648.500000 Penalty: 3458.235107
	Iteration 19Q: 3 clusters Score -4674648 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4674849.500000 Penalty: 3458.235107
	Iteration 20F: 3 clusters Score -4674850 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4675014.000000 Penalty: 3458.235107
	Iteration 21Q: 3 clusters Score -4675014 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4675174.000000 Penalty: 3458.235107
	Iteration 22Q: 3 clusters Score -4675174 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -4675335.500000 Penalty: 3458.235107
	Iteration 23Q: 3 clusters Score -4675336 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4675454.500000 Penalty: 3458.235107
	Iteration 24Q: 3 clusters Score -4675454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -4675601.500000 Penalty: 3458.235107
	Iteration 25Q: 3 clusters Score -4675602 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4675707.000000 Penalty: 3458.235107
	Iteration 26Q: 3 clusters Score -4675707 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -4675806.000000 Penalty: 3458.235107
	Iteration 27Q: 3 clusters Score -4675806 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -4675891.000000 Penalty: 3458.235107
	Iteration 28Q: 3 clusters Score -4675891 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -4675953.000000 Penalty: 3458.235107
	Iteration 29Q: 3 clusters Score -4675953 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -4675994.500000 Penalty: 3458.235107
	Iteration 30Q: 3 clusters Score -4675994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -4676035.500000 Penalty: 3458.235107
	Iteration 31Q: 3 clusters Score -4676036 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -4676047.500000 Penalty: 3458.235107
	Iteration 32Q: 3 clusters Score -4676048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -4676047.500000 Penalty: 3458.235107
	Iteration 33Q: 3 clusters Score -4676048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -4676055.000000 Penalty: 3458.235107
	Iteration 34Q: 3 clusters Score -4676055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -4676072.500000 Penalty: 3458.235107
	Iteration 35Q: 3 clusters Score -4676072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -4676076.000000 Penalty: 3458.235107
	Iteration 36Q: 3 clusters Score -4676076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -4676082.500000 Penalty: 3458.235107
	Iteration 37Q: 3 clusters Score -4676082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4676087.500000 Penalty: 3458.235107
	Iteration 38Q: 3 clusters Score -4676088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -4676088.000000 Penalty: 3458.235107
	Iteration 39Q: 3 clusters Score -4676088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -4676079.000000 Penalty: 3458.235107
	Iteration 40F: 3 clusters Score -4676079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -4676079.500000 Penalty: 3458.235107
	Iteration 41Q: 3 clusters Score -4676080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -4676079.500000 Penalty: 3458.235107
	Iteration 42Q: 3 clusters Score -4676080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4676077.000000 Penalty: 3458.235107
	Iteration 43Q: 3 clusters Score -4676077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4676077.000000 Penalty: 3458.235107
	Iteration 44F: 3 clusters Score -4676077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 18250 members 
Mstep: Class 3 contains 8223 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 19585 members 
Mstep: Class 7 contains 11184 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 9 contains 39335 members 
Mstep: Class 10 contains 6640 members 
Mstep: Class 12 contains 11926 members 
Mstep: Class 13 contains 188690 members 
Mstep: Class 14 contains 3577 members 
Mstep: Class 16 contains 21474 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25659 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 2468 members 
Entering Unmasked Estep 
Score: -41695368.000000 Penalty: 41806.339844
Splitting cluster 23 changes total score from -41695228.000000 to -41695368.000000
So it's getting split into cluster 9.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 18250 members 
Mstep: Class 3 contains 8223 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 19585 members 
Mstep: Class 7 contains 11184 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 10 contains 6640 members 
Mstep: Class 12 contains 11926 members 
Mstep: Class 13 contains 188690 members 
Mstep: Class 14 contains 3577 members 
Mstep: Class 16 contains 21474 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25659 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696164.000000 Penalty: 41806.339844
Iteration 79Q: 21 clusters Score -4.169616e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 18245 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3334 members 
Mstep: Class 6 contains 19635 members 
Mstep: Class 7 contains 11210 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 38492 members 
Mstep: Class 10 contains 6628 members 
Mstep: Class 12 contains 11949 members 
Mstep: Class 13 contains 188950 members 
Mstep: Class 14 contains 3738 members 
Mstep: Class 16 contains 21528 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 3298 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 25669 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696564.000000 Penalty: 41806.339844
Iteration 80F: 21 clusters Score -4.169656e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 18212 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3333 members 
Mstep: Class 6 contains 19619 members 
Mstep: Class 7 contains 11256 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 38388 members 
Mstep: Class 10 contains 6613 members 
Mstep: Class 12 contains 11940 members 
Mstep: Class 13 contains 188811 members 
Mstep: Class 14 contains 3850 members 
Mstep: Class 16 contains 21540 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 20 contains 876 members 
Mstep: Class 21 contains 25688 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696684.000000 Penalty: 41806.339844
Iteration 81Q: 21 clusters Score -4.169668e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 18184 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3332 members 
Mstep: Class 6 contains 19616 members 
Mstep: Class 7 contains 11299 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 38193 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 12 contains 11940 members 
Mstep: Class 13 contains 188769 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 16 contains 21562 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 3263 members 
Mstep: Class 20 contains 874 members 
Mstep: Class 21 contains 25702 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 3019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696880.000000 Penalty: 41806.339844
Iteration 82Q: 21 clusters Score -4.169688e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 18173 members 
Mstep: Class 3 contains 8187 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3333 members 
Mstep: Class 6 contains 19610 members 
Mstep: Class 7 contains 11323 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 38027 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 12 contains 11946 members 
Mstep: Class 13 contains 188722 members 
Mstep: Class 14 contains 4034 members 
Mstep: Class 16 contains 21578 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 3251 members 
Mstep: Class 20 contains 877 members 
Mstep: Class 21 contains 25710 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696960.000000 Penalty: 41806.339844
Iteration 83Q: 21 clusters Score -4.169696e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 18164 members 
Mstep: Class 3 contains 8187 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3334 members 
Mstep: Class 6 contains 19602 members 
Mstep: Class 7 contains 11349 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 37895 members 
Mstep: Class 10 contains 6600 members 
Mstep: Class 12 contains 11956 members 
Mstep: Class 13 contains 188657 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 16 contains 21587 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 3243 members 
Mstep: Class 20 contains 877 members 
Mstep: Class 21 contains 25722 members 
Mstep: Class 22 contains 2219 members 
Mstep: Class 23 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696868.000000 Penalty: 41806.339844
Iteration 84Q: 21 clusters Score -4.169687e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 18161 members 
Mstep: Class 3 contains 8187 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 19602 members 
Mstep: Class 7 contains 11371 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 37765 members 
Mstep: Class 10 contains 6602 members 
Mstep: Class 12 contains 11956 members 
Mstep: Class 13 contains 188636 members 
Mstep: Class 14 contains 4173 members 
Mstep: Class 16 contains 21597 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 20 contains 877 members 
Mstep: Class 21 contains 25732 members 
Mstep: Class 22 contains 2217 members 
Mstep: Class 23 contains 3262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696896.000000 Penalty: 41806.339844
Iteration 85Q: 21 clusters Score -4.16969e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 18157 members 
Mstep: Class 3 contains 8187 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3334 members 
Mstep: Class 6 contains 19601 members 
Mstep: Class 7 contains 11399 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 37662 members 
Mstep: Class 10 contains 6604 members 
Mstep: Class 12 contains 11956 members 
Mstep: Class 13 contains 188611 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 16 contains 21602 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 20 contains 877 members 
Mstep: Class 21 contains 25734 members 
Mstep: Class 22 contains 2213 members 
Mstep: Class 23 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696864.000000 Penalty: 41806.339844
Iteration 86Q: 21 clusters Score -4.169686e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 18152 members 
Mstep: Class 3 contains 8188 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 19597 members 
Mstep: Class 7 contains 11425 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 37587 members 
Mstep: Class 10 contains 6605 members 
Mstep: Class 12 contains 11953 members 
Mstep: Class 13 contains 188584 members 
Mstep: Class 14 contains 4272 members 
Mstep: Class 16 contains 21606 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 3215 members 
Mstep: Class 20 contains 874 members 
Mstep: Class 21 contains 25734 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696836.000000 Penalty: 41806.339844
Iteration 87Q: 21 clusters Score -4.169684e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 18153 members 
Mstep: Class 3 contains 8192 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 3336 members 
Mstep: Class 6 contains 19585 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 37514 members 
Mstep: Class 10 contains 6605 members 
Mstep: Class 12 contains 11956 members 
Mstep: Class 13 contains 188563 members 
Mstep: Class 14 contains 4309 members 
Mstep: Class 16 contains 21612 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 3205 members 
Mstep: Class 20 contains 874 members 
Mstep: Class 21 contains 25738 members 
Mstep: Class 22 contains 2206 members 
Mstep: Class 23 contains 3400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696844.000000 Penalty: 41806.339844
Iteration 88Q: 21 clusters Score -4.169684e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 18140 members 
Mstep: Class 3 contains 8194 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19572 members 
Mstep: Class 7 contains 11480 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 37458 members 
Mstep: Class 10 contains 6606 members 
Mstep: Class 12 contains 11956 members 
Mstep: Class 13 contains 188548 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 16 contains 21617 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 25738 members 
Mstep: Class 22 contains 2205 members 
Mstep: Class 23 contains 3423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696968.000000 Penalty: 41806.339844
Iteration 89Q: 21 clusters Score -4.169697e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 18130 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19564 members 
Mstep: Class 7 contains 11503 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 37415 members 
Mstep: Class 10 contains 6606 members 
Mstep: Class 12 contains 11959 members 
Mstep: Class 13 contains 188555 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 16 contains 21612 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 25738 members 
Mstep: Class 22 contains 2204 members 
Mstep: Class 23 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696960.000000 Penalty: 41806.339844
Iteration 90Q: 21 clusters Score -4.169696e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 18126 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19552 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 37385 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 12 contains 11964 members 
Mstep: Class 13 contains 188561 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 16 contains 21610 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 25742 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 3453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696964.000000 Penalty: 41806.339844
Iteration 91Q: 21 clusters Score -4.169696e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 18120 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 11532 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 37340 members 
Mstep: Class 10 contains 6605 members 
Mstep: Class 12 contains 11968 members 
Mstep: Class 13 contains 188572 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 16 contains 21612 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 25740 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 3471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696920.000000 Penalty: 41806.339844
Iteration 92Q: 21 clusters Score -4.169692e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 18121 members 
Mstep: Class 3 contains 8198 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 19537 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 37294 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 12 contains 11967 members 
Mstep: Class 13 contains 188577 members 
Mstep: Class 14 contains 4421 members 
Mstep: Class 16 contains 21615 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 25742 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 3491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696884.000000 Penalty: 41806.339844
Iteration 93Q: 21 clusters Score -4.169688e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 18120 members 
Mstep: Class 3 contains 8198 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 19529 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 1236 members 
Mstep: Class 9 contains 37246 members 
Mstep: Class 10 contains 6610 members 
Mstep: Class 12 contains 11968 members 
Mstep: Class 13 contains 188600 members 
Mstep: Class 14 contains 4429 members 
Mstep: Class 16 contains 21620 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 25744 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696892.000000 Penalty: 41806.339844
Iteration 94Q: 21 clusters Score -4.169689e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 18125 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19525 members 
Mstep: Class 7 contains 11557 members 
Mstep: Class 8 contains 1237 members 
Mstep: Class 9 contains 37208 members 
Mstep: Class 10 contains 6610 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 188614 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25741 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 3516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696948.000000 Penalty: 41806.339844
Iteration 95Q: 21 clusters Score -4.169695e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 18128 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19522 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 1239 members 
Mstep: Class 9 contains 37172 members 
Mstep: Class 10 contains 6611 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 188611 members 
Mstep: Class 14 contains 4452 members 
Mstep: Class 16 contains 21628 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25744 members 
Mstep: Class 22 contains 2201 members 
Mstep: Class 23 contains 3530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696948.000000 Penalty: 41806.339844
Iteration 96Q: 21 clusters Score -4.169695e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 18128 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19519 members 
Mstep: Class 7 contains 11571 members 
Mstep: Class 8 contains 1239 members 
Mstep: Class 9 contains 37137 members 
Mstep: Class 10 contains 6612 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 188611 members 
Mstep: Class 14 contains 4460 members 
Mstep: Class 16 contains 21634 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25744 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 3544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696892.000000 Penalty: 41806.339844
Iteration 97Q: 21 clusters Score -4.169689e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 18129 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19515 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 1238 members 
Mstep: Class 9 contains 37115 members 
Mstep: Class 10 contains 6611 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 188611 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 16 contains 21635 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25744 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 3551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696908.000000 Penalty: 41806.339844
Iteration 98Q: 21 clusters Score -4.169691e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 18125 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19511 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 1236 members 
Mstep: Class 9 contains 37102 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 188626 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 16 contains 21635 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 3153 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25744 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696912.000000 Penalty: 41806.339844
Iteration 99Q: 21 clusters Score -4.169691e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 18125 members 
Mstep: Class 3 contains 8204 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19507 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 37094 members 
Mstep: Class 10 contains 6604 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 188633 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 16 contains 21634 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25749 members 
Mstep: Class 22 contains 2204 members 
Mstep: Class 23 contains 3561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696940.000000 Penalty: 41806.339844
Iteration 100F: 21 clusters Score -4.169694e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 18127 members 
Mstep: Class 3 contains 8203 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19504 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 37083 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 188645 members 
Mstep: Class 14 contains 4479 members 
Mstep: Class 16 contains 21632 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25748 members 
Mstep: Class 22 contains 2205 members 
Mstep: Class 23 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696904.000000 Penalty: 41806.339844
Iteration 101Q: 21 clusters Score -4.16969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18127 members 
Mstep: Class 3 contains 8203 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19504 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 9 contains 37071 members 
Mstep: Class 10 contains 6604 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 188653 members 
Mstep: Class 14 contains 4479 members 
Mstep: Class 16 contains 21631 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25748 members 
Mstep: Class 22 contains 2205 members 
Mstep: Class 23 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696952.000000 Penalty: 41806.339844
Iteration 102Q: 21 clusters Score -4.169695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18128 members 
Mstep: Class 3 contains 8203 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19504 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 37063 members 
Mstep: Class 10 contains 6605 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 188652 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21631 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25750 members 
Mstep: Class 22 contains 2206 members 
Mstep: Class 23 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696964.000000 Penalty: 41806.339844
Iteration 103Q: 21 clusters Score -4.169696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18128 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19504 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 37058 members 
Mstep: Class 10 contains 6606 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 188646 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25751 members 
Mstep: Class 22 contains 2207 members 
Mstep: Class 23 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696964.000000 Penalty: 41806.339844
Iteration 104Q: 21 clusters Score -4.169696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 18130 members 
Mstep: Class 3 contains 8203 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19502 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 1227 members 
Mstep: Class 9 contains 37054 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 188643 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21628 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25752 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 3593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696988.000000 Penalty: 41806.339844
Iteration 105Q: 21 clusters Score -4.169699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 18128 members 
Mstep: Class 3 contains 8203 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 19500 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 37047 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 188649 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25751 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696980.000000 Penalty: 41806.339844
Iteration 106Q: 21 clusters Score -4.169698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 18130 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19497 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 1224 members 
Mstep: Class 9 contains 37044 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 188647 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25752 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697008.000000 Penalty: 41806.339844
Iteration 107Q: 21 clusters Score -4.169701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18129 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19494 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 1223 members 
Mstep: Class 9 contains 37040 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 188652 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25753 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697020.000000 Penalty: 41806.339844
Iteration 108Q: 21 clusters Score -4.169702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18131 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19491 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 37035 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 188656 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25753 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697016.000000 Penalty: 41806.339844
Iteration 109Q: 21 clusters Score -4.169702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19490 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 1221 members 
Mstep: Class 9 contains 37030 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 188657 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25752 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697016.000000 Penalty: 41806.339844
Iteration 110Q: 21 clusters Score -4.169702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18131 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19491 members 
Mstep: Class 7 contains 11593 members 
Mstep: Class 8 contains 1220 members 
Mstep: Class 9 contains 37027 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 13 contains 188658 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25753 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696992.000000 Penalty: 41806.339844
Iteration 111Q: 21 clusters Score -4.169699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19492 members 
Mstep: Class 7 contains 11594 members 
Mstep: Class 8 contains 1220 members 
Mstep: Class 9 contains 37024 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11970 members 
Mstep: Class 13 contains 188659 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697020.000000 Penalty: 41806.339844
Iteration 112Q: 21 clusters Score -4.169702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11595 members 
Mstep: Class 8 contains 1220 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 13 contains 188660 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697056.000000 Penalty: 41806.339844
Iteration 113Q: 21 clusters Score -4.169706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11595 members 
Mstep: Class 8 contains 1220 members 
Mstep: Class 9 contains 37019 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11970 members 
Mstep: Class 13 contains 188662 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25756 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697036.000000 Penalty: 41806.339844
Iteration 114Q: 21 clusters Score -4.169704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11596 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 37019 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11968 members 
Mstep: Class 13 contains 188664 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21631 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697036.000000 Penalty: 41806.339844
Iteration 115Q: 21 clusters Score -4.169704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 37019 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 188662 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21631 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697040.000000 Penalty: 41806.339844
Iteration 116Q: 21 clusters Score -4.169704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11598 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 37018 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 188662 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21631 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697024.000000 Penalty: 41806.339844
Iteration 117Q: 21 clusters Score -4.169702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11599 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 37016 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 188664 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21631 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697040.000000 Penalty: 41806.339844
Iteration 118Q: 21 clusters Score -4.169704e+07 nChanged 2
Entering ConstructFrom: 
Score: -41697040.000000 Penalty: 41806.339844
Entering ConstructFrom: 
Trying to split cluster 1 (15429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Entering Unmasked Estep 
Score: -1730413.000000 Penalty: 1567.150635
	Iteration 0F: 2 clusters Score -1730413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1719751.625000 Penalty: 3134.301270
	Iteration 0F: 3 clusters Score -1719752 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1723449.500000 Penalty: 3134.301270
	Iteration 1F: 3 clusters Score -1723450 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1723794.000000 Penalty: 3134.301270
	Iteration 2F: 3 clusters Score -1723794 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1724168.875000 Penalty: 3134.301270
	Iteration 3F: 3 clusters Score -1724169 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1724603.000000 Penalty: 3134.301270
	Iteration 4F: 3 clusters Score -1724603 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1725105.000000 Penalty: 3134.301270
	Iteration 5F: 3 clusters Score -1725105 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1725712.000000 Penalty: 3134.301270
	Iteration 6F: 3 clusters Score -1725712 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1726459.000000 Penalty: 3134.301270
	Iteration 7F: 3 clusters Score -1726459 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1727254.750000 Penalty: 3134.301270
	Iteration 8F: 3 clusters Score -1727255 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1727971.250000 Penalty: 3134.301270
	Iteration 9F: 3 clusters Score -1727971 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1728548.875000 Penalty: 3134.301270
	Iteration 10Q: 3 clusters Score -1728549 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1729004.000000 Penalty: 3134.301270
	Iteration 11Q: 3 clusters Score -1729004 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1729384.500000 Penalty: 3134.301270
	Iteration 12Q: 3 clusters Score -1729384 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1729686.875000 Penalty: 3134.301270
	Iteration 13Q: 3 clusters Score -1729687 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1729892.500000 Penalty: 3134.301270
	Iteration 14Q: 3 clusters Score -1729892 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1729980.250000 Penalty: 3134.301270
	Iteration 15Q: 3 clusters Score -1729980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1730026.500000 Penalty: 3134.301270
	Iteration 16Q: 3 clusters Score -1730026 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1730049.875000 Penalty: 3134.301270
	Iteration 17Q: 3 clusters Score -1730050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1730062.250000 Penalty: 3134.301270
	Iteration 18Q: 3 clusters Score -1730062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1730066.750000 Penalty: 3134.301270
	Iteration 19Q: 3 clusters Score -1730067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1730073.500000 Penalty: 3134.301270
	Iteration 20F: 3 clusters Score -1730074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1730075.375000 Penalty: 3134.301270
	Iteration 21Q: 3 clusters Score -1730075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1730079.625000 Penalty: 3134.301270
	Iteration 22Q: 3 clusters Score -1730080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1730080.625000 Penalty: 3134.301270
	Iteration 23Q: 3 clusters Score -1730081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1730078.125000 Penalty: 3134.301270
	Iteration 24Q: 3 clusters Score -1730078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1730080.750000 Penalty: 3134.301270
	Iteration 25Q: 3 clusters Score -1730081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1730084.000000 Penalty: 3134.301270
	Iteration 26Q: 3 clusters Score -1730084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1730084.625000 Penalty: 3134.301270
	Iteration 27Q: 3 clusters Score -1730085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1730086.375000 Penalty: 3134.301270
	Iteration 28Q: 3 clusters Score -1730086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1730087.125000 Penalty: 3134.301270
	Iteration 29Q: 3 clusters Score -1730087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1730085.750000 Penalty: 3134.301270
	Iteration 30Q: 3 clusters Score -1730086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1730086.125000 Penalty: 3134.301270
	Iteration 31Q: 3 clusters Score -1730086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1730086.500000 Penalty: 3134.301270
	Iteration 32Q: 3 clusters Score -1730086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1730091.250000 Penalty: 3134.301270
	Iteration 33Q: 3 clusters Score -1730091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1730091.250000 Penalty: 3134.301270
	Iteration 34F: 3 clusters Score -1730091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Entering Unmasked Estep 
Score: -2032820.375000 Penalty: 1593.382935
	Iteration 0F: 2 clusters Score -2032820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2020260.125000 Penalty: 3186.765869
	Iteration 0F: 3 clusters Score -2020260 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2024877.250000 Penalty: 3186.765869
	Iteration 1F: 3 clusters Score -2024877 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2025128.500000 Penalty: 3186.765869
	Iteration 2Q: 3 clusters Score -2025128 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2025335.250000 Penalty: 3186.765869
	Iteration 3Q: 3 clusters Score -2025335 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2025511.000000 Penalty: 3186.765869
	Iteration 4Q: 3 clusters Score -2025511 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2025652.875000 Penalty: 3186.765869
	Iteration 5Q: 3 clusters Score -2025653 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2025825.625000 Penalty: 3186.765869
	Iteration 6Q: 3 clusters Score -2025826 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2026001.125000 Penalty: 3186.765869
	Iteration 7Q: 3 clusters Score -2026001 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2026178.500000 Penalty: 3186.765869
	Iteration 8Q: 3 clusters Score -2026178 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2026407.125000 Penalty: 3186.765869
	Iteration 9Q: 3 clusters Score -2026407 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2026666.875000 Penalty: 3186.765869
	Iteration 10Q: 3 clusters Score -2026667 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2026989.375000 Penalty: 3186.765869
	Iteration 11Q: 3 clusters Score -2026989 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2027369.500000 Penalty: 3186.765869
	Iteration 12Q: 3 clusters Score -2027370 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2027748.375000 Penalty: 3186.765869
	Iteration 13Q: 3 clusters Score -2027748 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2028155.750000 Penalty: 3186.765869
	Iteration 14Q: 3 clusters Score -2028156 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2028500.250000 Penalty: 3186.765869
	Iteration 15Q: 3 clusters Score -2028500 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2028733.750000 Penalty: 3186.765869
	Iteration 16Q: 3 clusters Score -2028734 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2028887.000000 Penalty: 3186.765869
	Iteration 17Q: 3 clusters Score -2028887 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2028965.000000 Penalty: 3186.765869
	Iteration 18Q: 3 clusters Score -2028965 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2029026.750000 Penalty: 3186.765869
	Iteration 19Q: 3 clusters Score -2029027 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2029067.250000 Penalty: 3186.765869
	Iteration 20F: 3 clusters Score -2029067 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2029086.750000 Penalty: 3186.765869
	Iteration 21Q: 3 clusters Score -2029087 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2029113.875000 Penalty: 3186.765869
	Iteration 22Q: 3 clusters Score -2029114 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2029141.125000 Penalty: 3186.765869
	Iteration 23Q: 3 clusters Score -2029141 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2029168.250000 Penalty: 3186.765869
	Iteration 24Q: 3 clusters Score -2029168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2029194.500000 Penalty: 3186.765869
	Iteration 25Q: 3 clusters Score -2029194 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2029234.250000 Penalty: 3186.765869
	Iteration 26Q: 3 clusters Score -2029234 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2029264.125000 Penalty: 3186.765869
	Iteration 27Q: 3 clusters Score -2029264 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2029303.375000 Penalty: 3186.765869
	Iteration 28Q: 3 clusters Score -2029303 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2029352.000000 Penalty: 3186.765869
	Iteration 29Q: 3 clusters Score -2029352 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2029411.000000 Penalty: 3186.765869
	Iteration 30Q: 3 clusters Score -2029411 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2029498.875000 Penalty: 3186.765869
	Iteration 31Q: 3 clusters Score -2029499 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2029613.625000 Penalty: 3186.765869
	Iteration 32Q: 3 clusters Score -2029614 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2029760.125000 Penalty: 3186.765869
	Iteration 33Q: 3 clusters Score -2029760 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2029976.000000 Penalty: 3186.765869
	Iteration 34Q: 3 clusters Score -2029976 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2030248.000000 Penalty: 3186.765869
	Iteration 35Q: 3 clusters Score -2030248 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2030483.000000 Penalty: 3186.765869
	Iteration 36Q: 3 clusters Score -2030483 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2030650.625000 Penalty: 3186.765869
	Iteration 37Q: 3 clusters Score -2030651 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2030754.500000 Penalty: 3186.765869
	Iteration 38Q: 3 clusters Score -2030754 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2030820.875000 Penalty: 3186.765869
	Iteration 39Q: 3 clusters Score -2030821 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2030873.000000 Penalty: 3186.765869
	Iteration 40F: 3 clusters Score -2030873 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2030923.000000 Penalty: 3186.765869
	Iteration 41Q: 3 clusters Score -2030923 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2030968.750000 Penalty: 3186.765869
	Iteration 42Q: 3 clusters Score -2030969 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2030997.125000 Penalty: 3186.765869
	Iteration 43Q: 3 clusters Score -2030997 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2031031.250000 Penalty: 3186.765869
	Iteration 44Q: 3 clusters Score -2031031 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2031062.500000 Penalty: 3186.765869
	Iteration 45Q: 3 clusters Score -2031062 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2031090.375000 Penalty: 3186.765869
	Iteration 46Q: 3 clusters Score -2031090 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2031126.250000 Penalty: 3186.765869
	Iteration 47Q: 3 clusters Score -2031126 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2031160.125000 Penalty: 3186.765869
	Iteration 48Q: 3 clusters Score -2031160 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2031175.000000 Penalty: 3186.765869
	Iteration 49Q: 3 clusters Score -2031175 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2031199.375000 Penalty: 3186.765869
	Iteration 50Q: 3 clusters Score -2031199 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2031211.500000 Penalty: 3186.765869
	Iteration 51Q: 3 clusters Score -2031212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2031222.625000 Penalty: 3186.765869
	Iteration 52Q: 3 clusters Score -2031223 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2031233.875000 Penalty: 3186.765869
	Iteration 53Q: 3 clusters Score -2031234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2031247.500000 Penalty: 3186.765869
	Iteration 54Q: 3 clusters Score -2031248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2031263.500000 Penalty: 3186.765869
	Iteration 55Q: 3 clusters Score -2031264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2031281.500000 Penalty: 3186.765869
	Iteration 56Q: 3 clusters Score -2031282 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2031297.625000 Penalty: 3186.765869
	Iteration 57Q: 3 clusters Score -2031298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2031306.625000 Penalty: 3186.765869
	Iteration 58Q: 3 clusters Score -2031307 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2031328.125000 Penalty: 3186.765869
	Iteration 59Q: 3 clusters Score -2031328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2031353.750000 Penalty: 3186.765869
	Iteration 60F: 3 clusters Score -2031354 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2031375.875000 Penalty: 3186.765869
	Iteration 61Q: 3 clusters Score -2031376 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2031404.125000 Penalty: 3186.765869
	Iteration 62Q: 3 clusters Score -2031404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2031429.375000 Penalty: 3186.765869
	Iteration 63Q: 3 clusters Score -2031429 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2031470.500000 Penalty: 3186.765869
	Iteration 64Q: 3 clusters Score -2031470 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2031496.875000 Penalty: 3186.765869
	Iteration 65Q: 3 clusters Score -2031497 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2031535.000000 Penalty: 3186.765869
	Iteration 66Q: 3 clusters Score -2031535 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2031576.250000 Penalty: 3186.765869
	Iteration 67Q: 3 clusters Score -2031576 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2031601.250000 Penalty: 3186.765869
	Iteration 68Q: 3 clusters Score -2031601 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2031621.375000 Penalty: 3186.765869
	Iteration 69Q: 3 clusters Score -2031621 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2031636.250000 Penalty: 3186.765869
	Iteration 70Q: 3 clusters Score -2031636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2031653.375000 Penalty: 3186.765869
	Iteration 71Q: 3 clusters Score -2031653 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2031673.750000 Penalty: 3186.765869
	Iteration 72Q: 3 clusters Score -2031674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2031693.000000 Penalty: 3186.765869
	Iteration 73Q: 3 clusters Score -2031693 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2031704.625000 Penalty: 3186.765869
	Iteration 74Q: 3 clusters Score -2031705 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2031724.000000 Penalty: 3186.765869
	Iteration 75Q: 3 clusters Score -2031724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2031732.375000 Penalty: 3186.765869
	Iteration 76Q: 3 clusters Score -2031732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2031751.375000 Penalty: 3186.765869
	Iteration 77Q: 3 clusters Score -2031751 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2031761.375000 Penalty: 3186.765869
	Iteration 78Q: 3 clusters Score -2031761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2031780.375000 Penalty: 3186.765869
	Iteration 79Q: 3 clusters Score -2031780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2031786.750000 Penalty: 3186.765869
	Iteration 80F: 3 clusters Score -2031787 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2031802.875000 Penalty: 3186.765869
	Iteration 81Q: 3 clusters Score -2031803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2031812.250000 Penalty: 3186.765869
	Iteration 82Q: 3 clusters Score -2031812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2031822.250000 Penalty: 3186.765869
	Iteration 83Q: 3 clusters Score -2031822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2031833.875000 Penalty: 3186.765869
	Iteration 84Q: 3 clusters Score -2031834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2031849.750000 Penalty: 3186.765869
	Iteration 85Q: 3 clusters Score -2031850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2031870.625000 Penalty: 3186.765869
	Iteration 86Q: 3 clusters Score -2031871 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2031874.500000 Penalty: 3186.765869
	Iteration 87Q: 3 clusters Score -2031874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2031881.625000 Penalty: 3186.765869
	Iteration 88Q: 3 clusters Score -2031882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2031895.375000 Penalty: 3186.765869
	Iteration 89Q: 3 clusters Score -2031895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2031901.375000 Penalty: 3186.765869
	Iteration 90Q: 3 clusters Score -2031901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2031907.500000 Penalty: 3186.765869
	Iteration 91Q: 3 clusters Score -2031908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2031917.750000 Penalty: 3186.765869
	Iteration 92Q: 3 clusters Score -2031918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2031926.500000 Penalty: 3186.765869
	Iteration 93Q: 3 clusters Score -2031926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2031936.875000 Penalty: 3186.765869
	Iteration 94Q: 3 clusters Score -2031937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2031950.750000 Penalty: 3186.765869
	Iteration 95Q: 3 clusters Score -2031951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2031964.750000 Penalty: 3186.765869
	Iteration 96Q: 3 clusters Score -2031965 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2031971.750000 Penalty: 3186.765869
	Iteration 97Q: 3 clusters Score -2031972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2031996.125000 Penalty: 3186.765869
	Iteration 98Q: 3 clusters Score -2031996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2032014.500000 Penalty: 3186.765869
	Iteration 99Q: 3 clusters Score -2032014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2032049.000000 Penalty: 3186.765869
	Iteration 100F: 3 clusters Score -2032049 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2032088.625000 Penalty: 3186.765869
	Iteration 101Q: 3 clusters Score -2032089 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2032148.375000 Penalty: 3186.765869
	Iteration 102Q: 3 clusters Score -2032148 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2032222.625000 Penalty: 3186.765869
	Iteration 103Q: 3 clusters Score -2032223 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2032305.750000 Penalty: 3186.765869
	Iteration 104Q: 3 clusters Score -2032306 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2032421.500000 Penalty: 3186.765869
	Iteration 105Q: 3 clusters Score -2032422 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2032543.375000 Penalty: 3186.765869
	Iteration 106Q: 3 clusters Score -2032543 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2032657.500000 Penalty: 3186.765869
	Iteration 107Q: 3 clusters Score -2032658 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2032749.875000 Penalty: 3186.765869
	Iteration 108Q: 3 clusters Score -2032750 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2032805.000000 Penalty: 3186.765869
	Iteration 109Q: 3 clusters Score -2032805 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2032830.000000 Penalty: 3186.765869
	Iteration 110Q: 3 clusters Score -2032830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2032845.375000 Penalty: 3186.765869
	Iteration 111Q: 3 clusters Score -2032845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2032850.625000 Penalty: 3186.765869
	Iteration 112Q: 3 clusters Score -2032851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2032852.750000 Penalty: 3186.765869
	Iteration 113Q: 3 clusters Score -2032853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2032859.750000 Penalty: 3186.765869
	Iteration 114Q: 3 clusters Score -2032860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2032862.750000 Penalty: 3186.765869
	Iteration 115Q: 3 clusters Score -2032863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2032861.500000 Penalty: 3186.765869
	Iteration 116Q: 3 clusters Score -2032862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2032862.000000 Penalty: 3186.765869
	Iteration 117Q: 3 clusters Score -2032862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2032861.625000 Penalty: 3186.765869
	Iteration 118Q: 3 clusters Score -2032862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2032865.500000 Penalty: 3186.765869
	Iteration 119Q: 3 clusters Score -2032866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2032864.375000 Penalty: 3186.765869
	Iteration 120F: 3 clusters Score -2032864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2032864.500000 Penalty: 3186.765869
	Iteration 121Q: 3 clusters Score -2032864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2032863.875000 Penalty: 3186.765869
	Iteration 122Q: 3 clusters Score -2032864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2032867.000000 Penalty: 3186.765869
	Iteration 123Q: 3 clusters Score -2032867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2032867.000000 Penalty: 3186.765869
	Iteration 124F: 3 clusters Score -2032867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 13469 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 37017 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 188664 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
Score: -41696736.000000 Penalty: 43896.656250
Splitting cluster 2 changes total score from -41697040.000000 to -41696736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -887233.812500 Penalty: 1464.451904
	Iteration 0F: 2 clusters Score -887233.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -881220.687500 Penalty: 2928.903809
	Iteration 0F: 3 clusters Score -881220.7 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -883453.625000 Penalty: 2928.903809
	Iteration 1F: 3 clusters Score -883453.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -884189.875000 Penalty: 2928.903809
	Iteration 2F: 3 clusters Score -884189.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -884819.062500 Penalty: 2928.903809
	Iteration 3F: 3 clusters Score -884819.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -885273.812500 Penalty: 2928.903809
	Iteration 4F: 3 clusters Score -885273.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -885641.375000 Penalty: 2928.903809
	Iteration 5F: 3 clusters Score -885641.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -885928.875000 Penalty: 2928.903809
	Iteration 6F: 3 clusters Score -885928.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -886120.875000 Penalty: 2928.903809
	Iteration 7Q: 3 clusters Score -886120.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -886279.812500 Penalty: 2928.903809
	Iteration 8Q: 3 clusters Score -886279.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -886399.000000 Penalty: 2928.903809
	Iteration 9Q: 3 clusters Score -886399 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -886483.875000 Penalty: 2928.903809
	Iteration 10Q: 3 clusters Score -886483.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -886546.562500 Penalty: 2928.903809
	Iteration 11Q: 3 clusters Score -886546.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -886594.437500 Penalty: 2928.903809
	Iteration 12Q: 3 clusters Score -886594.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -886632.187500 Penalty: 2928.903809
	Iteration 13Q: 3 clusters Score -886632.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -886676.625000 Penalty: 2928.903809
	Iteration 14Q: 3 clusters Score -886676.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -886713.812500 Penalty: 2928.903809
	Iteration 15Q: 3 clusters Score -886713.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -886743.062500 Penalty: 2928.903809
	Iteration 16Q: 3 clusters Score -886743.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -886767.562500 Penalty: 2928.903809
	Iteration 17Q: 3 clusters Score -886767.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -886797.187500 Penalty: 2928.903809
	Iteration 18Q: 3 clusters Score -886797.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -886819.375000 Penalty: 2928.903809
	Iteration 19Q: 3 clusters Score -886819.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -886841.687500 Penalty: 2928.903809
	Iteration 20F: 3 clusters Score -886841.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -886869.500000 Penalty: 2928.903809
	Iteration 21Q: 3 clusters Score -886869.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -886892.625000 Penalty: 2928.903809
	Iteration 22Q: 3 clusters Score -886892.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -886907.625000 Penalty: 2928.903809
	Iteration 23Q: 3 clusters Score -886907.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -886919.625000 Penalty: 2928.903809
	Iteration 24Q: 3 clusters Score -886919.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -886931.875000 Penalty: 2928.903809
	Iteration 25Q: 3 clusters Score -886931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -886934.625000 Penalty: 2928.903809
	Iteration 26Q: 3 clusters Score -886934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -886935.250000 Penalty: 2928.903809
	Iteration 27Q: 3 clusters Score -886935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -886939.937500 Penalty: 2928.903809
	Iteration 28Q: 3 clusters Score -886939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -886941.687500 Penalty: 2928.903809
	Iteration 29Q: 3 clusters Score -886941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -886943.312500 Penalty: 2928.903809
	Iteration 30Q: 3 clusters Score -886943.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -886944.687500 Penalty: 2928.903809
	Iteration 31Q: 3 clusters Score -886944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -886943.750000 Penalty: 2928.903809
	Iteration 32Q: 3 clusters Score -886943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -886947.187500 Penalty: 2928.903809
	Iteration 33Q: 3 clusters Score -886947.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -886948.125000 Penalty: 2928.903809
	Iteration 34Q: 3 clusters Score -886948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -886948.000000 Penalty: 2928.903809
	Iteration 35Q: 3 clusters Score -886948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -886947.687500 Penalty: 2928.903809
	Iteration 36Q: 3 clusters Score -886947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -886947.687500 Penalty: 2928.903809
	Iteration 37F: 3 clusters Score -886947.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -36800.527344 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -36800.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35878.535156 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -35878.54 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36141.042969 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -36141.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36296.437500 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -36296.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36392.199219 Penalty: 1966.163452
	Iteration 3F: 3 clusters Score -36392.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36444.781250 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -36444.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36480.085938 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -36480.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36511.484375 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -36511.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36529.304688 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -36529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36581.363281 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -36581.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36592.058594 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -36592.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36592.058594 Penalty: 1966.163452
	Iteration 10F: 3 clusters Score -36592.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -370485.406250 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -370485.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -367527.812500 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -367527.8 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -368249.718750 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -368249.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -368380.437500 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -368380.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -368459.562500 Penalty: 2636.766113
	Iteration 3Q: 3 clusters Score -368459.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -368524.875000 Penalty: 2636.766113
	Iteration 4Q: 3 clusters Score -368524.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -368575.843750 Penalty: 2636.766113
	Iteration 5Q: 3 clusters Score -368575.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -368618.625000 Penalty: 2636.766113
	Iteration 6Q: 3 clusters Score -368618.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -368654.750000 Penalty: 2636.766113
	Iteration 7Q: 3 clusters Score -368654.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -368672.812500 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -368672.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -368690.875000 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -368690.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -368710.750000 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -368710.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -368727.500000 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -368727.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -368744.062500 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -368744.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -368763.718750 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -368763.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -368781.968750 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -368782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -368804.187500 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -368804.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -368823.500000 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -368823.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -368846.750000 Penalty: 2636.766113
	Iteration 17Q: 3 clusters Score -368846.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -368866.593750 Penalty: 2636.766113
	Iteration 18Q: 3 clusters Score -368866.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -368892.312500 Penalty: 2636.766113
	Iteration 19Q: 3 clusters Score -368892.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -368919.937500 Penalty: 2636.766113
	Iteration 20F: 3 clusters Score -368919.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -368964.156250 Penalty: 2636.766113
	Iteration 21Q: 3 clusters Score -368964.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -369011.093750 Penalty: 2636.766113
	Iteration 22Q: 3 clusters Score -369011.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -369051.500000 Penalty: 2636.766113
	Iteration 23Q: 3 clusters Score -369051.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -369091.062500 Penalty: 2636.766113
	Iteration 24Q: 3 clusters Score -369091.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -369134.562500 Penalty: 2636.766113
	Iteration 25Q: 3 clusters Score -369134.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -369187.281250 Penalty: 2636.766113
	Iteration 26Q: 3 clusters Score -369187.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -369223.843750 Penalty: 2636.766113
	Iteration 27Q: 3 clusters Score -369223.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -369254.375000 Penalty: 2636.766113
	Iteration 28Q: 3 clusters Score -369254.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -369287.343750 Penalty: 2636.766113
	Iteration 29Q: 3 clusters Score -369287.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -369312.562500 Penalty: 2636.766113
	Iteration 30Q: 3 clusters Score -369312.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -369335.406250 Penalty: 2636.766113
	Iteration 31Q: 3 clusters Score -369335.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -369353.531250 Penalty: 2636.766113
	Iteration 32Q: 3 clusters Score -369353.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -369359.906250 Penalty: 2636.766113
	Iteration 33Q: 3 clusters Score -369359.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -369368.625000 Penalty: 2636.766113
	Iteration 34Q: 3 clusters Score -369368.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -369375.968750 Penalty: 2636.766113
	Iteration 35Q: 3 clusters Score -369376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -369380.500000 Penalty: 2636.766113
	Iteration 36Q: 3 clusters Score -369380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -369383.625000 Penalty: 2636.766113
	Iteration 37Q: 3 clusters Score -369383.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -369385.937500 Penalty: 2636.766113
	Iteration 38Q: 3 clusters Score -369385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -369387.843750 Penalty: 2636.766113
	Iteration 39Q: 3 clusters Score -369387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -369389.062500 Penalty: 2636.766113
	Iteration 40F: 3 clusters Score -369389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -369390.093750 Penalty: 2636.766113
	Iteration 41Q: 3 clusters Score -369390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -369391.531250 Penalty: 2636.766113
	Iteration 42Q: 3 clusters Score -369391.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -369391.531250 Penalty: 2636.766113
	Iteration 43F: 3 clusters Score -369391.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Entering Unmasked Estep 
Score: -2201242.000000 Penalty: 1605.144165
	Iteration 0F: 2 clusters Score -2201242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2187886.750000 Penalty: 3210.288330
	Iteration 0F: 3 clusters Score -2187887 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2192670.250000 Penalty: 3210.288330
	Iteration 1F: 3 clusters Score -2192670 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2193024.750000 Penalty: 3210.288330
	Iteration 2Q: 3 clusters Score -2193025 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2193370.750000 Penalty: 3210.288330
	Iteration 3Q: 3 clusters Score -2193371 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2193742.000000 Penalty: 3210.288330
	Iteration 4Q: 3 clusters Score -2193742 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2194186.000000 Penalty: 3210.288330
	Iteration 5Q: 3 clusters Score -2194186 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2194718.250000 Penalty: 3210.288330
	Iteration 6Q: 3 clusters Score -2194718 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2195443.500000 Penalty: 3210.288330
	Iteration 7F: 3 clusters Score -2195444 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2196345.250000 Penalty: 3210.288330
	Iteration 8F: 3 clusters Score -2196345 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2197322.000000 Penalty: 3210.288330
	Iteration 9F: 3 clusters Score -2197322 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2198084.000000 Penalty: 3210.288330
	Iteration 10Q: 3 clusters Score -2198084 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2198614.750000 Penalty: 3210.288330
	Iteration 11Q: 3 clusters Score -2198615 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2198921.500000 Penalty: 3210.288330
	Iteration 12Q: 3 clusters Score -2198922 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2199114.250000 Penalty: 3210.288330
	Iteration 13Q: 3 clusters Score -2199114 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2199258.500000 Penalty: 3210.288330
	Iteration 14Q: 3 clusters Score -2199258 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2199359.250000 Penalty: 3210.288330
	Iteration 15Q: 3 clusters Score -2199359 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2199424.000000 Penalty: 3210.288330
	Iteration 16Q: 3 clusters Score -2199424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2199475.500000 Penalty: 3210.288330
	Iteration 17Q: 3 clusters Score -2199476 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2199524.750000 Penalty: 3210.288330
	Iteration 18Q: 3 clusters Score -2199525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2199559.000000 Penalty: 3210.288330
	Iteration 19Q: 3 clusters Score -2199559 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2199589.750000 Penalty: 3210.288330
	Iteration 20F: 3 clusters Score -2199590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2199614.000000 Penalty: 3210.288330
	Iteration 21Q: 3 clusters Score -2199614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2199645.750000 Penalty: 3210.288330
	Iteration 22Q: 3 clusters Score -2199646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2199661.250000 Penalty: 3210.288330
	Iteration 23Q: 3 clusters Score -2199661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2199676.000000 Penalty: 3210.288330
	Iteration 24Q: 3 clusters Score -2199676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2199685.000000 Penalty: 3210.288330
	Iteration 25Q: 3 clusters Score -2199685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2199695.500000 Penalty: 3210.288330
	Iteration 26Q: 3 clusters Score -2199696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2199702.000000 Penalty: 3210.288330
	Iteration 27Q: 3 clusters Score -2199702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2199705.000000 Penalty: 3210.288330
	Iteration 28Q: 3 clusters Score -2199705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2199712.250000 Penalty: 3210.288330
	Iteration 29Q: 3 clusters Score -2199712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2199716.000000 Penalty: 3210.288330
	Iteration 30Q: 3 clusters Score -2199716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2199721.750000 Penalty: 3210.288330
	Iteration 31Q: 3 clusters Score -2199722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2199724.750000 Penalty: 3210.288330
	Iteration 32Q: 3 clusters Score -2199725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2199727.750000 Penalty: 3210.288330
	Iteration 33Q: 3 clusters Score -2199728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2199735.250000 Penalty: 3210.288330
	Iteration 34Q: 3 clusters Score -2199735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2199740.250000 Penalty: 3210.288330
	Iteration 35Q: 3 clusters Score -2199740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2199750.750000 Penalty: 3210.288330
	Iteration 36Q: 3 clusters Score -2199751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2199757.000000 Penalty: 3210.288330
	Iteration 37Q: 3 clusters Score -2199757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2199765.250000 Penalty: 3210.288330
	Iteration 38Q: 3 clusters Score -2199765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2199769.500000 Penalty: 3210.288330
	Iteration 39Q: 3 clusters Score -2199770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2199776.500000 Penalty: 3210.288330
	Iteration 40F: 3 clusters Score -2199776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2199779.250000 Penalty: 3210.288330
	Iteration 41Q: 3 clusters Score -2199779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2199784.250000 Penalty: 3210.288330
	Iteration 42Q: 3 clusters Score -2199784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2199783.750000 Penalty: 3210.288330
	Iteration 43Q: 3 clusters Score -2199784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2199784.750000 Penalty: 3210.288330
	Iteration 44Q: 3 clusters Score -2199785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2199786.250000 Penalty: 3210.288330
	Iteration 45Q: 3 clusters Score -2199786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2199784.750000 Penalty: 3210.288330
	Iteration 46Q: 3 clusters Score -2199785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2199790.000000 Penalty: 3210.288330
	Iteration 47Q: 3 clusters Score -2199790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2199791.500000 Penalty: 3210.288330
	Iteration 48Q: 3 clusters Score -2199792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2199792.250000 Penalty: 3210.288330
	Iteration 49Q: 3 clusters Score -2199792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2199787.250000 Penalty: 3210.288330
	Iteration 50Q: 3 clusters Score -2199787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2199791.000000 Penalty: 3210.288330
	Iteration 51Q: 3 clusters Score -2199791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2199793.500000 Penalty: 3210.288330
	Iteration 52Q: 3 clusters Score -2199794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2199792.250000 Penalty: 3210.288330
	Iteration 53Q: 3 clusters Score -2199792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2199793.500000 Penalty: 3210.288330
	Iteration 54Q: 3 clusters Score -2199794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2199793.000000 Penalty: 3210.288330
	Iteration 55Q: 3 clusters Score -2199793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2199792.500000 Penalty: 3210.288330
	Iteration 56Q: 3 clusters Score -2199792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2199795.500000 Penalty: 3210.288330
	Iteration 57Q: 3 clusters Score -2199796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2199796.750000 Penalty: 3210.288330
	Iteration 58Q: 3 clusters Score -2199797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2199796.500000 Penalty: 3210.288330
	Iteration 59Q: 3 clusters Score -2199796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2199794.000000 Penalty: 3210.288330
	Iteration 60F: 3 clusters Score -2199794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2199797.000000 Penalty: 3210.288330
	Iteration 61Q: 3 clusters Score -2199797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2199797.000000 Penalty: 3210.288330
	Iteration 62F: 3 clusters Score -2199797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Entering Unmasked Estep 
Score: -1235641.125000 Penalty: 1520.798584
	Iteration 0F: 2 clusters Score -1235641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1227436.250000 Penalty: 3041.597168
	Iteration 0F: 3 clusters Score -1227436 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1230012.250000 Penalty: 3041.597168
	Iteration 1F: 3 clusters Score -1230012 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1230277.250000 Penalty: 3041.597168
	Iteration 2F: 3 clusters Score -1230277 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1230474.375000 Penalty: 3041.597168
	Iteration 3Q: 3 clusters Score -1230474 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1230633.125000 Penalty: 3041.597168
	Iteration 4Q: 3 clusters Score -1230633 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1230761.375000 Penalty: 3041.597168
	Iteration 5Q: 3 clusters Score -1230761 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1230889.875000 Penalty: 3041.597168
	Iteration 6Q: 3 clusters Score -1230890 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1231045.000000 Penalty: 3041.597168
	Iteration 7Q: 3 clusters Score -1231045 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1231211.125000 Penalty: 3041.597168
	Iteration 8Q: 3 clusters Score -1231211 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1231374.625000 Penalty: 3041.597168
	Iteration 9Q: 3 clusters Score -1231375 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1231554.625000 Penalty: 3041.597168
	Iteration 10Q: 3 clusters Score -1231555 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1231774.500000 Penalty: 3041.597168
	Iteration 11Q: 3 clusters Score -1231774 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1232005.750000 Penalty: 3041.597168
	Iteration 12Q: 3 clusters Score -1232006 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1232252.250000 Penalty: 3041.597168
	Iteration 13Q: 3 clusters Score -1232252 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1232501.125000 Penalty: 3041.597168
	Iteration 14Q: 3 clusters Score -1232501 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1232718.375000 Penalty: 3041.597168
	Iteration 15Q: 3 clusters Score -1232718 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1232914.500000 Penalty: 3041.597168
	Iteration 16Q: 3 clusters Score -1232914 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1233115.125000 Penalty: 3041.597168
	Iteration 17Q: 3 clusters Score -1233115 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1233300.125000 Penalty: 3041.597168
	Iteration 18Q: 3 clusters Score -1233300 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1233451.375000 Penalty: 3041.597168
	Iteration 19Q: 3 clusters Score -1233451 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1233569.125000 Penalty: 3041.597168
	Iteration 20F: 3 clusters Score -1233569 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1233685.625000 Penalty: 3041.597168
	Iteration 21Q: 3 clusters Score -1233686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1233778.750000 Penalty: 3041.597168
	Iteration 22Q: 3 clusters Score -1233779 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1233861.125000 Penalty: 3041.597168
	Iteration 23Q: 3 clusters Score -1233861 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1233923.375000 Penalty: 3041.597168
	Iteration 24Q: 3 clusters Score -1233923 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1233980.000000 Penalty: 3041.597168
	Iteration 25Q: 3 clusters Score -1233980 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1234016.750000 Penalty: 3041.597168
	Iteration 26Q: 3 clusters Score -1234017 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1234049.375000 Penalty: 3041.597168
	Iteration 27Q: 3 clusters Score -1234049 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1234076.125000 Penalty: 3041.597168
	Iteration 28Q: 3 clusters Score -1234076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1234107.375000 Penalty: 3041.597168
	Iteration 29Q: 3 clusters Score -1234107 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1234135.750000 Penalty: 3041.597168
	Iteration 30Q: 3 clusters Score -1234136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1234154.875000 Penalty: 3041.597168
	Iteration 31Q: 3 clusters Score -1234155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1234172.000000 Penalty: 3041.597168
	Iteration 32Q: 3 clusters Score -1234172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1234187.375000 Penalty: 3041.597168
	Iteration 33Q: 3 clusters Score -1234187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1234207.000000 Penalty: 3041.597168
	Iteration 34Q: 3 clusters Score -1234207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1234225.375000 Penalty: 3041.597168
	Iteration 35Q: 3 clusters Score -1234225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1234241.625000 Penalty: 3041.597168
	Iteration 36Q: 3 clusters Score -1234242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1234262.250000 Penalty: 3041.597168
	Iteration 37Q: 3 clusters Score -1234262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1234283.000000 Penalty: 3041.597168
	Iteration 38Q: 3 clusters Score -1234283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1234301.250000 Penalty: 3041.597168
	Iteration 39Q: 3 clusters Score -1234301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1234312.125000 Penalty: 3041.597168
	Iteration 40F: 3 clusters Score -1234312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1234317.125000 Penalty: 3041.597168
	Iteration 41Q: 3 clusters Score -1234317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1234323.125000 Penalty: 3041.597168
	Iteration 42Q: 3 clusters Score -1234323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1234326.125000 Penalty: 3041.597168
	Iteration 43Q: 3 clusters Score -1234326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1234332.250000 Penalty: 3041.597168
	Iteration 44Q: 3 clusters Score -1234332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1234337.125000 Penalty: 3041.597168
	Iteration 45Q: 3 clusters Score -1234337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1234341.000000 Penalty: 3041.597168
	Iteration 46Q: 3 clusters Score -1234341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1234341.375000 Penalty: 3041.597168
	Iteration 47Q: 3 clusters Score -1234341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1234339.875000 Penalty: 3041.597168
	Iteration 48Q: 3 clusters Score -1234340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1234339.875000 Penalty: 3041.597168
	Iteration 49F: 3 clusters Score -1234340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -125389.984375 Penalty: 1154.690308
	Iteration 0F: 2 clusters Score -125390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123784.734375 Penalty: 2309.380615
	Iteration 0F: 3 clusters Score -123784.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -124370.304688 Penalty: 2309.380615
	Iteration 1F: 3 clusters Score -124370.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -124521.625000 Penalty: 2309.380615
	Iteration 2F: 3 clusters Score -124521.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124640.828125 Penalty: 2309.380615
	Iteration 3F: 3 clusters Score -124640.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124752.046875 Penalty: 2309.380615
	Iteration 4F: 3 clusters Score -124752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -124839.015625 Penalty: 2309.380615
	Iteration 5Q: 3 clusters Score -124839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -124908.250000 Penalty: 2309.380615
	Iteration 6Q: 3 clusters Score -124908.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -124969.843750 Penalty: 2309.380615
	Iteration 7Q: 3 clusters Score -124969.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -125032.765625 Penalty: 2309.380615
	Iteration 8Q: 3 clusters Score -125032.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -125082.523438 Penalty: 2309.380615
	Iteration 9Q: 3 clusters Score -125082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -125123.960938 Penalty: 2309.380615
	Iteration 10Q: 3 clusters Score -125124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -125144.843750 Penalty: 2309.380615
	Iteration 11Q: 3 clusters Score -125144.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -125165.093750 Penalty: 2309.380615
	Iteration 12Q: 3 clusters Score -125165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -125180.437500 Penalty: 2309.380615
	Iteration 13Q: 3 clusters Score -125180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -125192.593750 Penalty: 2309.380615
	Iteration 14Q: 3 clusters Score -125192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -125199.351562 Penalty: 2309.380615
	Iteration 15Q: 3 clusters Score -125199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -125202.585938 Penalty: 2309.380615
	Iteration 16Q: 3 clusters Score -125202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -125206.093750 Penalty: 2309.380615
	Iteration 17Q: 3 clusters Score -125206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -125209.507812 Penalty: 2309.380615
	Iteration 18Q: 3 clusters Score -125209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -125209.507812 Penalty: 2309.380615
	Iteration 19F: 3 clusters Score -125209.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Entering Unmasked Estep 
Score: -4157309.250000 Penalty: 1709.359009
	Iteration 0F: 2 clusters Score -4157309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4132429.500000 Penalty: 3418.718018
	Iteration 0F: 3 clusters Score -4132430 nChanged 17210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4141913.500000 Penalty: 3418.718018
	Iteration 1F: 3 clusters Score -4141914 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4142312.500000 Penalty: 3418.718018
	Iteration 2Q: 3 clusters Score -4142312 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -4142719.000000 Penalty: 3418.718018
	Iteration 3Q: 3 clusters Score -4142719 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4143242.250000 Penalty: 3418.718018
	Iteration 4Q: 3 clusters Score -4143242 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -4143962.000000 Penalty: 3418.718018
	Iteration 5Q: 3 clusters Score -4143962 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4145051.000000 Penalty: 3418.718018
	Iteration 6F: 3 clusters Score -4145051 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4146402.500000 Penalty: 3418.718018
	Iteration 7F: 3 clusters Score -4146402 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -4147882.000000 Penalty: 3418.718018
	Iteration 8F: 3 clusters Score -4147882 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4149411.000000 Penalty: 3418.718018
	Iteration 9F: 3 clusters Score -4149411 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -4150859.750000 Penalty: 3418.718018
	Iteration 10F: 3 clusters Score -4150860 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -4152091.750000 Penalty: 3418.718018
	Iteration 11Q: 3 clusters Score -4152092 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -4152945.250000 Penalty: 3418.718018
	Iteration 12Q: 3 clusters Score -4152945 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -4153599.500000 Penalty: 3418.718018
	Iteration 13Q: 3 clusters Score -4153600 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4154160.000000 Penalty: 3418.718018
	Iteration 14Q: 3 clusters Score -4154160 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4154656.500000 Penalty: 3418.718018
	Iteration 15Q: 3 clusters Score -4154656 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4155054.000000 Penalty: 3418.718018
	Iteration 16Q: 3 clusters Score -4155054 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4155414.500000 Penalty: 3418.718018
	Iteration 17Q: 3 clusters Score -4155414 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4155695.500000 Penalty: 3418.718018
	Iteration 18Q: 3 clusters Score -4155696 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4155911.250000 Penalty: 3418.718018
	Iteration 19Q: 3 clusters Score -4155911 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4156104.000000 Penalty: 3418.718018
	Iteration 20F: 3 clusters Score -4156104 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4156239.750000 Penalty: 3418.718018
	Iteration 21Q: 3 clusters Score -4156240 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4156365.500000 Penalty: 3418.718018
	Iteration 22Q: 3 clusters Score -4156366 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4156483.750000 Penalty: 3418.718018
	Iteration 23Q: 3 clusters Score -4156484 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4156586.250000 Penalty: 3418.718018
	Iteration 24Q: 3 clusters Score -4156586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4156637.500000 Penalty: 3418.718018
	Iteration 25Q: 3 clusters Score -4156638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4156673.750000 Penalty: 3418.718018
	Iteration 26Q: 3 clusters Score -4156674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4156685.750000 Penalty: 3418.718018
	Iteration 27Q: 3 clusters Score -4156686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4156696.750000 Penalty: 3418.718018
	Iteration 28Q: 3 clusters Score -4156697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4156703.000000 Penalty: 3418.718018
	Iteration 29Q: 3 clusters Score -4156703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4156716.000000 Penalty: 3418.718018
	Iteration 30Q: 3 clusters Score -4156716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4156714.250000 Penalty: 3418.718018
	Iteration 31Q: 3 clusters Score -4156714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4156724.250000 Penalty: 3418.718018
	Iteration 32Q: 3 clusters Score -4156724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4156734.250000 Penalty: 3418.718018
	Iteration 33Q: 3 clusters Score -4156734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4156734.750000 Penalty: 3418.718018
	Iteration 34Q: 3 clusters Score -4156735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4156737.750000 Penalty: 3418.718018
	Iteration 35Q: 3 clusters Score -4156738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4156740.750000 Penalty: 3418.718018
	Iteration 36Q: 3 clusters Score -4156741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4156738.500000 Penalty: 3418.718018
	Iteration 37Q: 3 clusters Score -4156738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4156738.250000 Penalty: 3418.718018
	Iteration 38Q: 3 clusters Score -4156738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4156737.500000 Penalty: 3418.718018
	Iteration 39Q: 3 clusters Score -4156738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4156739.500000 Penalty: 3418.718018
	Iteration 40F: 3 clusters Score -4156740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4156737.750000 Penalty: 3418.718018
	Iteration 41Q: 3 clusters Score -4156738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4156740.250000 Penalty: 3418.718018
	Iteration 42Q: 3 clusters Score -4156740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4156742.250000 Penalty: 3418.718018
	Iteration 43Q: 3 clusters Score -4156742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4156740.000000 Penalty: 3418.718018
	Iteration 44Q: 3 clusters Score -4156740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4156741.500000 Penalty: 3418.718018
	Iteration 45Q: 3 clusters Score -4156742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4156740.000000 Penalty: 3418.718018
	Iteration 46Q: 3 clusters Score -4156740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4156739.500000 Penalty: 3418.718018
	Iteration 47Q: 3 clusters Score -4156740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4156737.250000 Penalty: 3418.718018
	Iteration 48Q: 3 clusters Score -4156737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4156737.250000 Penalty: 3418.718018
	Iteration 49F: 3 clusters Score -4156737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Entering Unmasked Estep 
Score: -701201.000000 Penalty: 1429.355957
	Iteration 0F: 2 clusters Score -701201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -696102.812500 Penalty: 2858.711914
	Iteration 0F: 3 clusters Score -696102.8 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -697751.250000 Penalty: 2858.711914
	Iteration 1F: 3 clusters Score -697751.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -698067.562500 Penalty: 2858.711914
	Iteration 2F: 3 clusters Score -698067.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -698412.062500 Penalty: 2858.711914
	Iteration 3F: 3 clusters Score -698412.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -698826.687500 Penalty: 2858.711914
	Iteration 4F: 3 clusters Score -698826.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -699185.250000 Penalty: 2858.711914
	Iteration 5F: 3 clusters Score -699185.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -699493.750000 Penalty: 2858.711914
	Iteration 6F: 3 clusters Score -699493.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -699695.750000 Penalty: 2858.711914
	Iteration 7Q: 3 clusters Score -699695.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -699820.875000 Penalty: 2858.711914
	Iteration 8Q: 3 clusters Score -699820.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -699907.312500 Penalty: 2858.711914
	Iteration 9Q: 3 clusters Score -699907.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -699960.875000 Penalty: 2858.711914
	Iteration 10Q: 3 clusters Score -699960.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -700003.875000 Penalty: 2858.711914
	Iteration 11Q: 3 clusters Score -700003.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -700063.375000 Penalty: 2858.711914
	Iteration 12Q: 3 clusters Score -700063.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -700125.250000 Penalty: 2858.711914
	Iteration 13Q: 3 clusters Score -700125.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -700173.812500 Penalty: 2858.711914
	Iteration 14Q: 3 clusters Score -700173.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -700207.500000 Penalty: 2858.711914
	Iteration 15Q: 3 clusters Score -700207.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -700235.375000 Penalty: 2858.711914
	Iteration 16Q: 3 clusters Score -700235.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -700253.125000 Penalty: 2858.711914
	Iteration 17Q: 3 clusters Score -700253.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -700265.375000 Penalty: 2858.711914
	Iteration 18Q: 3 clusters Score -700265.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -700272.312500 Penalty: 2858.711914
	Iteration 19Q: 3 clusters Score -700272.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -700280.125000 Penalty: 2858.711914
	Iteration 20F: 3 clusters Score -700280.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -700287.375000 Penalty: 2858.711914
	Iteration 21Q: 3 clusters Score -700287.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -700294.750000 Penalty: 2858.711914
	Iteration 22Q: 3 clusters Score -700294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -700298.625000 Penalty: 2858.711914
	Iteration 23Q: 3 clusters Score -700298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -700298.437500 Penalty: 2858.711914
	Iteration 24Q: 3 clusters Score -700298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -700299.125000 Penalty: 2858.711914
	Iteration 25Q: 3 clusters Score -700299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -700299.750000 Penalty: 2858.711914
	Iteration 26Q: 3 clusters Score -700299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -700301.937500 Penalty: 2858.711914
	Iteration 27Q: 3 clusters Score -700301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -700302.812500 Penalty: 2858.711914
	Iteration 28Q: 3 clusters Score -700302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -700303.375000 Penalty: 2858.711914
	Iteration 29Q: 3 clusters Score -700303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -700305.562500 Penalty: 2858.711914
	Iteration 30Q: 3 clusters Score -700305.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -700307.687500 Penalty: 2858.711914
	Iteration 31Q: 3 clusters Score -700307.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -700311.250000 Penalty: 2858.711914
	Iteration 32Q: 3 clusters Score -700311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -700313.375000 Penalty: 2858.711914
	Iteration 33Q: 3 clusters Score -700313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -700313.875000 Penalty: 2858.711914
	Iteration 34Q: 3 clusters Score -700313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -700316.250000 Penalty: 2858.711914
	Iteration 35Q: 3 clusters Score -700316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -700319.187500 Penalty: 2858.711914
	Iteration 36Q: 3 clusters Score -700319.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -700322.562500 Penalty: 2858.711914
	Iteration 37Q: 3 clusters Score -700322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -700326.375000 Penalty: 2858.711914
	Iteration 38Q: 3 clusters Score -700326.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -700340.187500 Penalty: 2858.711914
	Iteration 39Q: 3 clusters Score -700340.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -700346.250000 Penalty: 2858.711914
	Iteration 40F: 3 clusters Score -700346.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -700352.687500 Penalty: 2858.711914
	Iteration 41Q: 3 clusters Score -700352.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -700360.562500 Penalty: 2858.711914
	Iteration 42Q: 3 clusters Score -700360.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -700373.625000 Penalty: 2858.711914
	Iteration 43Q: 3 clusters Score -700373.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -700382.750000 Penalty: 2858.711914
	Iteration 44Q: 3 clusters Score -700382.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -700392.125000 Penalty: 2858.711914
	Iteration 45Q: 3 clusters Score -700392.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -700408.937500 Penalty: 2858.711914
	Iteration 46Q: 3 clusters Score -700408.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -700428.312500 Penalty: 2858.711914
	Iteration 47Q: 3 clusters Score -700428.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -700444.812500 Penalty: 2858.711914
	Iteration 48Q: 3 clusters Score -700444.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -700465.937500 Penalty: 2858.711914
	Iteration 49Q: 3 clusters Score -700465.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -700508.250000 Penalty: 2858.711914
	Iteration 50Q: 3 clusters Score -700508.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -700561.000000 Penalty: 2858.711914
	Iteration 51Q: 3 clusters Score -700561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -700601.000000 Penalty: 2858.711914
	Iteration 52Q: 3 clusters Score -700601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -700621.250000 Penalty: 2858.711914
	Iteration 53Q: 3 clusters Score -700621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -700629.500000 Penalty: 2858.711914
	Iteration 54Q: 3 clusters Score -700629.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -700631.437500 Penalty: 2858.711914
	Iteration 55Q: 3 clusters Score -700631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -700630.500000 Penalty: 2858.711914
	Iteration 56Q: 3 clusters Score -700630.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -700631.062500 Penalty: 2858.711914
	Iteration 57Q: 3 clusters Score -700631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -700631.062500 Penalty: 2858.711914
	Iteration 58F: 3 clusters Score -700631.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Entering Unmasked Estep 
Score: -1349193.000000 Penalty: 1525.887329
	Iteration 0F: 2 clusters Score -1349193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1340764.375000 Penalty: 3051.774658
	Iteration 0F: 3 clusters Score -1340764 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1343630.750000 Penalty: 3051.774658
	Iteration 1F: 3 clusters Score -1343631 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1343921.125000 Penalty: 3051.774658
	Iteration 2F: 3 clusters Score -1343921 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1344216.375000 Penalty: 3051.774658
	Iteration 3F: 3 clusters Score -1344216 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1344501.625000 Penalty: 3051.774658
	Iteration 4Q: 3 clusters Score -1344502 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1344785.125000 Penalty: 3051.774658
	Iteration 5Q: 3 clusters Score -1344785 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1345051.500000 Penalty: 3051.774658
	Iteration 6Q: 3 clusters Score -1345052 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1345310.875000 Penalty: 3051.774658
	Iteration 7Q: 3 clusters Score -1345311 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1345566.875000 Penalty: 3051.774658
	Iteration 8Q: 3 clusters Score -1345567 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1345823.375000 Penalty: 3051.774658
	Iteration 9Q: 3 clusters Score -1345823 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1346080.750000 Penalty: 3051.774658
	Iteration 10Q: 3 clusters Score -1346081 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1346292.875000 Penalty: 3051.774658
	Iteration 11Q: 3 clusters Score -1346293 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1346423.000000 Penalty: 3051.774658
	Iteration 12Q: 3 clusters Score -1346423 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1346500.875000 Penalty: 3051.774658
	Iteration 13Q: 3 clusters Score -1346501 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1346548.125000 Penalty: 3051.774658
	Iteration 14Q: 3 clusters Score -1346548 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1346578.375000 Penalty: 3051.774658
	Iteration 15Q: 3 clusters Score -1346578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1346595.000000 Penalty: 3051.774658
	Iteration 16Q: 3 clusters Score -1346595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1346607.625000 Penalty: 3051.774658
	Iteration 17Q: 3 clusters Score -1346608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1346618.375000 Penalty: 3051.774658
	Iteration 18Q: 3 clusters Score -1346618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1346629.750000 Penalty: 3051.774658
	Iteration 19Q: 3 clusters Score -1346630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1346633.125000 Penalty: 3051.774658
	Iteration 20F: 3 clusters Score -1346633 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1346642.250000 Penalty: 3051.774658
	Iteration 21Q: 3 clusters Score -1346642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1346646.000000 Penalty: 3051.774658
	Iteration 22Q: 3 clusters Score -1346646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1346657.000000 Penalty: 3051.774658
	Iteration 23Q: 3 clusters Score -1346657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1346667.000000 Penalty: 3051.774658
	Iteration 24Q: 3 clusters Score -1346667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1346677.750000 Penalty: 3051.774658
	Iteration 25Q: 3 clusters Score -1346678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1346685.125000 Penalty: 3051.774658
	Iteration 26Q: 3 clusters Score -1346685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1346699.875000 Penalty: 3051.774658
	Iteration 27Q: 3 clusters Score -1346700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1346703.375000 Penalty: 3051.774658
	Iteration 28Q: 3 clusters Score -1346703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1346710.125000 Penalty: 3051.774658
	Iteration 29Q: 3 clusters Score -1346710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1346715.125000 Penalty: 3051.774658
	Iteration 30Q: 3 clusters Score -1346715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1346721.750000 Penalty: 3051.774658
	Iteration 31Q: 3 clusters Score -1346722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1346732.250000 Penalty: 3051.774658
	Iteration 32Q: 3 clusters Score -1346732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1346739.000000 Penalty: 3051.774658
	Iteration 33Q: 3 clusters Score -1346739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1346744.750000 Penalty: 3051.774658
	Iteration 34Q: 3 clusters Score -1346745 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1346752.500000 Penalty: 3051.774658
	Iteration 35Q: 3 clusters Score -1346752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1346760.000000 Penalty: 3051.774658
	Iteration 36Q: 3 clusters Score -1346760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1346763.125000 Penalty: 3051.774658
	Iteration 37Q: 3 clusters Score -1346763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1346762.625000 Penalty: 3051.774658
	Iteration 38Q: 3 clusters Score -1346763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1346761.375000 Penalty: 3051.774658
	Iteration 39Q: 3 clusters Score -1346761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1346766.625000 Penalty: 3051.774658
	Iteration 40F: 3 clusters Score -1346767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1346772.375000 Penalty: 3051.774658
	Iteration 41Q: 3 clusters Score -1346772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1346775.375000 Penalty: 3051.774658
	Iteration 42Q: 3 clusters Score -1346775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1346776.000000 Penalty: 3051.774658
	Iteration 43Q: 3 clusters Score -1346776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1346776.500000 Penalty: 3051.774658
	Iteration 44Q: 3 clusters Score -1346776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1346780.250000 Penalty: 3051.774658
	Iteration 45Q: 3 clusters Score -1346780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1346780.250000 Penalty: 3051.774658
	Iteration 46Q: 3 clusters Score -1346780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1346780.875000 Penalty: 3051.774658
	Iteration 47Q: 3 clusters Score -1346781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1346782.875000 Penalty: 3051.774658
	Iteration 48Q: 3 clusters Score -1346783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1346786.875000 Penalty: 3051.774658
	Iteration 49Q: 3 clusters Score -1346787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1346787.500000 Penalty: 3051.774658
	Iteration 50Q: 3 clusters Score -1346788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1346787.875000 Penalty: 3051.774658
	Iteration 51Q: 3 clusters Score -1346788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1346787.500000 Penalty: 3051.774658
	Iteration 52Q: 3 clusters Score -1346788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1346786.750000 Penalty: 3051.774658
	Iteration 53Q: 3 clusters Score -1346787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1346791.625000 Penalty: 3051.774658
	Iteration 54Q: 3 clusters Score -1346792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1346791.375000 Penalty: 3051.774658
	Iteration 55Q: 3 clusters Score -1346791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1346795.375000 Penalty: 3051.774658
	Iteration 56Q: 3 clusters Score -1346795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1346795.625000 Penalty: 3051.774658
	Iteration 57Q: 3 clusters Score -1346796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1346795.875000 Penalty: 3051.774658
	Iteration 58Q: 3 clusters Score -1346796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1346797.625000 Penalty: 3051.774658
	Iteration 59Q: 3 clusters Score -1346798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1346797.500000 Penalty: 3051.774658
	Iteration 60F: 3 clusters Score -1346798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1346796.750000 Penalty: 3051.774658
	Iteration 61Q: 3 clusters Score -1346797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1346797.750000 Penalty: 3051.774658
	Iteration 62Q: 3 clusters Score -1346798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1346793.375000 Penalty: 3051.774658
	Iteration 63Q: 3 clusters Score -1346793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1346793.375000 Penalty: 3051.774658
	Iteration 64F: 3 clusters Score -1346793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (188664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188664 members 
Entering Unmasked Estep 
Score: -20663230.000000 Penalty: 1974.005005
	Iteration 0F: 2 clusters Score -2.066323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -20556352.000000 Penalty: 3948.010010
	Iteration 0F: 3 clusters Score -2.055635e+07 nChanged 91455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 94253 members 
Entering Unmasked Estep 
Score: -20610116.000000 Penalty: 3948.010010
	Iteration 1F: 3 clusters Score -2.061012e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
Score: -20611276.000000 Penalty: 3948.010010
	Iteration 2Q: 3 clusters Score -2.061128e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -20612974.000000 Penalty: 3948.010010
	Iteration 3Q: 3 clusters Score -2.061297e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -20615356.000000 Penalty: 3948.010010
	Iteration 4Q: 3 clusters Score -2.061536e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 103200 members 
Entering Unmasked Estep 
Score: -20618042.000000 Penalty: 3948.010010
	Iteration 5Q: 3 clusters Score -2.061804e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 109099 members 
Entering Unmasked Estep 
Score: -20621686.000000 Penalty: 3948.010010
	Iteration 6Q: 3 clusters Score -2.062169e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -20626532.000000 Penalty: 3948.010010
	Iteration 7F: 3 clusters Score -2.062653e+07 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 127166 members 
Entering Unmasked Estep 
Score: -20632500.000000 Penalty: 3948.010010
	Iteration 8F: 3 clusters Score -2.06325e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 138061 members 
Entering Unmasked Estep 
Score: -20639154.000000 Penalty: 3948.010010
	Iteration 9F: 3 clusters Score -2.063915e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 148461 members 
Entering Unmasked Estep 
Score: -20645762.000000 Penalty: 3948.010010
	Iteration 10F: 3 clusters Score -2.064576e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -20651260.000000 Penalty: 3948.010010
	Iteration 11F: 3 clusters Score -2.065126e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 165624 members 
Entering Unmasked Estep 
Score: -20655360.000000 Penalty: 3948.010010
	Iteration 12Q: 3 clusters Score -2.065536e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 172192 members 
Entering Unmasked Estep 
Score: -20657706.000000 Penalty: 3948.010010
	Iteration 13Q: 3 clusters Score -2.065771e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 177557 members 
Entering Unmasked Estep 
Score: -20659106.000000 Penalty: 3948.010010
	Iteration 14Q: 3 clusters Score -2.065911e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 181727 members 
Entering Unmasked Estep 
Score: -20660172.000000 Penalty: 3948.010010
	Iteration 15Q: 3 clusters Score -2.066017e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 184652 members 
Entering Unmasked Estep 
Score: -20660740.000000 Penalty: 3948.010010
	Iteration 16Q: 3 clusters Score -2.066074e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 186516 members 
Entering Unmasked Estep 
Score: -20661118.000000 Penalty: 3948.010010
	Iteration 17Q: 3 clusters Score -2.066112e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 187560 members 
Entering Unmasked Estep 
Score: -20661284.000000 Penalty: 3948.010010
	Iteration 18Q: 3 clusters Score -2.066128e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 188061 members 
Entering Unmasked Estep 
Score: -20661426.000000 Penalty: 3948.010010
	Iteration 19Q: 3 clusters Score -2.066143e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 188260 members 
Entering Unmasked Estep 
Score: -20661512.000000 Penalty: 3948.010010
	Iteration 20F: 3 clusters Score -2.066151e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 188337 members 
Entering Unmasked Estep 
Score: -20661566.000000 Penalty: 3948.010010
	Iteration 21Q: 3 clusters Score -2.066157e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 188376 members 
Entering Unmasked Estep 
Score: -20661610.000000 Penalty: 3948.010010
	Iteration 22Q: 3 clusters Score -2.066161e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 188396 members 
Entering Unmasked Estep 
Score: -20661608.000000 Penalty: 3948.010010
	Iteration 23Q: 3 clusters Score -2.066161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 188404 members 
Entering Unmasked Estep 
Score: -20661612.000000 Penalty: 3948.010010
	Iteration 24Q: 3 clusters Score -2.066161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188411 members 
Entering Unmasked Estep 
Score: -20661642.000000 Penalty: 3948.010010
	Iteration 25Q: 3 clusters Score -2.066164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 188423 members 
Entering Unmasked Estep 
Score: -20661668.000000 Penalty: 3948.010010
	Iteration 26Q: 3 clusters Score -2.066167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188436 members 
Entering Unmasked Estep 
Score: -20661686.000000 Penalty: 3948.010010
	Iteration 27Q: 3 clusters Score -2.066169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188443 members 
Entering Unmasked Estep 
Score: -20661692.000000 Penalty: 3948.010010
	Iteration 28Q: 3 clusters Score -2.066169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 188444 members 
Entering Unmasked Estep 
Score: -20661700.000000 Penalty: 3948.010010
	Iteration 29Q: 3 clusters Score -2.06617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 188446 members 
Entering Unmasked Estep 
Score: -20661694.000000 Penalty: 3948.010010
	Iteration 30Q: 3 clusters Score -2.066169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 188446 members 
Entering Unmasked Estep 
Score: -20661694.000000 Penalty: 3948.010010
	Iteration 31F: 3 clusters Score -2.066169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -495443.062500 Penalty: 1366.126465
	Iteration 0F: 2 clusters Score -495443.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -491819.531250 Penalty: 2732.252930
	Iteration 0F: 3 clusters Score -491819.5 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -492918.656250 Penalty: 2732.252930
	Iteration 1F: 3 clusters Score -492918.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -493136.625000 Penalty: 2732.252930
	Iteration 2F: 3 clusters Score -493136.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -493282.812500 Penalty: 2732.252930
	Iteration 3F: 3 clusters Score -493282.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -493409.843750 Penalty: 2732.252930
	Iteration 4Q: 3 clusters Score -493409.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -493527.937500 Penalty: 2732.252930
	Iteration 5Q: 3 clusters Score -493527.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -493635.187500 Penalty: 2732.252930
	Iteration 6Q: 3 clusters Score -493635.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -493699.906250 Penalty: 2732.252930
	Iteration 7Q: 3 clusters Score -493699.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -493743.187500 Penalty: 2732.252930
	Iteration 8Q: 3 clusters Score -493743.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -493772.250000 Penalty: 2732.252930
	Iteration 9Q: 3 clusters Score -493772.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -493794.343750 Penalty: 2732.252930
	Iteration 10Q: 3 clusters Score -493794.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -493809.562500 Penalty: 2732.252930
	Iteration 11Q: 3 clusters Score -493809.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -493820.375000 Penalty: 2732.252930
	Iteration 12Q: 3 clusters Score -493820.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -493828.062500 Penalty: 2732.252930
	Iteration 13Q: 3 clusters Score -493828.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -493838.093750 Penalty: 2732.252930
	Iteration 14Q: 3 clusters Score -493838.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -493850.156250 Penalty: 2732.252930
	Iteration 15Q: 3 clusters Score -493850.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -493861.062500 Penalty: 2732.252930
	Iteration 16Q: 3 clusters Score -493861.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -493870.968750 Penalty: 2732.252930
	Iteration 17Q: 3 clusters Score -493871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -493883.218750 Penalty: 2732.252930
	Iteration 18Q: 3 clusters Score -493883.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -493891.250000 Penalty: 2732.252930
	Iteration 19Q: 3 clusters Score -493891.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -493900.343750 Penalty: 2732.252930
	Iteration 20F: 3 clusters Score -493900.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -493909.062500 Penalty: 2732.252930
	Iteration 21Q: 3 clusters Score -493909.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -493915.062500 Penalty: 2732.252930
	Iteration 22Q: 3 clusters Score -493915.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -493920.687500 Penalty: 2732.252930
	Iteration 23Q: 3 clusters Score -493920.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -493925.531250 Penalty: 2732.252930
	Iteration 24Q: 3 clusters Score -493925.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -493931.906250 Penalty: 2732.252930
	Iteration 25Q: 3 clusters Score -493931.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -493939.468750 Penalty: 2732.252930
	Iteration 26Q: 3 clusters Score -493939.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -493947.500000 Penalty: 2732.252930
	Iteration 27Q: 3 clusters Score -493947.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -493957.500000 Penalty: 2732.252930
	Iteration 28Q: 3 clusters Score -493957.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -493966.312500 Penalty: 2732.252930
	Iteration 29Q: 3 clusters Score -493966.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -493973.843750 Penalty: 2732.252930
	Iteration 30Q: 3 clusters Score -493973.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -493983.968750 Penalty: 2732.252930
	Iteration 31Q: 3 clusters Score -493984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -493991.250000 Penalty: 2732.252930
	Iteration 32Q: 3 clusters Score -493991.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -494002.093750 Penalty: 2732.252930
	Iteration 33Q: 3 clusters Score -494002.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -494008.156250 Penalty: 2732.252930
	Iteration 34Q: 3 clusters Score -494008.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -494014.656250 Penalty: 2732.252930
	Iteration 35Q: 3 clusters Score -494014.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -494021.187500 Penalty: 2732.252930
	Iteration 36Q: 3 clusters Score -494021.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -494026.218750 Penalty: 2732.252930
	Iteration 37Q: 3 clusters Score -494026.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -494032.875000 Penalty: 2732.252930
	Iteration 38Q: 3 clusters Score -494032.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -494037.593750 Penalty: 2732.252930
	Iteration 39Q: 3 clusters Score -494037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -494043.500000 Penalty: 2732.252930
	Iteration 40F: 3 clusters Score -494043.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -494048.781250 Penalty: 2732.252930
	Iteration 41Q: 3 clusters Score -494048.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -494052.906250 Penalty: 2732.252930
	Iteration 42Q: 3 clusters Score -494052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -494055.781250 Penalty: 2732.252930
	Iteration 43Q: 3 clusters Score -494055.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -494060.093750 Penalty: 2732.252930
	Iteration 44Q: 3 clusters Score -494060.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -494063.625000 Penalty: 2732.252930
	Iteration 45Q: 3 clusters Score -494063.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -494068.062500 Penalty: 2732.252930
	Iteration 46Q: 3 clusters Score -494068.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -494075.500000 Penalty: 2732.252930
	Iteration 47Q: 3 clusters Score -494075.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -494078.500000 Penalty: 2732.252930
	Iteration 48Q: 3 clusters Score -494078.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -494085.593750 Penalty: 2732.252930
	Iteration 49Q: 3 clusters Score -494085.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -494089.500000 Penalty: 2732.252930
	Iteration 50Q: 3 clusters Score -494089.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -494092.843750 Penalty: 2732.252930
	Iteration 51Q: 3 clusters Score -494092.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -494094.781250 Penalty: 2732.252930
	Iteration 52Q: 3 clusters Score -494094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -494096.187500 Penalty: 2732.252930
	Iteration 53Q: 3 clusters Score -494096.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -494098.875000 Penalty: 2732.252930
	Iteration 54Q: 3 clusters Score -494098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -494102.562500 Penalty: 2732.252930
	Iteration 55Q: 3 clusters Score -494102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -494104.562500 Penalty: 2732.252930
	Iteration 56Q: 3 clusters Score -494104.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -494105.906250 Penalty: 2732.252930
	Iteration 57Q: 3 clusters Score -494105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -494106.093750 Penalty: 2732.252930
	Iteration 58Q: 3 clusters Score -494106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -494106.781250 Penalty: 2732.252930
	Iteration 59Q: 3 clusters Score -494106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -494106.718750 Penalty: 2732.252930
	Iteration 60F: 3 clusters Score -494106.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -494108.343750 Penalty: 2732.252930
	Iteration 61Q: 3 clusters Score -494108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -494111.125000 Penalty: 2732.252930
	Iteration 62Q: 3 clusters Score -494111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -494112.687500 Penalty: 2732.252930
	Iteration 63Q: 3 clusters Score -494112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -494113.687500 Penalty: 2732.252930
	Iteration 64Q: 3 clusters Score -494113.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -494115.812500 Penalty: 2732.252930
	Iteration 65Q: 3 clusters Score -494115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -494119.625000 Penalty: 2732.252930
	Iteration 66Q: 3 clusters Score -494119.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -494121.843750 Penalty: 2732.252930
	Iteration 67Q: 3 clusters Score -494121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -494124.781250 Penalty: 2732.252930
	Iteration 68Q: 3 clusters Score -494124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -494126.843750 Penalty: 2732.252930
	Iteration 69Q: 3 clusters Score -494126.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -494129.500000 Penalty: 2732.252930
	Iteration 70Q: 3 clusters Score -494129.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -494131.000000 Penalty: 2732.252930
	Iteration 71Q: 3 clusters Score -494131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -494133.406250 Penalty: 2732.252930
	Iteration 72Q: 3 clusters Score -494133.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -494136.531250 Penalty: 2732.252930
	Iteration 73Q: 3 clusters Score -494136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -494137.687500 Penalty: 2732.252930
	Iteration 74Q: 3 clusters Score -494137.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -494142.312500 Penalty: 2732.252930
	Iteration 75Q: 3 clusters Score -494142.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -494147.687500 Penalty: 2732.252930
	Iteration 76Q: 3 clusters Score -494147.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -494153.281250 Penalty: 2732.252930
	Iteration 77Q: 3 clusters Score -494153.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -494158.500000 Penalty: 2732.252930
	Iteration 78Q: 3 clusters Score -494158.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -494166.875000 Penalty: 2732.252930
	Iteration 79Q: 3 clusters Score -494166.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -494172.312500 Penalty: 2732.252930
	Iteration 80F: 3 clusters Score -494172.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -494178.968750 Penalty: 2732.252930
	Iteration 81Q: 3 clusters Score -494179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -494187.875000 Penalty: 2732.252930
	Iteration 82Q: 3 clusters Score -494187.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -494194.062500 Penalty: 2732.252930
	Iteration 83Q: 3 clusters Score -494194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -494196.500000 Penalty: 2732.252930
	Iteration 84Q: 3 clusters Score -494196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -494199.000000 Penalty: 2732.252930
	Iteration 85Q: 3 clusters Score -494199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -494199.156250 Penalty: 2732.252930
	Iteration 86Q: 3 clusters Score -494199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -494200.437500 Penalty: 2732.252930
	Iteration 87Q: 3 clusters Score -494200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -494200.281250 Penalty: 2732.252930
	Iteration 88Q: 3 clusters Score -494200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -494204.000000 Penalty: 2732.252930
	Iteration 89Q: 3 clusters Score -494204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -494205.468750 Penalty: 2732.252930
	Iteration 90Q: 3 clusters Score -494205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -494207.781250 Penalty: 2732.252930
	Iteration 91Q: 3 clusters Score -494207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -494211.406250 Penalty: 2732.252930
	Iteration 92Q: 3 clusters Score -494211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -494212.218750 Penalty: 2732.252930
	Iteration 93Q: 3 clusters Score -494212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -494213.062500 Penalty: 2732.252930
	Iteration 94Q: 3 clusters Score -494213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -494214.187500 Penalty: 2732.252930
	Iteration 95Q: 3 clusters Score -494214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -494216.156250 Penalty: 2732.252930
	Iteration 96Q: 3 clusters Score -494216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -494217.531250 Penalty: 2732.252930
	Iteration 97Q: 3 clusters Score -494217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -494220.062500 Penalty: 2732.252930
	Iteration 98Q: 3 clusters Score -494220.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -494226.218750 Penalty: 2732.252930
	Iteration 99Q: 3 clusters Score -494226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -494230.218750 Penalty: 2732.252930
	Iteration 100F: 3 clusters Score -494230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -494232.375000 Penalty: 2732.252930
	Iteration 101Q: 3 clusters Score -494232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -494235.312500 Penalty: 2732.252930
	Iteration 102Q: 3 clusters Score -494235.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -494237.437500 Penalty: 2732.252930
	Iteration 103Q: 3 clusters Score -494237.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -494239.593750 Penalty: 2732.252930
	Iteration 104Q: 3 clusters Score -494239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -494242.312500 Penalty: 2732.252930
	Iteration 105Q: 3 clusters Score -494242.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -494245.343750 Penalty: 2732.252930
	Iteration 106Q: 3 clusters Score -494245.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -494253.187500 Penalty: 2732.252930
	Iteration 107Q: 3 clusters Score -494253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -494259.093750 Penalty: 2732.252930
	Iteration 108Q: 3 clusters Score -494259.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -494262.125000 Penalty: 2732.252930
	Iteration 109Q: 3 clusters Score -494262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -494267.937500 Penalty: 2732.252930
	Iteration 110Q: 3 clusters Score -494267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -494272.312500 Penalty: 2732.252930
	Iteration 111Q: 3 clusters Score -494272.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -494276.593750 Penalty: 2732.252930
	Iteration 112Q: 3 clusters Score -494276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -494278.343750 Penalty: 2732.252930
	Iteration 113Q: 3 clusters Score -494278.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -494282.375000 Penalty: 2732.252930
	Iteration 114Q: 3 clusters Score -494282.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -494286.656250 Penalty: 2732.252930
	Iteration 115Q: 3 clusters Score -494286.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -494287.500000 Penalty: 2732.252930
	Iteration 116Q: 3 clusters Score -494287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -494287.500000 Penalty: 2732.252930
	Iteration 117F: 3 clusters Score -494287.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Entering Unmasked Estep 
Score: -2443660.500000 Penalty: 1622.048462
	Iteration 0F: 2 clusters Score -2443660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2428898.750000 Penalty: 3244.096924
	Iteration 0F: 3 clusters Score -2428899 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2434412.750000 Penalty: 3244.096924
	Iteration 1F: 3 clusters Score -2434413 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2434718.000000 Penalty: 3244.096924
	Iteration 2Q: 3 clusters Score -2434718 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2435032.500000 Penalty: 3244.096924
	Iteration 3Q: 3 clusters Score -2435032 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2435392.250000 Penalty: 3244.096924
	Iteration 4Q: 3 clusters Score -2435392 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2435838.250000 Penalty: 3244.096924
	Iteration 5Q: 3 clusters Score -2435838 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2436394.250000 Penalty: 3244.096924
	Iteration 6Q: 3 clusters Score -2436394 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2437131.250000 Penalty: 3244.096924
	Iteration 7F: 3 clusters Score -2437131 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2438146.500000 Penalty: 3244.096924
	Iteration 8F: 3 clusters Score -2438146 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2439262.750000 Penalty: 3244.096924
	Iteration 9F: 3 clusters Score -2439263 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2440344.500000 Penalty: 3244.096924
	Iteration 10F: 3 clusters Score -2440344 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2441160.250000 Penalty: 3244.096924
	Iteration 11Q: 3 clusters Score -2441160 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2441537.750000 Penalty: 3244.096924
	Iteration 12Q: 3 clusters Score -2441538 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2441722.250000 Penalty: 3244.096924
	Iteration 13Q: 3 clusters Score -2441722 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2441847.000000 Penalty: 3244.096924
	Iteration 14Q: 3 clusters Score -2441847 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2441964.250000 Penalty: 3244.096924
	Iteration 15Q: 3 clusters Score -2441964 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2442049.500000 Penalty: 3244.096924
	Iteration 16Q: 3 clusters Score -2442050 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2442111.000000 Penalty: 3244.096924
	Iteration 17Q: 3 clusters Score -2442111 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2442168.500000 Penalty: 3244.096924
	Iteration 18Q: 3 clusters Score -2442168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2442203.000000 Penalty: 3244.096924
	Iteration 19Q: 3 clusters Score -2442203 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2442217.500000 Penalty: 3244.096924
	Iteration 20F: 3 clusters Score -2442218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2442240.250000 Penalty: 3244.096924
	Iteration 21Q: 3 clusters Score -2442240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2442255.250000 Penalty: 3244.096924
	Iteration 22Q: 3 clusters Score -2442255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2442260.500000 Penalty: 3244.096924
	Iteration 23Q: 3 clusters Score -2442260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2442269.250000 Penalty: 3244.096924
	Iteration 24Q: 3 clusters Score -2442269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2442274.750000 Penalty: 3244.096924
	Iteration 25Q: 3 clusters Score -2442275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2442275.750000 Penalty: 3244.096924
	Iteration 26Q: 3 clusters Score -2442276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2442280.750000 Penalty: 3244.096924
	Iteration 27Q: 3 clusters Score -2442281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2442285.500000 Penalty: 3244.096924
	Iteration 28Q: 3 clusters Score -2442286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2442283.500000 Penalty: 3244.096924
	Iteration 29Q: 3 clusters Score -2442284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2442286.000000 Penalty: 3244.096924
	Iteration 30Q: 3 clusters Score -2442286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2442292.750000 Penalty: 3244.096924
	Iteration 31Q: 3 clusters Score -2442293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2442300.250000 Penalty: 3244.096924
	Iteration 32Q: 3 clusters Score -2442300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2442296.750000 Penalty: 3244.096924
	Iteration 33Q: 3 clusters Score -2442297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2442298.000000 Penalty: 3244.096924
	Iteration 34Q: 3 clusters Score -2442298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2442303.250000 Penalty: 3244.096924
	Iteration 35Q: 3 clusters Score -2442303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2442301.750000 Penalty: 3244.096924
	Iteration 36Q: 3 clusters Score -2442302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2442307.500000 Penalty: 3244.096924
	Iteration 37Q: 3 clusters Score -2442308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2442308.500000 Penalty: 3244.096924
	Iteration 38Q: 3 clusters Score -2442308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2442313.250000 Penalty: 3244.096924
	Iteration 39Q: 3 clusters Score -2442313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2442311.750000 Penalty: 3244.096924
	Iteration 40F: 3 clusters Score -2442312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2442311.750000 Penalty: 3244.096924
	Iteration 41Q: 3 clusters Score -2442312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2442313.000000 Penalty: 3244.096924
	Iteration 42Q: 3 clusters Score -2442313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2442313.000000 Penalty: 3244.096924
	Iteration 43F: 3 clusters Score -2442313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -227606.578125 Penalty: 1246.671875
	Iteration 0F: 2 clusters Score -227606.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -225429.828125 Penalty: 2493.343750
	Iteration 0F: 3 clusters Score -225429.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -225848.640625 Penalty: 2493.343750
	Iteration 1F: 3 clusters Score -225848.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -225952.921875 Penalty: 2493.343750
	Iteration 2F: 3 clusters Score -225952.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -226008.218750 Penalty: 2493.343750
	Iteration 3Q: 3 clusters Score -226008.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -226042.500000 Penalty: 2493.343750
	Iteration 4Q: 3 clusters Score -226042.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -226069.312500 Penalty: 2493.343750
	Iteration 5Q: 3 clusters Score -226069.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -226083.859375 Penalty: 2493.343750
	Iteration 6Q: 3 clusters Score -226083.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -226098.046875 Penalty: 2493.343750
	Iteration 7Q: 3 clusters Score -226098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -226105.375000 Penalty: 2493.343750
	Iteration 8Q: 3 clusters Score -226105.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -226114.687500 Penalty: 2493.343750
	Iteration 9Q: 3 clusters Score -226114.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -226122.531250 Penalty: 2493.343750
	Iteration 10Q: 3 clusters Score -226122.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -226130.000000 Penalty: 2493.343750
	Iteration 11Q: 3 clusters Score -226130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -226134.750000 Penalty: 2493.343750
	Iteration 12Q: 3 clusters Score -226134.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -226142.531250 Penalty: 2493.343750
	Iteration 13Q: 3 clusters Score -226142.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -226152.609375 Penalty: 2493.343750
	Iteration 14Q: 3 clusters Score -226152.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -226160.687500 Penalty: 2493.343750
	Iteration 15Q: 3 clusters Score -226160.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -226166.453125 Penalty: 2493.343750
	Iteration 16Q: 3 clusters Score -226166.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -226176.437500 Penalty: 2493.343750
	Iteration 17Q: 3 clusters Score -226176.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -226185.359375 Penalty: 2493.343750
	Iteration 18Q: 3 clusters Score -226185.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -226194.187500 Penalty: 2493.343750
	Iteration 19Q: 3 clusters Score -226194.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -226202.687500 Penalty: 2493.343750
	Iteration 20F: 3 clusters Score -226202.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -226212.937500 Penalty: 2493.343750
	Iteration 21Q: 3 clusters Score -226212.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -226220.250000 Penalty: 2493.343750
	Iteration 22Q: 3 clusters Score -226220.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -226226.281250 Penalty: 2493.343750
	Iteration 23Q: 3 clusters Score -226226.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -226234.234375 Penalty: 2493.343750
	Iteration 24Q: 3 clusters Score -226234.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -226244.093750 Penalty: 2493.343750
	Iteration 25Q: 3 clusters Score -226244.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -226250.046875 Penalty: 2493.343750
	Iteration 26Q: 3 clusters Score -226250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -226254.265625 Penalty: 2493.343750
	Iteration 27Q: 3 clusters Score -226254.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -226258.515625 Penalty: 2493.343750
	Iteration 28Q: 3 clusters Score -226258.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -226262.687500 Penalty: 2493.343750
	Iteration 29Q: 3 clusters Score -226262.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -226265.859375 Penalty: 2493.343750
	Iteration 30Q: 3 clusters Score -226265.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -226268.500000 Penalty: 2493.343750
	Iteration 31Q: 3 clusters Score -226268.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -226270.468750 Penalty: 2493.343750
	Iteration 32Q: 3 clusters Score -226270.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -226273.468750 Penalty: 2493.343750
	Iteration 33Q: 3 clusters Score -226273.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -226277.484375 Penalty: 2493.343750
	Iteration 34Q: 3 clusters Score -226277.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -226280.593750 Penalty: 2493.343750
	Iteration 35Q: 3 clusters Score -226280.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -226283.796875 Penalty: 2493.343750
	Iteration 36Q: 3 clusters Score -226283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -226287.796875 Penalty: 2493.343750
	Iteration 37Q: 3 clusters Score -226287.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -226291.406250 Penalty: 2493.343750
	Iteration 38Q: 3 clusters Score -226291.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -226294.390625 Penalty: 2493.343750
	Iteration 39Q: 3 clusters Score -226294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -226296.718750 Penalty: 2493.343750
	Iteration 40F: 3 clusters Score -226296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -226298.328125 Penalty: 2493.343750
	Iteration 41Q: 3 clusters Score -226298.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -226299.453125 Penalty: 2493.343750
	Iteration 42Q: 3 clusters Score -226299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -226299.843750 Penalty: 2493.343750
	Iteration 43Q: 3 clusters Score -226299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -226300.078125 Penalty: 2493.343750
	Iteration 44Q: 3 clusters Score -226300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -226300.187500 Penalty: 2493.343750
	Iteration 45Q: 3 clusters Score -226300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -226300.687500 Penalty: 2493.343750
	Iteration 46Q: 3 clusters Score -226300.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -226300.687500 Penalty: 2493.343750
	Iteration 47F: 3 clusters Score -226300.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -324776.000000 Penalty: 1308.653320
	Iteration 0F: 2 clusters Score -324776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -321987.062500 Penalty: 2617.306641
	Iteration 0F: 3 clusters Score -321987.1 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -322691.812500 Penalty: 2617.306641
	Iteration 1F: 3 clusters Score -322691.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -322809.625000 Penalty: 2617.306641
	Iteration 2F: 3 clusters Score -322809.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -322877.093750 Penalty: 2617.306641
	Iteration 3Q: 3 clusters Score -322877.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -322916.031250 Penalty: 2617.306641
	Iteration 4Q: 3 clusters Score -322916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -322941.812500 Penalty: 2617.306641
	Iteration 5Q: 3 clusters Score -322941.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -322971.406250 Penalty: 2617.306641
	Iteration 6Q: 3 clusters Score -322971.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -322997.343750 Penalty: 2617.306641
	Iteration 7Q: 3 clusters Score -322997.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -323010.750000 Penalty: 2617.306641
	Iteration 8Q: 3 clusters Score -323010.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -323021.406250 Penalty: 2617.306641
	Iteration 9Q: 3 clusters Score -323021.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -323031.468750 Penalty: 2617.306641
	Iteration 10Q: 3 clusters Score -323031.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -323040.062500 Penalty: 2617.306641
	Iteration 11Q: 3 clusters Score -323040.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -323047.593750 Penalty: 2617.306641
	Iteration 12Q: 3 clusters Score -323047.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -323054.937500 Penalty: 2617.306641
	Iteration 13Q: 3 clusters Score -323054.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -323065.125000 Penalty: 2617.306641
	Iteration 14Q: 3 clusters Score -323065.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -323076.843750 Penalty: 2617.306641
	Iteration 15Q: 3 clusters Score -323076.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -323090.843750 Penalty: 2617.306641
	Iteration 16Q: 3 clusters Score -323090.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -323113.187500 Penalty: 2617.306641
	Iteration 17Q: 3 clusters Score -323113.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -323127.218750 Penalty: 2617.306641
	Iteration 18Q: 3 clusters Score -323127.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -323136.187500 Penalty: 2617.306641
	Iteration 19Q: 3 clusters Score -323136.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -323143.343750 Penalty: 2617.306641
	Iteration 20F: 3 clusters Score -323143.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -323150.593750 Penalty: 2617.306641
	Iteration 21Q: 3 clusters Score -323150.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -323158.843750 Penalty: 2617.306641
	Iteration 22Q: 3 clusters Score -323158.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -323167.156250 Penalty: 2617.306641
	Iteration 23Q: 3 clusters Score -323167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -323170.812500 Penalty: 2617.306641
	Iteration 24Q: 3 clusters Score -323170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -323176.843750 Penalty: 2617.306641
	Iteration 25Q: 3 clusters Score -323176.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -323182.937500 Penalty: 2617.306641
	Iteration 26Q: 3 clusters Score -323182.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -323188.531250 Penalty: 2617.306641
	Iteration 27Q: 3 clusters Score -323188.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -323195.093750 Penalty: 2617.306641
	Iteration 28Q: 3 clusters Score -323195.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -323199.312500 Penalty: 2617.306641
	Iteration 29Q: 3 clusters Score -323199.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -323201.312500 Penalty: 2617.306641
	Iteration 30Q: 3 clusters Score -323201.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -323203.281250 Penalty: 2617.306641
	Iteration 31Q: 3 clusters Score -323203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -323205.156250 Penalty: 2617.306641
	Iteration 32Q: 3 clusters Score -323205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -323207.500000 Penalty: 2617.306641
	Iteration 33Q: 3 clusters Score -323207.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -323209.656250 Penalty: 2617.306641
	Iteration 34Q: 3 clusters Score -323209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -323210.875000 Penalty: 2617.306641
	Iteration 35Q: 3 clusters Score -323210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -323212.437500 Penalty: 2617.306641
	Iteration 36Q: 3 clusters Score -323212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -323215.406250 Penalty: 2617.306641
	Iteration 37Q: 3 clusters Score -323215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -323218.218750 Penalty: 2617.306641
	Iteration 38Q: 3 clusters Score -323218.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -323222.062500 Penalty: 2617.306641
	Iteration 39Q: 3 clusters Score -323222.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -323225.500000 Penalty: 2617.306641
	Iteration 40F: 3 clusters Score -323225.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -323230.500000 Penalty: 2617.306641
	Iteration 41Q: 3 clusters Score -323230.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -323238.718750 Penalty: 2617.306641
	Iteration 42Q: 3 clusters Score -323238.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -323252.250000 Penalty: 2617.306641
	Iteration 43Q: 3 clusters Score -323252.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -323267.500000 Penalty: 2617.306641
	Iteration 44Q: 3 clusters Score -323267.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -323283.406250 Penalty: 2617.306641
	Iteration 45Q: 3 clusters Score -323283.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -323301.343750 Penalty: 2617.306641
	Iteration 46Q: 3 clusters Score -323301.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -323319.156250 Penalty: 2617.306641
	Iteration 47Q: 3 clusters Score -323319.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -323340.156250 Penalty: 2617.306641
	Iteration 48Q: 3 clusters Score -323340.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -323362.687500 Penalty: 2617.306641
	Iteration 49Q: 3 clusters Score -323362.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -323382.937500 Penalty: 2617.306641
	Iteration 50Q: 3 clusters Score -323382.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -323401.312500 Penalty: 2617.306641
	Iteration 51Q: 3 clusters Score -323401.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -323415.781250 Penalty: 2617.306641
	Iteration 52Q: 3 clusters Score -323415.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -323432.593750 Penalty: 2617.306641
	Iteration 53Q: 3 clusters Score -323432.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -323449.562500 Penalty: 2617.306641
	Iteration 54Q: 3 clusters Score -323449.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -323466.718750 Penalty: 2617.306641
	Iteration 55Q: 3 clusters Score -323466.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -323484.906250 Penalty: 2617.306641
	Iteration 56Q: 3 clusters Score -323484.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -323495.843750 Penalty: 2617.306641
	Iteration 57Q: 3 clusters Score -323495.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -323504.593750 Penalty: 2617.306641
	Iteration 58Q: 3 clusters Score -323504.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -323511.218750 Penalty: 2617.306641
	Iteration 59Q: 3 clusters Score -323511.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -323518.187500 Penalty: 2617.306641
	Iteration 60F: 3 clusters Score -323518.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -323526.500000 Penalty: 2617.306641
	Iteration 61Q: 3 clusters Score -323526.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -323530.906250 Penalty: 2617.306641
	Iteration 62Q: 3 clusters Score -323530.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -323536.468750 Penalty: 2617.306641
	Iteration 63Q: 3 clusters Score -323536.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -323539.281250 Penalty: 2617.306641
	Iteration 64Q: 3 clusters Score -323539.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -323543.343750 Penalty: 2617.306641
	Iteration 65Q: 3 clusters Score -323543.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -323549.906250 Penalty: 2617.306641
	Iteration 66Q: 3 clusters Score -323549.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -323560.750000 Penalty: 2617.306641
	Iteration 67Q: 3 clusters Score -323560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -323568.750000 Penalty: 2617.306641
	Iteration 68Q: 3 clusters Score -323568.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -323576.218750 Penalty: 2617.306641
	Iteration 69Q: 3 clusters Score -323576.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -323580.718750 Penalty: 2617.306641
	Iteration 70Q: 3 clusters Score -323580.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -323583.812500 Penalty: 2617.306641
	Iteration 71Q: 3 clusters Score -323583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -323588.625000 Penalty: 2617.306641
	Iteration 72Q: 3 clusters Score -323588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -323593.812500 Penalty: 2617.306641
	Iteration 73Q: 3 clusters Score -323593.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -323600.968750 Penalty: 2617.306641
	Iteration 74Q: 3 clusters Score -323601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -323606.125000 Penalty: 2617.306641
	Iteration 75Q: 3 clusters Score -323606.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -323611.062500 Penalty: 2617.306641
	Iteration 76Q: 3 clusters Score -323611.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -323620.125000 Penalty: 2617.306641
	Iteration 77Q: 3 clusters Score -323620.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -323630.906250 Penalty: 2617.306641
	Iteration 78Q: 3 clusters Score -323630.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -323642.531250 Penalty: 2617.306641
	Iteration 79Q: 3 clusters Score -323642.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -323660.750000 Penalty: 2617.306641
	Iteration 80F: 3 clusters Score -323660.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -323672.187500 Penalty: 2617.306641
	Iteration 81Q: 3 clusters Score -323672.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -323683.312500 Penalty: 2617.306641
	Iteration 82Q: 3 clusters Score -323683.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -323696.312500 Penalty: 2617.306641
	Iteration 83Q: 3 clusters Score -323696.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -323707.437500 Penalty: 2617.306641
	Iteration 84Q: 3 clusters Score -323707.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -323716.968750 Penalty: 2617.306641
	Iteration 85Q: 3 clusters Score -323717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -323728.031250 Penalty: 2617.306641
	Iteration 86Q: 3 clusters Score -323728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -323739.031250 Penalty: 2617.306641
	Iteration 87Q: 3 clusters Score -323739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -323741.093750 Penalty: 2617.306641
	Iteration 88Q: 3 clusters Score -323741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -323741.093750 Penalty: 2617.306641
	Iteration 89F: 3 clusters Score -323741.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -90627.750000 Penalty: 1100.066772
	Iteration 0F: 2 clusters Score -90627.75 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 448 members 
Entering Unmasked Estep 
Score: -89296.257812 Penalty: 2200.133545
	Iteration 0F: 3 clusters Score -89296.26 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89602.625000 Penalty: 2200.133545
	Iteration 1F: 3 clusters Score -89602.62 nChanged 70
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: -89721.179688 Penalty: 2200.133545
	Iteration 2F: 3 clusters Score -89721.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89806.140625 Penalty: 2200.133545
	Iteration 3Q: 3 clusters Score -89806.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89860.632812 Penalty: 2200.133545
	Iteration 4Q: 3 clusters Score -89860.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89884.234375 Penalty: 2200.133545
	Iteration 5Q: 3 clusters Score -89884.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89905.726562 Penalty: 2200.133545
	Iteration 6Q: 3 clusters Score -89905.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89915.789062 Penalty: 2200.133545
	Iteration 7Q: 3 clusters Score -89915.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -89921.593750 Penalty: 2200.133545
	Iteration 8Q: 3 clusters Score -89921.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89926.640625 Penalty: 2200.133545
	Iteration 9Q: 3 clusters Score -89926.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89932.929688 Penalty: 2200.133545
	Iteration 10Q: 3 clusters Score -89932.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89935.312500 Penalty: 2200.133545
	Iteration 11Q: 3 clusters Score -89935.31 nChanged 1
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: -89936.406250 Penalty: 2200.133545
	Iteration 12Q: 3 clusters Score -89936.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -89936.882812 Penalty: 2200.133545
	Iteration 13Q: 3 clusters Score -89936.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -89936.882812 Penalty: 2200.133545
	Iteration 14F: 3 clusters Score -89936.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Entering Unmasked Estep 
Score: -2778380.750000 Penalty: 1650.412476
	Iteration 0F: 2 clusters Score -2778381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2761007.750000 Penalty: 3300.824951
	Iteration 0F: 3 clusters Score -2761008 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2767455.000000 Penalty: 3300.824951
	Iteration 1F: 3 clusters Score -2767455 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2767785.750000 Penalty: 3300.824951
	Iteration 2Q: 3 clusters Score -2767786 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2768139.750000 Penalty: 3300.824951
	Iteration 3Q: 3 clusters Score -2768140 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2768592.250000 Penalty: 3300.824951
	Iteration 4Q: 3 clusters Score -2768592 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2769294.750000 Penalty: 3300.824951
	Iteration 5F: 3 clusters Score -2769295 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2770273.750000 Penalty: 3300.824951
	Iteration 6F: 3 clusters Score -2770274 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2771544.500000 Penalty: 3300.824951
	Iteration 7F: 3 clusters Score -2771544 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2773032.250000 Penalty: 3300.824951
	Iteration 8F: 3 clusters Score -2773032 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2774535.000000 Penalty: 3300.824951
	Iteration 9F: 3 clusters Score -2774535 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2775678.000000 Penalty: 3300.824951
	Iteration 10Q: 3 clusters Score -2775678 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2776358.250000 Penalty: 3300.824951
	Iteration 11Q: 3 clusters Score -2776358 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -2776670.250000 Penalty: 3300.824951
	Iteration 12Q: 3 clusters Score -2776670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2776821.000000 Penalty: 3300.824951
	Iteration 13Q: 3 clusters Score -2776821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -2776883.000000 Penalty: 3300.824951
	Iteration 14Q: 3 clusters Score -2776883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2776925.250000 Penalty: 3300.824951
	Iteration 15Q: 3 clusters Score -2776925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -2776948.750000 Penalty: 3300.824951
	Iteration 16Q: 3 clusters Score -2776949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -2776958.500000 Penalty: 3300.824951
	Iteration 17Q: 3 clusters Score -2776958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -2776966.000000 Penalty: 3300.824951
	Iteration 18Q: 3 clusters Score -2776966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2776965.750000 Penalty: 3300.824951
	Iteration 19Q: 3 clusters Score -2776966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -2776968.250000 Penalty: 3300.824951
	Iteration 20F: 3 clusters Score -2776968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -2776968.750000 Penalty: 3300.824951
	Iteration 21Q: 3 clusters Score -2776969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -2776970.000000 Penalty: 3300.824951
	Iteration 22Q: 3 clusters Score -2776970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -2776970.000000 Penalty: 3300.824951
	Iteration 23F: 3 clusters Score -2776970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -220564.531250 Penalty: 1251.518555
	Iteration 0F: 2 clusters Score -220564.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -218373.609375 Penalty: 2503.037109
	Iteration 0F: 3 clusters Score -218373.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -218889.796875 Penalty: 2503.037109
	Iteration 1F: 3 clusters Score -218889.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219043.453125 Penalty: 2503.037109
	Iteration 2F: 3 clusters Score -219043.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -219142.312500 Penalty: 2503.037109
	Iteration 3F: 3 clusters Score -219142.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -219197.625000 Penalty: 2503.037109
	Iteration 4Q: 3 clusters Score -219197.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -219241.906250 Penalty: 2503.037109
	Iteration 5Q: 3 clusters Score -219241.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219285.296875 Penalty: 2503.037109
	Iteration 6Q: 3 clusters Score -219285.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -219312.468750 Penalty: 2503.037109
	Iteration 7Q: 3 clusters Score -219312.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -219335.875000 Penalty: 2503.037109
	Iteration 8Q: 3 clusters Score -219335.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -219357.093750 Penalty: 2503.037109
	Iteration 9Q: 3 clusters Score -219357.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -219374.281250 Penalty: 2503.037109
	Iteration 10Q: 3 clusters Score -219374.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -219398.921875 Penalty: 2503.037109
	Iteration 11Q: 3 clusters Score -219398.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -219419.312500 Penalty: 2503.037109
	Iteration 12Q: 3 clusters Score -219419.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -219446.671875 Penalty: 2503.037109
	Iteration 13Q: 3 clusters Score -219446.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -219465.109375 Penalty: 2503.037109
	Iteration 14Q: 3 clusters Score -219465.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -219481.265625 Penalty: 2503.037109
	Iteration 15Q: 3 clusters Score -219481.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -219494.718750 Penalty: 2503.037109
	Iteration 16Q: 3 clusters Score -219494.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -219505.343750 Penalty: 2503.037109
	Iteration 17Q: 3 clusters Score -219505.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -219521.968750 Penalty: 2503.037109
	Iteration 18Q: 3 clusters Score -219522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -219531.921875 Penalty: 2503.037109
	Iteration 19Q: 3 clusters Score -219531.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -219540.953125 Penalty: 2503.037109
	Iteration 20F: 3 clusters Score -219541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -219549.140625 Penalty: 2503.037109
	Iteration 21Q: 3 clusters Score -219549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -219552.281250 Penalty: 2503.037109
	Iteration 22Q: 3 clusters Score -219552.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -219558.156250 Penalty: 2503.037109
	Iteration 23Q: 3 clusters Score -219558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -219569.359375 Penalty: 2503.037109
	Iteration 24Q: 3 clusters Score -219569.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -219581.703125 Penalty: 2503.037109
	Iteration 25Q: 3 clusters Score -219581.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -219589.718750 Penalty: 2503.037109
	Iteration 26Q: 3 clusters Score -219589.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -219594.953125 Penalty: 2503.037109
	Iteration 27Q: 3 clusters Score -219595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -219604.156250 Penalty: 2503.037109
	Iteration 28Q: 3 clusters Score -219604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -219609.906250 Penalty: 2503.037109
	Iteration 29Q: 3 clusters Score -219609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -219614.140625 Penalty: 2503.037109
	Iteration 30Q: 3 clusters Score -219614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -219617.000000 Penalty: 2503.037109
	Iteration 31Q: 3 clusters Score -219617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -219617.171875 Penalty: 2503.037109
	Iteration 32Q: 3 clusters Score -219617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -219617.656250 Penalty: 2503.037109
	Iteration 33Q: 3 clusters Score -219617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -219617.765625 Penalty: 2503.037109
	Iteration 34Q: 3 clusters Score -219617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -219617.765625 Penalty: 2503.037109
	Iteration 35F: 3 clusters Score -219617.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -401489.062500 Penalty: 1331.247803
	Iteration 0F: 2 clusters Score -401489.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -398385.562500 Penalty: 2662.495605
	Iteration 0F: 3 clusters Score -398385.6 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -399212.937500 Penalty: 2662.495605
	Iteration 1F: 3 clusters Score -399212.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -399323.968750 Penalty: 2662.495605
	Iteration 2F: 3 clusters Score -399324 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -399388.531250 Penalty: 2662.495605
	Iteration 3Q: 3 clusters Score -399388.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -399438.437500 Penalty: 2662.495605
	Iteration 4Q: 3 clusters Score -399438.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -399495.531250 Penalty: 2662.495605
	Iteration 5Q: 3 clusters Score -399495.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -399541.718750 Penalty: 2662.495605
	Iteration 6Q: 3 clusters Score -399541.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -399588.093750 Penalty: 2662.495605
	Iteration 7Q: 3 clusters Score -399588.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -399632.843750 Penalty: 2662.495605
	Iteration 8Q: 3 clusters Score -399632.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -399692.093750 Penalty: 2662.495605
	Iteration 9Q: 3 clusters Score -399692.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -399754.687500 Penalty: 2662.495605
	Iteration 10Q: 3 clusters Score -399754.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -399807.687500 Penalty: 2662.495605
	Iteration 11Q: 3 clusters Score -399807.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -399856.312500 Penalty: 2662.495605
	Iteration 12Q: 3 clusters Score -399856.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -399897.625000 Penalty: 2662.495605
	Iteration 13Q: 3 clusters Score -399897.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -399938.156250 Penalty: 2662.495605
	Iteration 14Q: 3 clusters Score -399938.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -399967.781250 Penalty: 2662.495605
	Iteration 15Q: 3 clusters Score -399967.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -399993.125000 Penalty: 2662.495605
	Iteration 16Q: 3 clusters Score -399993.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -400016.750000 Penalty: 2662.495605
	Iteration 17Q: 3 clusters Score -400016.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -400044.468750 Penalty: 2662.495605
	Iteration 18Q: 3 clusters Score -400044.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -400062.437500 Penalty: 2662.495605
	Iteration 19Q: 3 clusters Score -400062.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -400075.093750 Penalty: 2662.495605
	Iteration 20F: 3 clusters Score -400075.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -400086.343750 Penalty: 2662.495605
	Iteration 21Q: 3 clusters Score -400086.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -400095.375000 Penalty: 2662.495605
	Iteration 22Q: 3 clusters Score -400095.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -400100.093750 Penalty: 2662.495605
	Iteration 23Q: 3 clusters Score -400100.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -400105.031250 Penalty: 2662.495605
	Iteration 24Q: 3 clusters Score -400105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -400108.968750 Penalty: 2662.495605
	Iteration 25Q: 3 clusters Score -400109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -400113.000000 Penalty: 2662.495605
	Iteration 26Q: 3 clusters Score -400113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -400115.750000 Penalty: 2662.495605
	Iteration 27Q: 3 clusters Score -400115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -400118.843750 Penalty: 2662.495605
	Iteration 28Q: 3 clusters Score -400118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -400120.062500 Penalty: 2662.495605
	Iteration 29Q: 3 clusters Score -400120.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -400121.656250 Penalty: 2662.495605
	Iteration 30Q: 3 clusters Score -400121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -400123.031250 Penalty: 2662.495605
	Iteration 31Q: 3 clusters Score -400123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -400124.281250 Penalty: 2662.495605
	Iteration 32Q: 3 clusters Score -400124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -400125.031250 Penalty: 2662.495605
	Iteration 33Q: 3 clusters Score -400125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -400126.093750 Penalty: 2662.495605
	Iteration 34Q: 3 clusters Score -400126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -400127.218750 Penalty: 2662.495605
	Iteration 35Q: 3 clusters Score -400127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -400127.281250 Penalty: 2662.495605
	Iteration 36Q: 3 clusters Score -400127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -400127.281250 Penalty: 2662.495605
	Iteration 37F: 3 clusters Score -400127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 37017 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 188664 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697036.000000 Penalty: 41806.339844
Iteration 119Q: 21 clusters Score -4.169704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 37018 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 188664 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21629 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697048.000000 Penalty: 41806.339844
Iteration 120F: 21 clusters Score -4.169705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18133 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 37017 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 188664 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21629 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697040.000000 Penalty: 41806.339844
Iteration 121Q: 21 clusters Score -4.169704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18133 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 37017 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 188664 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21629 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697040.000000 Penalty: 41806.339844
Iteration 122F: 21 clusters Score -4.169704e+07 nChanged 0
Entering ConstructFrom: 
Score: -41697040.000000 Penalty: 41806.339844
Entering ConstructFrom: 
Trying to split cluster 1 (15429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Entering Unmasked Estep 
Score: -1730413.000000 Penalty: 1567.150635
	Iteration 0F: 2 clusters Score -1730413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1719771.375000 Penalty: 3134.301270
	Iteration 0F: 3 clusters Score -1719771 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1723493.125000 Penalty: 3134.301270
	Iteration 1F: 3 clusters Score -1723493 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1723927.000000 Penalty: 3134.301270
	Iteration 2F: 3 clusters Score -1723927 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1724396.000000 Penalty: 3134.301270
	Iteration 3F: 3 clusters Score -1724396 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1724904.625000 Penalty: 3134.301270
	Iteration 4F: 3 clusters Score -1724905 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1725388.750000 Penalty: 3134.301270
	Iteration 5F: 3 clusters Score -1725389 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1725857.625000 Penalty: 3134.301270
	Iteration 6F: 3 clusters Score -1725858 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1726423.625000 Penalty: 3134.301270
	Iteration 7F: 3 clusters Score -1726424 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1727073.000000 Penalty: 3134.301270
	Iteration 8F: 3 clusters Score -1727073 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1727649.750000 Penalty: 3134.301270
	Iteration 9Q: 3 clusters Score -1727650 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1727989.500000 Penalty: 3134.301270
	Iteration 10Q: 3 clusters Score -1727990 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1728200.250000 Penalty: 3134.301270
	Iteration 11Q: 3 clusters Score -1728200 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1728381.375000 Penalty: 3134.301270
	Iteration 12Q: 3 clusters Score -1728381 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1728525.750000 Penalty: 3134.301270
	Iteration 13Q: 3 clusters Score -1728526 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1728633.000000 Penalty: 3134.301270
	Iteration 14Q: 3 clusters Score -1728633 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1728730.375000 Penalty: 3134.301270
	Iteration 15Q: 3 clusters Score -1728730 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1728814.500000 Penalty: 3134.301270
	Iteration 16Q: 3 clusters Score -1728814 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1728897.625000 Penalty: 3134.301270
	Iteration 17Q: 3 clusters Score -1728898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1728967.875000 Penalty: 3134.301270
	Iteration 18Q: 3 clusters Score -1728968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1729031.750000 Penalty: 3134.301270
	Iteration 19Q: 3 clusters Score -1729032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1729090.500000 Penalty: 3134.301270
	Iteration 20F: 3 clusters Score -1729090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1729156.625000 Penalty: 3134.301270
	Iteration 21Q: 3 clusters Score -1729157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1729231.625000 Penalty: 3134.301270
	Iteration 22Q: 3 clusters Score -1729232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1729277.000000 Penalty: 3134.301270
	Iteration 23Q: 3 clusters Score -1729277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1729312.625000 Penalty: 3134.301270
	Iteration 24Q: 3 clusters Score -1729313 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1729359.875000 Penalty: 3134.301270
	Iteration 25Q: 3 clusters Score -1729360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1729394.750000 Penalty: 3134.301270
	Iteration 26Q: 3 clusters Score -1729395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1729444.375000 Penalty: 3134.301270
	Iteration 27Q: 3 clusters Score -1729444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1729483.625000 Penalty: 3134.301270
	Iteration 28Q: 3 clusters Score -1729484 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1729523.500000 Penalty: 3134.301270
	Iteration 29Q: 3 clusters Score -1729524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1729567.875000 Penalty: 3134.301270
	Iteration 30Q: 3 clusters Score -1729568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1729614.750000 Penalty: 3134.301270
	Iteration 31Q: 3 clusters Score -1729615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1729655.500000 Penalty: 3134.301270
	Iteration 32Q: 3 clusters Score -1729656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1729700.000000 Penalty: 3134.301270
	Iteration 33Q: 3 clusters Score -1729700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1729728.125000 Penalty: 3134.301270
	Iteration 34Q: 3 clusters Score -1729728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1729746.500000 Penalty: 3134.301270
	Iteration 35Q: 3 clusters Score -1729746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1729749.625000 Penalty: 3134.301270
	Iteration 36Q: 3 clusters Score -1729750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1729755.750000 Penalty: 3134.301270
	Iteration 37Q: 3 clusters Score -1729756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1729756.875000 Penalty: 3134.301270
	Iteration 38Q: 3 clusters Score -1729757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1729761.375000 Penalty: 3134.301270
	Iteration 39Q: 3 clusters Score -1729761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1729816.875000 Penalty: 3134.301270
	Iteration 40F: 3 clusters Score -1729817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1729866.000000 Penalty: 3134.301270
	Iteration 41Q: 3 clusters Score -1729866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1729903.250000 Penalty: 3134.301270
	Iteration 42Q: 3 clusters Score -1729903 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1729923.000000 Penalty: 3134.301270
	Iteration 43Q: 3 clusters Score -1729923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1729942.250000 Penalty: 3134.301270
	Iteration 44Q: 3 clusters Score -1729942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1729952.500000 Penalty: 3134.301270
	Iteration 45Q: 3 clusters Score -1729952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1729961.250000 Penalty: 3134.301270
	Iteration 46Q: 3 clusters Score -1729961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1729975.000000 Penalty: 3134.301270
	Iteration 47Q: 3 clusters Score -1729975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1729990.875000 Penalty: 3134.301270
	Iteration 48Q: 3 clusters Score -1729991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1730004.000000 Penalty: 3134.301270
	Iteration 49Q: 3 clusters Score -1730004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1730017.375000 Penalty: 3134.301270
	Iteration 50Q: 3 clusters Score -1730017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1730024.625000 Penalty: 3134.301270
	Iteration 51Q: 3 clusters Score -1730025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1730031.375000 Penalty: 3134.301270
	Iteration 52Q: 3 clusters Score -1730031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1730036.375000 Penalty: 3134.301270
	Iteration 53Q: 3 clusters Score -1730036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1730043.625000 Penalty: 3134.301270
	Iteration 54Q: 3 clusters Score -1730044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1730041.500000 Penalty: 3134.301270
	Iteration 55Q: 3 clusters Score -1730042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1730045.375000 Penalty: 3134.301270
	Iteration 56Q: 3 clusters Score -1730045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1730045.250000 Penalty: 3134.301270
	Iteration 57Q: 3 clusters Score -1730045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1730045.875000 Penalty: 3134.301270
	Iteration 58Q: 3 clusters Score -1730046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1730052.000000 Penalty: 3134.301270
	Iteration 59Q: 3 clusters Score -1730052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1730050.000000 Penalty: 3134.301270
	Iteration 60F: 3 clusters Score -1730050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1730051.125000 Penalty: 3134.301270
	Iteration 61Q: 3 clusters Score -1730051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1730050.750000 Penalty: 3134.301270
	Iteration 62Q: 3 clusters Score -1730051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1730050.875000 Penalty: 3134.301270
	Iteration 63Q: 3 clusters Score -1730051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1730051.625000 Penalty: 3134.301270
	Iteration 64Q: 3 clusters Score -1730052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1730050.250000 Penalty: 3134.301270
	Iteration 65Q: 3 clusters Score -1730050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1730049.625000 Penalty: 3134.301270
	Iteration 66Q: 3 clusters Score -1730050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1730049.875000 Penalty: 3134.301270
	Iteration 67Q: 3 clusters Score -1730050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1730049.875000 Penalty: 3134.301270
	Iteration 68F: 3 clusters Score -1730050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Entering Unmasked Estep 
Score: -2032933.125000 Penalty: 1593.391846
	Iteration 0F: 2 clusters Score -2032933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2020462.500000 Penalty: 3186.783691
	Iteration 0F: 3 clusters Score -2020462 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2025011.250000 Penalty: 3186.783691
	Iteration 1F: 3 clusters Score -2025011 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2025301.500000 Penalty: 3186.783691
	Iteration 2Q: 3 clusters Score -2025302 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2025525.500000 Penalty: 3186.783691
	Iteration 3Q: 3 clusters Score -2025526 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2025690.250000 Penalty: 3186.783691
	Iteration 4Q: 3 clusters Score -2025690 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2025832.125000 Penalty: 3186.783691
	Iteration 5Q: 3 clusters Score -2025832 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2025989.000000 Penalty: 3186.783691
	Iteration 6Q: 3 clusters Score -2025989 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2026140.875000 Penalty: 3186.783691
	Iteration 7Q: 3 clusters Score -2026141 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2026318.625000 Penalty: 3186.783691
	Iteration 8Q: 3 clusters Score -2026319 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2026535.000000 Penalty: 3186.783691
	Iteration 9Q: 3 clusters Score -2026535 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2026847.500000 Penalty: 3186.783691
	Iteration 10Q: 3 clusters Score -2026848 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2027262.875000 Penalty: 3186.783691
	Iteration 11Q: 3 clusters Score -2027263 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2027812.250000 Penalty: 3186.783691
	Iteration 12Q: 3 clusters Score -2027812 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2028452.875000 Penalty: 3186.783691
	Iteration 13F: 3 clusters Score -2028453 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2029047.500000 Penalty: 3186.783691
	Iteration 14Q: 3 clusters Score -2029048 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2029553.250000 Penalty: 3186.783691
	Iteration 15Q: 3 clusters Score -2029553 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2029911.625000 Penalty: 3186.783691
	Iteration 16Q: 3 clusters Score -2029912 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2030186.125000 Penalty: 3186.783691
	Iteration 17Q: 3 clusters Score -2030186 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2030390.500000 Penalty: 3186.783691
	Iteration 18Q: 3 clusters Score -2030390 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2030537.250000 Penalty: 3186.783691
	Iteration 19Q: 3 clusters Score -2030537 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2030675.000000 Penalty: 3186.783691
	Iteration 20F: 3 clusters Score -2030675 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2030804.750000 Penalty: 3186.783691
	Iteration 21Q: 3 clusters Score -2030805 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2030927.000000 Penalty: 3186.783691
	Iteration 22Q: 3 clusters Score -2030927 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2031057.500000 Penalty: 3186.783691
	Iteration 23Q: 3 clusters Score -2031058 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2031186.125000 Penalty: 3186.783691
	Iteration 24Q: 3 clusters Score -2031186 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2031328.750000 Penalty: 3186.783691
	Iteration 25Q: 3 clusters Score -2031329 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2031519.250000 Penalty: 3186.783691
	Iteration 26Q: 3 clusters Score -2031519 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2031816.125000 Penalty: 3186.783691
	Iteration 27Q: 3 clusters Score -2031816 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2032149.875000 Penalty: 3186.783691
	Iteration 28Q: 3 clusters Score -2032150 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2032465.250000 Penalty: 3186.783691
	Iteration 29Q: 3 clusters Score -2032465 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2032656.000000 Penalty: 3186.783691
	Iteration 30Q: 3 clusters Score -2032656 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2032771.750000 Penalty: 3186.783691
	Iteration 31Q: 3 clusters Score -2032772 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2032824.500000 Penalty: 3186.783691
	Iteration 32Q: 3 clusters Score -2032824 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2032844.500000 Penalty: 3186.783691
	Iteration 33Q: 3 clusters Score -2032844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2032854.750000 Penalty: 3186.783691
	Iteration 34Q: 3 clusters Score -2032855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2032860.875000 Penalty: 3186.783691
	Iteration 35Q: 3 clusters Score -2032861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2032865.375000 Penalty: 3186.783691
	Iteration 36Q: 3 clusters Score -2032865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2032874.625000 Penalty: 3186.783691
	Iteration 37Q: 3 clusters Score -2032875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2032874.250000 Penalty: 3186.783691
	Iteration 38Q: 3 clusters Score -2032874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2032876.625000 Penalty: 3186.783691
	Iteration 39Q: 3 clusters Score -2032877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2032957.875000 Penalty: 3186.783691
	Iteration 40F: 3 clusters Score -2032958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2032985.625000 Penalty: 3186.783691
	Iteration 41Q: 3 clusters Score -2032986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2032985.750000 Penalty: 3186.783691
	Iteration 42Q: 3 clusters Score -2032986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2032984.375000 Penalty: 3186.783691
	Iteration 43Q: 3 clusters Score -2032984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2032983.500000 Penalty: 3186.783691
	Iteration 44Q: 3 clusters Score -2032984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2032987.875000 Penalty: 3186.783691
	Iteration 45Q: 3 clusters Score -2032988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2032987.250000 Penalty: 3186.783691
	Iteration 46Q: 3 clusters Score -2032987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2032985.625000 Penalty: 3186.783691
	Iteration 47Q: 3 clusters Score -2032986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2032985.625000 Penalty: 3186.783691
	Iteration 48F: 3 clusters Score -2032986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 37017 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 13834 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 188664 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 16 contains 21629 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3613 members 
Entering Unmasked Estep 
Score: -41696784.000000 Penalty: 43896.656250
Splitting cluster 2 changes total score from -41697040.000000 to -41696784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -887233.812500 Penalty: 1464.451904
	Iteration 0F: 2 clusters Score -887233.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -881232.500000 Penalty: 2928.903809
	Iteration 0F: 3 clusters Score -881232.5 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -883198.125000 Penalty: 2928.903809
	Iteration 1F: 3 clusters Score -883198.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -883618.625000 Penalty: 2928.903809
	Iteration 2F: 3 clusters Score -883618.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -884106.312500 Penalty: 2928.903809
	Iteration 3F: 3 clusters Score -884106.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -884602.062500 Penalty: 2928.903809
	Iteration 4F: 3 clusters Score -884602.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -885039.562500 Penalty: 2928.903809
	Iteration 5F: 3 clusters Score -885039.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -885390.250000 Penalty: 2928.903809
	Iteration 6F: 3 clusters Score -885390.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -885663.000000 Penalty: 2928.903809
	Iteration 7F: 3 clusters Score -885663 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -885853.812500 Penalty: 2928.903809
	Iteration 8Q: 3 clusters Score -885853.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -885989.125000 Penalty: 2928.903809
	Iteration 9Q: 3 clusters Score -885989.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -886079.562500 Penalty: 2928.903809
	Iteration 10Q: 3 clusters Score -886079.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -886147.500000 Penalty: 2928.903809
	Iteration 11Q: 3 clusters Score -886147.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -886213.625000 Penalty: 2928.903809
	Iteration 12Q: 3 clusters Score -886213.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -886297.250000 Penalty: 2928.903809
	Iteration 13Q: 3 clusters Score -886297.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -886373.812500 Penalty: 2928.903809
	Iteration 14Q: 3 clusters Score -886373.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -886449.562500 Penalty: 2928.903809
	Iteration 15Q: 3 clusters Score -886449.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -886535.500000 Penalty: 2928.903809
	Iteration 16Q: 3 clusters Score -886535.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -886591.125000 Penalty: 2928.903809
	Iteration 17Q: 3 clusters Score -886591.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -886648.937500 Penalty: 2928.903809
	Iteration 18Q: 3 clusters Score -886648.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -886691.625000 Penalty: 2928.903809
	Iteration 19Q: 3 clusters Score -886691.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -886717.187500 Penalty: 2928.903809
	Iteration 20F: 3 clusters Score -886717.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -886731.125000 Penalty: 2928.903809
	Iteration 21Q: 3 clusters Score -886731.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -886745.500000 Penalty: 2928.903809
	Iteration 22Q: 3 clusters Score -886745.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -886755.750000 Penalty: 2928.903809
	Iteration 23Q: 3 clusters Score -886755.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -886762.937500 Penalty: 2928.903809
	Iteration 24Q: 3 clusters Score -886762.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -886771.875000 Penalty: 2928.903809
	Iteration 25Q: 3 clusters Score -886771.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -886780.312500 Penalty: 2928.903809
	Iteration 26Q: 3 clusters Score -886780.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -886787.187500 Penalty: 2928.903809
	Iteration 27Q: 3 clusters Score -886787.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -886791.750000 Penalty: 2928.903809
	Iteration 28Q: 3 clusters Score -886791.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -886795.312500 Penalty: 2928.903809
	Iteration 29Q: 3 clusters Score -886795.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -886797.625000 Penalty: 2928.903809
	Iteration 30Q: 3 clusters Score -886797.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -886801.812500 Penalty: 2928.903809
	Iteration 31Q: 3 clusters Score -886801.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -886804.125000 Penalty: 2928.903809
	Iteration 32Q: 3 clusters Score -886804.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -886802.500000 Penalty: 2928.903809
	Iteration 33Q: 3 clusters Score -886802.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -886804.562500 Penalty: 2928.903809
	Iteration 34Q: 3 clusters Score -886804.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -886807.062500 Penalty: 2928.903809
	Iteration 35Q: 3 clusters Score -886807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -886809.000000 Penalty: 2928.903809
	Iteration 36Q: 3 clusters Score -886809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -886809.437500 Penalty: 2928.903809
	Iteration 37Q: 3 clusters Score -886809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -886810.812500 Penalty: 2928.903809
	Iteration 38Q: 3 clusters Score -886810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -886812.500000 Penalty: 2928.903809
	Iteration 39Q: 3 clusters Score -886812.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -886811.937500 Penalty: 2928.903809
	Iteration 40F: 3 clusters Score -886811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -886814.500000 Penalty: 2928.903809
	Iteration 41Q: 3 clusters Score -886814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -886812.812500 Penalty: 2928.903809
	Iteration 42Q: 3 clusters Score -886812.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -886812.625000 Penalty: 2928.903809
	Iteration 43Q: 3 clusters Score -886812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -886813.375000 Penalty: 2928.903809
	Iteration 44Q: 3 clusters Score -886813.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -886812.750000 Penalty: 2928.903809
	Iteration 45Q: 3 clusters Score -886812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -886813.750000 Penalty: 2928.903809
	Iteration 46Q: 3 clusters Score -886813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -886813.750000 Penalty: 2928.903809
	Iteration 47F: 3 clusters Score -886813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -36800.527344 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -36800.53 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 212 members 
Entering Unmasked Estep 
Score: -35824.695312 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -35824.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36037.117188 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -36037.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36198.121094 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -36198.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36305.136719 Penalty: 1966.163452
	Iteration 3F: 3 clusters Score -36305.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36378.593750 Penalty: 1966.163452
	Iteration 4F: 3 clusters Score -36378.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36405.019531 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -36405.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36421.703125 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -36421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36430.253906 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -36430.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36436.976562 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -36436.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36462.273438 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -36462.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36478.972656 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -36478.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36488.851562 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -36488.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36488.851562 Penalty: 1966.163452
	Iteration 12F: 3 clusters Score -36488.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -370485.406250 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -370485.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -367535.218750 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -367535.2 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -368286.750000 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -368286.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -368429.875000 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -368429.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -368502.531250 Penalty: 2636.766113
	Iteration 3Q: 3 clusters Score -368502.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -368563.593750 Penalty: 2636.766113
	Iteration 4Q: 3 clusters Score -368563.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -368627.562500 Penalty: 2636.766113
	Iteration 5Q: 3 clusters Score -368627.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -368676.687500 Penalty: 2636.766113
	Iteration 6Q: 3 clusters Score -368676.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -368724.843750 Penalty: 2636.766113
	Iteration 7Q: 3 clusters Score -368724.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -368765.375000 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -368765.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -368798.000000 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -368798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -368822.968750 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -368823 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -368845.031250 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -368845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -368858.843750 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -368858.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -368877.343750 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -368877.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -368898.687500 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -368898.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -368927.281250 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -368927.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -368958.687500 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -368958.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -369006.781250 Penalty: 2636.766113
	Iteration 17Q: 3 clusters Score -369006.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -369056.343750 Penalty: 2636.766113
	Iteration 18Q: 3 clusters Score -369056.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -369097.687500 Penalty: 2636.766113
	Iteration 19Q: 3 clusters Score -369097.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -369125.843750 Penalty: 2636.766113
	Iteration 20F: 3 clusters Score -369125.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -369150.968750 Penalty: 2636.766113
	Iteration 21Q: 3 clusters Score -369151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -369174.718750 Penalty: 2636.766113
	Iteration 22Q: 3 clusters Score -369174.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -369194.375000 Penalty: 2636.766113
	Iteration 23Q: 3 clusters Score -369194.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -369212.187500 Penalty: 2636.766113
	Iteration 24Q: 3 clusters Score -369212.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -369224.968750 Penalty: 2636.766113
	Iteration 25Q: 3 clusters Score -369225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -369232.531250 Penalty: 2636.766113
	Iteration 26Q: 3 clusters Score -369232.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -369238.343750 Penalty: 2636.766113
	Iteration 27Q: 3 clusters Score -369238.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -369243.437500 Penalty: 2636.766113
	Iteration 28Q: 3 clusters Score -369243.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -369247.593750 Penalty: 2636.766113
	Iteration 29Q: 3 clusters Score -369247.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -369251.375000 Penalty: 2636.766113
	Iteration 30Q: 3 clusters Score -369251.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -369256.125000 Penalty: 2636.766113
	Iteration 31Q: 3 clusters Score -369256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -369258.718750 Penalty: 2636.766113
	Iteration 32Q: 3 clusters Score -369258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -369260.593750 Penalty: 2636.766113
	Iteration 33Q: 3 clusters Score -369260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -369262.812500 Penalty: 2636.766113
	Iteration 34Q: 3 clusters Score -369262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -369263.562500 Penalty: 2636.766113
	Iteration 35Q: 3 clusters Score -369263.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -369265.343750 Penalty: 2636.766113
	Iteration 36Q: 3 clusters Score -369265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -369267.656250 Penalty: 2636.766113
	Iteration 37Q: 3 clusters Score -369267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -369270.125000 Penalty: 2636.766113
	Iteration 38Q: 3 clusters Score -369270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -369270.531250 Penalty: 2636.766113
	Iteration 39Q: 3 clusters Score -369270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -369272.312500 Penalty: 2636.766113
	Iteration 40F: 3 clusters Score -369272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -369273.562500 Penalty: 2636.766113
	Iteration 41Q: 3 clusters Score -369273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -369273.281250 Penalty: 2636.766113
	Iteration 42Q: 3 clusters Score -369273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -369274.812500 Penalty: 2636.766113
	Iteration 43Q: 3 clusters Score -369274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -369275.312500 Penalty: 2636.766113
	Iteration 44Q: 3 clusters Score -369275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -369275.562500 Penalty: 2636.766113
	Iteration 45Q: 3 clusters Score -369275.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -369275.562500 Penalty: 2636.766113
	Iteration 46F: 3 clusters Score -369275.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Entering Unmasked Estep 
Score: -2201242.000000 Penalty: 1605.144165
	Iteration 0F: 2 clusters Score -2201242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2188009.500000 Penalty: 3210.288330
	Iteration 0F: 3 clusters Score -2188010 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2192768.000000 Penalty: 3210.288330
	Iteration 1F: 3 clusters Score -2192768 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2193192.250000 Penalty: 3210.288330
	Iteration 2F: 3 clusters Score -2193192 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2193744.000000 Penalty: 3210.288330
	Iteration 3F: 3 clusters Score -2193744 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2194542.500000 Penalty: 3210.288330
	Iteration 4F: 3 clusters Score -2194542 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2195663.250000 Penalty: 3210.288330
	Iteration 5F: 3 clusters Score -2195663 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2196992.500000 Penalty: 3210.288330
	Iteration 6F: 3 clusters Score -2196992 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2198227.250000 Penalty: 3210.288330
	Iteration 7F: 3 clusters Score -2198227 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2199029.000000 Penalty: 3210.288330
	Iteration 8Q: 3 clusters Score -2199029 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2199448.750000 Penalty: 3210.288330
	Iteration 9Q: 3 clusters Score -2199449 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2199641.500000 Penalty: 3210.288330
	Iteration 10Q: 3 clusters Score -2199642 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2199746.750000 Penalty: 3210.288330
	Iteration 11Q: 3 clusters Score -2199747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2199797.500000 Penalty: 3210.288330
	Iteration 12Q: 3 clusters Score -2199798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2199825.500000 Penalty: 3210.288330
	Iteration 13Q: 3 clusters Score -2199826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2199841.750000 Penalty: 3210.288330
	Iteration 14Q: 3 clusters Score -2199842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2199848.500000 Penalty: 3210.288330
	Iteration 15Q: 3 clusters Score -2199848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2199858.500000 Penalty: 3210.288330
	Iteration 16Q: 3 clusters Score -2199858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2199863.250000 Penalty: 3210.288330
	Iteration 17Q: 3 clusters Score -2199863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2199867.750000 Penalty: 3210.288330
	Iteration 18Q: 3 clusters Score -2199868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2199867.750000 Penalty: 3210.288330
	Iteration 19Q: 3 clusters Score -2199868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2199867.750000 Penalty: 3210.288330
	Iteration 20F: 3 clusters Score -2199868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Entering Unmasked Estep 
Score: -1235641.125000 Penalty: 1520.798584
	Iteration 0F: 2 clusters Score -1235641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1227467.625000 Penalty: 3041.597168
	Iteration 0F: 3 clusters Score -1227468 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1230379.125000 Penalty: 3041.597168
	Iteration 1F: 3 clusters Score -1230379 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1230711.125000 Penalty: 3041.597168
	Iteration 2F: 3 clusters Score -1230711 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1230964.375000 Penalty: 3041.597168
	Iteration 3F: 3 clusters Score -1230964 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1231192.375000 Penalty: 3041.597168
	Iteration 4Q: 3 clusters Score -1231192 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1231361.750000 Penalty: 3041.597168
	Iteration 5Q: 3 clusters Score -1231362 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1231471.125000 Penalty: 3041.597168
	Iteration 6Q: 3 clusters Score -1231471 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1231574.500000 Penalty: 3041.597168
	Iteration 7Q: 3 clusters Score -1231574 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1231666.875000 Penalty: 3041.597168
	Iteration 8Q: 3 clusters Score -1231667 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1231753.375000 Penalty: 3041.597168
	Iteration 9Q: 3 clusters Score -1231753 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1231839.625000 Penalty: 3041.597168
	Iteration 10Q: 3 clusters Score -1231840 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1231921.750000 Penalty: 3041.597168
	Iteration 11Q: 3 clusters Score -1231922 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1231999.375000 Penalty: 3041.597168
	Iteration 12Q: 3 clusters Score -1231999 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1232091.750000 Penalty: 3041.597168
	Iteration 13Q: 3 clusters Score -1232092 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1232198.625000 Penalty: 3041.597168
	Iteration 14Q: 3 clusters Score -1232199 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1232316.250000 Penalty: 3041.597168
	Iteration 15Q: 3 clusters Score -1232316 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1232431.125000 Penalty: 3041.597168
	Iteration 16Q: 3 clusters Score -1232431 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1232554.625000 Penalty: 3041.597168
	Iteration 17Q: 3 clusters Score -1232555 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1232692.375000 Penalty: 3041.597168
	Iteration 18Q: 3 clusters Score -1232692 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1232834.250000 Penalty: 3041.597168
	Iteration 19Q: 3 clusters Score -1232834 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1232965.375000 Penalty: 3041.597168
	Iteration 20F: 3 clusters Score -1232965 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1233085.250000 Penalty: 3041.597168
	Iteration 21Q: 3 clusters Score -1233085 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1233227.625000 Penalty: 3041.597168
	Iteration 22Q: 3 clusters Score -1233228 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1233400.875000 Penalty: 3041.597168
	Iteration 23Q: 3 clusters Score -1233401 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1233552.625000 Penalty: 3041.597168
	Iteration 24Q: 3 clusters Score -1233553 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1233704.000000 Penalty: 3041.597168
	Iteration 25Q: 3 clusters Score -1233704 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1233859.250000 Penalty: 3041.597168
	Iteration 26Q: 3 clusters Score -1233859 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1233970.250000 Penalty: 3041.597168
	Iteration 27Q: 3 clusters Score -1233970 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1234063.375000 Penalty: 3041.597168
	Iteration 28Q: 3 clusters Score -1234063 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1234147.250000 Penalty: 3041.597168
	Iteration 29Q: 3 clusters Score -1234147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1234219.125000 Penalty: 3041.597168
	Iteration 30Q: 3 clusters Score -1234219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1234268.875000 Penalty: 3041.597168
	Iteration 31Q: 3 clusters Score -1234269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1234290.375000 Penalty: 3041.597168
	Iteration 32Q: 3 clusters Score -1234290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1234302.875000 Penalty: 3041.597168
	Iteration 33Q: 3 clusters Score -1234303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1234307.500000 Penalty: 3041.597168
	Iteration 34Q: 3 clusters Score -1234308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1234312.500000 Penalty: 3041.597168
	Iteration 35Q: 3 clusters Score -1234312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1234318.500000 Penalty: 3041.597168
	Iteration 36Q: 3 clusters Score -1234318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1234322.750000 Penalty: 3041.597168
	Iteration 37Q: 3 clusters Score -1234323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1234324.750000 Penalty: 3041.597168
	Iteration 38Q: 3 clusters Score -1234325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1234326.750000 Penalty: 3041.597168
	Iteration 39Q: 3 clusters Score -1234327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1234328.500000 Penalty: 3041.597168
	Iteration 40F: 3 clusters Score -1234328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1234329.250000 Penalty: 3041.597168
	Iteration 41Q: 3 clusters Score -1234329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1234330.375000 Penalty: 3041.597168
	Iteration 42Q: 3 clusters Score -1234330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1234336.500000 Penalty: 3041.597168
	Iteration 43Q: 3 clusters Score -1234336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1234336.750000 Penalty: 3041.597168
	Iteration 44Q: 3 clusters Score -1234337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1234337.750000 Penalty: 3041.597168
	Iteration 45Q: 3 clusters Score -1234338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1234339.375000 Penalty: 3041.597168
	Iteration 46Q: 3 clusters Score -1234339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1234345.250000 Penalty: 3041.597168
	Iteration 47Q: 3 clusters Score -1234345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1234348.500000 Penalty: 3041.597168
	Iteration 48Q: 3 clusters Score -1234348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1234348.500000 Penalty: 3041.597168
	Iteration 49Q: 3 clusters Score -1234348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1234349.250000 Penalty: 3041.597168
	Iteration 50Q: 3 clusters Score -1234349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1234349.875000 Penalty: 3041.597168
	Iteration 51Q: 3 clusters Score -1234350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1234351.625000 Penalty: 3041.597168
	Iteration 52Q: 3 clusters Score -1234352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1234351.875000 Penalty: 3041.597168
	Iteration 53Q: 3 clusters Score -1234352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1234353.250000 Penalty: 3041.597168
	Iteration 54Q: 3 clusters Score -1234353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1234353.250000 Penalty: 3041.597168
	Iteration 55F: 3 clusters Score -1234353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -125389.984375 Penalty: 1154.690308
	Iteration 0F: 2 clusters Score -125390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123797.273438 Penalty: 2309.380615
	Iteration 0F: 3 clusters Score -123797.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -124346.164062 Penalty: 2309.380615
	Iteration 1F: 3 clusters Score -124346.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -124537.406250 Penalty: 2309.380615
	Iteration 2F: 3 clusters Score -124537.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -124681.031250 Penalty: 2309.380615
	Iteration 3F: 3 clusters Score -124681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -124769.343750 Penalty: 2309.380615
	Iteration 4F: 3 clusters Score -124769.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -124858.867188 Penalty: 2309.380615
	Iteration 5Q: 3 clusters Score -124858.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -124921.984375 Penalty: 2309.380615
	Iteration 6Q: 3 clusters Score -124922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -124965.156250 Penalty: 2309.380615
	Iteration 7Q: 3 clusters Score -124965.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -124997.898438 Penalty: 2309.380615
	Iteration 8Q: 3 clusters Score -124997.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -125027.554688 Penalty: 2309.380615
	Iteration 9Q: 3 clusters Score -125027.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -125044.187500 Penalty: 2309.380615
	Iteration 10Q: 3 clusters Score -125044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -125059.460938 Penalty: 2309.380615
	Iteration 11Q: 3 clusters Score -125059.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -125070.093750 Penalty: 2309.380615
	Iteration 12Q: 3 clusters Score -125070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -125079.187500 Penalty: 2309.380615
	Iteration 13Q: 3 clusters Score -125079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -125085.546875 Penalty: 2309.380615
	Iteration 14Q: 3 clusters Score -125085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -125087.984375 Penalty: 2309.380615
	Iteration 15Q: 3 clusters Score -125088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -125087.984375 Penalty: 2309.380615
	Iteration 16F: 3 clusters Score -125088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Entering Unmasked Estep 
Score: -4157310.500000 Penalty: 1709.359009
	Iteration 0F: 2 clusters Score -4157310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4132449.500000 Penalty: 3418.718018
	Iteration 0F: 3 clusters Score -4132450 nChanged 17220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4142024.250000 Penalty: 3418.718018
	Iteration 1F: 3 clusters Score -4142024 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4142574.250000 Penalty: 3418.718018
	Iteration 2Q: 3 clusters Score -4142574 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -4143211.250000 Penalty: 3418.718018
	Iteration 3Q: 3 clusters Score -4143211 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -4144191.750000 Penalty: 3418.718018
	Iteration 4F: 3 clusters Score -4144192 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -4145645.000000 Penalty: 3418.718018
	Iteration 5F: 3 clusters Score -4145645 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -4147730.000000 Penalty: 3418.718018
	Iteration 6F: 3 clusters Score -4147730 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -4150249.750000 Penalty: 3418.718018
	Iteration 7F: 3 clusters Score -4150250 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -4152644.750000 Penalty: 3418.718018
	Iteration 8F: 3 clusters Score -4152645 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4154369.000000 Penalty: 3418.718018
	Iteration 9Q: 3 clusters Score -4154369 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4155380.750000 Penalty: 3418.718018
	Iteration 10Q: 3 clusters Score -4155381 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4155964.250000 Penalty: 3418.718018
	Iteration 11Q: 3 clusters Score -4155964 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4156269.500000 Penalty: 3418.718018
	Iteration 12Q: 3 clusters Score -4156270 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4156446.000000 Penalty: 3418.718018
	Iteration 13Q: 3 clusters Score -4156446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4156549.000000 Penalty: 3418.718018
	Iteration 14Q: 3 clusters Score -4156549 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4156596.250000 Penalty: 3418.718018
	Iteration 15Q: 3 clusters Score -4156596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4156648.000000 Penalty: 3418.718018
	Iteration 16Q: 3 clusters Score -4156648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4156675.500000 Penalty: 3418.718018
	Iteration 17Q: 3 clusters Score -4156676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4156693.250000 Penalty: 3418.718018
	Iteration 18Q: 3 clusters Score -4156693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4156696.750000 Penalty: 3418.718018
	Iteration 19Q: 3 clusters Score -4156697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4156704.750000 Penalty: 3418.718018
	Iteration 20F: 3 clusters Score -4156705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4156709.000000 Penalty: 3418.718018
	Iteration 21Q: 3 clusters Score -4156709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4156712.750000 Penalty: 3418.718018
	Iteration 22Q: 3 clusters Score -4156713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4156709.000000 Penalty: 3418.718018
	Iteration 23Q: 3 clusters Score -4156709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4156712.250000 Penalty: 3418.718018
	Iteration 24Q: 3 clusters Score -4156712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4156714.250000 Penalty: 3418.718018
	Iteration 25Q: 3 clusters Score -4156714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4156718.000000 Penalty: 3418.718018
	Iteration 26Q: 3 clusters Score -4156718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4156718.250000 Penalty: 3418.718018
	Iteration 27Q: 3 clusters Score -4156718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4156718.750000 Penalty: 3418.718018
	Iteration 28Q: 3 clusters Score -4156719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4156719.500000 Penalty: 3418.718018
	Iteration 29Q: 3 clusters Score -4156720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4156719.750000 Penalty: 3418.718018
	Iteration 30Q: 3 clusters Score -4156720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4156721.250000 Penalty: 3418.718018
	Iteration 31Q: 3 clusters Score -4156721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4156724.250000 Penalty: 3418.718018
	Iteration 32Q: 3 clusters Score -4156724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4156728.000000 Penalty: 3418.718018
	Iteration 33Q: 3 clusters Score -4156728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4156726.000000 Penalty: 3418.718018
	Iteration 34Q: 3 clusters Score -4156726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4156726.750000 Penalty: 3418.718018
	Iteration 35Q: 3 clusters Score -4156727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4156731.000000 Penalty: 3418.718018
	Iteration 36Q: 3 clusters Score -4156731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4156734.000000 Penalty: 3418.718018
	Iteration 37Q: 3 clusters Score -4156734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4156732.250000 Penalty: 3418.718018
	Iteration 38Q: 3 clusters Score -4156732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4156734.250000 Penalty: 3418.718018
	Iteration 39Q: 3 clusters Score -4156734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4156733.250000 Penalty: 3418.718018
	Iteration 40F: 3 clusters Score -4156733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4156732.000000 Penalty: 3418.718018
	Iteration 41Q: 3 clusters Score -4156732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4156732.000000 Penalty: 3418.718018
	Iteration 42F: 3 clusters Score -4156732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Entering Unmasked Estep 
Score: -701201.000000 Penalty: 1429.355957
	Iteration 0F: 2 clusters Score -701201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -696184.562500 Penalty: 2858.711914
	Iteration 0F: 3 clusters Score -696184.6 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -697741.125000 Penalty: 2858.711914
	Iteration 1F: 3 clusters Score -697741.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -698067.875000 Penalty: 2858.711914
	Iteration 2F: 3 clusters Score -698067.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -698387.062500 Penalty: 2858.711914
	Iteration 3F: 3 clusters Score -698387.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -698746.812500 Penalty: 2858.711914
	Iteration 4F: 3 clusters Score -698746.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -699125.625000 Penalty: 2858.711914
	Iteration 5F: 3 clusters Score -699125.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -699474.500000 Penalty: 2858.711914
	Iteration 6F: 3 clusters Score -699474.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -699756.875000 Penalty: 2858.711914
	Iteration 7F: 3 clusters Score -699756.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -699970.250000 Penalty: 2858.711914
	Iteration 8F: 3 clusters Score -699970.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -700126.812500 Penalty: 2858.711914
	Iteration 9Q: 3 clusters Score -700126.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -700232.125000 Penalty: 2858.711914
	Iteration 10Q: 3 clusters Score -700232.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -700301.125000 Penalty: 2858.711914
	Iteration 11Q: 3 clusters Score -700301.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -700348.187500 Penalty: 2858.711914
	Iteration 12Q: 3 clusters Score -700348.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -700382.375000 Penalty: 2858.711914
	Iteration 13Q: 3 clusters Score -700382.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -700417.375000 Penalty: 2858.711914
	Iteration 14Q: 3 clusters Score -700417.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -700448.187500 Penalty: 2858.711914
	Iteration 15Q: 3 clusters Score -700448.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -700480.500000 Penalty: 2858.711914
	Iteration 16Q: 3 clusters Score -700480.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -700519.375000 Penalty: 2858.711914
	Iteration 17Q: 3 clusters Score -700519.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -700582.937500 Penalty: 2858.711914
	Iteration 18Q: 3 clusters Score -700582.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -700647.687500 Penalty: 2858.711914
	Iteration 19Q: 3 clusters Score -700647.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -700700.500000 Penalty: 2858.711914
	Iteration 20F: 3 clusters Score -700700.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -700726.562500 Penalty: 2858.711914
	Iteration 21Q: 3 clusters Score -700726.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -700737.062500 Penalty: 2858.711914
	Iteration 22Q: 3 clusters Score -700737.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -700750.000000 Penalty: 2858.711914
	Iteration 23Q: 3 clusters Score -700750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -700756.625000 Penalty: 2858.711914
	Iteration 24Q: 3 clusters Score -700756.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -700763.312500 Penalty: 2858.711914
	Iteration 25Q: 3 clusters Score -700763.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -700768.250000 Penalty: 2858.711914
	Iteration 26Q: 3 clusters Score -700768.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -700767.500000 Penalty: 2858.711914
	Iteration 27Q: 3 clusters Score -700767.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -700768.937500 Penalty: 2858.711914
	Iteration 28Q: 3 clusters Score -700768.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -700767.875000 Penalty: 2858.711914
	Iteration 29Q: 3 clusters Score -700767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -700767.500000 Penalty: 2858.711914
	Iteration 30Q: 3 clusters Score -700767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -700768.875000 Penalty: 2858.711914
	Iteration 31Q: 3 clusters Score -700768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -700768.750000 Penalty: 2858.711914
	Iteration 32Q: 3 clusters Score -700768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -700770.062500 Penalty: 2858.711914
	Iteration 33Q: 3 clusters Score -700770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -700771.000000 Penalty: 2858.711914
	Iteration 34Q: 3 clusters Score -700771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -700771.000000 Penalty: 2858.711914
	Iteration 35F: 3 clusters Score -700771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Entering Unmasked Estep 
Score: -1349193.000000 Penalty: 1525.887329
	Iteration 0F: 2 clusters Score -1349193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1340861.375000 Penalty: 3051.774658
	Iteration 0F: 3 clusters Score -1340861 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1343703.750000 Penalty: 3051.774658
	Iteration 1F: 3 clusters Score -1343704 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1344010.625000 Penalty: 3051.774658
	Iteration 2F: 3 clusters Score -1344011 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1344312.625000 Penalty: 3051.774658
	Iteration 3F: 3 clusters Score -1344313 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1344639.125000 Penalty: 3051.774658
	Iteration 4Q: 3 clusters Score -1344639 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1344994.750000 Penalty: 3051.774658
	Iteration 5F: 3 clusters Score -1344995 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1345354.125000 Penalty: 3051.774658
	Iteration 6Q: 3 clusters Score -1345354 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1345731.750000 Penalty: 3051.774658
	Iteration 7F: 3 clusters Score -1345732 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1346040.875000 Penalty: 3051.774658
	Iteration 8Q: 3 clusters Score -1346041 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1346343.750000 Penalty: 3051.774658
	Iteration 9Q: 3 clusters Score -1346344 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1346574.250000 Penalty: 3051.774658
	Iteration 10Q: 3 clusters Score -1346574 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1346762.875000 Penalty: 3051.774658
	Iteration 11Q: 3 clusters Score -1346763 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1346894.500000 Penalty: 3051.774658
	Iteration 12Q: 3 clusters Score -1346894 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1346983.000000 Penalty: 3051.774658
	Iteration 13Q: 3 clusters Score -1346983 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1347052.375000 Penalty: 3051.774658
	Iteration 14Q: 3 clusters Score -1347052 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1347096.125000 Penalty: 3051.774658
	Iteration 15Q: 3 clusters Score -1347096 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1347129.750000 Penalty: 3051.774658
	Iteration 16Q: 3 clusters Score -1347130 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1347162.375000 Penalty: 3051.774658
	Iteration 17Q: 3 clusters Score -1347162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1347197.375000 Penalty: 3051.774658
	Iteration 18Q: 3 clusters Score -1347197 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1347224.750000 Penalty: 3051.774658
	Iteration 19Q: 3 clusters Score -1347225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1347249.625000 Penalty: 3051.774658
	Iteration 20F: 3 clusters Score -1347250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1347280.250000 Penalty: 3051.774658
	Iteration 21Q: 3 clusters Score -1347280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1347308.000000 Penalty: 3051.774658
	Iteration 22Q: 3 clusters Score -1347308 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1347340.625000 Penalty: 3051.774658
	Iteration 23Q: 3 clusters Score -1347341 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1347372.000000 Penalty: 3051.774658
	Iteration 24Q: 3 clusters Score -1347372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1347397.625000 Penalty: 3051.774658
	Iteration 25Q: 3 clusters Score -1347398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1347425.250000 Penalty: 3051.774658
	Iteration 26Q: 3 clusters Score -1347425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1347440.125000 Penalty: 3051.774658
	Iteration 27Q: 3 clusters Score -1347440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1347465.625000 Penalty: 3051.774658
	Iteration 28Q: 3 clusters Score -1347466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1347488.125000 Penalty: 3051.774658
	Iteration 29Q: 3 clusters Score -1347488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1347508.000000 Penalty: 3051.774658
	Iteration 30Q: 3 clusters Score -1347508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1347523.750000 Penalty: 3051.774658
	Iteration 31Q: 3 clusters Score -1347524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1347540.625000 Penalty: 3051.774658
	Iteration 32Q: 3 clusters Score -1347541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1347545.875000 Penalty: 3051.774658
	Iteration 33Q: 3 clusters Score -1347546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1347550.125000 Penalty: 3051.774658
	Iteration 34Q: 3 clusters Score -1347550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1347560.625000 Penalty: 3051.774658
	Iteration 35Q: 3 clusters Score -1347561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1347566.500000 Penalty: 3051.774658
	Iteration 36Q: 3 clusters Score -1347566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1347575.625000 Penalty: 3051.774658
	Iteration 37Q: 3 clusters Score -1347576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1347591.875000 Penalty: 3051.774658
	Iteration 38Q: 3 clusters Score -1347592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1347606.500000 Penalty: 3051.774658
	Iteration 39Q: 3 clusters Score -1347606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1347617.125000 Penalty: 3051.774658
	Iteration 40F: 3 clusters Score -1347617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1347625.250000 Penalty: 3051.774658
	Iteration 41Q: 3 clusters Score -1347625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1347631.750000 Penalty: 3051.774658
	Iteration 42Q: 3 clusters Score -1347632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1347640.750000 Penalty: 3051.774658
	Iteration 43Q: 3 clusters Score -1347641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1347647.000000 Penalty: 3051.774658
	Iteration 44Q: 3 clusters Score -1347647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1347653.375000 Penalty: 3051.774658
	Iteration 45Q: 3 clusters Score -1347653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1347661.875000 Penalty: 3051.774658
	Iteration 46Q: 3 clusters Score -1347662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1347668.750000 Penalty: 3051.774658
	Iteration 47Q: 3 clusters Score -1347669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1347672.125000 Penalty: 3051.774658
	Iteration 48Q: 3 clusters Score -1347672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1347678.625000 Penalty: 3051.774658
	Iteration 49Q: 3 clusters Score -1347679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1347682.750000 Penalty: 3051.774658
	Iteration 50Q: 3 clusters Score -1347683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1347690.125000 Penalty: 3051.774658
	Iteration 51Q: 3 clusters Score -1347690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1347698.625000 Penalty: 3051.774658
	Iteration 52Q: 3 clusters Score -1347699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1347710.625000 Penalty: 3051.774658
	Iteration 53Q: 3 clusters Score -1347711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1347716.875000 Penalty: 3051.774658
	Iteration 54Q: 3 clusters Score -1347717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1347727.000000 Penalty: 3051.774658
	Iteration 55Q: 3 clusters Score -1347727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1347734.375000 Penalty: 3051.774658
	Iteration 56Q: 3 clusters Score -1347734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1347745.000000 Penalty: 3051.774658
	Iteration 57Q: 3 clusters Score -1347745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1347756.750000 Penalty: 3051.774658
	Iteration 58Q: 3 clusters Score -1347757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1347761.125000 Penalty: 3051.774658
	Iteration 59Q: 3 clusters Score -1347761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1347771.000000 Penalty: 3051.774658
	Iteration 60F: 3 clusters Score -1347771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1347790.375000 Penalty: 3051.774658
	Iteration 61Q: 3 clusters Score -1347790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1347801.375000 Penalty: 3051.774658
	Iteration 62Q: 3 clusters Score -1347801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1347811.625000 Penalty: 3051.774658
	Iteration 63Q: 3 clusters Score -1347812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1347820.750000 Penalty: 3051.774658
	Iteration 64Q: 3 clusters Score -1347821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1347828.750000 Penalty: 3051.774658
	Iteration 65Q: 3 clusters Score -1347829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1347832.125000 Penalty: 3051.774658
	Iteration 66Q: 3 clusters Score -1347832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1347841.000000 Penalty: 3051.774658
	Iteration 67Q: 3 clusters Score -1347841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1347846.750000 Penalty: 3051.774658
	Iteration 68Q: 3 clusters Score -1347847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1347847.750000 Penalty: 3051.774658
	Iteration 69Q: 3 clusters Score -1347848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1347850.000000 Penalty: 3051.774658
	Iteration 70Q: 3 clusters Score -1347850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1347853.625000 Penalty: 3051.774658
	Iteration 71Q: 3 clusters Score -1347854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1347855.250000 Penalty: 3051.774658
	Iteration 72Q: 3 clusters Score -1347855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1347854.625000 Penalty: 3051.774658
	Iteration 73Q: 3 clusters Score -1347855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1347854.625000 Penalty: 3051.774658
	Iteration 74F: 3 clusters Score -1347855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (188664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188664 members 
Entering Unmasked Estep 
Score: -20663230.000000 Penalty: 1974.005005
	Iteration 0F: 2 clusters Score -2.066323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 94079 members 
Entering Unmasked Estep 
Score: -20556068.000000 Penalty: 3948.010010
	Iteration 0F: 3 clusters Score -2.055607e+07 nChanged 91594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -20610144.000000 Penalty: 3948.010010
	Iteration 1F: 3 clusters Score -2.061014e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -20611878.000000 Penalty: 3948.010010
	Iteration 2Q: 3 clusters Score -2.061188e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 85778 members 
Entering Unmasked Estep 
Score: -20614410.000000 Penalty: 3948.010010
	Iteration 3Q: 3 clusters Score -2.061441e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 84387 members 
Entering Unmasked Estep 
Score: -20618320.000000 Penalty: 3948.010010
	Iteration 4F: 3 clusters Score -2.061832e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -20624524.000000 Penalty: 3948.010010
	Iteration 5F: 3 clusters Score -2.062452e+07 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -20633260.000000 Penalty: 3948.010010
	Iteration 6F: 3 clusters Score -2.063326e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -20641484.000000 Penalty: 3948.010010
	Iteration 7F: 3 clusters Score -2.064148e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -20645964.000000 Penalty: 3948.010010
	Iteration 8F: 3 clusters Score -2.064596e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -20647502.000000 Penalty: 3948.010010
	Iteration 9Q: 3 clusters Score -2.06475e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87675 members 
Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
Score: -20647570.000000 Penalty: 3948.010010
	Iteration 10Q: 3 clusters Score -2.064757e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 107804 members 
Entering Unmasked Estep 
Score: -20647030.000000 Penalty: 3948.010010
	Iteration 11Q: 3 clusters Score -2.064703e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 116101 members 
Entering Unmasked Estep 
Score: -20646520.000000 Penalty: 3948.010010
	Iteration 12Q: 3 clusters Score -2.064652e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 125539 members 
Entering Unmasked Estep 
Score: -20647148.000000 Penalty: 3948.010010
	Iteration 13F: 3 clusters Score -2.064715e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 135530 members 
Entering Unmasked Estep 
Score: -20648230.000000 Penalty: 3948.010010
	Iteration 14F: 3 clusters Score -2.064823e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 145422 members 
Entering Unmasked Estep 
Score: -20650152.000000 Penalty: 3948.010010
	Iteration 15F: 3 clusters Score -2.065015e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 154262 members 
Entering Unmasked Estep 
Score: -20652262.000000 Penalty: 3948.010010
	Iteration 16Q: 3 clusters Score -2.065226e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 161997 members 
Entering Unmasked Estep 
Score: -20654462.000000 Penalty: 3948.010010
	Iteration 17Q: 3 clusters Score -2.065446e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 168527 members 
Entering Unmasked Estep 
Score: -20656532.000000 Penalty: 3948.010010
	Iteration 18Q: 3 clusters Score -2.065653e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 173926 members 
Entering Unmasked Estep 
Score: -20657806.000000 Penalty: 3948.010010
	Iteration 19Q: 3 clusters Score -2.065781e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 178263 members 
Entering Unmasked Estep 
Score: -20658692.000000 Penalty: 3948.010010
	Iteration 20F: 3 clusters Score -2.065869e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 181460 members 
Entering Unmasked Estep 
Score: -20659536.000000 Penalty: 3948.010010
	Iteration 21Q: 3 clusters Score -2.065954e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 183680 members 
Entering Unmasked Estep 
Score: -20660312.000000 Penalty: 3948.010010
	Iteration 22Q: 3 clusters Score -2.066031e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 185248 members 
Entering Unmasked Estep 
Score: -20660644.000000 Penalty: 3948.010010
	Iteration 23Q: 3 clusters Score -2.066064e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 186290 members 
Entering Unmasked Estep 
Score: -20660978.000000 Penalty: 3948.010010
	Iteration 24Q: 3 clusters Score -2.066098e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 187008 members 
Entering Unmasked Estep 
Score: -20661156.000000 Penalty: 3948.010010
	Iteration 25Q: 3 clusters Score -2.066116e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 187446 members 
Entering Unmasked Estep 
Score: -20661336.000000 Penalty: 3948.010010
	Iteration 26Q: 3 clusters Score -2.066134e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 187714 members 
Entering Unmasked Estep 
Score: -20661450.000000 Penalty: 3948.010010
	Iteration 27Q: 3 clusters Score -2.066145e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 187887 members 
Entering Unmasked Estep 
Score: -20661566.000000 Penalty: 3948.010010
	Iteration 28Q: 3 clusters Score -2.066157e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 187999 members 
Entering Unmasked Estep 
Score: -20661624.000000 Penalty: 3948.010010
	Iteration 29Q: 3 clusters Score -2.066162e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 188066 members 
Entering Unmasked Estep 
Score: -20661638.000000 Penalty: 3948.010010
	Iteration 30Q: 3 clusters Score -2.066164e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 188120 members 
Entering Unmasked Estep 
Score: -20661654.000000 Penalty: 3948.010010
	Iteration 31Q: 3 clusters Score -2.066165e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 188149 members 
Entering Unmasked Estep 
Score: -20661678.000000 Penalty: 3948.010010
	Iteration 32Q: 3 clusters Score -2.066168e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 188183 members 
Entering Unmasked Estep 
Score: -20661668.000000 Penalty: 3948.010010
	Iteration 33Q: 3 clusters Score -2.066167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 188204 members 
Entering Unmasked Estep 
Score: -20661690.000000 Penalty: 3948.010010
	Iteration 34Q: 3 clusters Score -2.066169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 188214 members 
Entering Unmasked Estep 
Score: -20661704.000000 Penalty: 3948.010010
	Iteration 35Q: 3 clusters Score -2.06617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 188224 members 
Entering Unmasked Estep 
Score: -20661704.000000 Penalty: 3948.010010
	Iteration 36Q: 3 clusters Score -2.06617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 188231 members 
Entering Unmasked Estep 
Score: -20661698.000000 Penalty: 3948.010010
	Iteration 37Q: 3 clusters Score -2.06617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 188237 members 
Entering Unmasked Estep 
Score: -20661690.000000 Penalty: 3948.010010
	Iteration 38Q: 3 clusters Score -2.066169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 188244 members 
Entering Unmasked Estep 
Score: -20661712.000000 Penalty: 3948.010010
	Iteration 39Q: 3 clusters Score -2.066171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 188250 members 
Entering Unmasked Estep 
Score: -20661718.000000 Penalty: 3948.010010
	Iteration 40F: 3 clusters Score -2.066172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 188253 members 
Entering Unmasked Estep 
Score: -20661718.000000 Penalty: 3948.010010
	Iteration 41Q: 3 clusters Score -2.066172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 188256 members 
Entering Unmasked Estep 
Score: -20661710.000000 Penalty: 3948.010010
	Iteration 42Q: 3 clusters Score -2.066171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 188258 members 
Entering Unmasked Estep 
Score: -20661702.000000 Penalty: 3948.010010
	Iteration 43Q: 3 clusters Score -2.06617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 188260 members 
Entering Unmasked Estep 
Score: -20661706.000000 Penalty: 3948.010010
	Iteration 44Q: 3 clusters Score -2.066171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 188263 members 
Entering Unmasked Estep 
Score: -20661706.000000 Penalty: 3948.010010
	Iteration 45Q: 3 clusters Score -2.066171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 188267 members 
Entering Unmasked Estep 
Score: -20661708.000000 Penalty: 3948.010010
	Iteration 46Q: 3 clusters Score -2.066171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 188274 members 
Entering Unmasked Estep 
Score: -20661702.000000 Penalty: 3948.010010
	Iteration 47Q: 3 clusters Score -2.06617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 188278 members 
Entering Unmasked Estep 
Score: -20661718.000000 Penalty: 3948.010010
	Iteration 48Q: 3 clusters Score -2.066172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 188278 members 
Entering Unmasked Estep 
Score: -20661718.000000 Penalty: 3948.010010
	Iteration 49F: 3 clusters Score -2.066172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -495443.062500 Penalty: 1366.126465
	Iteration 0F: 2 clusters Score -495443.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -491751.812500 Penalty: 2732.252930
	Iteration 0F: 3 clusters Score -491751.8 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -492710.281250 Penalty: 2732.252930
	Iteration 1F: 3 clusters Score -492710.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -492893.093750 Penalty: 2732.252930
	Iteration 2F: 3 clusters Score -492893.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -493022.562500 Penalty: 2732.252930
	Iteration 3F: 3 clusters Score -493022.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -493138.718750 Penalty: 2732.252930
	Iteration 4Q: 3 clusters Score -493138.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -493249.250000 Penalty: 2732.252930
	Iteration 5Q: 3 clusters Score -493249.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -493333.437500 Penalty: 2732.252930
	Iteration 6Q: 3 clusters Score -493333.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -493416.156250 Penalty: 2732.252930
	Iteration 7Q: 3 clusters Score -493416.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -493505.218750 Penalty: 2732.252930
	Iteration 8Q: 3 clusters Score -493505.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -493608.093750 Penalty: 2732.252930
	Iteration 9Q: 3 clusters Score -493608.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -493698.156250 Penalty: 2732.252930
	Iteration 10Q: 3 clusters Score -493698.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -493792.156250 Penalty: 2732.252930
	Iteration 11Q: 3 clusters Score -493792.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -493864.000000 Penalty: 2732.252930
	Iteration 12Q: 3 clusters Score -493864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -493931.625000 Penalty: 2732.252930
	Iteration 13Q: 3 clusters Score -493931.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -494007.906250 Penalty: 2732.252930
	Iteration 14Q: 3 clusters Score -494007.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -494082.968750 Penalty: 2732.252930
	Iteration 15Q: 3 clusters Score -494083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -494138.593750 Penalty: 2732.252930
	Iteration 16Q: 3 clusters Score -494138.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -494177.937500 Penalty: 2732.252930
	Iteration 17Q: 3 clusters Score -494177.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -494222.843750 Penalty: 2732.252930
	Iteration 18Q: 3 clusters Score -494222.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -494266.125000 Penalty: 2732.252930
	Iteration 19Q: 3 clusters Score -494266.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -494298.625000 Penalty: 2732.252930
	Iteration 20F: 3 clusters Score -494298.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -494308.906250 Penalty: 2732.252930
	Iteration 21Q: 3 clusters Score -494308.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -494315.531250 Penalty: 2732.252930
	Iteration 22Q: 3 clusters Score -494315.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -494318.031250 Penalty: 2732.252930
	Iteration 23Q: 3 clusters Score -494318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -494321.281250 Penalty: 2732.252930
	Iteration 24Q: 3 clusters Score -494321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -494322.656250 Penalty: 2732.252930
	Iteration 25Q: 3 clusters Score -494322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -494323.281250 Penalty: 2732.252930
	Iteration 26Q: 3 clusters Score -494323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -494324.125000 Penalty: 2732.252930
	Iteration 27Q: 3 clusters Score -494324.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -494325.906250 Penalty: 2732.252930
	Iteration 28Q: 3 clusters Score -494325.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -494328.375000 Penalty: 2732.252930
	Iteration 29Q: 3 clusters Score -494328.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -494330.625000 Penalty: 2732.252930
	Iteration 30Q: 3 clusters Score -494330.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -494331.687500 Penalty: 2732.252930
	Iteration 31Q: 3 clusters Score -494331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -494332.218750 Penalty: 2732.252930
	Iteration 32Q: 3 clusters Score -494332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -494332.093750 Penalty: 2732.252930
	Iteration 33Q: 3 clusters Score -494332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -494332.093750 Penalty: 2732.252930
	Iteration 34F: 3 clusters Score -494332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Entering Unmasked Estep 
Score: -2443546.750000 Penalty: 1622.041016
	Iteration 0F: 2 clusters Score -2443547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2428827.250000 Penalty: 3244.082031
	Iteration 0F: 3 clusters Score -2428827 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2434080.250000 Penalty: 3244.082031
	Iteration 1F: 3 clusters Score -2434080 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2434346.500000 Penalty: 3244.082031
	Iteration 2Q: 3 clusters Score -2434346 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2434590.000000 Penalty: 3244.082031
	Iteration 3Q: 3 clusters Score -2434590 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2434868.000000 Penalty: 3244.082031
	Iteration 4Q: 3 clusters Score -2434868 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2435218.250000 Penalty: 3244.082031
	Iteration 5Q: 3 clusters Score -2435218 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2435665.500000 Penalty: 3244.082031
	Iteration 6Q: 3 clusters Score -2435666 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2436282.750000 Penalty: 3244.082031
	Iteration 7Q: 3 clusters Score -2436283 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2437112.250000 Penalty: 3244.082031
	Iteration 8F: 3 clusters Score -2437112 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2438094.500000 Penalty: 3244.082031
	Iteration 9F: 3 clusters Score -2438094 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2439185.750000 Penalty: 3244.082031
	Iteration 10F: 3 clusters Score -2439186 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2440199.250000 Penalty: 3244.082031
	Iteration 11F: 3 clusters Score -2440199 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2440974.000000 Penalty: 3244.082031
	Iteration 12Q: 3 clusters Score -2440974 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2441434.000000 Penalty: 3244.082031
	Iteration 13Q: 3 clusters Score -2441434 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2441714.000000 Penalty: 3244.082031
	Iteration 14Q: 3 clusters Score -2441714 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2441872.000000 Penalty: 3244.082031
	Iteration 15Q: 3 clusters Score -2441872 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2441964.750000 Penalty: 3244.082031
	Iteration 16Q: 3 clusters Score -2441965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2442027.750000 Penalty: 3244.082031
	Iteration 17Q: 3 clusters Score -2442028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2442062.000000 Penalty: 3244.082031
	Iteration 18Q: 3 clusters Score -2442062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2442086.250000 Penalty: 3244.082031
	Iteration 19Q: 3 clusters Score -2442086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2442095.250000 Penalty: 3244.082031
	Iteration 20F: 3 clusters Score -2442095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2442110.000000 Penalty: 3244.082031
	Iteration 21Q: 3 clusters Score -2442110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2442111.250000 Penalty: 3244.082031
	Iteration 22Q: 3 clusters Score -2442111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2442118.000000 Penalty: 3244.082031
	Iteration 23Q: 3 clusters Score -2442118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2442120.750000 Penalty: 3244.082031
	Iteration 24Q: 3 clusters Score -2442121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2442126.250000 Penalty: 3244.082031
	Iteration 25Q: 3 clusters Score -2442126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2442130.750000 Penalty: 3244.082031
	Iteration 26Q: 3 clusters Score -2442131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2442137.250000 Penalty: 3244.082031
	Iteration 27Q: 3 clusters Score -2442137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2442141.250000 Penalty: 3244.082031
	Iteration 28Q: 3 clusters Score -2442141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2442142.500000 Penalty: 3244.082031
	Iteration 29Q: 3 clusters Score -2442142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2442143.500000 Penalty: 3244.082031
	Iteration 30Q: 3 clusters Score -2442144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2442144.500000 Penalty: 3244.082031
	Iteration 31Q: 3 clusters Score -2442144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2442144.500000 Penalty: 3244.082031
	Iteration 32F: 3 clusters Score -2442144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -227606.578125 Penalty: 1246.671875
	Iteration 0F: 2 clusters Score -227606.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -225392.265625 Penalty: 2493.343750
	Iteration 0F: 3 clusters Score -225392.3 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -225847.031250 Penalty: 2493.343750
	Iteration 1F: 3 clusters Score -225847 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -225964.875000 Penalty: 2493.343750
	Iteration 2F: 3 clusters Score -225964.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -226031.609375 Penalty: 2493.343750
	Iteration 3Q: 3 clusters Score -226031.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -226062.281250 Penalty: 2493.343750
	Iteration 4Q: 3 clusters Score -226062.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -226091.531250 Penalty: 2493.343750
	Iteration 5Q: 3 clusters Score -226091.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -226112.640625 Penalty: 2493.343750
	Iteration 6Q: 3 clusters Score -226112.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -226133.953125 Penalty: 2493.343750
	Iteration 7Q: 3 clusters Score -226134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -226152.296875 Penalty: 2493.343750
	Iteration 8Q: 3 clusters Score -226152.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -226161.859375 Penalty: 2493.343750
	Iteration 9Q: 3 clusters Score -226161.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -226168.015625 Penalty: 2493.343750
	Iteration 10Q: 3 clusters Score -226168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -226174.484375 Penalty: 2493.343750
	Iteration 11Q: 3 clusters Score -226174.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -226184.000000 Penalty: 2493.343750
	Iteration 12Q: 3 clusters Score -226184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -226196.218750 Penalty: 2493.343750
	Iteration 13Q: 3 clusters Score -226196.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -226205.078125 Penalty: 2493.343750
	Iteration 14Q: 3 clusters Score -226205.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -226210.515625 Penalty: 2493.343750
	Iteration 15Q: 3 clusters Score -226210.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -226217.140625 Penalty: 2493.343750
	Iteration 16Q: 3 clusters Score -226217.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -226222.906250 Penalty: 2493.343750
	Iteration 17Q: 3 clusters Score -226222.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -226230.437500 Penalty: 2493.343750
	Iteration 18Q: 3 clusters Score -226230.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -226236.937500 Penalty: 2493.343750
	Iteration 19Q: 3 clusters Score -226236.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -226246.656250 Penalty: 2493.343750
	Iteration 20F: 3 clusters Score -226246.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -226255.265625 Penalty: 2493.343750
	Iteration 21Q: 3 clusters Score -226255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -226259.218750 Penalty: 2493.343750
	Iteration 22Q: 3 clusters Score -226259.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -226261.640625 Penalty: 2493.343750
	Iteration 23Q: 3 clusters Score -226261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -226263.343750 Penalty: 2493.343750
	Iteration 24Q: 3 clusters Score -226263.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -226265.937500 Penalty: 2493.343750
	Iteration 25Q: 3 clusters Score -226265.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -226270.953125 Penalty: 2493.343750
	Iteration 26Q: 3 clusters Score -226271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -226276.656250 Penalty: 2493.343750
	Iteration 27Q: 3 clusters Score -226276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -226279.468750 Penalty: 2493.343750
	Iteration 28Q: 3 clusters Score -226279.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -226282.531250 Penalty: 2493.343750
	Iteration 29Q: 3 clusters Score -226282.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -226286.078125 Penalty: 2493.343750
	Iteration 30Q: 3 clusters Score -226286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -226290.781250 Penalty: 2493.343750
	Iteration 31Q: 3 clusters Score -226290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -226292.859375 Penalty: 2493.343750
	Iteration 32Q: 3 clusters Score -226292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -226294.359375 Penalty: 2493.343750
	Iteration 33Q: 3 clusters Score -226294.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -226295.343750 Penalty: 2493.343750
	Iteration 34Q: 3 clusters Score -226295.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -226295.343750 Penalty: 2493.343750
	Iteration 35F: 3 clusters Score -226295.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -324776.000000 Penalty: 1308.653320
	Iteration 0F: 2 clusters Score -324776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -321969.125000 Penalty: 2617.306641
	Iteration 0F: 3 clusters Score -321969.1 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -322629.562500 Penalty: 2617.306641
	Iteration 1F: 3 clusters Score -322629.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -322762.250000 Penalty: 2617.306641
	Iteration 2F: 3 clusters Score -322762.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -322846.000000 Penalty: 2617.306641
	Iteration 3Q: 3 clusters Score -322846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -322906.125000 Penalty: 2617.306641
	Iteration 4Q: 3 clusters Score -322906.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -322957.937500 Penalty: 2617.306641
	Iteration 5Q: 3 clusters Score -322957.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -323000.125000 Penalty: 2617.306641
	Iteration 6Q: 3 clusters Score -323000.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -323035.187500 Penalty: 2617.306641
	Iteration 7Q: 3 clusters Score -323035.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -323071.531250 Penalty: 2617.306641
	Iteration 8Q: 3 clusters Score -323071.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -323105.468750 Penalty: 2617.306641
	Iteration 9Q: 3 clusters Score -323105.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -323139.593750 Penalty: 2617.306641
	Iteration 10Q: 3 clusters Score -323139.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -323167.531250 Penalty: 2617.306641
	Iteration 11Q: 3 clusters Score -323167.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -323198.750000 Penalty: 2617.306641
	Iteration 12Q: 3 clusters Score -323198.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -323230.062500 Penalty: 2617.306641
	Iteration 13Q: 3 clusters Score -323230.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -323264.843750 Penalty: 2617.306641
	Iteration 14Q: 3 clusters Score -323264.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -323304.343750 Penalty: 2617.306641
	Iteration 15Q: 3 clusters Score -323304.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -323344.125000 Penalty: 2617.306641
	Iteration 16Q: 3 clusters Score -323344.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -323368.375000 Penalty: 2617.306641
	Iteration 17Q: 3 clusters Score -323368.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -323393.281250 Penalty: 2617.306641
	Iteration 18Q: 3 clusters Score -323393.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -323424.750000 Penalty: 2617.306641
	Iteration 19Q: 3 clusters Score -323424.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -323451.750000 Penalty: 2617.306641
	Iteration 20F: 3 clusters Score -323451.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -323479.531250 Penalty: 2617.306641
	Iteration 21Q: 3 clusters Score -323479.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -323504.312500 Penalty: 2617.306641
	Iteration 22Q: 3 clusters Score -323504.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -323521.812500 Penalty: 2617.306641
	Iteration 23Q: 3 clusters Score -323521.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -323533.562500 Penalty: 2617.306641
	Iteration 24Q: 3 clusters Score -323533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -323544.156250 Penalty: 2617.306641
	Iteration 25Q: 3 clusters Score -323544.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -323555.468750 Penalty: 2617.306641
	Iteration 26Q: 3 clusters Score -323555.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -323566.062500 Penalty: 2617.306641
	Iteration 27Q: 3 clusters Score -323566.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -323575.812500 Penalty: 2617.306641
	Iteration 28Q: 3 clusters Score -323575.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -323581.000000 Penalty: 2617.306641
	Iteration 29Q: 3 clusters Score -323581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -323586.718750 Penalty: 2617.306641
	Iteration 30Q: 3 clusters Score -323586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -323592.843750 Penalty: 2617.306641
	Iteration 31Q: 3 clusters Score -323592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -323598.625000 Penalty: 2617.306641
	Iteration 32Q: 3 clusters Score -323598.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -323606.468750 Penalty: 2617.306641
	Iteration 33Q: 3 clusters Score -323606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -323608.437500 Penalty: 2617.306641
	Iteration 34Q: 3 clusters Score -323608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -323611.531250 Penalty: 2617.306641
	Iteration 35Q: 3 clusters Score -323611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -323613.343750 Penalty: 2617.306641
	Iteration 36Q: 3 clusters Score -323613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -323614.468750 Penalty: 2617.306641
	Iteration 37Q: 3 clusters Score -323614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -323614.656250 Penalty: 2617.306641
	Iteration 38Q: 3 clusters Score -323614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -323615.687500 Penalty: 2617.306641
	Iteration 39Q: 3 clusters Score -323615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -323619.031250 Penalty: 2617.306641
	Iteration 40F: 3 clusters Score -323619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -323620.343750 Penalty: 2617.306641
	Iteration 41Q: 3 clusters Score -323620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -323623.062500 Penalty: 2617.306641
	Iteration 42Q: 3 clusters Score -323623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -323625.000000 Penalty: 2617.306641
	Iteration 43Q: 3 clusters Score -323625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -323625.000000 Penalty: 2617.306641
	Iteration 44F: 3 clusters Score -323625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -90627.750000 Penalty: 1100.066772
	Iteration 0F: 2 clusters Score -90627.75 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 453 members 
Entering Unmasked Estep 
Score: -89274.312500 Penalty: 2200.133545
	Iteration 0F: 3 clusters Score -89274.31 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -89596.343750 Penalty: 2200.133545
	Iteration 1F: 3 clusters Score -89596.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -89732.390625 Penalty: 2200.133545
	Iteration 2F: 3 clusters Score -89732.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -89823.593750 Penalty: 2200.133545
	Iteration 3F: 3 clusters Score -89823.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -89930.023438 Penalty: 2200.133545
	Iteration 4Q: 3 clusters Score -89930.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90044.500000 Penalty: 2200.133545
	Iteration 5Q: 3 clusters Score -90044.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -90130.570312 Penalty: 2200.133545
	Iteration 6Q: 3 clusters Score -90130.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -90197.375000 Penalty: 2200.133545
	Iteration 7Q: 3 clusters Score -90197.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -90225.679688 Penalty: 2200.133545
	Iteration 8Q: 3 clusters Score -90225.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -90248.992188 Penalty: 2200.133545
	Iteration 9Q: 3 clusters Score -90248.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -90271.968750 Penalty: 2200.133545
	Iteration 10Q: 3 clusters Score -90271.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -90309.390625 Penalty: 2200.133545
	Iteration 11Q: 3 clusters Score -90309.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -90338.210938 Penalty: 2200.133545
	Iteration 12Q: 3 clusters Score -90338.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -90356.367188 Penalty: 2200.133545
	Iteration 13Q: 3 clusters Score -90356.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -90371.718750 Penalty: 2200.133545
	Iteration 14Q: 3 clusters Score -90371.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -90380.117188 Penalty: 2200.133545
	Iteration 15Q: 3 clusters Score -90380.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -90390.492188 Penalty: 2200.133545
	Iteration 16Q: 3 clusters Score -90390.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -90394.468750 Penalty: 2200.133545
	Iteration 17Q: 3 clusters Score -90394.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -90395.796875 Penalty: 2200.133545
	Iteration 18Q: 3 clusters Score -90395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -90395.796875 Penalty: 2200.133545
	Iteration 19F: 3 clusters Score -90395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Entering Unmasked Estep 
Score: -2778380.750000 Penalty: 1650.412476
	Iteration 0F: 2 clusters Score -2778381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2761038.500000 Penalty: 3300.824951
	Iteration 0F: 3 clusters Score -2761038 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2767490.250000 Penalty: 3300.824951
	Iteration 1F: 3 clusters Score -2767490 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2767886.000000 Penalty: 3300.824951
	Iteration 2Q: 3 clusters Score -2767886 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2768279.500000 Penalty: 3300.824951
	Iteration 3Q: 3 clusters Score -2768280 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2768677.750000 Penalty: 3300.824951
	Iteration 4Q: 3 clusters Score -2768678 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2769111.500000 Penalty: 3300.824951
	Iteration 5Q: 3 clusters Score -2769112 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2769519.250000 Penalty: 3300.824951
	Iteration 6Q: 3 clusters Score -2769519 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2769936.250000 Penalty: 3300.824951
	Iteration 7Q: 3 clusters Score -2769936 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2770347.250000 Penalty: 3300.824951
	Iteration 8Q: 3 clusters Score -2770347 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2770782.000000 Penalty: 3300.824951
	Iteration 9Q: 3 clusters Score -2770782 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2771217.500000 Penalty: 3300.824951
	Iteration 10Q: 3 clusters Score -2771218 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2771613.750000 Penalty: 3300.824951
	Iteration 11Q: 3 clusters Score -2771614 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2771928.750000 Penalty: 3300.824951
	Iteration 12Q: 3 clusters Score -2771929 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2772214.500000 Penalty: 3300.824951
	Iteration 13Q: 3 clusters Score -2772214 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2772472.250000 Penalty: 3300.824951
	Iteration 14Q: 3 clusters Score -2772472 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2772720.500000 Penalty: 3300.824951
	Iteration 15Q: 3 clusters Score -2772720 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2772937.250000 Penalty: 3300.824951
	Iteration 16Q: 3 clusters Score -2772937 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2773178.000000 Penalty: 3300.824951
	Iteration 17Q: 3 clusters Score -2773178 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2773465.750000 Penalty: 3300.824951
	Iteration 18Q: 3 clusters Score -2773466 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2773758.000000 Penalty: 3300.824951
	Iteration 19Q: 3 clusters Score -2773758 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2774076.750000 Penalty: 3300.824951
	Iteration 20F: 3 clusters Score -2774077 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2774402.250000 Penalty: 3300.824951
	Iteration 21Q: 3 clusters Score -2774402 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2774774.000000 Penalty: 3300.824951
	Iteration 22Q: 3 clusters Score -2774774 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2775148.500000 Penalty: 3300.824951
	Iteration 23Q: 3 clusters Score -2775148 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2775449.500000 Penalty: 3300.824951
	Iteration 24Q: 3 clusters Score -2775450 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2775718.500000 Penalty: 3300.824951
	Iteration 25Q: 3 clusters Score -2775718 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2775925.750000 Penalty: 3300.824951
	Iteration 26Q: 3 clusters Score -2775926 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2776138.250000 Penalty: 3300.824951
	Iteration 27Q: 3 clusters Score -2776138 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2776322.250000 Penalty: 3300.824951
	Iteration 28Q: 3 clusters Score -2776322 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2776461.750000 Penalty: 3300.824951
	Iteration 29Q: 3 clusters Score -2776462 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -2776558.000000 Penalty: 3300.824951
	Iteration 30Q: 3 clusters Score -2776558 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2776663.750000 Penalty: 3300.824951
	Iteration 31Q: 3 clusters Score -2776664 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2776738.000000 Penalty: 3300.824951
	Iteration 32Q: 3 clusters Score -2776738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2776793.250000 Penalty: 3300.824951
	Iteration 33Q: 3 clusters Score -2776793 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2776842.750000 Penalty: 3300.824951
	Iteration 34Q: 3 clusters Score -2776843 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2776879.500000 Penalty: 3300.824951
	Iteration 35Q: 3 clusters Score -2776880 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -2776899.500000 Penalty: 3300.824951
	Iteration 36Q: 3 clusters Score -2776900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2776929.500000 Penalty: 3300.824951
	Iteration 37Q: 3 clusters Score -2776930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -2776943.250000 Penalty: 3300.824951
	Iteration 38Q: 3 clusters Score -2776943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -2776960.250000 Penalty: 3300.824951
	Iteration 39Q: 3 clusters Score -2776960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -2776974.250000 Penalty: 3300.824951
	Iteration 40F: 3 clusters Score -2776974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2776985.500000 Penalty: 3300.824951
	Iteration 41Q: 3 clusters Score -2776986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -2776994.750000 Penalty: 3300.824951
	Iteration 42Q: 3 clusters Score -2776995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -2777005.500000 Penalty: 3300.824951
	Iteration 43Q: 3 clusters Score -2777006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2777017.000000 Penalty: 3300.824951
	Iteration 44Q: 3 clusters Score -2777017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2777027.500000 Penalty: 3300.824951
	Iteration 45Q: 3 clusters Score -2777028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -2777027.000000 Penalty: 3300.824951
	Iteration 46Q: 3 clusters Score -2777027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2777030.750000 Penalty: 3300.824951
	Iteration 47Q: 3 clusters Score -2777031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2777035.250000 Penalty: 3300.824951
	Iteration 48Q: 3 clusters Score -2777035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2777034.750000 Penalty: 3300.824951
	Iteration 49Q: 3 clusters Score -2777035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -2777034.750000 Penalty: 3300.824951
	Iteration 50Q: 3 clusters Score -2777035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2777036.000000 Penalty: 3300.824951
	Iteration 51Q: 3 clusters Score -2777036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -2777036.250000 Penalty: 3300.824951
	Iteration 52Q: 3 clusters Score -2777036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -2777037.500000 Penalty: 3300.824951
	Iteration 53Q: 3 clusters Score -2777038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -2777037.750000 Penalty: 3300.824951
	Iteration 54Q: 3 clusters Score -2777038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -2777037.750000 Penalty: 3300.824951
	Iteration 55F: 3 clusters Score -2777038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -220564.531250 Penalty: 1251.518555
	Iteration 0F: 2 clusters Score -220564.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -218367.437500 Penalty: 2503.037109
	Iteration 0F: 3 clusters Score -218367.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -218839.125000 Penalty: 2503.037109
	Iteration 1F: 3 clusters Score -218839.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -218936.000000 Penalty: 2503.037109
	Iteration 2F: 3 clusters Score -218936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -218978.625000 Penalty: 2503.037109
	Iteration 3Q: 3 clusters Score -218978.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -219003.031250 Penalty: 2503.037109
	Iteration 4Q: 3 clusters Score -219003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -219018.031250 Penalty: 2503.037109
	Iteration 5Q: 3 clusters Score -219018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -219024.500000 Penalty: 2503.037109
	Iteration 6Q: 3 clusters Score -219024.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -219034.625000 Penalty: 2503.037109
	Iteration 7Q: 3 clusters Score -219034.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -219042.812500 Penalty: 2503.037109
	Iteration 8Q: 3 clusters Score -219042.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -219054.859375 Penalty: 2503.037109
	Iteration 9Q: 3 clusters Score -219054.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -219067.515625 Penalty: 2503.037109
	Iteration 10Q: 3 clusters Score -219067.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -219081.093750 Penalty: 2503.037109
	Iteration 11Q: 3 clusters Score -219081.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -219095.593750 Penalty: 2503.037109
	Iteration 12Q: 3 clusters Score -219095.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -219117.078125 Penalty: 2503.037109
	Iteration 13Q: 3 clusters Score -219117.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -219149.312500 Penalty: 2503.037109
	Iteration 14Q: 3 clusters Score -219149.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -219175.468750 Penalty: 2503.037109
	Iteration 15Q: 3 clusters Score -219175.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -219208.781250 Penalty: 2503.037109
	Iteration 16Q: 3 clusters Score -219208.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -219251.281250 Penalty: 2503.037109
	Iteration 17Q: 3 clusters Score -219251.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -219282.046875 Penalty: 2503.037109
	Iteration 18Q: 3 clusters Score -219282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219303.703125 Penalty: 2503.037109
	Iteration 19Q: 3 clusters Score -219303.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -219330.937500 Penalty: 2503.037109
	Iteration 20F: 3 clusters Score -219330.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -219356.406250 Penalty: 2503.037109
	Iteration 21Q: 3 clusters Score -219356.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -219378.796875 Penalty: 2503.037109
	Iteration 22Q: 3 clusters Score -219378.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -219400.421875 Penalty: 2503.037109
	Iteration 23Q: 3 clusters Score -219400.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -219413.015625 Penalty: 2503.037109
	Iteration 24Q: 3 clusters Score -219413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -219429.078125 Penalty: 2503.037109
	Iteration 25Q: 3 clusters Score -219429.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -219439.203125 Penalty: 2503.037109
	Iteration 26Q: 3 clusters Score -219439.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -219446.546875 Penalty: 2503.037109
	Iteration 27Q: 3 clusters Score -219446.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -219455.093750 Penalty: 2503.037109
	Iteration 28Q: 3 clusters Score -219455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -219459.968750 Penalty: 2503.037109
	Iteration 29Q: 3 clusters Score -219460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -219462.921875 Penalty: 2503.037109
	Iteration 30Q: 3 clusters Score -219462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -219466.218750 Penalty: 2503.037109
	Iteration 31Q: 3 clusters Score -219466.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -219473.875000 Penalty: 2503.037109
	Iteration 32Q: 3 clusters Score -219473.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -219478.296875 Penalty: 2503.037109
	Iteration 33Q: 3 clusters Score -219478.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -219483.875000 Penalty: 2503.037109
	Iteration 34Q: 3 clusters Score -219483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -219492.078125 Penalty: 2503.037109
	Iteration 35Q: 3 clusters Score -219492.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -219496.500000 Penalty: 2503.037109
	Iteration 36Q: 3 clusters Score -219496.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -219503.843750 Penalty: 2503.037109
	Iteration 37Q: 3 clusters Score -219503.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -219512.218750 Penalty: 2503.037109
	Iteration 38Q: 3 clusters Score -219512.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -219518.437500 Penalty: 2503.037109
	Iteration 39Q: 3 clusters Score -219518.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -219527.859375 Penalty: 2503.037109
	Iteration 40F: 3 clusters Score -219527.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -219538.125000 Penalty: 2503.037109
	Iteration 41Q: 3 clusters Score -219538.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -219546.765625 Penalty: 2503.037109
	Iteration 42Q: 3 clusters Score -219546.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -219554.609375 Penalty: 2503.037109
	Iteration 43Q: 3 clusters Score -219554.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -219563.531250 Penalty: 2503.037109
	Iteration 44Q: 3 clusters Score -219563.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -219570.437500 Penalty: 2503.037109
	Iteration 45Q: 3 clusters Score -219570.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -219576.562500 Penalty: 2503.037109
	Iteration 46Q: 3 clusters Score -219576.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219582.000000 Penalty: 2503.037109
	Iteration 47Q: 3 clusters Score -219582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219589.609375 Penalty: 2503.037109
	Iteration 48Q: 3 clusters Score -219589.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -219595.437500 Penalty: 2503.037109
	Iteration 49Q: 3 clusters Score -219595.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -219599.390625 Penalty: 2503.037109
	Iteration 50Q: 3 clusters Score -219599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -219602.718750 Penalty: 2503.037109
	Iteration 51Q: 3 clusters Score -219602.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -219604.296875 Penalty: 2503.037109
	Iteration 52Q: 3 clusters Score -219604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -219605.234375 Penalty: 2503.037109
	Iteration 53Q: 3 clusters Score -219605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -219607.234375 Penalty: 2503.037109
	Iteration 54Q: 3 clusters Score -219607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -219607.453125 Penalty: 2503.037109
	Iteration 55Q: 3 clusters Score -219607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -219607.593750 Penalty: 2503.037109
	Iteration 56Q: 3 clusters Score -219607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -219607.593750 Penalty: 2503.037109
	Iteration 57F: 3 clusters Score -219607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -401489.062500 Penalty: 1331.247803
	Iteration 0F: 2 clusters Score -401489.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -398371.125000 Penalty: 2662.495605
	Iteration 0F: 3 clusters Score -398371.1 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -399071.625000 Penalty: 2662.495605
	Iteration 1F: 3 clusters Score -399071.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -399182.625000 Penalty: 2662.495605
	Iteration 2F: 3 clusters Score -399182.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -399259.906250 Penalty: 2662.495605
	Iteration 3Q: 3 clusters Score -399259.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -399319.843750 Penalty: 2662.495605
	Iteration 4Q: 3 clusters Score -399319.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -399370.968750 Penalty: 2662.495605
	Iteration 5Q: 3 clusters Score -399371 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -399410.781250 Penalty: 2662.495605
	Iteration 6Q: 3 clusters Score -399410.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -399446.062500 Penalty: 2662.495605
	Iteration 7Q: 3 clusters Score -399446.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -399485.562500 Penalty: 2662.495605
	Iteration 8Q: 3 clusters Score -399485.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -399525.468750 Penalty: 2662.495605
	Iteration 9Q: 3 clusters Score -399525.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -399567.937500 Penalty: 2662.495605
	Iteration 10Q: 3 clusters Score -399567.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -399599.750000 Penalty: 2662.495605
	Iteration 11Q: 3 clusters Score -399599.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -399631.093750 Penalty: 2662.495605
	Iteration 12Q: 3 clusters Score -399631.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -399664.562500 Penalty: 2662.495605
	Iteration 13Q: 3 clusters Score -399664.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -399686.593750 Penalty: 2662.495605
	Iteration 14Q: 3 clusters Score -399686.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -399711.375000 Penalty: 2662.495605
	Iteration 15Q: 3 clusters Score -399711.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -399740.906250 Penalty: 2662.495605
	Iteration 16Q: 3 clusters Score -399740.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -399783.843750 Penalty: 2662.495605
	Iteration 17Q: 3 clusters Score -399783.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -399832.000000 Penalty: 2662.495605
	Iteration 18Q: 3 clusters Score -399832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -399873.406250 Penalty: 2662.495605
	Iteration 19Q: 3 clusters Score -399873.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -399912.375000 Penalty: 2662.495605
	Iteration 20F: 3 clusters Score -399912.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -399946.468750 Penalty: 2662.495605
	Iteration 21Q: 3 clusters Score -399946.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -399978.625000 Penalty: 2662.495605
	Iteration 22Q: 3 clusters Score -399978.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -400007.906250 Penalty: 2662.495605
	Iteration 23Q: 3 clusters Score -400007.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -400050.406250 Penalty: 2662.495605
	Iteration 24Q: 3 clusters Score -400050.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -400090.625000 Penalty: 2662.495605
	Iteration 25Q: 3 clusters Score -400090.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -400128.125000 Penalty: 2662.495605
	Iteration 26Q: 3 clusters Score -400128.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -400166.718750 Penalty: 2662.495605
	Iteration 27Q: 3 clusters Score -400166.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -400192.281250 Penalty: 2662.495605
	Iteration 28Q: 3 clusters Score -400192.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -400210.031250 Penalty: 2662.495605
	Iteration 29Q: 3 clusters Score -400210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -400219.875000 Penalty: 2662.495605
	Iteration 30Q: 3 clusters Score -400219.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -400230.125000 Penalty: 2662.495605
	Iteration 31Q: 3 clusters Score -400230.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -400245.437500 Penalty: 2662.495605
	Iteration 32Q: 3 clusters Score -400245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -400251.593750 Penalty: 2662.495605
	Iteration 33Q: 3 clusters Score -400251.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -400257.312500 Penalty: 2662.495605
	Iteration 34Q: 3 clusters Score -400257.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -400263.000000 Penalty: 2662.495605
	Iteration 35Q: 3 clusters Score -400263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -400276.781250 Penalty: 2662.495605
	Iteration 36Q: 3 clusters Score -400276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -400287.750000 Penalty: 2662.495605
	Iteration 37Q: 3 clusters Score -400287.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -400295.343750 Penalty: 2662.495605
	Iteration 38Q: 3 clusters Score -400295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -400302.750000 Penalty: 2662.495605
	Iteration 39Q: 3 clusters Score -400302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -400309.281250 Penalty: 2662.495605
	Iteration 40F: 3 clusters Score -400309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -400310.875000 Penalty: 2662.495605
	Iteration 41Q: 3 clusters Score -400310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -400312.187500 Penalty: 2662.495605
	Iteration 42Q: 3 clusters Score -400312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -400312.500000 Penalty: 2662.495605
	Iteration 43Q: 3 clusters Score -400312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -400312.500000 Penalty: 2662.495605
	Iteration 44F: 3 clusters Score -400312.5 nChanged 0
--- Evaluating fit on full set of 1157882 points ---
Entering Unmasked Estep 
Score: -124873704.000000 Penalty: 45376.835938
24->21 Clusters: Score -124873704.000000, best is -125195632.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 385960 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 16233 members 
Mstep: Class 3 contains 16184 members 
Mstep: Class 4 contains 15804 members 
Mstep: Class 5 contains 16095 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 16025 members 
Mstep: Class 9 contains 15964 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 15937 members 
Mstep: Class 12 contains 16020 members 
Mstep: Class 13 contains 16105 members 
Mstep: Class 14 contains 16251 members 
Mstep: Class 15 contains 16159 members 
Mstep: Class 16 contains 16036 members 
Mstep: Class 17 contains 16073 members 
Mstep: Class 18 contains 16020 members 
Mstep: Class 19 contains 16125 members 
Mstep: Class 20 contains 16029 members 
Mstep: Class 21 contains 15954 members 
Mstep: Class 22 contains 16139 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 15941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 331.377686 but Gain 2090.320312
Score: -40207592.000000 Penalty: 48077.289062
Iteration 0F: 24 clusters Score -4.020759e+07 nChanged 367904
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 14813 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 11108 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 34428 members 
Mstep: Class 9 contains 16993 members 
Mstep: Class 10 contains 19817 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 13 contains 28499 members 
Mstep: Class 14 contains 11577 members 
Mstep: Class 15 contains 28690 members 
Mstep: Class 16 contains 31283 members 
Mstep: Class 17 contains 14919 members 
Mstep: Class 18 contains 14809 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 20 contains 19156 members 
Mstep: Class 21 contains 44126 members 
Mstep: Class 22 contains 9045 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41179308.000000 Penalty: 48077.289062
Iteration 1F: 24 clusters Score -4.117931e+07 nChanged 140836
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 10679 members 
Mstep: Class 4 contains 6024 members 
Mstep: Class 5 contains 3198 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 8311 members 
Mstep: Class 8 contains 29532 members 
Mstep: Class 9 contains 15934 members 
Mstep: Class 10 contains 23566 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 13 contains 23730 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 27392 members 
Mstep: Class 16 contains 35630 members 
Mstep: Class 17 contains 14602 members 
Mstep: Class 18 contains 13269 members 
Mstep: Class 19 contains 3807 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 57410 members 
Mstep: Class 22 contains 6916 members 
Mstep: Class 23 contains 7616 members 
Mstep: Class 24 contains 2986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41352468.000000 Penalty: 48077.289062
Iteration 2F: 24 clusters Score -4.135247e+07 nChanged 87085
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 3651 members 
Mstep: Class 3 contains 9668 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 6898 members 
Mstep: Class 7 contains 7675 members 
Mstep: Class 8 contains 26836 members 
Mstep: Class 9 contains 13551 members 
Mstep: Class 10 contains 22636 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 13 contains 21191 members 
Mstep: Class 14 contains 6933 members 
Mstep: Class 15 contains 25771 members 
Mstep: Class 16 contains 34824 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 14633 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 15630 members 
Mstep: Class 21 contains 65513 members 
Mstep: Class 22 contains 7022 members 
Mstep: Class 23 contains 10156 members 
Mstep: Class 24 contains 3128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1854.589111 but Gain 2090.316406
Score: -41425376.000000 Penalty: 45986.972656
Iteration 3F: 23 clusters Score -4.142538e+07 nChanged 63322
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 9566 members 
Mstep: Class 4 contains 4374 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 7 contains 7399 members 
Mstep: Class 8 contains 26083 members 
Mstep: Class 9 contains 11686 members 
Mstep: Class 10 contains 19535 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 13 contains 21220 members 
Mstep: Class 14 contains 6765 members 
Mstep: Class 15 contains 24445 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 9487 members 
Mstep: Class 18 contains 16044 members 
Mstep: Class 19 contains 4821 members 
Mstep: Class 20 contains 14107 members 
Mstep: Class 21 contains 70381 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 12000 members 
Mstep: Class 24 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41472184.000000 Penalty: 45986.972656
Iteration 4F: 23 clusters Score -4.147218e+07 nChanged 49233
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 9374 members 
Mstep: Class 4 contains 4086 members 
Mstep: Class 6 contains 6233 members 
Mstep: Class 7 contains 7138 members 
Mstep: Class 8 contains 25966 members 
Mstep: Class 9 contains 10151 members 
Mstep: Class 10 contains 15690 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 13 contains 22326 members 
Mstep: Class 14 contains 6502 members 
Mstep: Class 15 contains 23355 members 
Mstep: Class 16 contains 28784 members 
Mstep: Class 17 contains 6888 members 
Mstep: Class 18 contains 16834 members 
Mstep: Class 19 contains 5351 members 
Mstep: Class 20 contains 12652 members 
Mstep: Class 21 contains 72924 members 
Mstep: Class 22 contains 7527 members 
Mstep: Class 23 contains 13026 members 
Mstep: Class 24 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41505624.000000 Penalty: 45986.972656
Iteration 5F: 23 clusters Score -4.150562e+07 nChanged 41870
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 9234 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 6 contains 5907 members 
Mstep: Class 7 contains 6946 members 
Mstep: Class 8 contains 26293 members 
Mstep: Class 9 contains 8899 members 
Mstep: Class 10 contains 11872 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 13 contains 23704 members 
Mstep: Class 14 contains 6259 members 
Mstep: Class 15 contains 22687 members 
Mstep: Class 16 contains 24992 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 17145 members 
Mstep: Class 19 contains 5727 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 73578 members 
Mstep: Class 22 contains 7693 members 
Mstep: Class 23 contains 13773 members 
Mstep: Class 24 contains 3125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41532708.000000 Penalty: 45986.972656
Iteration 6F: 23 clusters Score -4.153271e+07 nChanged 36540
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 9204 members 
Mstep: Class 4 contains 3766 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 6796 members 
Mstep: Class 8 contains 26992 members 
Mstep: Class 9 contains 7940 members 
Mstep: Class 10 contains 8613 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 13 contains 24977 members 
Mstep: Class 14 contains 6045 members 
Mstep: Class 15 contains 22331 members 
Mstep: Class 16 contains 21400 members 
Mstep: Class 17 contains 3177 members 
Mstep: Class 18 contains 17084 members 
Mstep: Class 19 contains 5969 members 
Mstep: Class 20 contains 10495 members 
Mstep: Class 21 contains 72961 members 
Mstep: Class 22 contains 7728 members 
Mstep: Class 23 contains 14357 members 
Mstep: Class 24 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41554076.000000 Penalty: 45986.972656
Iteration 7F: 23 clusters Score -4.155408e+07 nChanged 31395
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 112218 members 
Mstep: Class 2 contains 2017 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 6 contains 4891 members 
Mstep: Class 7 contains 6652 members 
Mstep: Class 8 contains 27858 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 6262 members 
Mstep: Class 11 contains 1807 members 
Mstep: Class 13 contains 26016 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 22058 members 
Mstep: Class 16 contains 18376 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 16829 members 
Mstep: Class 19 contains 6070 members 
Mstep: Class 20 contains 9861 members 
Mstep: Class 21 contains 71450 members 
Mstep: Class 22 contains 7637 members 
Mstep: Class 23 contains 14848 members 
Mstep: Class 24 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1558.162720 but Gain 2090.316406
Score: -41571364.000000 Penalty: 43896.656250
Iteration 8F: 22 clusters Score -4.157136e+07 nChanged 28265
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 119534 members 
Mstep: Class 2 contains 1875 members 
Mstep: Class 3 contains 9389 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 6 contains 4295 members 
Mstep: Class 7 contains 6595 members 
Mstep: Class 8 contains 28707 members 
Mstep: Class 9 contains 7101 members 
Mstep: Class 10 contains 4678 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 13 contains 27103 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 21886 members 
Mstep: Class 16 contains 15988 members 
Mstep: Class 18 contains 16521 members 
Mstep: Class 19 contains 6225 members 
Mstep: Class 20 contains 9564 members 
Mstep: Class 21 contains 70057 members 
Mstep: Class 22 contains 7526 members 
Mstep: Class 23 contains 15221 members 
Mstep: Class 24 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41585680.000000 Penalty: 43896.656250
Iteration 9F: 22 clusters Score -4.158568e+07 nChanged 22217
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 124662 members 
Mstep: Class 2 contains 1735 members 
Mstep: Class 3 contains 9483 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 7 contains 6621 members 
Mstep: Class 8 contains 29282 members 
Mstep: Class 9 contains 7099 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 13 contains 27721 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 21634 members 
Mstep: Class 16 contains 14169 members 
Mstep: Class 18 contains 16148 members 
Mstep: Class 19 contains 6319 members 
Mstep: Class 20 contains 9424 members 
Mstep: Class 21 contains 68200 members 
Mstep: Class 22 contains 7389 members 
Mstep: Class 23 contains 15526 members 
Mstep: Class 24 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41594768.000000 Penalty: 43896.656250
Iteration 10F: 22 clusters Score -4.159477e+07 nChanged 18648
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 128859 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 9628 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 6698 members 
Mstep: Class 8 contains 29670 members 
Mstep: Class 9 contains 7290 members 
Mstep: Class 10 contains 2954 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 13 contains 28288 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 21330 members 
Mstep: Class 16 contains 12788 members 
Mstep: Class 18 contains 15811 members 
Mstep: Class 19 contains 6371 members 
Mstep: Class 20 contains 9490 members 
Mstep: Class 21 contains 66303 members 
Mstep: Class 22 contains 7279 members 
Mstep: Class 23 contains 15727 members 
Mstep: Class 24 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1997.516602 but Gain 2090.316406
Score: -41602476.000000 Penalty: 41806.339844
Iteration 11Q: 21 clusters Score -4.160248e+07 nChanged 17603
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 132361 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 6870 members 
Mstep: Class 8 contains 30366 members 
Mstep: Class 9 contains 7646 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 1360 members 
Mstep: Class 13 contains 28847 members 
Mstep: Class 14 contains 5041 members 
Mstep: Class 15 contains 20949 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 18 contains 15564 members 
Mstep: Class 19 contains 6428 members 
Mstep: Class 20 contains 10172 members 
Mstep: Class 21 contains 64624 members 
Mstep: Class 22 contains 7194 members 
Mstep: Class 23 contains 15930 members 
Mstep: Class 24 contains 2368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1906.703125 but Gain 2090.316406
Score: -41610716.000000 Penalty: 39716.023438
Iteration 12Q: 20 clusters Score -4.161072e+07 nChanged 15714
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 134969 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 7626 members 
Mstep: Class 8 contains 31017 members 
Mstep: Class 9 contains 8096 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 13 contains 29309 members 
Mstep: Class 14 contains 4883 members 
Mstep: Class 15 contains 20401 members 
Mstep: Class 16 contains 10965 members 
Mstep: Class 18 contains 15200 members 
Mstep: Class 19 contains 6509 members 
Mstep: Class 20 contains 10528 members 
Mstep: Class 21 contains 62900 members 
Mstep: Class 22 contains 7184 members 
Mstep: Class 23 contains 16315 members 
Mstep: Class 24 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41617428.000000 Penalty: 39716.023438
Iteration 13Q: 20 clusters Score -4.161743e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 136928 members 
Mstep: Class 3 contains 9965 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 7884 members 
Mstep: Class 8 contains 31536 members 
Mstep: Class 9 contains 8585 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 13 contains 29789 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 10297 members 
Mstep: Class 18 contains 14859 members 
Mstep: Class 19 contains 6499 members 
Mstep: Class 20 contains 10853 members 
Mstep: Class 21 contains 61242 members 
Mstep: Class 22 contains 7136 members 
Mstep: Class 23 contains 16450 members 
Mstep: Class 24 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1986.495728 but Gain 2090.316406
Score: -41622164.000000 Penalty: 37625.707031
Iteration 14Q: 19 clusters Score -4.162216e+07 nChanged 13438
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 138793 members 
Mstep: Class 3 contains 10133 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 7 contains 8158 members 
Mstep: Class 8 contains 32797 members 
Mstep: Class 9 contains 9007 members 
Mstep: Class 10 contains 1812 members 
Mstep: Class 13 contains 30446 members 
Mstep: Class 14 contains 4348 members 
Mstep: Class 15 contains 19240 members 
Mstep: Class 16 contains 10000 members 
Mstep: Class 18 contains 14600 members 
Mstep: Class 19 contains 6480 members 
Mstep: Class 20 contains 11173 members 
Mstep: Class 21 contains 59545 members 
Mstep: Class 22 contains 7363 members 
Mstep: Class 23 contains 16582 members 
Mstep: Class 24 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41628632.000000 Penalty: 37625.707031
Iteration 15Q: 19 clusters Score -4.162863e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 139971 members 
Mstep: Class 3 contains 10176 members 
Mstep: Class 4 contains 3641 members 
Mstep: Class 7 contains 8427 members 
Mstep: Class 8 contains 33720 members 
Mstep: Class 9 contains 9388 members 
Mstep: Class 10 contains 1706 members 
Mstep: Class 13 contains 30910 members 
Mstep: Class 14 contains 4026 members 
Mstep: Class 15 contains 18570 members 
Mstep: Class 16 contains 9527 members 
Mstep: Class 18 contains 14298 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 11532 members 
Mstep: Class 21 contains 57877 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 16663 members 
Mstep: Class 24 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41632128.000000 Penalty: 37625.707031
Iteration 16Q: 19 clusters Score -4.163213e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 140921 members 
Mstep: Class 3 contains 10215 members 
Mstep: Class 4 contains 3747 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 34828 members 
Mstep: Class 9 contains 9728 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 13 contains 31272 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 17909 members 
Mstep: Class 16 contains 9082 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 6513 members 
Mstep: Class 20 contains 11874 members 
Mstep: Class 21 contains 56279 members 
Mstep: Class 22 contains 7198 members 
Mstep: Class 23 contains 16755 members 
Mstep: Class 24 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41635280.000000 Penalty: 37625.707031
Iteration 17Q: 19 clusters Score -4.163528e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 141661 members 
Mstep: Class 3 contains 10259 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 36065 members 
Mstep: Class 9 contains 9996 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 13 contains 31603 members 
Mstep: Class 14 contains 3375 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 8628 members 
Mstep: Class 18 contains 13775 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 12265 members 
Mstep: Class 21 contains 54766 members 
Mstep: Class 22 contains 7128 members 
Mstep: Class 23 contains 16842 members 
Mstep: Class 24 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2078.013672 but Gain 2090.316406
Score: -41637740.000000 Penalty: 35535.390625
Iteration 18Q: 18 clusters Score -4.163774e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 142566 members 
Mstep: Class 3 contains 10319 members 
Mstep: Class 4 contains 3967 members 
Mstep: Class 7 contains 9004 members 
Mstep: Class 8 contains 37533 members 
Mstep: Class 9 contains 10178 members 
Mstep: Class 13 contains 32024 members 
Mstep: Class 14 contains 3068 members 
Mstep: Class 15 contains 16684 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 18 contains 13623 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 53981 members 
Mstep: Class 22 contains 7089 members 
Mstep: Class 23 contains 16921 members 
Mstep: Class 24 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41640996.000000 Penalty: 35535.390625
Iteration 19Q: 18 clusters Score -4.1641e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 142902 members 
Mstep: Class 3 contains 10383 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 7 contains 9156 members 
Mstep: Class 8 contains 38684 members 
Mstep: Class 9 contains 10305 members 
Mstep: Class 13 contains 32306 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 7816 members 
Mstep: Class 18 contains 13485 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 13171 members 
Mstep: Class 21 contains 52656 members 
Mstep: Class 22 contains 7009 members 
Mstep: Class 23 contains 17021 members 
Mstep: Class 24 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41642972.000000 Penalty: 35535.390625
Iteration 20F: 18 clusters Score -4.164297e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143135 members 
Mstep: Class 3 contains 10434 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 7 contains 9451 members 
Mstep: Class 8 contains 39780 members 
Mstep: Class 9 contains 10490 members 
Mstep: Class 13 contains 32514 members 
Mstep: Class 14 contains 2552 members 
Mstep: Class 15 contains 15675 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 18 contains 13397 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 13607 members 
Mstep: Class 21 contains 51279 members 
Mstep: Class 22 contains 6942 members 
Mstep: Class 23 contains 17135 members 
Mstep: Class 24 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41644868.000000 Penalty: 35535.390625
Iteration 21Q: 18 clusters Score -4.164487e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 3 contains 10459 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 40831 members 
Mstep: Class 9 contains 10610 members 
Mstep: Class 13 contains 32821 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 15254 members 
Mstep: Class 16 contains 7077 members 
Mstep: Class 18 contains 13346 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 14062 members 
Mstep: Class 21 contains 50011 members 
Mstep: Class 22 contains 6862 members 
Mstep: Class 23 contains 17254 members 
Mstep: Class 24 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41646236.000000 Penalty: 35535.390625
Iteration 22Q: 18 clusters Score -4.164624e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143498 members 
Mstep: Class 3 contains 10515 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 7 contains 9798 members 
Mstep: Class 8 contains 41802 members 
Mstep: Class 9 contains 10712 members 
Mstep: Class 13 contains 33134 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 15 contains 14874 members 
Mstep: Class 16 contains 6725 members 
Mstep: Class 18 contains 13281 members 
Mstep: Class 19 contains 6391 members 
Mstep: Class 20 contains 14475 members 
Mstep: Class 21 contains 48734 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 17428 members 
Mstep: Class 24 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41647608.000000 Penalty: 35535.390625
Iteration 23Q: 18 clusters Score -4.164761e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 143604 members 
Mstep: Class 3 contains 10546 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 7 contains 9830 members 
Mstep: Class 8 contains 42802 members 
Mstep: Class 9 contains 10786 members 
Mstep: Class 13 contains 33418 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 14520 members 
Mstep: Class 16 contains 6406 members 
Mstep: Class 18 contains 13213 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 14886 members 
Mstep: Class 21 contains 47504 members 
Mstep: Class 22 contains 6733 members 
Mstep: Class 23 contains 17603 members 
Mstep: Class 24 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41649052.000000 Penalty: 35535.390625
Iteration 24Q: 18 clusters Score -4.164905e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 143628 members 
Mstep: Class 3 contains 10571 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 7 contains 9854 members 
Mstep: Class 8 contains 43726 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 13 contains 33714 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 14222 members 
Mstep: Class 16 contains 6124 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 6256 members 
Mstep: Class 20 contains 15278 members 
Mstep: Class 21 contains 46374 members 
Mstep: Class 22 contains 6702 members 
Mstep: Class 23 contains 17789 members 
Mstep: Class 24 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41649952.000000 Penalty: 35535.390625
Iteration 25Q: 18 clusters Score -4.164995e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 143632 members 
Mstep: Class 3 contains 10605 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 7 contains 9859 members 
Mstep: Class 8 contains 44552 members 
Mstep: Class 9 contains 10855 members 
Mstep: Class 13 contains 33976 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 13963 members 
Mstep: Class 16 contains 5877 members 
Mstep: Class 18 contains 13049 members 
Mstep: Class 19 contains 6190 members 
Mstep: Class 20 contains 15654 members 
Mstep: Class 21 contains 45259 members 
Mstep: Class 22 contains 6655 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41650768.000000 Penalty: 35535.390625
Iteration 26Q: 18 clusters Score -4.165077e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 3 contains 10639 members 
Mstep: Class 4 contains 5379 members 
Mstep: Class 7 contains 9831 members 
Mstep: Class 8 contains 45312 members 
Mstep: Class 9 contains 10876 members 
Mstep: Class 13 contains 34217 members 
Mstep: Class 14 contains 1702 members 
Mstep: Class 15 contains 13731 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 16009 members 
Mstep: Class 21 contains 44286 members 
Mstep: Class 22 contains 6608 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41651468.000000 Penalty: 35535.390625
Iteration 27Q: 18 clusters Score -4.165147e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 3 contains 10674 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 7 contains 9751 members 
Mstep: Class 8 contains 46073 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 13 contains 34428 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 13529 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 18 contains 12819 members 
Mstep: Class 19 contains 6028 members 
Mstep: Class 20 contains 16360 members 
Mstep: Class 21 contains 43389 members 
Mstep: Class 22 contains 6564 members 
Mstep: Class 23 contains 18416 members 
Mstep: Class 24 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41652132.000000 Penalty: 35535.390625
Iteration 28Q: 18 clusters Score -4.165213e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 3 contains 10725 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 7 contains 9695 members 
Mstep: Class 8 contains 46780 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 13 contains 34593 members 
Mstep: Class 14 contains 1572 members 
Mstep: Class 15 contains 13371 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 18 contains 12674 members 
Mstep: Class 19 contains 5901 members 
Mstep: Class 20 contains 16678 members 
Mstep: Class 21 contains 42495 members 
Mstep: Class 22 contains 6535 members 
Mstep: Class 23 contains 18630 members 
Mstep: Class 24 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41652916.000000 Penalty: 35535.390625
Iteration 29Q: 18 clusters Score -4.165292e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 143766 members 
Mstep: Class 3 contains 10776 members 
Mstep: Class 4 contains 5996 members 
Mstep: Class 7 contains 9651 members 
Mstep: Class 8 contains 47508 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 13 contains 34765 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 18 contains 12513 members 
Mstep: Class 19 contains 5792 members 
Mstep: Class 20 contains 16962 members 
Mstep: Class 21 contains 41565 members 
Mstep: Class 22 contains 6482 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41653408.000000 Penalty: 35535.390625
Iteration 30Q: 18 clusters Score -4.165341e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 143897 members 
Mstep: Class 3 contains 10822 members 
Mstep: Class 4 contains 6162 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 48231 members 
Mstep: Class 9 contains 10630 members 
Mstep: Class 13 contains 34913 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 13064 members 
Mstep: Class 16 contains 4943 members 
Mstep: Class 18 contains 12367 members 
Mstep: Class 19 contains 5678 members 
Mstep: Class 20 contains 17242 members 
Mstep: Class 21 contains 40662 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 18992 members 
Mstep: Class 24 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2056.693359 but Gain 2090.320312
Score: -41653876.000000 Penalty: 33445.070312
Iteration 31Q: 17 clusters Score -4.165388e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 3 contains 10867 members 
Mstep: Class 4 contains 6321 members 
Mstep: Class 7 contains 9798 members 
Mstep: Class 8 contains 49320 members 
Mstep: Class 9 contains 10568 members 
Mstep: Class 13 contains 35085 members 
Mstep: Class 15 contains 12916 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 18 contains 12349 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 17516 members 
Mstep: Class 21 contains 39814 members 
Mstep: Class 22 contains 6594 members 
Mstep: Class 23 contains 19407 members 
Mstep: Class 24 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41656192.000000 Penalty: 33445.070312
Iteration 32Q: 17 clusters Score -4.165619e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 144022 members 
Mstep: Class 3 contains 10889 members 
Mstep: Class 4 contains 6437 members 
Mstep: Class 7 contains 9750 members 
Mstep: Class 8 contains 50026 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 13 contains 35213 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 18 contains 12253 members 
Mstep: Class 19 contains 5520 members 
Mstep: Class 20 contains 17797 members 
Mstep: Class 21 contains 39030 members 
Mstep: Class 22 contains 6564 members 
Mstep: Class 23 contains 19616 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41656592.000000 Penalty: 33445.070312
Iteration 33Q: 17 clusters Score -4.165659e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 144033 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 7 contains 9726 members 
Mstep: Class 8 contains 50722 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 13 contains 35295 members 
Mstep: Class 15 contains 12706 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 18 contains 12160 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 18052 members 
Mstep: Class 21 contains 38246 members 
Mstep: Class 22 contains 6542 members 
Mstep: Class 23 contains 19844 members 
Mstep: Class 24 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41656912.000000 Penalty: 33445.070312
Iteration 34Q: 17 clusters Score -4.165691e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 144099 members 
Mstep: Class 3 contains 10846 members 
Mstep: Class 4 contains 6615 members 
Mstep: Class 7 contains 9697 members 
Mstep: Class 8 contains 51420 members 
Mstep: Class 9 contains 10344 members 
Mstep: Class 13 contains 35356 members 
Mstep: Class 15 contains 12590 members 
Mstep: Class 16 contains 4433 members 
Mstep: Class 18 contains 12110 members 
Mstep: Class 19 contains 5223 members 
Mstep: Class 20 contains 18323 members 
Mstep: Class 21 contains 37483 members 
Mstep: Class 22 contains 6507 members 
Mstep: Class 23 contains 20071 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41657332.000000 Penalty: 33445.070312
Iteration 35Q: 17 clusters Score -4.165733e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 3 contains 10808 members 
Mstep: Class 4 contains 6686 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 52110 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 13 contains 35400 members 
Mstep: Class 15 contains 12491 members 
Mstep: Class 16 contains 4337 members 
Mstep: Class 18 contains 12053 members 
Mstep: Class 19 contains 5085 members 
Mstep: Class 20 contains 18568 members 
Mstep: Class 21 contains 36719 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 20293 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41657740.000000 Penalty: 33445.070312
Iteration 36Q: 17 clusters Score -4.165774e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 144132 members 
Mstep: Class 3 contains 10759 members 
Mstep: Class 4 contains 6733 members 
Mstep: Class 7 contains 9683 members 
Mstep: Class 8 contains 52822 members 
Mstep: Class 9 contains 10214 members 
Mstep: Class 13 contains 35463 members 
Mstep: Class 15 contains 12405 members 
Mstep: Class 16 contains 4209 members 
Mstep: Class 18 contains 12002 members 
Mstep: Class 19 contains 4949 members 
Mstep: Class 20 contains 18817 members 
Mstep: Class 21 contains 35980 members 
Mstep: Class 22 contains 6461 members 
Mstep: Class 23 contains 20484 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41658040.000000 Penalty: 33445.070312
Iteration 37Q: 17 clusters Score -4.165804e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 144100 members 
Mstep: Class 3 contains 10703 members 
Mstep: Class 4 contains 6755 members 
Mstep: Class 7 contains 9688 members 
Mstep: Class 8 contains 53476 members 
Mstep: Class 9 contains 10157 members 
Mstep: Class 13 contains 35510 members 
Mstep: Class 15 contains 12335 members 
Mstep: Class 16 contains 4119 members 
Mstep: Class 18 contains 11964 members 
Mstep: Class 19 contains 4838 members 
Mstep: Class 20 contains 19072 members 
Mstep: Class 21 contains 35280 members 
Mstep: Class 22 contains 6451 members 
Mstep: Class 23 contains 20663 members 
Mstep: Class 24 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41658224.000000 Penalty: 33445.070312
Iteration 38Q: 17 clusters Score -4.165822e+07 nChanged 2596
Entering ConstructFrom: 
Score: -41658224.000000 Penalty: 33445.070312
Entering ConstructFrom: 
Trying to split cluster 1 (144067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144067 members 
Entering Unmasked Estep 
Score: -15911092.000000 Penalty: 1930.180420
	Iteration 0F: 2 clusters Score -1.591109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -15819299.000000 Penalty: 3860.360840
	Iteration 0F: 3 clusters Score -1.58193e+07 nChanged 69345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -15861489.000000 Penalty: 3860.360840
	Iteration 1F: 3 clusters Score -1.586149e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70096 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -15864426.000000 Penalty: 3860.360840
	Iteration 2Q: 3 clusters Score -1.586443e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -15868281.000000 Penalty: 3860.360840
	Iteration 3F: 3 clusters Score -1.586828e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -15871787.000000 Penalty: 3860.360840
	Iteration 4F: 3 clusters Score -1.587179e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -15874652.000000 Penalty: 3860.360840
	Iteration 5F: 3 clusters Score -1.587465e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -15877064.000000 Penalty: 3860.360840
	Iteration 6Q: 3 clusters Score -1.587706e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -15878908.000000 Penalty: 3860.360840
	Iteration 7Q: 3 clusters Score -1.587891e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -15880663.000000 Penalty: 3860.360840
	Iteration 8Q: 3 clusters Score -1.588066e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -15882429.000000 Penalty: 3860.360840
	Iteration 9Q: 3 clusters Score -1.588243e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -15884457.000000 Penalty: 3860.360840
	Iteration 10Q: 3 clusters Score -1.588446e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -15887239.000000 Penalty: 3860.360840
	Iteration 11Q: 3 clusters Score -1.588724e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -15890397.000000 Penalty: 3860.360840
	Iteration 12Q: 3 clusters Score -1.58904e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -15892950.000000 Penalty: 3860.360840
	Iteration 13Q: 3 clusters Score -1.589295e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -15894544.000000 Penalty: 3860.360840
	Iteration 14Q: 3 clusters Score -1.589454e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -15895562.000000 Penalty: 3860.360840
	Iteration 15Q: 3 clusters Score -1.589556e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77710 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -15896329.000000 Penalty: 3860.360840
	Iteration 16Q: 3 clusters Score -1.589633e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -15897120.000000 Penalty: 3860.360840
	Iteration 17Q: 3 clusters Score -1.589712e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -15897773.000000 Penalty: 3860.360840
	Iteration 18Q: 3 clusters Score -1.589777e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -15898355.000000 Penalty: 3860.360840
	Iteration 19Q: 3 clusters Score -1.589836e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83393 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -15899020.000000 Penalty: 3860.360840
	Iteration 20F: 3 clusters Score -1.589902e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -15899599.000000 Penalty: 3860.360840
	Iteration 21Q: 3 clusters Score -1.58996e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -15900115.000000 Penalty: 3860.360840
	Iteration 22Q: 3 clusters Score -1.590012e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -15900635.000000 Penalty: 3860.360840
	Iteration 23Q: 3 clusters Score -1.590064e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -15901038.000000 Penalty: 3860.360840
	Iteration 24Q: 3 clusters Score -1.590104e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -15901441.000000 Penalty: 3860.360840
	Iteration 25Q: 3 clusters Score -1.590144e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -15901714.000000 Penalty: 3860.360840
	Iteration 26Q: 3 clusters Score -1.590171e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -15902140.000000 Penalty: 3860.360840
	Iteration 27Q: 3 clusters Score -1.590214e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -15902595.000000 Penalty: 3860.360840
	Iteration 28Q: 3 clusters Score -1.59026e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -15903007.000000 Penalty: 3860.360840
	Iteration 29Q: 3 clusters Score -1.590301e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99863 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -15903477.000000 Penalty: 3860.360840
	Iteration 30Q: 3 clusters Score -1.590348e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -15903883.000000 Penalty: 3860.360840
	Iteration 31Q: 3 clusters Score -1.590388e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -15904266.000000 Penalty: 3860.360840
	Iteration 32Q: 3 clusters Score -1.590427e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104970 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -15904726.000000 Penalty: 3860.360840
	Iteration 33Q: 3 clusters Score -1.590473e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106638 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -15905236.000000 Penalty: 3860.360840
	Iteration 34Q: 3 clusters Score -1.590524e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -15905679.000000 Penalty: 3860.360840
	Iteration 35Q: 3 clusters Score -1.590568e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -15906126.000000 Penalty: 3860.360840
	Iteration 36Q: 3 clusters Score -1.590613e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111348 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -15906601.000000 Penalty: 3860.360840
	Iteration 37Q: 3 clusters Score -1.59066e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112764 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -15906855.000000 Penalty: 3860.360840
	Iteration 38Q: 3 clusters Score -1.590686e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114035 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -15907149.000000 Penalty: 3860.360840
	Iteration 39Q: 3 clusters Score -1.590715e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -15907510.000000 Penalty: 3860.360840
	Iteration 40F: 3 clusters Score -1.590751e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -15907780.000000 Penalty: 3860.360840
	Iteration 41Q: 3 clusters Score -1.590778e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -15907993.000000 Penalty: 3860.360840
	Iteration 42Q: 3 clusters Score -1.590799e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118320 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -15908157.000000 Penalty: 3860.360840
	Iteration 43Q: 3 clusters Score -1.590816e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119198 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -15908391.000000 Penalty: 3860.360840
	Iteration 44Q: 3 clusters Score -1.590839e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120039 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -15908550.000000 Penalty: 3860.360840
	Iteration 45Q: 3 clusters Score -1.590855e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120838 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -15908816.000000 Penalty: 3860.360840
	Iteration 46Q: 3 clusters Score -1.590882e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121632 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -15908931.000000 Penalty: 3860.360840
	Iteration 47Q: 3 clusters Score -1.590893e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122326 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -15909005.000000 Penalty: 3860.360840
	Iteration 48Q: 3 clusters Score -1.5909e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123003 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -15909169.000000 Penalty: 3860.360840
	Iteration 49Q: 3 clusters Score -1.590917e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123654 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -15909355.000000 Penalty: 3860.360840
	Iteration 50Q: 3 clusters Score -1.590936e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124261 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -15909575.000000 Penalty: 3860.360840
	Iteration 51Q: 3 clusters Score -1.590958e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124833 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -15909731.000000 Penalty: 3860.360840
	Iteration 52Q: 3 clusters Score -1.590973e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125389 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -15909965.000000 Penalty: 3860.360840
	Iteration 53Q: 3 clusters Score -1.590996e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -15910059.000000 Penalty: 3860.360840
	Iteration 54Q: 3 clusters Score -1.591006e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126426 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -15910166.000000 Penalty: 3860.360840
	Iteration 55Q: 3 clusters Score -1.591017e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126957 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -15910266.000000 Penalty: 3860.360840
	Iteration 56Q: 3 clusters Score -1.591027e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127470 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -15910412.000000 Penalty: 3860.360840
	Iteration 57Q: 3 clusters Score -1.591041e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127914 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -15910532.000000 Penalty: 3860.360840
	Iteration 58Q: 3 clusters Score -1.591053e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128332 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -15910623.000000 Penalty: 3860.360840
	Iteration 59Q: 3 clusters Score -1.591062e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128717 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -15910716.000000 Penalty: 3860.360840
	Iteration 60F: 3 clusters Score -1.591072e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129078 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -15910739.000000 Penalty: 3860.360840
	Iteration 61Q: 3 clusters Score -1.591074e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129422 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -15910817.000000 Penalty: 3860.360840
	Iteration 62Q: 3 clusters Score -1.591082e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129761 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -15910910.000000 Penalty: 3860.360840
	Iteration 63Q: 3 clusters Score -1.591091e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130099 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -15910956.000000 Penalty: 3860.360840
	Iteration 64Q: 3 clusters Score -1.591096e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -15910997.000000 Penalty: 3860.360840
	Iteration 65Q: 3 clusters Score -1.5911e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130661 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -15911054.000000 Penalty: 3860.360840
	Iteration 66Q: 3 clusters Score -1.591105e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130918 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -15911143.000000 Penalty: 3860.360840
	Iteration 67Q: 3 clusters Score -1.591114e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131154 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -15911195.000000 Penalty: 3860.360840
	Iteration 68Q: 3 clusters Score -1.59112e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131348 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -15911206.000000 Penalty: 3860.360840
	Iteration 69Q: 3 clusters Score -1.591121e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131532 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -15911240.000000 Penalty: 3860.360840
	Iteration 70Q: 3 clusters Score -1.591124e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131702 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -15911237.000000 Penalty: 3860.360840
	Iteration 71Q: 3 clusters Score -1.591124e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131837 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -15911290.000000 Penalty: 3860.360840
	Iteration 72Q: 3 clusters Score -1.591129e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131984 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -15911276.000000 Penalty: 3860.360840
	Iteration 73Q: 3 clusters Score -1.591128e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132133 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -15911350.000000 Penalty: 3860.360840
	Iteration 74Q: 3 clusters Score -1.591135e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132273 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -15911372.000000 Penalty: 3860.360840
	Iteration 75Q: 3 clusters Score -1.591137e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132397 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -15911413.000000 Penalty: 3860.360840
	Iteration 76Q: 3 clusters Score -1.591141e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132527 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -15911430.000000 Penalty: 3860.360840
	Iteration 77Q: 3 clusters Score -1.591143e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132646 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -15911490.000000 Penalty: 3860.360840
	Iteration 78Q: 3 clusters Score -1.591149e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132773 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -15911547.000000 Penalty: 3860.360840
	Iteration 79Q: 3 clusters Score -1.591155e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132874 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -15911555.000000 Penalty: 3860.360840
	Iteration 80F: 3 clusters Score -1.591156e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132977 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -15911598.000000 Penalty: 3860.360840
	Iteration 81Q: 3 clusters Score -1.59116e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133071 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -15911590.000000 Penalty: 3860.360840
	Iteration 82Q: 3 clusters Score -1.591159e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133172 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -15911643.000000 Penalty: 3860.360840
	Iteration 83Q: 3 clusters Score -1.591164e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133279 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -15911681.000000 Penalty: 3860.360840
	Iteration 84Q: 3 clusters Score -1.591168e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -15911698.000000 Penalty: 3860.360840
	Iteration 85Q: 3 clusters Score -1.59117e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133480 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -15911683.000000 Penalty: 3860.360840
	Iteration 86Q: 3 clusters Score -1.591168e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133551 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -15911673.000000 Penalty: 3860.360840
	Iteration 87Q: 3 clusters Score -1.591167e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133612 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -15911678.000000 Penalty: 3860.360840
	Iteration 88Q: 3 clusters Score -1.591168e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133678 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -15911708.000000 Penalty: 3860.360840
	Iteration 89Q: 3 clusters Score -1.591171e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133740 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -15911701.000000 Penalty: 3860.360840
	Iteration 90Q: 3 clusters Score -1.59117e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133789 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -15911704.000000 Penalty: 3860.360840
	Iteration 91Q: 3 clusters Score -1.59117e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133838 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -15911728.000000 Penalty: 3860.360840
	Iteration 92Q: 3 clusters Score -1.591173e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133875 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -15911737.000000 Penalty: 3860.360840
	Iteration 93Q: 3 clusters Score -1.591174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133904 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -15911735.000000 Penalty: 3860.360840
	Iteration 94Q: 3 clusters Score -1.591174e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -15911738.000000 Penalty: 3860.360840
	Iteration 95Q: 3 clusters Score -1.591174e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133973 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -15911748.000000 Penalty: 3860.360840
	Iteration 96Q: 3 clusters Score -1.591175e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134011 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -15911761.000000 Penalty: 3860.360840
	Iteration 97Q: 3 clusters Score -1.591176e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134048 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -15911768.000000 Penalty: 3860.360840
	Iteration 98Q: 3 clusters Score -1.591177e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134086 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -15911766.000000 Penalty: 3860.360840
	Iteration 99Q: 3 clusters Score -1.591177e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -15911766.000000 Penalty: 3860.360840
	Iteration 100F: 3 clusters Score -1.591177e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134158 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -15911763.000000 Penalty: 3860.360840
	Iteration 101Q: 3 clusters Score -1.591176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134186 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -15911774.000000 Penalty: 3860.360840
	Iteration 102Q: 3 clusters Score -1.591177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134203 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -15911771.000000 Penalty: 3860.360840
	Iteration 103Q: 3 clusters Score -1.591177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134219 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -15911768.000000 Penalty: 3860.360840
	Iteration 104Q: 3 clusters Score -1.591177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134235 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -15911767.000000 Penalty: 3860.360840
	Iteration 105Q: 3 clusters Score -1.591177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134245 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -15911776.000000 Penalty: 3860.360840
	Iteration 106Q: 3 clusters Score -1.591178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134259 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -15911784.000000 Penalty: 3860.360840
	Iteration 107Q: 3 clusters Score -1.591178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134273 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -15911777.000000 Penalty: 3860.360840
	Iteration 108Q: 3 clusters Score -1.591178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134289 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -15911785.000000 Penalty: 3860.360840
	Iteration 109Q: 3 clusters Score -1.591178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134300 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -15911789.000000 Penalty: 3860.360840
	Iteration 110Q: 3 clusters Score -1.591179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134316 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -15911792.000000 Penalty: 3860.360840
	Iteration 111Q: 3 clusters Score -1.591179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134329 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -15911797.000000 Penalty: 3860.360840
	Iteration 112Q: 3 clusters Score -1.59118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134345 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -15911807.000000 Penalty: 3860.360840
	Iteration 113Q: 3 clusters Score -1.591181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134351 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -15911802.000000 Penalty: 3860.360840
	Iteration 114Q: 3 clusters Score -1.59118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134363 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -15911804.000000 Penalty: 3860.360840
	Iteration 115Q: 3 clusters Score -1.59118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134368 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -15911810.000000 Penalty: 3860.360840
	Iteration 116Q: 3 clusters Score -1.591181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134371 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -15911804.000000 Penalty: 3860.360840
	Iteration 117Q: 3 clusters Score -1.59118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134374 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -15911804.000000 Penalty: 3860.360840
	Iteration 118Q: 3 clusters Score -1.59118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134377 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -15911810.000000 Penalty: 3860.360840
	Iteration 119Q: 3 clusters Score -1.591181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134381 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -15911808.000000 Penalty: 3860.360840
	Iteration 120F: 3 clusters Score -1.591181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134387 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -15911793.000000 Penalty: 3860.360840
	Iteration 121Q: 3 clusters Score -1.591179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134393 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -15911812.000000 Penalty: 3860.360840
	Iteration 122Q: 3 clusters Score -1.591181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134404 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -15911804.000000 Penalty: 3860.360840
	Iteration 123Q: 3 clusters Score -1.59118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134412 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -15911805.000000 Penalty: 3860.360840
	Iteration 124Q: 3 clusters Score -1.59118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134423 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -15911811.000000 Penalty: 3860.360840
	Iteration 125Q: 3 clusters Score -1.591181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134431 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -15911817.000000 Penalty: 3860.360840
	Iteration 126Q: 3 clusters Score -1.591182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134437 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -15911820.000000 Penalty: 3860.360840
	Iteration 127Q: 3 clusters Score -1.591182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134443 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -15911809.000000 Penalty: 3860.360840
	Iteration 128Q: 3 clusters Score -1.591181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -15911800.000000 Penalty: 3860.360840
	Iteration 129Q: 3 clusters Score -1.59118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134454 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -15911803.000000 Penalty: 3860.360840
	Iteration 130Q: 3 clusters Score -1.59118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134459 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -15911811.000000 Penalty: 3860.360840
	Iteration 131Q: 3 clusters Score -1.591181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134465 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -15911800.000000 Penalty: 3860.360840
	Iteration 132Q: 3 clusters Score -1.59118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -15911798.000000 Penalty: 3860.360840
	Iteration 133Q: 3 clusters Score -1.59118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134485 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -15911797.000000 Penalty: 3860.360840
	Iteration 134Q: 3 clusters Score -1.59118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134494 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -15911804.000000 Penalty: 3860.360840
	Iteration 135Q: 3 clusters Score -1.59118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -15911808.000000 Penalty: 3860.360840
	Iteration 136Q: 3 clusters Score -1.591181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134500 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -15911804.000000 Penalty: 3860.360840
	Iteration 137Q: 3 clusters Score -1.59118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134503 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -15911801.000000 Penalty: 3860.360840
	Iteration 138Q: 3 clusters Score -1.59118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -15911803.000000 Penalty: 3860.360840
	Iteration 139Q: 3 clusters Score -1.59118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134516 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -15911801.000000 Penalty: 3860.360840
	Iteration 140F: 3 clusters Score -1.59118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134525 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -15911807.000000 Penalty: 3860.360840
	Iteration 141Q: 3 clusters Score -1.591181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134538 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -15911823.000000 Penalty: 3860.360840
	Iteration 142Q: 3 clusters Score -1.591182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134549 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -15911816.000000 Penalty: 3860.360840
	Iteration 143Q: 3 clusters Score -1.591182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134560 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -15911807.000000 Penalty: 3860.360840
	Iteration 144Q: 3 clusters Score -1.591181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134567 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -15911813.000000 Penalty: 3860.360840
	Iteration 145Q: 3 clusters Score -1.591181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134576 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -15911842.000000 Penalty: 3860.360840
	Iteration 146Q: 3 clusters Score -1.591184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134593 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -15911859.000000 Penalty: 3860.360840
	Iteration 147Q: 3 clusters Score -1.591186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134602 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -15911845.000000 Penalty: 3860.360840
	Iteration 148Q: 3 clusters Score -1.591184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134608 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -15911844.000000 Penalty: 3860.360840
	Iteration 149Q: 3 clusters Score -1.591184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134612 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -15911841.000000 Penalty: 3860.360840
	Iteration 150Q: 3 clusters Score -1.591184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134622 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -15911841.000000 Penalty: 3860.360840
	Iteration 151Q: 3 clusters Score -1.591184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134631 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -15911842.000000 Penalty: 3860.360840
	Iteration 152Q: 3 clusters Score -1.591184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -15911851.000000 Penalty: 3860.360840
	Iteration 153Q: 3 clusters Score -1.591185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134645 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -15911837.000000 Penalty: 3860.360840
	Iteration 154Q: 3 clusters Score -1.591184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134648 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -15911837.000000 Penalty: 3860.360840
	Iteration 155Q: 3 clusters Score -1.591184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134654 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -15911836.000000 Penalty: 3860.360840
	Iteration 156Q: 3 clusters Score -1.591184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134659 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -15911839.000000 Penalty: 3860.360840
	Iteration 157Q: 3 clusters Score -1.591184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134667 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -15911855.000000 Penalty: 3860.360840
	Iteration 158Q: 3 clusters Score -1.591186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134674 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -15911860.000000 Penalty: 3860.360840
	Iteration 159Q: 3 clusters Score -1.591186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -15911868.000000 Penalty: 3860.360840
	Iteration 160F: 3 clusters Score -1.591187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134682 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -15911871.000000 Penalty: 3860.360840
	Iteration 161Q: 3 clusters Score -1.591187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -15911879.000000 Penalty: 3860.360840
	Iteration 162Q: 3 clusters Score -1.591188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -15911879.000000 Penalty: 3860.360840
	Iteration 163F: 3 clusters Score -1.591188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 10650 members 
Mstep: Class 4 contains 6782 members 
Mstep: Class 7 contains 9694 members 
Mstep: Class 8 contains 54122 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 13 contains 35529 members 
Mstep: Class 15 contains 12261 members 
Mstep: Class 16 contains 4010 members 
Mstep: Class 18 contains 11945 members 
Mstep: Class 19 contains 4734 members 
Mstep: Class 20 contains 19290 members 
Mstep: Class 21 contains 34661 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 20843 members 
Mstep: Class 24 contains 833 members 
Entering Unmasked Estep 
Score: -41659100.000000 Penalty: 35535.390625
Splitting cluster 1 changes total score from -41658224.000000 to -41659100.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (10650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Entering Unmasked Estep 
Score: -1174228.375000 Penalty: 1506.913818
	Iteration 0F: 2 clusters Score -1174228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1166627.500000 Penalty: 3013.827637
	Iteration 0F: 3 clusters Score -1166628 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1169126.250000 Penalty: 3013.827637
	Iteration 1F: 3 clusters Score -1169126 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1169371.500000 Penalty: 3013.827637
	Iteration 2F: 3 clusters Score -1169372 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1169539.000000 Penalty: 3013.827637
	Iteration 3Q: 3 clusters Score -1169539 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1169667.750000 Penalty: 3013.827637
	Iteration 4Q: 3 clusters Score -1169668 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1169757.750000 Penalty: 3013.827637
	Iteration 5Q: 3 clusters Score -1169758 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1169835.125000 Penalty: 3013.827637
	Iteration 6Q: 3 clusters Score -1169835 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1169889.875000 Penalty: 3013.827637
	Iteration 7Q: 3 clusters Score -1169890 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1169940.625000 Penalty: 3013.827637
	Iteration 8Q: 3 clusters Score -1169941 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1169983.375000 Penalty: 3013.827637
	Iteration 9Q: 3 clusters Score -1169983 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1170038.250000 Penalty: 3013.827637
	Iteration 10Q: 3 clusters Score -1170038 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1170089.875000 Penalty: 3013.827637
	Iteration 11Q: 3 clusters Score -1170090 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1170149.250000 Penalty: 3013.827637
	Iteration 12Q: 3 clusters Score -1170149 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1170217.125000 Penalty: 3013.827637
	Iteration 13Q: 3 clusters Score -1170217 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1170283.000000 Penalty: 3013.827637
	Iteration 14Q: 3 clusters Score -1170283 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1170350.625000 Penalty: 3013.827637
	Iteration 15Q: 3 clusters Score -1170351 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1170423.750000 Penalty: 3013.827637
	Iteration 16Q: 3 clusters Score -1170424 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1170504.250000 Penalty: 3013.827637
	Iteration 17Q: 3 clusters Score -1170504 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1170615.000000 Penalty: 3013.827637
	Iteration 18Q: 3 clusters Score -1170615 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1170756.375000 Penalty: 3013.827637
	Iteration 19Q: 3 clusters Score -1170756 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1170970.125000 Penalty: 3013.827637
	Iteration 20F: 3 clusters Score -1170970 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1171249.750000 Penalty: 3013.827637
	Iteration 21Q: 3 clusters Score -1171250 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1171539.875000 Penalty: 3013.827637
	Iteration 22Q: 3 clusters Score -1171540 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1171830.250000 Penalty: 3013.827637
	Iteration 23Q: 3 clusters Score -1171830 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1172075.625000 Penalty: 3013.827637
	Iteration 24Q: 3 clusters Score -1172076 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1172267.000000 Penalty: 3013.827637
	Iteration 25Q: 3 clusters Score -1172267 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1172427.500000 Penalty: 3013.827637
	Iteration 26Q: 3 clusters Score -1172428 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1172540.375000 Penalty: 3013.827637
	Iteration 27Q: 3 clusters Score -1172540 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1172642.250000 Penalty: 3013.827637
	Iteration 28Q: 3 clusters Score -1172642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1172699.125000 Penalty: 3013.827637
	Iteration 29Q: 3 clusters Score -1172699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1172739.750000 Penalty: 3013.827637
	Iteration 30Q: 3 clusters Score -1172740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1172765.125000 Penalty: 3013.827637
	Iteration 31Q: 3 clusters Score -1172765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1172796.250000 Penalty: 3013.827637
	Iteration 32Q: 3 clusters Score -1172796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1172812.750000 Penalty: 3013.827637
	Iteration 33Q: 3 clusters Score -1172813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1172828.250000 Penalty: 3013.827637
	Iteration 34Q: 3 clusters Score -1172828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1172842.625000 Penalty: 3013.827637
	Iteration 35Q: 3 clusters Score -1172843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1172852.625000 Penalty: 3013.827637
	Iteration 36Q: 3 clusters Score -1172853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1172859.125000 Penalty: 3013.827637
	Iteration 37Q: 3 clusters Score -1172859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1172866.500000 Penalty: 3013.827637
	Iteration 38Q: 3 clusters Score -1172866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1172872.625000 Penalty: 3013.827637
	Iteration 39Q: 3 clusters Score -1172873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1172876.750000 Penalty: 3013.827637
	Iteration 40F: 3 clusters Score -1172877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1172878.250000 Penalty: 3013.827637
	Iteration 41Q: 3 clusters Score -1172878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1172881.000000 Penalty: 3013.827637
	Iteration 42Q: 3 clusters Score -1172881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1172885.250000 Penalty: 3013.827637
	Iteration 43Q: 3 clusters Score -1172885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1172886.750000 Penalty: 3013.827637
	Iteration 44Q: 3 clusters Score -1172887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1172887.250000 Penalty: 3013.827637
	Iteration 45Q: 3 clusters Score -1172887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1172889.625000 Penalty: 3013.827637
	Iteration 46Q: 3 clusters Score -1172890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1172892.125000 Penalty: 3013.827637
	Iteration 47Q: 3 clusters Score -1172892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1172894.875000 Penalty: 3013.827637
	Iteration 48Q: 3 clusters Score -1172895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1172896.500000 Penalty: 3013.827637
	Iteration 49Q: 3 clusters Score -1172896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1172900.375000 Penalty: 3013.827637
	Iteration 50Q: 3 clusters Score -1172900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1172902.375000 Penalty: 3013.827637
	Iteration 51Q: 3 clusters Score -1172902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1172901.250000 Penalty: 3013.827637
	Iteration 52Q: 3 clusters Score -1172901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1172902.750000 Penalty: 3013.827637
	Iteration 53Q: 3 clusters Score -1172903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1172902.750000 Penalty: 3013.827637
	Iteration 54F: 3 clusters Score -1172903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Entering Unmasked Estep 
Score: -738164.875000 Penalty: 1433.579468
	Iteration 0F: 2 clusters Score -738164.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -733026.437500 Penalty: 2867.158936
	Iteration 0F: 3 clusters Score -733026.4 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -734502.187500 Penalty: 2867.158936
	Iteration 1F: 3 clusters Score -734502.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -734750.187500 Penalty: 2867.158936
	Iteration 2F: 3 clusters Score -734750.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -734986.812500 Penalty: 2867.158936
	Iteration 3F: 3 clusters Score -734986.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -735218.562500 Penalty: 2867.158936
	Iteration 4F: 3 clusters Score -735218.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -735373.562500 Penalty: 2867.158936
	Iteration 5Q: 3 clusters Score -735373.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -735495.937500 Penalty: 2867.158936
	Iteration 6Q: 3 clusters Score -735495.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -735582.250000 Penalty: 2867.158936
	Iteration 7Q: 3 clusters Score -735582.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -735640.937500 Penalty: 2867.158936
	Iteration 8Q: 3 clusters Score -735640.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -735698.937500 Penalty: 2867.158936
	Iteration 9Q: 3 clusters Score -735698.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -735760.437500 Penalty: 2867.158936
	Iteration 10Q: 3 clusters Score -735760.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -735825.312500 Penalty: 2867.158936
	Iteration 11Q: 3 clusters Score -735825.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -735898.062500 Penalty: 2867.158936
	Iteration 12Q: 3 clusters Score -735898.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -735957.187500 Penalty: 2867.158936
	Iteration 13Q: 3 clusters Score -735957.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -736017.375000 Penalty: 2867.158936
	Iteration 14Q: 3 clusters Score -736017.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -736078.187500 Penalty: 2867.158936
	Iteration 15Q: 3 clusters Score -736078.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -736129.937500 Penalty: 2867.158936
	Iteration 16Q: 3 clusters Score -736129.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -736179.687500 Penalty: 2867.158936
	Iteration 17Q: 3 clusters Score -736179.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -736235.250000 Penalty: 2867.158936
	Iteration 18Q: 3 clusters Score -736235.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -736279.687500 Penalty: 2867.158936
	Iteration 19Q: 3 clusters Score -736279.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -736328.250000 Penalty: 2867.158936
	Iteration 20F: 3 clusters Score -736328.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -736372.375000 Penalty: 2867.158936
	Iteration 21Q: 3 clusters Score -736372.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -736420.562500 Penalty: 2867.158936
	Iteration 22Q: 3 clusters Score -736420.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -736471.000000 Penalty: 2867.158936
	Iteration 23Q: 3 clusters Score -736471 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -736524.437500 Penalty: 2867.158936
	Iteration 24Q: 3 clusters Score -736524.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -736571.750000 Penalty: 2867.158936
	Iteration 25Q: 3 clusters Score -736571.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -736623.187500 Penalty: 2867.158936
	Iteration 26Q: 3 clusters Score -736623.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -736674.125000 Penalty: 2867.158936
	Iteration 27Q: 3 clusters Score -736674.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -736730.562500 Penalty: 2867.158936
	Iteration 28Q: 3 clusters Score -736730.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -736764.875000 Penalty: 2867.158936
	Iteration 29Q: 3 clusters Score -736764.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -736792.375000 Penalty: 2867.158936
	Iteration 30Q: 3 clusters Score -736792.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -736813.125000 Penalty: 2867.158936
	Iteration 31Q: 3 clusters Score -736813.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -736832.937500 Penalty: 2867.158936
	Iteration 32Q: 3 clusters Score -736832.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -736849.937500 Penalty: 2867.158936
	Iteration 33Q: 3 clusters Score -736849.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -736862.187500 Penalty: 2867.158936
	Iteration 34Q: 3 clusters Score -736862.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -736872.812500 Penalty: 2867.158936
	Iteration 35Q: 3 clusters Score -736872.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -736879.312500 Penalty: 2867.158936
	Iteration 36Q: 3 clusters Score -736879.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -736883.562500 Penalty: 2867.158936
	Iteration 37Q: 3 clusters Score -736883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -736887.250000 Penalty: 2867.158936
	Iteration 38Q: 3 clusters Score -736887.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -736893.750000 Penalty: 2867.158936
	Iteration 39Q: 3 clusters Score -736893.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -736898.125000 Penalty: 2867.158936
	Iteration 40F: 3 clusters Score -736898.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -736899.937500 Penalty: 2867.158936
	Iteration 41Q: 3 clusters Score -736899.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -736904.125000 Penalty: 2867.158936
	Iteration 42Q: 3 clusters Score -736904.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -736905.750000 Penalty: 2867.158936
	Iteration 43Q: 3 clusters Score -736905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -736907.687500 Penalty: 2867.158936
	Iteration 44Q: 3 clusters Score -736907.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -736907.937500 Penalty: 2867.158936
	Iteration 45Q: 3 clusters Score -736907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -736911.000000 Penalty: 2867.158936
	Iteration 46Q: 3 clusters Score -736911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -736912.125000 Penalty: 2867.158936
	Iteration 47Q: 3 clusters Score -736912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -736912.375000 Penalty: 2867.158936
	Iteration 48Q: 3 clusters Score -736912.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -736912.375000 Penalty: 2867.158936
	Iteration 49F: 3 clusters Score -736912.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Entering Unmasked Estep 
Score: -986278.187500 Penalty: 1491.630127
	Iteration 0F: 2 clusters Score -986278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -979304.812500 Penalty: 2983.260254
	Iteration 0F: 3 clusters Score -979304.8 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -982055.000000 Penalty: 2983.260254
	Iteration 1F: 3 clusters Score -982055 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -982938.187500 Penalty: 2983.260254
	Iteration 2F: 3 clusters Score -982938.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -983835.375000 Penalty: 2983.260254
	Iteration 3F: 3 clusters Score -983835.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -984459.187500 Penalty: 2983.260254
	Iteration 4F: 3 clusters Score -984459.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -984818.625000 Penalty: 2983.260254
	Iteration 5F: 3 clusters Score -984818.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -985035.687500 Penalty: 2983.260254
	Iteration 6Q: 3 clusters Score -985035.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -985185.437500 Penalty: 2983.260254
	Iteration 7Q: 3 clusters Score -985185.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -985293.562500 Penalty: 2983.260254
	Iteration 8Q: 3 clusters Score -985293.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -985380.875000 Penalty: 2983.260254
	Iteration 9Q: 3 clusters Score -985380.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -985459.250000 Penalty: 2983.260254
	Iteration 10Q: 3 clusters Score -985459.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -985529.312500 Penalty: 2983.260254
	Iteration 11Q: 3 clusters Score -985529.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -985596.687500 Penalty: 2983.260254
	Iteration 12Q: 3 clusters Score -985596.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -985653.812500 Penalty: 2983.260254
	Iteration 13Q: 3 clusters Score -985653.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -985711.312500 Penalty: 2983.260254
	Iteration 14Q: 3 clusters Score -985711.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -985768.312500 Penalty: 2983.260254
	Iteration 15Q: 3 clusters Score -985768.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -985839.625000 Penalty: 2983.260254
	Iteration 16Q: 3 clusters Score -985839.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -985910.125000 Penalty: 2983.260254
	Iteration 17Q: 3 clusters Score -985910.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -985971.687500 Penalty: 2983.260254
	Iteration 18Q: 3 clusters Score -985971.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -986028.625000 Penalty: 2983.260254
	Iteration 19Q: 3 clusters Score -986028.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -986094.625000 Penalty: 2983.260254
	Iteration 20F: 3 clusters Score -986094.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -986155.687500 Penalty: 2983.260254
	Iteration 21Q: 3 clusters Score -986155.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -986211.437500 Penalty: 2983.260254
	Iteration 22Q: 3 clusters Score -986211.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -986259.000000 Penalty: 2983.260254
	Iteration 23Q: 3 clusters Score -986259 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -986292.750000 Penalty: 2983.260254
	Iteration 24Q: 3 clusters Score -986292.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -986320.687500 Penalty: 2983.260254
	Iteration 25Q: 3 clusters Score -986320.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -986353.500000 Penalty: 2983.260254
	Iteration 26Q: 3 clusters Score -986353.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -986376.375000 Penalty: 2983.260254
	Iteration 27Q: 3 clusters Score -986376.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -986388.250000 Penalty: 2983.260254
	Iteration 28Q: 3 clusters Score -986388.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -986400.187500 Penalty: 2983.260254
	Iteration 29Q: 3 clusters Score -986400.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -986405.937500 Penalty: 2983.260254
	Iteration 30Q: 3 clusters Score -986405.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -986409.062500 Penalty: 2983.260254
	Iteration 31Q: 3 clusters Score -986409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -986411.312500 Penalty: 2983.260254
	Iteration 32Q: 3 clusters Score -986411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -986412.125000 Penalty: 2983.260254
	Iteration 33Q: 3 clusters Score -986412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -986412.562500 Penalty: 2983.260254
	Iteration 34Q: 3 clusters Score -986412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -986413.000000 Penalty: 2983.260254
	Iteration 35Q: 3 clusters Score -986413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -986414.062500 Penalty: 2983.260254
	Iteration 36Q: 3 clusters Score -986414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -986417.312500 Penalty: 2983.260254
	Iteration 37Q: 3 clusters Score -986417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -986419.812500 Penalty: 2983.260254
	Iteration 38Q: 3 clusters Score -986419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -986419.625000 Penalty: 2983.260254
	Iteration 39Q: 3 clusters Score -986419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -986418.687500 Penalty: 2983.260254
	Iteration 40F: 3 clusters Score -986418.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -986418.875000 Penalty: 2983.260254
	Iteration 41Q: 3 clusters Score -986418.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -986418.875000 Penalty: 2983.260254
	Iteration 42F: 3 clusters Score -986418.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 10650 members 
Mstep: Class 4 contains 6782 members 
Mstep: Class 5 contains 8529 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 54122 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 13 contains 35529 members 
Mstep: Class 15 contains 12261 members 
Mstep: Class 16 contains 4010 members 
Mstep: Class 18 contains 11945 members 
Mstep: Class 19 contains 4734 members 
Mstep: Class 20 contains 19290 members 
Mstep: Class 21 contains 34661 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 20843 members 
Mstep: Class 24 contains 833 members 
Entering Unmasked Estep 
Score: -41658784.000000 Penalty: 37625.707031
Splitting cluster 7 changes total score from -41658224.000000 to -41658784.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (54122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Entering Unmasked Estep 
Score: -5938131.000000 Penalty: 1771.086914
	Iteration 0F: 2 clusters Score -5938131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5901836.000000 Penalty: 3542.173828
	Iteration 0F: 3 clusters Score -5901836 nChanged 25547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -5916193.000000 Penalty: 3542.173828
	Iteration 1F: 3 clusters Score -5916193 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -5916615.500000 Penalty: 3542.173828
	Iteration 2Q: 3 clusters Score -5916616 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -5917054.000000 Penalty: 3542.173828
	Iteration 3Q: 3 clusters Score -5917054 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -5917533.500000 Penalty: 3542.173828
	Iteration 4Q: 3 clusters Score -5917534 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -5918315.000000 Penalty: 3542.173828
	Iteration 5Q: 3 clusters Score -5918315 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5919631.500000 Penalty: 3542.173828
	Iteration 6Q: 3 clusters Score -5919632 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -5921823.500000 Penalty: 3542.173828
	Iteration 7F: 3 clusters Score -5921824 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -5924935.000000 Penalty: 3542.173828
	Iteration 8F: 3 clusters Score -5924935 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -5928414.000000 Penalty: 3542.173828
	Iteration 9F: 3 clusters Score -5928414 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -5931576.500000 Penalty: 3542.173828
	Iteration 10F: 3 clusters Score -5931576 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5933941.500000 Penalty: 3542.173828
	Iteration 11Q: 3 clusters Score -5933942 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5935301.500000 Penalty: 3542.173828
	Iteration 12Q: 3 clusters Score -5935302 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5936024.000000 Penalty: 3542.173828
	Iteration 13Q: 3 clusters Score -5936024 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5936396.000000 Penalty: 3542.173828
	Iteration 14Q: 3 clusters Score -5936396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5936589.500000 Penalty: 3542.173828
	Iteration 15Q: 3 clusters Score -5936590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5936725.000000 Penalty: 3542.173828
	Iteration 16Q: 3 clusters Score -5936725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5936787.000000 Penalty: 3542.173828
	Iteration 17Q: 3 clusters Score -5936787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5936830.500000 Penalty: 3542.173828
	Iteration 18Q: 3 clusters Score -5936830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5936864.000000 Penalty: 3542.173828
	Iteration 19Q: 3 clusters Score -5936864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5936888.000000 Penalty: 3542.173828
	Iteration 20F: 3 clusters Score -5936888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5936902.500000 Penalty: 3542.173828
	Iteration 21Q: 3 clusters Score -5936902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5936915.000000 Penalty: 3542.173828
	Iteration 22Q: 3 clusters Score -5936915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5936947.000000 Penalty: 3542.173828
	Iteration 23Q: 3 clusters Score -5936947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5936973.000000 Penalty: 3542.173828
	Iteration 24Q: 3 clusters Score -5936973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5936986.000000 Penalty: 3542.173828
	Iteration 25Q: 3 clusters Score -5936986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5937024.500000 Penalty: 3542.173828
	Iteration 26Q: 3 clusters Score -5937024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5937060.500000 Penalty: 3542.173828
	Iteration 27Q: 3 clusters Score -5937060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5937080.000000 Penalty: 3542.173828
	Iteration 28Q: 3 clusters Score -5937080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5937078.500000 Penalty: 3542.173828
	Iteration 29Q: 3 clusters Score -5937078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5937089.500000 Penalty: 3542.173828
	Iteration 30Q: 3 clusters Score -5937090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5937107.000000 Penalty: 3542.173828
	Iteration 31Q: 3 clusters Score -5937107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5937108.500000 Penalty: 3542.173828
	Iteration 32Q: 3 clusters Score -5937108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5937110.500000 Penalty: 3542.173828
	Iteration 33Q: 3 clusters Score -5937110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5937114.000000 Penalty: 3542.173828
	Iteration 34Q: 3 clusters Score -5937114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5937112.500000 Penalty: 3542.173828
	Iteration 35Q: 3 clusters Score -5937112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5937120.500000 Penalty: 3542.173828
	Iteration 36Q: 3 clusters Score -5937120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5937120.500000 Penalty: 3542.173828
	Iteration 37Q: 3 clusters Score -5937120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5937118.500000 Penalty: 3542.173828
	Iteration 38Q: 3 clusters Score -5937118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5937114.500000 Penalty: 3542.173828
	Iteration 39Q: 3 clusters Score -5937114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5937124.500000 Penalty: 3542.173828
	Iteration 40F: 3 clusters Score -5937124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5937132.500000 Penalty: 3542.173828
	Iteration 41Q: 3 clusters Score -5937132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5937145.500000 Penalty: 3542.173828
	Iteration 42Q: 3 clusters Score -5937146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5937146.500000 Penalty: 3542.173828
	Iteration 43Q: 3 clusters Score -5937146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5937150.000000 Penalty: 3542.173828
	Iteration 44Q: 3 clusters Score -5937150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5937148.000000 Penalty: 3542.173828
	Iteration 45Q: 3 clusters Score -5937148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5937148.000000 Penalty: 3542.173828
	Iteration 46F: 3 clusters Score -5937148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Entering Unmasked Estep 
Score: -1132925.375000 Penalty: 1498.071777
	Iteration 0F: 2 clusters Score -1132925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1125801.625000 Penalty: 2996.143555
	Iteration 0F: 3 clusters Score -1125802 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1128345.125000 Penalty: 2996.143555
	Iteration 1F: 3 clusters Score -1128345 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1128743.875000 Penalty: 2996.143555
	Iteration 2F: 3 clusters Score -1128744 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1129071.625000 Penalty: 2996.143555
	Iteration 3F: 3 clusters Score -1129072 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1129361.500000 Penalty: 2996.143555
	Iteration 4F: 3 clusters Score -1129362 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1129635.000000 Penalty: 2996.143555
	Iteration 5F: 3 clusters Score -1129635 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1129994.000000 Penalty: 2996.143555
	Iteration 6F: 3 clusters Score -1129994 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1130395.125000 Penalty: 2996.143555
	Iteration 7F: 3 clusters Score -1130395 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1130777.250000 Penalty: 2996.143555
	Iteration 8F: 3 clusters Score -1130777 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1131049.875000 Penalty: 2996.143555
	Iteration 9Q: 3 clusters Score -1131050 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1131233.500000 Penalty: 2996.143555
	Iteration 10Q: 3 clusters Score -1131234 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1131364.125000 Penalty: 2996.143555
	Iteration 11Q: 3 clusters Score -1131364 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1131436.750000 Penalty: 2996.143555
	Iteration 12Q: 3 clusters Score -1131437 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1131484.125000 Penalty: 2996.143555
	Iteration 13Q: 3 clusters Score -1131484 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1131516.750000 Penalty: 2996.143555
	Iteration 14Q: 3 clusters Score -1131517 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1131537.875000 Penalty: 2996.143555
	Iteration 15Q: 3 clusters Score -1131538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1131552.875000 Penalty: 2996.143555
	Iteration 16Q: 3 clusters Score -1131553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1131565.250000 Penalty: 2996.143555
	Iteration 17Q: 3 clusters Score -1131565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1131566.250000 Penalty: 2996.143555
	Iteration 18Q: 3 clusters Score -1131566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1131575.750000 Penalty: 2996.143555
	Iteration 19Q: 3 clusters Score -1131576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1131584.375000 Penalty: 2996.143555
	Iteration 20F: 3 clusters Score -1131584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1131595.125000 Penalty: 2996.143555
	Iteration 21Q: 3 clusters Score -1131595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1131608.875000 Penalty: 2996.143555
	Iteration 22Q: 3 clusters Score -1131609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1131627.750000 Penalty: 2996.143555
	Iteration 23Q: 3 clusters Score -1131628 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1131645.875000 Penalty: 2996.143555
	Iteration 24Q: 3 clusters Score -1131646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1131661.625000 Penalty: 2996.143555
	Iteration 25Q: 3 clusters Score -1131662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1131673.375000 Penalty: 2996.143555
	Iteration 26Q: 3 clusters Score -1131673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1131682.375000 Penalty: 2996.143555
	Iteration 27Q: 3 clusters Score -1131682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1131694.000000 Penalty: 2996.143555
	Iteration 28Q: 3 clusters Score -1131694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1131704.625000 Penalty: 2996.143555
	Iteration 29Q: 3 clusters Score -1131705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1131712.750000 Penalty: 2996.143555
	Iteration 30Q: 3 clusters Score -1131713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1131716.750000 Penalty: 2996.143555
	Iteration 31Q: 3 clusters Score -1131717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1131723.750000 Penalty: 2996.143555
	Iteration 32Q: 3 clusters Score -1131724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1131727.500000 Penalty: 2996.143555
	Iteration 33Q: 3 clusters Score -1131728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1131733.125000 Penalty: 2996.143555
	Iteration 34Q: 3 clusters Score -1131733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1131742.000000 Penalty: 2996.143555
	Iteration 35Q: 3 clusters Score -1131742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1131745.000000 Penalty: 2996.143555
	Iteration 36Q: 3 clusters Score -1131745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1131749.625000 Penalty: 2996.143555
	Iteration 37Q: 3 clusters Score -1131750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1131751.625000 Penalty: 2996.143555
	Iteration 38Q: 3 clusters Score -1131752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1131752.250000 Penalty: 2996.143555
	Iteration 39Q: 3 clusters Score -1131752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1131754.750000 Penalty: 2996.143555
	Iteration 40F: 3 clusters Score -1131755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1131754.375000 Penalty: 2996.143555
	Iteration 41Q: 3 clusters Score -1131754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1131755.250000 Penalty: 2996.143555
	Iteration 42Q: 3 clusters Score -1131755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1131758.125000 Penalty: 2996.143555
	Iteration 43Q: 3 clusters Score -1131758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1131760.750000 Penalty: 2996.143555
	Iteration 44Q: 3 clusters Score -1131761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1131763.500000 Penalty: 2996.143555
	Iteration 45Q: 3 clusters Score -1131764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1131767.375000 Penalty: 2996.143555
	Iteration 46Q: 3 clusters Score -1131767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1131770.625000 Penalty: 2996.143555
	Iteration 47Q: 3 clusters Score -1131771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1131771.625000 Penalty: 2996.143555
	Iteration 48Q: 3 clusters Score -1131772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1131774.250000 Penalty: 2996.143555
	Iteration 49Q: 3 clusters Score -1131774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1131775.750000 Penalty: 2996.143555
	Iteration 50Q: 3 clusters Score -1131776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1131780.500000 Penalty: 2996.143555
	Iteration 51Q: 3 clusters Score -1131780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1131785.375000 Penalty: 2996.143555
	Iteration 52Q: 3 clusters Score -1131785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1131787.625000 Penalty: 2996.143555
	Iteration 53Q: 3 clusters Score -1131788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1131789.750000 Penalty: 2996.143555
	Iteration 54Q: 3 clusters Score -1131790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1131791.625000 Penalty: 2996.143555
	Iteration 55Q: 3 clusters Score -1131792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1131794.000000 Penalty: 2996.143555
	Iteration 56Q: 3 clusters Score -1131794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1131796.500000 Penalty: 2996.143555
	Iteration 57Q: 3 clusters Score -1131796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1131800.500000 Penalty: 2996.143555
	Iteration 58Q: 3 clusters Score -1131800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1131800.125000 Penalty: 2996.143555
	Iteration 59Q: 3 clusters Score -1131800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1131804.125000 Penalty: 2996.143555
	Iteration 60F: 3 clusters Score -1131804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1131806.375000 Penalty: 2996.143555
	Iteration 61Q: 3 clusters Score -1131806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1131804.750000 Penalty: 2996.143555
	Iteration 62Q: 3 clusters Score -1131805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1131804.625000 Penalty: 2996.143555
	Iteration 63Q: 3 clusters Score -1131805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1131806.500000 Penalty: 2996.143555
	Iteration 64Q: 3 clusters Score -1131806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1131805.625000 Penalty: 2996.143555
	Iteration 65Q: 3 clusters Score -1131806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1131808.625000 Penalty: 2996.143555
	Iteration 66Q: 3 clusters Score -1131809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1131809.375000 Penalty: 2996.143555
	Iteration 67Q: 3 clusters Score -1131809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1131810.750000 Penalty: 2996.143555
	Iteration 68Q: 3 clusters Score -1131811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1131811.500000 Penalty: 2996.143555
	Iteration 69Q: 3 clusters Score -1131812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1131810.750000 Penalty: 2996.143555
	Iteration 70Q: 3 clusters Score -1131811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1131809.125000 Penalty: 2996.143555
	Iteration 71Q: 3 clusters Score -1131809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1131812.000000 Penalty: 2996.143555
	Iteration 72Q: 3 clusters Score -1131812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1131816.250000 Penalty: 2996.143555
	Iteration 73Q: 3 clusters Score -1131816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1131816.000000 Penalty: 2996.143555
	Iteration 74Q: 3 clusters Score -1131816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1131819.000000 Penalty: 2996.143555
	Iteration 75Q: 3 clusters Score -1131819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1131822.875000 Penalty: 2996.143555
	Iteration 76Q: 3 clusters Score -1131823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1131826.875000 Penalty: 2996.143555
	Iteration 77Q: 3 clusters Score -1131827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1131828.625000 Penalty: 2996.143555
	Iteration 78Q: 3 clusters Score -1131829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1131833.500000 Penalty: 2996.143555
	Iteration 79Q: 3 clusters Score -1131834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1131837.000000 Penalty: 2996.143555
	Iteration 80F: 3 clusters Score -1131837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1131837.875000 Penalty: 2996.143555
	Iteration 81Q: 3 clusters Score -1131838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1131836.750000 Penalty: 2996.143555
	Iteration 82Q: 3 clusters Score -1131837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1131837.875000 Penalty: 2996.143555
	Iteration 83Q: 3 clusters Score -1131838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1131837.625000 Penalty: 2996.143555
	Iteration 84Q: 3 clusters Score -1131838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1131840.125000 Penalty: 2996.143555
	Iteration 85Q: 3 clusters Score -1131840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1131840.625000 Penalty: 2996.143555
	Iteration 86Q: 3 clusters Score -1131841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1131840.750000 Penalty: 2996.143555
	Iteration 87Q: 3 clusters Score -1131841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1131840.750000 Penalty: 2996.143555
	Iteration 88Q: 3 clusters Score -1131841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1131841.125000 Penalty: 2996.143555
	Iteration 89Q: 3 clusters Score -1131841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1131842.625000 Penalty: 2996.143555
	Iteration 90Q: 3 clusters Score -1131843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1131841.125000 Penalty: 2996.143555
	Iteration 91Q: 3 clusters Score -1131841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1131841.250000 Penalty: 2996.143555
	Iteration 92Q: 3 clusters Score -1131841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1131843.375000 Penalty: 2996.143555
	Iteration 93Q: 3 clusters Score -1131843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1131844.000000 Penalty: 2996.143555
	Iteration 94Q: 3 clusters Score -1131844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1131844.500000 Penalty: 2996.143555
	Iteration 95Q: 3 clusters Score -1131844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1131844.750000 Penalty: 2996.143555
	Iteration 96Q: 3 clusters Score -1131845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1131844.375000 Penalty: 2996.143555
	Iteration 97Q: 3 clusters Score -1131844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1131846.000000 Penalty: 2996.143555
	Iteration 98Q: 3 clusters Score -1131846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1131846.625000 Penalty: 2996.143555
	Iteration 99Q: 3 clusters Score -1131847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1131847.375000 Penalty: 2996.143555
	Iteration 100F: 3 clusters Score -1131847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1131851.125000 Penalty: 2996.143555
	Iteration 101Q: 3 clusters Score -1131851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1131853.000000 Penalty: 2996.143555
	Iteration 102Q: 3 clusters Score -1131853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1131856.250000 Penalty: 2996.143555
	Iteration 103Q: 3 clusters Score -1131856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1131856.750000 Penalty: 2996.143555
	Iteration 104Q: 3 clusters Score -1131857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1131859.125000 Penalty: 2996.143555
	Iteration 105Q: 3 clusters Score -1131859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1131862.000000 Penalty: 2996.143555
	Iteration 106Q: 3 clusters Score -1131862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1131863.250000 Penalty: 2996.143555
	Iteration 107Q: 3 clusters Score -1131863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1131864.625000 Penalty: 2996.143555
	Iteration 108Q: 3 clusters Score -1131865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1131864.125000 Penalty: 2996.143555
	Iteration 109Q: 3 clusters Score -1131864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1131867.625000 Penalty: 2996.143555
	Iteration 110Q: 3 clusters Score -1131868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1131865.125000 Penalty: 2996.143555
	Iteration 111Q: 3 clusters Score -1131865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1131868.750000 Penalty: 2996.143555
	Iteration 112Q: 3 clusters Score -1131869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1131867.125000 Penalty: 2996.143555
	Iteration 113Q: 3 clusters Score -1131867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1131871.750000 Penalty: 2996.143555
	Iteration 114Q: 3 clusters Score -1131872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1131874.500000 Penalty: 2996.143555
	Iteration 115Q: 3 clusters Score -1131874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1131874.250000 Penalty: 2996.143555
	Iteration 116Q: 3 clusters Score -1131874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1131876.500000 Penalty: 2996.143555
	Iteration 117Q: 3 clusters Score -1131876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1131878.750000 Penalty: 2996.143555
	Iteration 118Q: 3 clusters Score -1131879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1131877.875000 Penalty: 2996.143555
	Iteration 119Q: 3 clusters Score -1131878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1131881.125000 Penalty: 2996.143555
	Iteration 120F: 3 clusters Score -1131881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1131885.250000 Penalty: 2996.143555
	Iteration 121Q: 3 clusters Score -1131885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1131891.750000 Penalty: 2996.143555
	Iteration 122Q: 3 clusters Score -1131892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1131897.625000 Penalty: 2996.143555
	Iteration 123Q: 3 clusters Score -1131898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1131901.875000 Penalty: 2996.143555
	Iteration 124Q: 3 clusters Score -1131902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1131904.500000 Penalty: 2996.143555
	Iteration 125Q: 3 clusters Score -1131904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1131909.750000 Penalty: 2996.143555
	Iteration 126Q: 3 clusters Score -1131910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1131917.375000 Penalty: 2996.143555
	Iteration 127Q: 3 clusters Score -1131917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1131926.625000 Penalty: 2996.143555
	Iteration 128Q: 3 clusters Score -1131927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1131933.750000 Penalty: 2996.143555
	Iteration 129Q: 3 clusters Score -1131934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1131940.500000 Penalty: 2996.143555
	Iteration 130Q: 3 clusters Score -1131940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1131948.625000 Penalty: 2996.143555
	Iteration 131Q: 3 clusters Score -1131949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1131953.875000 Penalty: 2996.143555
	Iteration 132Q: 3 clusters Score -1131954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1131959.375000 Penalty: 2996.143555
	Iteration 133Q: 3 clusters Score -1131959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1131963.000000 Penalty: 2996.143555
	Iteration 134Q: 3 clusters Score -1131963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1131968.000000 Penalty: 2996.143555
	Iteration 135Q: 3 clusters Score -1131968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1131971.375000 Penalty: 2996.143555
	Iteration 136Q: 3 clusters Score -1131971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1131974.125000 Penalty: 2996.143555
	Iteration 137Q: 3 clusters Score -1131974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1131978.250000 Penalty: 2996.143555
	Iteration 138Q: 3 clusters Score -1131978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1131978.500000 Penalty: 2996.143555
	Iteration 139Q: 3 clusters Score -1131978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1131979.375000 Penalty: 2996.143555
	Iteration 140F: 3 clusters Score -1131979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1131984.875000 Penalty: 2996.143555
	Iteration 141Q: 3 clusters Score -1131985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1131986.000000 Penalty: 2996.143555
	Iteration 142Q: 3 clusters Score -1131986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1131987.375000 Penalty: 2996.143555
	Iteration 143Q: 3 clusters Score -1131987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1131989.875000 Penalty: 2996.143555
	Iteration 144Q: 3 clusters Score -1131990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1131992.250000 Penalty: 2996.143555
	Iteration 145Q: 3 clusters Score -1131992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1131994.500000 Penalty: 2996.143555
	Iteration 146Q: 3 clusters Score -1131994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1131994.875000 Penalty: 2996.143555
	Iteration 147Q: 3 clusters Score -1131995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1131994.125000 Penalty: 2996.143555
	Iteration 148Q: 3 clusters Score -1131994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1131994.125000 Penalty: 2996.143555
	Iteration 149F: 3 clusters Score -1131994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Entering Unmasked Estep 
Score: -3961363.750000 Penalty: 1702.692017
	Iteration 0F: 2 clusters Score -3961364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3937512.750000 Penalty: 3405.384033
	Iteration 0F: 3 clusters Score -3937513 nChanged 16361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3946682.750000 Penalty: 3405.384033
	Iteration 1F: 3 clusters Score -3946683 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3947068.500000 Penalty: 3405.384033
	Iteration 2Q: 3 clusters Score -3947068 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3947463.250000 Penalty: 3405.384033
	Iteration 3Q: 3 clusters Score -3947463 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3947972.250000 Penalty: 3405.384033
	Iteration 4Q: 3 clusters Score -3947972 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3948699.750000 Penalty: 3405.384033
	Iteration 5Q: 3 clusters Score -3948700 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3949799.500000 Penalty: 3405.384033
	Iteration 6Q: 3 clusters Score -3949800 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3951331.250000 Penalty: 3405.384033
	Iteration 7F: 3 clusters Score -3951331 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3953128.500000 Penalty: 3405.384033
	Iteration 8F: 3 clusters Score -3953128 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3954839.750000 Penalty: 3405.384033
	Iteration 9F: 3 clusters Score -3954840 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3956094.250000 Penalty: 3405.384033
	Iteration 10Q: 3 clusters Score -3956094 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3956956.250000 Penalty: 3405.384033
	Iteration 11Q: 3 clusters Score -3956956 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3957586.250000 Penalty: 3405.384033
	Iteration 12Q: 3 clusters Score -3957586 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3958074.250000 Penalty: 3405.384033
	Iteration 13Q: 3 clusters Score -3958074 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3958481.250000 Penalty: 3405.384033
	Iteration 14Q: 3 clusters Score -3958481 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3958787.500000 Penalty: 3405.384033
	Iteration 15Q: 3 clusters Score -3958788 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3959014.000000 Penalty: 3405.384033
	Iteration 16Q: 3 clusters Score -3959014 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3959234.500000 Penalty: 3405.384033
	Iteration 17Q: 3 clusters Score -3959234 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3959378.500000 Penalty: 3405.384033
	Iteration 18Q: 3 clusters Score -3959378 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3959499.500000 Penalty: 3405.384033
	Iteration 19Q: 3 clusters Score -3959500 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3959602.250000 Penalty: 3405.384033
	Iteration 20F: 3 clusters Score -3959602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3959655.500000 Penalty: 3405.384033
	Iteration 21Q: 3 clusters Score -3959656 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3959714.500000 Penalty: 3405.384033
	Iteration 22Q: 3 clusters Score -3959714 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3959759.500000 Penalty: 3405.384033
	Iteration 23Q: 3 clusters Score -3959760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3959797.750000 Penalty: 3405.384033
	Iteration 24Q: 3 clusters Score -3959798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3959815.000000 Penalty: 3405.384033
	Iteration 25Q: 3 clusters Score -3959815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3959839.750000 Penalty: 3405.384033
	Iteration 26Q: 3 clusters Score -3959840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3959844.500000 Penalty: 3405.384033
	Iteration 27Q: 3 clusters Score -3959844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3959841.000000 Penalty: 3405.384033
	Iteration 28Q: 3 clusters Score -3959841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3959847.250000 Penalty: 3405.384033
	Iteration 29Q: 3 clusters Score -3959847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3959859.500000 Penalty: 3405.384033
	Iteration 30Q: 3 clusters Score -3959860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3959857.500000 Penalty: 3405.384033
	Iteration 31Q: 3 clusters Score -3959858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3959857.500000 Penalty: 3405.384033
	Iteration 32F: 3 clusters Score -3959858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -1387052.750000 Penalty: 1529.804077
	Iteration 0F: 2 clusters Score -1387053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1378439.500000 Penalty: 3059.608154
	Iteration 0F: 3 clusters Score -1378440 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1381308.000000 Penalty: 3059.608154
	Iteration 1F: 3 clusters Score -1381308 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1381726.125000 Penalty: 3059.608154
	Iteration 2F: 3 clusters Score -1381726 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1382184.125000 Penalty: 3059.608154
	Iteration 3F: 3 clusters Score -1382184 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1382591.375000 Penalty: 3059.608154
	Iteration 4F: 3 clusters Score -1382591 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1383007.500000 Penalty: 3059.608154
	Iteration 5F: 3 clusters Score -1383008 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1383355.750000 Penalty: 3059.608154
	Iteration 6F: 3 clusters Score -1383356 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1383641.375000 Penalty: 3059.608154
	Iteration 7Q: 3 clusters Score -1383641 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1383914.000000 Penalty: 3059.608154
	Iteration 8Q: 3 clusters Score -1383914 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1384174.125000 Penalty: 3059.608154
	Iteration 9Q: 3 clusters Score -1384174 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1384424.875000 Penalty: 3059.608154
	Iteration 10Q: 3 clusters Score -1384425 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1384670.625000 Penalty: 3059.608154
	Iteration 11Q: 3 clusters Score -1384671 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1384915.625000 Penalty: 3059.608154
	Iteration 12Q: 3 clusters Score -1384916 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1385085.375000 Penalty: 3059.608154
	Iteration 13Q: 3 clusters Score -1385085 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1385188.625000 Penalty: 3059.608154
	Iteration 14Q: 3 clusters Score -1385189 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1385250.625000 Penalty: 3059.608154
	Iteration 15Q: 3 clusters Score -1385251 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1385287.125000 Penalty: 3059.608154
	Iteration 16Q: 3 clusters Score -1385287 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1385315.875000 Penalty: 3059.608154
	Iteration 17Q: 3 clusters Score -1385316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1385338.375000 Penalty: 3059.608154
	Iteration 18Q: 3 clusters Score -1385338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1385351.250000 Penalty: 3059.608154
	Iteration 19Q: 3 clusters Score -1385351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1385361.500000 Penalty: 3059.608154
	Iteration 20F: 3 clusters Score -1385362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1385372.375000 Penalty: 3059.608154
	Iteration 21Q: 3 clusters Score -1385372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1385373.500000 Penalty: 3059.608154
	Iteration 22Q: 3 clusters Score -1385374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1385378.500000 Penalty: 3059.608154
	Iteration 23Q: 3 clusters Score -1385378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1385378.750000 Penalty: 3059.608154
	Iteration 24Q: 3 clusters Score -1385379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1385381.375000 Penalty: 3059.608154
	Iteration 25Q: 3 clusters Score -1385381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1385381.250000 Penalty: 3059.608154
	Iteration 26Q: 3 clusters Score -1385381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1385386.000000 Penalty: 3059.608154
	Iteration 27Q: 3 clusters Score -1385386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1385387.875000 Penalty: 3059.608154
	Iteration 28Q: 3 clusters Score -1385388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1385387.375000 Penalty: 3059.608154
	Iteration 29Q: 3 clusters Score -1385387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1385391.250000 Penalty: 3059.608154
	Iteration 30Q: 3 clusters Score -1385391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1385391.000000 Penalty: 3059.608154
	Iteration 31Q: 3 clusters Score -1385391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1385393.250000 Penalty: 3059.608154
	Iteration 32Q: 3 clusters Score -1385393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1385391.000000 Penalty: 3059.608154
	Iteration 33Q: 3 clusters Score -1385391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1385391.125000 Penalty: 3059.608154
	Iteration 34Q: 3 clusters Score -1385391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1385391.375000 Penalty: 3059.608154
	Iteration 35Q: 3 clusters Score -1385391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1385391.625000 Penalty: 3059.608154
	Iteration 36Q: 3 clusters Score -1385392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1385391.375000 Penalty: 3059.608154
	Iteration 37Q: 3 clusters Score -1385391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1385391.250000 Penalty: 3059.608154
	Iteration 38Q: 3 clusters Score -1385391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1385391.625000 Penalty: 3059.608154
	Iteration 39Q: 3 clusters Score -1385392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1385391.500000 Penalty: 3059.608154
	Iteration 40F: 3 clusters Score -1385392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1385394.000000 Penalty: 3059.608154
	Iteration 41Q: 3 clusters Score -1385394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1385393.625000 Penalty: 3059.608154
	Iteration 42Q: 3 clusters Score -1385394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1385393.625000 Penalty: 3059.608154
	Iteration 43F: 3 clusters Score -1385394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -454478.375000 Penalty: 1348.188843
	Iteration 0F: 2 clusters Score -454478.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -451111.156250 Penalty: 2696.377686
	Iteration 0F: 3 clusters Score -451111.2 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -451928.843750 Penalty: 2696.377686
	Iteration 1F: 3 clusters Score -451928.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -452063.343750 Penalty: 2696.377686
	Iteration 2F: 3 clusters Score -452063.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -452138.562500 Penalty: 2696.377686
	Iteration 3Q: 3 clusters Score -452138.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -452202.531250 Penalty: 2696.377686
	Iteration 4Q: 3 clusters Score -452202.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -452244.250000 Penalty: 2696.377686
	Iteration 5Q: 3 clusters Score -452244.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -452288.750000 Penalty: 2696.377686
	Iteration 6Q: 3 clusters Score -452288.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -452326.000000 Penalty: 2696.377686
	Iteration 7Q: 3 clusters Score -452326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -452349.281250 Penalty: 2696.377686
	Iteration 8Q: 3 clusters Score -452349.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -452367.125000 Penalty: 2696.377686
	Iteration 9Q: 3 clusters Score -452367.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -452382.937500 Penalty: 2696.377686
	Iteration 10Q: 3 clusters Score -452382.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -452395.062500 Penalty: 2696.377686
	Iteration 11Q: 3 clusters Score -452395.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -452406.656250 Penalty: 2696.377686
	Iteration 12Q: 3 clusters Score -452406.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -452412.312500 Penalty: 2696.377686
	Iteration 13Q: 3 clusters Score -452412.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -452420.812500 Penalty: 2696.377686
	Iteration 14Q: 3 clusters Score -452420.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -452429.906250 Penalty: 2696.377686
	Iteration 15Q: 3 clusters Score -452429.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -452438.593750 Penalty: 2696.377686
	Iteration 16Q: 3 clusters Score -452438.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -452446.781250 Penalty: 2696.377686
	Iteration 17Q: 3 clusters Score -452446.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -452457.125000 Penalty: 2696.377686
	Iteration 18Q: 3 clusters Score -452457.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -452470.250000 Penalty: 2696.377686
	Iteration 19Q: 3 clusters Score -452470.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -452481.625000 Penalty: 2696.377686
	Iteration 20F: 3 clusters Score -452481.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -452493.906250 Penalty: 2696.377686
	Iteration 21Q: 3 clusters Score -452493.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -452507.875000 Penalty: 2696.377686
	Iteration 22Q: 3 clusters Score -452507.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -452523.750000 Penalty: 2696.377686
	Iteration 23Q: 3 clusters Score -452523.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -452548.437500 Penalty: 2696.377686
	Iteration 24Q: 3 clusters Score -452548.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -452572.062500 Penalty: 2696.377686
	Iteration 25Q: 3 clusters Score -452572.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -452590.812500 Penalty: 2696.377686
	Iteration 26Q: 3 clusters Score -452590.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -452614.250000 Penalty: 2696.377686
	Iteration 27Q: 3 clusters Score -452614.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -452650.437500 Penalty: 2696.377686
	Iteration 28Q: 3 clusters Score -452650.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -452688.437500 Penalty: 2696.377686
	Iteration 29Q: 3 clusters Score -452688.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -452735.687500 Penalty: 2696.377686
	Iteration 30Q: 3 clusters Score -452735.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -452788.843750 Penalty: 2696.377686
	Iteration 31Q: 3 clusters Score -452788.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -452857.000000 Penalty: 2696.377686
	Iteration 32Q: 3 clusters Score -452857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -452928.750000 Penalty: 2696.377686
	Iteration 33Q: 3 clusters Score -452928.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -452991.718750 Penalty: 2696.377686
	Iteration 34Q: 3 clusters Score -452991.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -453039.187500 Penalty: 2696.377686
	Iteration 35Q: 3 clusters Score -453039.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -453094.656250 Penalty: 2696.377686
	Iteration 36Q: 3 clusters Score -453094.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -453128.218750 Penalty: 2696.377686
	Iteration 37Q: 3 clusters Score -453128.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -453151.375000 Penalty: 2696.377686
	Iteration 38Q: 3 clusters Score -453151.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -453174.000000 Penalty: 2696.377686
	Iteration 39Q: 3 clusters Score -453174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -453185.718750 Penalty: 2696.377686
	Iteration 40F: 3 clusters Score -453185.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -453199.343750 Penalty: 2696.377686
	Iteration 41Q: 3 clusters Score -453199.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -453214.000000 Penalty: 2696.377686
	Iteration 42Q: 3 clusters Score -453214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -453226.375000 Penalty: 2696.377686
	Iteration 43Q: 3 clusters Score -453226.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -453235.750000 Penalty: 2696.377686
	Iteration 44Q: 3 clusters Score -453235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -453243.281250 Penalty: 2696.377686
	Iteration 45Q: 3 clusters Score -453243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -453251.843750 Penalty: 2696.377686
	Iteration 46Q: 3 clusters Score -453251.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -453255.812500 Penalty: 2696.377686
	Iteration 47Q: 3 clusters Score -453255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -453260.437500 Penalty: 2696.377686
	Iteration 48Q: 3 clusters Score -453260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -453261.718750 Penalty: 2696.377686
	Iteration 49Q: 3 clusters Score -453261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -453262.437500 Penalty: 2696.377686
	Iteration 50Q: 3 clusters Score -453262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -453264.062500 Penalty: 2696.377686
	Iteration 51Q: 3 clusters Score -453264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -453266.968750 Penalty: 2696.377686
	Iteration 52Q: 3 clusters Score -453267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -453267.625000 Penalty: 2696.377686
	Iteration 53Q: 3 clusters Score -453267.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -453267.625000 Penalty: 2696.377686
	Iteration 54F: 3 clusters Score -453267.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Entering Unmasked Estep 
Score: -1256164.500000 Penalty: 1525.561035
	Iteration 0F: 2 clusters Score -1256164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1247859.500000 Penalty: 3051.122070
	Iteration 0F: 3 clusters Score -1247860 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1250758.500000 Penalty: 3051.122070
	Iteration 1F: 3 clusters Score -1250758 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1251412.625000 Penalty: 3051.122070
	Iteration 2F: 3 clusters Score -1251413 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1252208.625000 Penalty: 3051.122070
	Iteration 3F: 3 clusters Score -1252209 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1252945.125000 Penalty: 3051.122070
	Iteration 4F: 3 clusters Score -1252945 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1253613.125000 Penalty: 3051.122070
	Iteration 5F: 3 clusters Score -1253613 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1254098.625000 Penalty: 3051.122070
	Iteration 6F: 3 clusters Score -1254099 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1254419.125000 Penalty: 3051.122070
	Iteration 7Q: 3 clusters Score -1254419 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1254652.375000 Penalty: 3051.122070
	Iteration 8Q: 3 clusters Score -1254652 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1254874.125000 Penalty: 3051.122070
	Iteration 9Q: 3 clusters Score -1254874 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1255016.875000 Penalty: 3051.122070
	Iteration 10Q: 3 clusters Score -1255017 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1255089.125000 Penalty: 3051.122070
	Iteration 11Q: 3 clusters Score -1255089 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1255138.625000 Penalty: 3051.122070
	Iteration 12Q: 3 clusters Score -1255139 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1255197.000000 Penalty: 3051.122070
	Iteration 13Q: 3 clusters Score -1255197 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1255247.500000 Penalty: 3051.122070
	Iteration 14Q: 3 clusters Score -1255248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1255303.375000 Penalty: 3051.122070
	Iteration 15Q: 3 clusters Score -1255303 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1255367.125000 Penalty: 3051.122070
	Iteration 16Q: 3 clusters Score -1255367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1255407.500000 Penalty: 3051.122070
	Iteration 17Q: 3 clusters Score -1255408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1255431.000000 Penalty: 3051.122070
	Iteration 18Q: 3 clusters Score -1255431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1255451.750000 Penalty: 3051.122070
	Iteration 19Q: 3 clusters Score -1255452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1255460.250000 Penalty: 3051.122070
	Iteration 20F: 3 clusters Score -1255460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1255477.875000 Penalty: 3051.122070
	Iteration 21Q: 3 clusters Score -1255478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1255484.250000 Penalty: 3051.122070
	Iteration 22Q: 3 clusters Score -1255484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1255492.000000 Penalty: 3051.122070
	Iteration 23Q: 3 clusters Score -1255492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1255501.625000 Penalty: 3051.122070
	Iteration 24Q: 3 clusters Score -1255502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1255508.250000 Penalty: 3051.122070
	Iteration 25Q: 3 clusters Score -1255508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1255516.625000 Penalty: 3051.122070
	Iteration 26Q: 3 clusters Score -1255517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1255519.375000 Penalty: 3051.122070
	Iteration 27Q: 3 clusters Score -1255519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1255526.750000 Penalty: 3051.122070
	Iteration 28Q: 3 clusters Score -1255527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1255526.125000 Penalty: 3051.122070
	Iteration 29Q: 3 clusters Score -1255526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1255529.500000 Penalty: 3051.122070
	Iteration 30Q: 3 clusters Score -1255530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1255533.750000 Penalty: 3051.122070
	Iteration 31Q: 3 clusters Score -1255534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1255539.000000 Penalty: 3051.122070
	Iteration 32Q: 3 clusters Score -1255539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1255546.125000 Penalty: 3051.122070
	Iteration 33Q: 3 clusters Score -1255546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1255550.000000 Penalty: 3051.122070
	Iteration 34Q: 3 clusters Score -1255550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1255556.125000 Penalty: 3051.122070
	Iteration 35Q: 3 clusters Score -1255556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1255557.125000 Penalty: 3051.122070
	Iteration 36Q: 3 clusters Score -1255557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1255555.750000 Penalty: 3051.122070
	Iteration 37Q: 3 clusters Score -1255556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1255555.625000 Penalty: 3051.122070
	Iteration 38Q: 3 clusters Score -1255556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1255560.500000 Penalty: 3051.122070
	Iteration 39Q: 3 clusters Score -1255560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1255565.375000 Penalty: 3051.122070
	Iteration 40F: 3 clusters Score -1255565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1255574.250000 Penalty: 3051.122070
	Iteration 41Q: 3 clusters Score -1255574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1255585.875000 Penalty: 3051.122070
	Iteration 42Q: 3 clusters Score -1255586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1255602.375000 Penalty: 3051.122070
	Iteration 43Q: 3 clusters Score -1255602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1255625.750000 Penalty: 3051.122070
	Iteration 44Q: 3 clusters Score -1255626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1255660.750000 Penalty: 3051.122070
	Iteration 45Q: 3 clusters Score -1255661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1255718.250000 Penalty: 3051.122070
	Iteration 46Q: 3 clusters Score -1255718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1255796.000000 Penalty: 3051.122070
	Iteration 47Q: 3 clusters Score -1255796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1255874.250000 Penalty: 3051.122070
	Iteration 48Q: 3 clusters Score -1255874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1255946.000000 Penalty: 3051.122070
	Iteration 49Q: 3 clusters Score -1255946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1255980.750000 Penalty: 3051.122070
	Iteration 50Q: 3 clusters Score -1255981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1256000.625000 Penalty: 3051.122070
	Iteration 51Q: 3 clusters Score -1256001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1256014.750000 Penalty: 3051.122070
	Iteration 52Q: 3 clusters Score -1256015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1256026.125000 Penalty: 3051.122070
	Iteration 53Q: 3 clusters Score -1256026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1256038.875000 Penalty: 3051.122070
	Iteration 54Q: 3 clusters Score -1256039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1256039.625000 Penalty: 3051.122070
	Iteration 55Q: 3 clusters Score -1256040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1256041.000000 Penalty: 3051.122070
	Iteration 56Q: 3 clusters Score -1256041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1256039.500000 Penalty: 3051.122070
	Iteration 57Q: 3 clusters Score -1256040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1256039.500000 Penalty: 3051.122070
	Iteration 58F: 3 clusters Score -1256040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Entering Unmasked Estep 
Score: -518340.281250 Penalty: 1375.160400
	Iteration 0F: 2 clusters Score -518340.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -514487.125000 Penalty: 2750.320801
	Iteration 0F: 3 clusters Score -514487.1 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -515639.093750 Penalty: 2750.320801
	Iteration 1F: 3 clusters Score -515639.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -515809.531250 Penalty: 2750.320801
	Iteration 2F: 3 clusters Score -515809.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -515922.750000 Penalty: 2750.320801
	Iteration 3F: 3 clusters Score -515922.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -516020.031250 Penalty: 2750.320801
	Iteration 4Q: 3 clusters Score -516020 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -516145.468750 Penalty: 2750.320801
	Iteration 5Q: 3 clusters Score -516145.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -516283.000000 Penalty: 2750.320801
	Iteration 6Q: 3 clusters Score -516283 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -516388.375000 Penalty: 2750.320801
	Iteration 7Q: 3 clusters Score -516388.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -516478.937500 Penalty: 2750.320801
	Iteration 8Q: 3 clusters Score -516478.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -516564.281250 Penalty: 2750.320801
	Iteration 9Q: 3 clusters Score -516564.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -516650.125000 Penalty: 2750.320801
	Iteration 10Q: 3 clusters Score -516650.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -516726.718750 Penalty: 2750.320801
	Iteration 11Q: 3 clusters Score -516726.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -516788.375000 Penalty: 2750.320801
	Iteration 12Q: 3 clusters Score -516788.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -516835.687500 Penalty: 2750.320801
	Iteration 13Q: 3 clusters Score -516835.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -516865.343750 Penalty: 2750.320801
	Iteration 14Q: 3 clusters Score -516865.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -516894.406250 Penalty: 2750.320801
	Iteration 15Q: 3 clusters Score -516894.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -516921.156250 Penalty: 2750.320801
	Iteration 16Q: 3 clusters Score -516921.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -516936.343750 Penalty: 2750.320801
	Iteration 17Q: 3 clusters Score -516936.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -516952.781250 Penalty: 2750.320801
	Iteration 18Q: 3 clusters Score -516952.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -516970.812500 Penalty: 2750.320801
	Iteration 19Q: 3 clusters Score -516970.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -517001.000000 Penalty: 2750.320801
	Iteration 20F: 3 clusters Score -517001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -517030.812500 Penalty: 2750.320801
	Iteration 21Q: 3 clusters Score -517030.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -517055.843750 Penalty: 2750.320801
	Iteration 22Q: 3 clusters Score -517055.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -517080.687500 Penalty: 2750.320801
	Iteration 23Q: 3 clusters Score -517080.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -517100.156250 Penalty: 2750.320801
	Iteration 24Q: 3 clusters Score -517100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -517115.062500 Penalty: 2750.320801
	Iteration 25Q: 3 clusters Score -517115.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -517133.000000 Penalty: 2750.320801
	Iteration 26Q: 3 clusters Score -517133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -517151.656250 Penalty: 2750.320801
	Iteration 27Q: 3 clusters Score -517151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -517160.937500 Penalty: 2750.320801
	Iteration 28Q: 3 clusters Score -517160.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -517169.875000 Penalty: 2750.320801
	Iteration 29Q: 3 clusters Score -517169.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -517178.218750 Penalty: 2750.320801
	Iteration 30Q: 3 clusters Score -517178.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -517185.531250 Penalty: 2750.320801
	Iteration 31Q: 3 clusters Score -517185.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -517192.031250 Penalty: 2750.320801
	Iteration 32Q: 3 clusters Score -517192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -517195.593750 Penalty: 2750.320801
	Iteration 33Q: 3 clusters Score -517195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -517199.781250 Penalty: 2750.320801
	Iteration 34Q: 3 clusters Score -517199.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -517199.781250 Penalty: 2750.320801
	Iteration 35F: 3 clusters Score -517199.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Entering Unmasked Estep 
Score: -2161236.500000 Penalty: 1603.443115
	Iteration 0F: 2 clusters Score -2161236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2148104.500000 Penalty: 3206.886230
	Iteration 0F: 3 clusters Score -2148104 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2153318.250000 Penalty: 3206.886230
	Iteration 1F: 3 clusters Score -2153318 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2154216.750000 Penalty: 3206.886230
	Iteration 2F: 3 clusters Score -2154217 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2155082.750000 Penalty: 3206.886230
	Iteration 3F: 3 clusters Score -2155083 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2155779.750000 Penalty: 3206.886230
	Iteration 4F: 3 clusters Score -2155780 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2156286.500000 Penalty: 3206.886230
	Iteration 5F: 3 clusters Score -2156286 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2156675.750000 Penalty: 3206.886230
	Iteration 6Q: 3 clusters Score -2156676 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2156993.000000 Penalty: 3206.886230
	Iteration 7Q: 3 clusters Score -2156993 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2157254.000000 Penalty: 3206.886230
	Iteration 8Q: 3 clusters Score -2157254 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2157502.500000 Penalty: 3206.886230
	Iteration 9Q: 3 clusters Score -2157502 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2157722.250000 Penalty: 3206.886230
	Iteration 10Q: 3 clusters Score -2157722 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2157914.750000 Penalty: 3206.886230
	Iteration 11Q: 3 clusters Score -2157915 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2158051.750000 Penalty: 3206.886230
	Iteration 12Q: 3 clusters Score -2158052 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2158166.000000 Penalty: 3206.886230
	Iteration 13Q: 3 clusters Score -2158166 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2158264.000000 Penalty: 3206.886230
	Iteration 14Q: 3 clusters Score -2158264 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2158360.750000 Penalty: 3206.886230
	Iteration 15Q: 3 clusters Score -2158361 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2158433.250000 Penalty: 3206.886230
	Iteration 16Q: 3 clusters Score -2158433 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2158500.000000 Penalty: 3206.886230
	Iteration 17Q: 3 clusters Score -2158500 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2158547.000000 Penalty: 3206.886230
	Iteration 18Q: 3 clusters Score -2158547 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2158604.500000 Penalty: 3206.886230
	Iteration 19Q: 3 clusters Score -2158604 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2158664.500000 Penalty: 3206.886230
	Iteration 20F: 3 clusters Score -2158664 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2158743.750000 Penalty: 3206.886230
	Iteration 21Q: 3 clusters Score -2158744 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2158838.750000 Penalty: 3206.886230
	Iteration 22Q: 3 clusters Score -2158839 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2158972.000000 Penalty: 3206.886230
	Iteration 23Q: 3 clusters Score -2158972 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2159174.250000 Penalty: 3206.886230
	Iteration 24Q: 3 clusters Score -2159174 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2159474.250000 Penalty: 3206.886230
	Iteration 25Q: 3 clusters Score -2159474 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2159875.000000 Penalty: 3206.886230
	Iteration 26Q: 3 clusters Score -2159875 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2160374.500000 Penalty: 3206.886230
	Iteration 27Q: 3 clusters Score -2160374 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2160896.000000 Penalty: 3206.886230
	Iteration 28Q: 3 clusters Score -2160896 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2161217.500000 Penalty: 3206.886230
	Iteration 29Q: 3 clusters Score -2161218 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2161375.250000 Penalty: 3206.886230
	Iteration 30Q: 3 clusters Score -2161375 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2161488.500000 Penalty: 3206.886230
	Iteration 31Q: 3 clusters Score -2161488 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2161532.000000 Penalty: 3206.886230
	Iteration 32Q: 3 clusters Score -2161532 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2161551.250000 Penalty: 3206.886230
	Iteration 33Q: 3 clusters Score -2161551 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2161558.500000 Penalty: 3206.886230
	Iteration 34Q: 3 clusters Score -2161558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2161568.000000 Penalty: 3206.886230
	Iteration 35Q: 3 clusters Score -2161568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2161573.500000 Penalty: 3206.886230
	Iteration 36Q: 3 clusters Score -2161574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2161574.250000 Penalty: 3206.886230
	Iteration 37Q: 3 clusters Score -2161574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2161577.250000 Penalty: 3206.886230
	Iteration 38Q: 3 clusters Score -2161577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2161581.250000 Penalty: 3206.886230
	Iteration 39Q: 3 clusters Score -2161581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2161590.750000 Penalty: 3206.886230
	Iteration 40F: 3 clusters Score -2161591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2161591.500000 Penalty: 3206.886230
	Iteration 41Q: 3 clusters Score -2161592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2161589.000000 Penalty: 3206.886230
	Iteration 42Q: 3 clusters Score -2161589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2161592.750000 Penalty: 3206.886230
	Iteration 43Q: 3 clusters Score -2161593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2161596.250000 Penalty: 3206.886230
	Iteration 44Q: 3 clusters Score -2161596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2161597.000000 Penalty: 3206.886230
	Iteration 45Q: 3 clusters Score -2161597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2161596.250000 Penalty: 3206.886230
	Iteration 46Q: 3 clusters Score -2161596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2161596.000000 Penalty: 3206.886230
	Iteration 47Q: 3 clusters Score -2161596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2161591.000000 Penalty: 3206.886230
	Iteration 48Q: 3 clusters Score -2161591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2161596.250000 Penalty: 3206.886230
	Iteration 49Q: 3 clusters Score -2161596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2161592.500000 Penalty: 3206.886230
	Iteration 50Q: 3 clusters Score -2161592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2161595.250000 Penalty: 3206.886230
	Iteration 51Q: 3 clusters Score -2161595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2161598.000000 Penalty: 3206.886230
	Iteration 52Q: 3 clusters Score -2161598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2161597.250000 Penalty: 3206.886230
	Iteration 53Q: 3 clusters Score -2161597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2161597.250000 Penalty: 3206.886230
	Iteration 54Q: 3 clusters Score -2161597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2161601.250000 Penalty: 3206.886230
	Iteration 55Q: 3 clusters Score -2161601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2161605.000000 Penalty: 3206.886230
	Iteration 56Q: 3 clusters Score -2161605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2161602.500000 Penalty: 3206.886230
	Iteration 57Q: 3 clusters Score -2161602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2161601.250000 Penalty: 3206.886230
	Iteration 58Q: 3 clusters Score -2161601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2161598.750000 Penalty: 3206.886230
	Iteration 59Q: 3 clusters Score -2161599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2161600.750000 Penalty: 3206.886230
	Iteration 60F: 3 clusters Score -2161601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 10650 members 
Mstep: Class 4 contains 6782 members 
Mstep: Class 5 contains 8529 members 
Mstep: Class 6 contains 7889 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 54122 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 13 contains 35529 members 
Mstep: Class 15 contains 12261 members 
Mstep: Class 16 contains 4010 members 
Mstep: Class 18 contains 11945 members 
Mstep: Class 19 contains 4734 members 
Mstep: Class 20 contains 11401 members 
Mstep: Class 21 contains 34661 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 20843 members 
Mstep: Class 24 contains 833 members 
Entering Unmasked Estep 
Score: -41658784.000000 Penalty: 39716.023438
Splitting cluster 20 changes total score from -41658224.000000 to -41658784.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 21 (34661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Entering Unmasked Estep 
Score: -3860604.750000 Penalty: 1698.672607
	Iteration 0F: 2 clusters Score -3860605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3837225.000000 Penalty: 3397.345215
	Iteration 0F: 3 clusters Score -3837225 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3846758.000000 Penalty: 3397.345215
	Iteration 1F: 3 clusters Score -3846758 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3848204.000000 Penalty: 3397.345215
	Iteration 2F: 3 clusters Score -3848204 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3850429.250000 Penalty: 3397.345215
	Iteration 3F: 3 clusters Score -3850429 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3853151.250000 Penalty: 3397.345215
	Iteration 4F: 3 clusters Score -3853151 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3856282.000000 Penalty: 3397.345215
	Iteration 5F: 3 clusters Score -3856282 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3858524.500000 Penalty: 3397.345215
	Iteration 6F: 3 clusters Score -3858524 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -3859435.750000 Penalty: 3397.345215
	Iteration 7F: 3 clusters Score -3859436 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3859806.000000 Penalty: 3397.345215
	Iteration 8Q: 3 clusters Score -3859806 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3859975.000000 Penalty: 3397.345215
	Iteration 9Q: 3 clusters Score -3859975 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3860098.750000 Penalty: 3397.345215
	Iteration 10Q: 3 clusters Score -3860099 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3860228.250000 Penalty: 3397.345215
	Iteration 11Q: 3 clusters Score -3860228 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3860358.250000 Penalty: 3397.345215
	Iteration 12Q: 3 clusters Score -3860358 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3860499.500000 Penalty: 3397.345215
	Iteration 13Q: 3 clusters Score -3860500 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3860657.000000 Penalty: 3397.345215
	Iteration 14Q: 3 clusters Score -3860657 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3860777.250000 Penalty: 3397.345215
	Iteration 15Q: 3 clusters Score -3860777 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3860907.000000 Penalty: 3397.345215
	Iteration 16Q: 3 clusters Score -3860907 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3861019.000000 Penalty: 3397.345215
	Iteration 17Q: 3 clusters Score -3861019 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3861128.500000 Penalty: 3397.345215
	Iteration 18Q: 3 clusters Score -3861128 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3861219.250000 Penalty: 3397.345215
	Iteration 19Q: 3 clusters Score -3861219 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3861286.750000 Penalty: 3397.345215
	Iteration 20F: 3 clusters Score -3861287 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3861337.250000 Penalty: 3397.345215
	Iteration 21Q: 3 clusters Score -3861337 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3861372.500000 Penalty: 3397.345215
	Iteration 22Q: 3 clusters Score -3861372 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3861380.750000 Penalty: 3397.345215
	Iteration 23Q: 3 clusters Score -3861381 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3861394.000000 Penalty: 3397.345215
	Iteration 24Q: 3 clusters Score -3861394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3861407.750000 Penalty: 3397.345215
	Iteration 25Q: 3 clusters Score -3861408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3861416.500000 Penalty: 3397.345215
	Iteration 26Q: 3 clusters Score -3861416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3861420.000000 Penalty: 3397.345215
	Iteration 27Q: 3 clusters Score -3861420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3861431.500000 Penalty: 3397.345215
	Iteration 28Q: 3 clusters Score -3861432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3861430.250000 Penalty: 3397.345215
	Iteration 29Q: 3 clusters Score -3861430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3861423.250000 Penalty: 3397.345215
	Iteration 30Q: 3 clusters Score -3861423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3861419.750000 Penalty: 3397.345215
	Iteration 31Q: 3 clusters Score -3861420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3861416.500000 Penalty: 3397.345215
	Iteration 32Q: 3 clusters Score -3861416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3861422.750000 Penalty: 3397.345215
	Iteration 33Q: 3 clusters Score -3861423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3861431.000000 Penalty: 3397.345215
	Iteration 34Q: 3 clusters Score -3861431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -3861432.500000 Penalty: 3397.345215
	Iteration 35Q: 3 clusters Score -3861432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3861429.500000 Penalty: 3397.345215
	Iteration 36Q: 3 clusters Score -3861430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3861436.000000 Penalty: 3397.345215
	Iteration 37Q: 3 clusters Score -3861436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3861441.000000 Penalty: 3397.345215
	Iteration 38Q: 3 clusters Score -3861441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3861440.000000 Penalty: 3397.345215
	Iteration 39Q: 3 clusters Score -3861440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -3861438.500000 Penalty: 3397.345215
	Iteration 40F: 3 clusters Score -3861438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3861437.250000 Penalty: 3397.345215
	Iteration 41Q: 3 clusters Score -3861437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3861429.500000 Penalty: 3397.345215
	Iteration 42Q: 3 clusters Score -3861430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3861434.750000 Penalty: 3397.345215
	Iteration 43Q: 3 clusters Score -3861435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3861430.250000 Penalty: 3397.345215
	Iteration 44Q: 3 clusters Score -3861430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3861431.750000 Penalty: 3397.345215
	Iteration 45Q: 3 clusters Score -3861432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3861433.750000 Penalty: 3397.345215
	Iteration 46Q: 3 clusters Score -3861434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3861433.750000 Penalty: 3397.345215
	Iteration 47F: 3 clusters Score -3861434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 10650 members 
Mstep: Class 4 contains 6782 members 
Mstep: Class 5 contains 8529 members 
Mstep: Class 6 contains 7889 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 54122 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 10 contains 29156 members 
Mstep: Class 13 contains 35529 members 
Mstep: Class 15 contains 12261 members 
Mstep: Class 16 contains 4010 members 
Mstep: Class 18 contains 11945 members 
Mstep: Class 19 contains 4734 members 
Mstep: Class 20 contains 11401 members 
Mstep: Class 21 contains 5505 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 20843 members 
Mstep: Class 24 contains 833 members 
Entering Unmasked Estep 
Score: -41659260.000000 Penalty: 41806.339844
Splitting cluster 21 changes total score from -41658224.000000 to -41659260.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 22 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -706931.312500 Penalty: 1425.044922
	Iteration 0F: 2 clusters Score -706931.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -702025.500000 Penalty: 2850.089844
	Iteration 0F: 3 clusters Score -702025.5 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -703506.000000 Penalty: 2850.089844
	Iteration 1F: 3 clusters Score -703506 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -703699.187500 Penalty: 2850.089844
	Iteration 2F: 3 clusters Score -703699.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -703843.437500 Penalty: 2850.089844
	Iteration 3Q: 3 clusters Score -703843.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -703941.812500 Penalty: 2850.089844
	Iteration 4Q: 3 clusters Score -703941.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -704040.187500 Penalty: 2850.089844
	Iteration 5Q: 3 clusters Score -704040.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -704135.375000 Penalty: 2850.089844
	Iteration 6Q: 3 clusters Score -704135.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -704214.750000 Penalty: 2850.089844
	Iteration 7Q: 3 clusters Score -704214.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -704281.437500 Penalty: 2850.089844
	Iteration 8Q: 3 clusters Score -704281.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -704369.687500 Penalty: 2850.089844
	Iteration 9Q: 3 clusters Score -704369.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -704466.187500 Penalty: 2850.089844
	Iteration 10Q: 3 clusters Score -704466.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -704577.750000 Penalty: 2850.089844
	Iteration 11Q: 3 clusters Score -704577.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -704690.687500 Penalty: 2850.089844
	Iteration 12Q: 3 clusters Score -704690.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -704809.187500 Penalty: 2850.089844
	Iteration 13Q: 3 clusters Score -704809.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -704907.437500 Penalty: 2850.089844
	Iteration 14Q: 3 clusters Score -704907.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -705000.937500 Penalty: 2850.089844
	Iteration 15Q: 3 clusters Score -705000.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -705084.937500 Penalty: 2850.089844
	Iteration 16Q: 3 clusters Score -705084.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -705169.562500 Penalty: 2850.089844
	Iteration 17Q: 3 clusters Score -705169.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -705240.250000 Penalty: 2850.089844
	Iteration 18Q: 3 clusters Score -705240.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -705316.437500 Penalty: 2850.089844
	Iteration 19Q: 3 clusters Score -705316.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -705387.625000 Penalty: 2850.089844
	Iteration 20F: 3 clusters Score -705387.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -705439.312500 Penalty: 2850.089844
	Iteration 21Q: 3 clusters Score -705439.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -705477.062500 Penalty: 2850.089844
	Iteration 22Q: 3 clusters Score -705477.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -705515.625000 Penalty: 2850.089844
	Iteration 23Q: 3 clusters Score -705515.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -705549.000000 Penalty: 2850.089844
	Iteration 24Q: 3 clusters Score -705549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -705566.562500 Penalty: 2850.089844
	Iteration 25Q: 3 clusters Score -705566.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -705589.750000 Penalty: 2850.089844
	Iteration 26Q: 3 clusters Score -705589.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -705608.562500 Penalty: 2850.089844
	Iteration 27Q: 3 clusters Score -705608.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -705625.500000 Penalty: 2850.089844
	Iteration 28Q: 3 clusters Score -705625.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -705638.250000 Penalty: 2850.089844
	Iteration 29Q: 3 clusters Score -705638.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -705647.937500 Penalty: 2850.089844
	Iteration 30Q: 3 clusters Score -705647.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -705656.250000 Penalty: 2850.089844
	Iteration 31Q: 3 clusters Score -705656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -705661.312500 Penalty: 2850.089844
	Iteration 32Q: 3 clusters Score -705661.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -705668.937500 Penalty: 2850.089844
	Iteration 33Q: 3 clusters Score -705668.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -705675.000000 Penalty: 2850.089844
	Iteration 34Q: 3 clusters Score -705675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -705676.062500 Penalty: 2850.089844
	Iteration 35Q: 3 clusters Score -705676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -705677.812500 Penalty: 2850.089844
	Iteration 36Q: 3 clusters Score -705677.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -705683.312500 Penalty: 2850.089844
	Iteration 37Q: 3 clusters Score -705683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -705686.062500 Penalty: 2850.089844
	Iteration 38Q: 3 clusters Score -705686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -705686.437500 Penalty: 2850.089844
	Iteration 39Q: 3 clusters Score -705686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -705688.625000 Penalty: 2850.089844
	Iteration 40F: 3 clusters Score -705688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -705689.062500 Penalty: 2850.089844
	Iteration 41Q: 3 clusters Score -705689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -705688.937500 Penalty: 2850.089844
	Iteration 42Q: 3 clusters Score -705688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -705689.750000 Penalty: 2850.089844
	Iteration 43Q: 3 clusters Score -705689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -705691.062500 Penalty: 2850.089844
	Iteration 44Q: 3 clusters Score -705691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -705691.062500 Penalty: 2850.089844
	Iteration 45Q: 3 clusters Score -705691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -705691.687500 Penalty: 2850.089844
	Iteration 46Q: 3 clusters Score -705691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -705693.687500 Penalty: 2850.089844
	Iteration 47Q: 3 clusters Score -705693.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -705696.062500 Penalty: 2850.089844
	Iteration 48Q: 3 clusters Score -705696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -705696.875000 Penalty: 2850.089844
	Iteration 49Q: 3 clusters Score -705696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -705700.125000 Penalty: 2850.089844
	Iteration 50Q: 3 clusters Score -705700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -705701.937500 Penalty: 2850.089844
	Iteration 51Q: 3 clusters Score -705701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -705701.875000 Penalty: 2850.089844
	Iteration 52Q: 3 clusters Score -705701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -705702.062500 Penalty: 2850.089844
	Iteration 53Q: 3 clusters Score -705702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -705704.437500 Penalty: 2850.089844
	Iteration 54Q: 3 clusters Score -705704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -705705.625000 Penalty: 2850.089844
	Iteration 55Q: 3 clusters Score -705705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -705705.625000 Penalty: 2850.089844
	Iteration 56F: 3 clusters Score -705705.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Entering Unmasked Estep 
Score: -2232894.500000 Penalty: 1616.025757
	Iteration 0F: 2 clusters Score -2232894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2218755.500000 Penalty: 3232.051514
	Iteration 0F: 3 clusters Score -2218756 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2223875.500000 Penalty: 3232.051514
	Iteration 1F: 3 clusters Score -2223876 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2224306.000000 Penalty: 3232.051514
	Iteration 2F: 3 clusters Score -2224306 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2224810.000000 Penalty: 3232.051514
	Iteration 3F: 3 clusters Score -2224810 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2225563.500000 Penalty: 3232.051514
	Iteration 4F: 3 clusters Score -2225564 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2226766.750000 Penalty: 3232.051514
	Iteration 5F: 3 clusters Score -2226767 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2228270.750000 Penalty: 3232.051514
	Iteration 6F: 3 clusters Score -2228271 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2229586.500000 Penalty: 3232.051514
	Iteration 7F: 3 clusters Score -2229586 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2230522.500000 Penalty: 3232.051514
	Iteration 8Q: 3 clusters Score -2230522 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2231046.750000 Penalty: 3232.051514
	Iteration 9Q: 3 clusters Score -2231047 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2231273.000000 Penalty: 3232.051514
	Iteration 10Q: 3 clusters Score -2231273 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2231384.250000 Penalty: 3232.051514
	Iteration 11Q: 3 clusters Score -2231384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2231454.750000 Penalty: 3232.051514
	Iteration 12Q: 3 clusters Score -2231455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2231487.750000 Penalty: 3232.051514
	Iteration 13Q: 3 clusters Score -2231488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2231512.500000 Penalty: 3232.051514
	Iteration 14Q: 3 clusters Score -2231512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2231527.000000 Penalty: 3232.051514
	Iteration 15Q: 3 clusters Score -2231527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2231537.750000 Penalty: 3232.051514
	Iteration 16Q: 3 clusters Score -2231538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2231548.250000 Penalty: 3232.051514
	Iteration 17Q: 3 clusters Score -2231548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2231552.000000 Penalty: 3232.051514
	Iteration 18Q: 3 clusters Score -2231552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2231551.250000 Penalty: 3232.051514
	Iteration 19Q: 3 clusters Score -2231551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2231551.250000 Penalty: 3232.051514
	Iteration 20F: 3 clusters Score -2231551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -75376.351562 Penalty: 1092.817993
	Iteration 0F: 2 clusters Score -75376.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74139.445312 Penalty: 2185.635986
	Iteration 0F: 3 clusters Score -74139.45 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -74769.640625 Penalty: 2185.635986
	Iteration 1F: 3 clusters Score -74769.64 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75077.828125 Penalty: 2185.635986
	Iteration 2F: 3 clusters Score -75077.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75208.054688 Penalty: 2185.635986
	Iteration 3F: 3 clusters Score -75208.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75327.335938 Penalty: 2185.635986
	Iteration 4Q: 3 clusters Score -75327.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75418.523438 Penalty: 2185.635986
	Iteration 5Q: 3 clusters Score -75418.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75492.773438 Penalty: 2185.635986
	Iteration 6Q: 3 clusters Score -75492.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75582.109375 Penalty: 2185.635986
	Iteration 7Q: 3 clusters Score -75582.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75654.328125 Penalty: 2185.635986
	Iteration 8Q: 3 clusters Score -75654.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75703.617188 Penalty: 2185.635986
	Iteration 9Q: 3 clusters Score -75703.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75741.648438 Penalty: 2185.635986
	Iteration 10Q: 3 clusters Score -75741.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75771.804688 Penalty: 2185.635986
	Iteration 11Q: 3 clusters Score -75771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75780.484375 Penalty: 2185.635986
	Iteration 12Q: 3 clusters Score -75780.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75782.804688 Penalty: 2185.635986
	Iteration 13Q: 3 clusters Score -75782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75782.804688 Penalty: 2185.635986
	Iteration 14F: 3 clusters Score -75782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 10650 members 
Mstep: Class 4 contains 6782 members 
Mstep: Class 5 contains 8529 members 
Mstep: Class 6 contains 7889 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 54122 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 10 contains 29156 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 13 contains 35529 members 
Mstep: Class 15 contains 12261 members 
Mstep: Class 16 contains 4010 members 
Mstep: Class 18 contains 11945 members 
Mstep: Class 19 contains 4734 members 
Mstep: Class 20 contains 11401 members 
Mstep: Class 21 contains 5505 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 20843 members 
Mstep: Class 24 contains 550 members 
Entering Unmasked Estep 
Score: -41658680.000000 Penalty: 43896.656250
Splitting cluster 24 changes total score from -41658224.000000 to -41658680.000000
So it's getting split into cluster 11.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 3 contains 10650 members 
Mstep: Class 4 contains 6782 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 54122 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 13 contains 35529 members 
Mstep: Class 15 contains 12261 members 
Mstep: Class 16 contains 4010 members 
Mstep: Class 18 contains 11945 members 
Mstep: Class 19 contains 4734 members 
Mstep: Class 20 contains 11401 members 
Mstep: Class 21 contains 5505 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 20843 members 
Mstep: Class 24 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41662068.000000 Penalty: 43896.656250
Iteration 39Q: 22 clusters Score -4.166207e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 134816 members 
Mstep: Class 2 contains 9445 members 
Mstep: Class 3 contains 10513 members 
Mstep: Class 4 contains 6845 members 
Mstep: Class 5 contains 8456 members 
Mstep: Class 6 contains 7190 members 
Mstep: Class 7 contains 1164 members 
Mstep: Class 8 contains 54614 members 
Mstep: Class 9 contains 10320 members 
Mstep: Class 10 contains 28661 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 13 contains 35309 members 
Mstep: Class 15 contains 12317 members 
Mstep: Class 16 contains 3941 members 
Mstep: Class 18 contains 11747 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 12109 members 
Mstep: Class 21 contains 5574 members 
Mstep: Class 22 contains 6337 members 
Mstep: Class 23 contains 21144 members 
Mstep: Class 24 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41665064.000000 Penalty: 43896.656250
Iteration 40F: 22 clusters Score -4.166506e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 133924 members 
Mstep: Class 2 contains 9861 members 
Mstep: Class 3 contains 10403 members 
Mstep: Class 4 contains 6939 members 
Mstep: Class 5 contains 8715 members 
Mstep: Class 6 contains 7315 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 54757 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 29055 members 
Mstep: Class 11 contains 371 members 
Mstep: Class 13 contains 34974 members 
Mstep: Class 15 contains 12232 members 
Mstep: Class 16 contains 3848 members 
Mstep: Class 18 contains 11311 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 12610 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 6254 members 
Mstep: Class 23 contains 21287 members 
Mstep: Class 24 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41666536.000000 Penalty: 43896.656250
Iteration 41Q: 22 clusters Score -4.166654e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 132936 members 
Mstep: Class 2 contains 10186 members 
Mstep: Class 3 contains 10302 members 
Mstep: Class 4 contains 7027 members 
Mstep: Class 5 contains 8866 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 1188 members 
Mstep: Class 8 contains 55022 members 
Mstep: Class 9 contains 10109 members 
Mstep: Class 10 contains 29341 members 
Mstep: Class 11 contains 417 members 
Mstep: Class 13 contains 34586 members 
Mstep: Class 15 contains 12189 members 
Mstep: Class 16 contains 3772 members 
Mstep: Class 18 contains 11016 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 13088 members 
Mstep: Class 21 contains 5952 members 
Mstep: Class 22 contains 6168 members 
Mstep: Class 23 contains 21469 members 
Mstep: Class 24 contains 573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667200.000000 Penalty: 43896.656250
Iteration 42Q: 22 clusters Score -4.16672e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 131945 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 10189 members 
Mstep: Class 4 contains 7117 members 
Mstep: Class 5 contains 8963 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 1194 members 
Mstep: Class 8 contains 55380 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 29601 members 
Mstep: Class 11 contains 439 members 
Mstep: Class 13 contains 34168 members 
Mstep: Class 15 contains 12135 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 18 contains 10780 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 13534 members 
Mstep: Class 21 contains 6106 members 
Mstep: Class 22 contains 6090 members 
Mstep: Class 23 contains 21669 members 
Mstep: Class 24 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41667660.000000 Penalty: 43896.656250
Iteration 43Q: 22 clusters Score -4.166766e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 130905 members 
Mstep: Class 2 contains 10850 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 7198 members 
Mstep: Class 5 contains 9042 members 
Mstep: Class 6 contains 7681 members 
Mstep: Class 7 contains 1197 members 
Mstep: Class 8 contains 55785 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 29864 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 13 contains 33760 members 
Mstep: Class 15 contains 12104 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 18 contains 10589 members 
Mstep: Class 19 contains 4052 members 
Mstep: Class 20 contains 13951 members 
Mstep: Class 21 contains 6229 members 
Mstep: Class 22 contains 6009 members 
Mstep: Class 23 contains 21880 members 
Mstep: Class 24 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41668392.000000 Penalty: 43896.656250
Iteration 44Q: 22 clusters Score -4.166839e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 129852 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 9953 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 7766 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 56198 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 30117 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 13 contains 33407 members 
Mstep: Class 15 contains 12098 members 
Mstep: Class 16 contains 3543 members 
Mstep: Class 18 contains 10432 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 14322 members 
Mstep: Class 21 contains 6360 members 
Mstep: Class 22 contains 5945 members 
Mstep: Class 23 contains 22086 members 
Mstep: Class 24 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41668668.000000 Penalty: 43896.656250
Iteration 45Q: 22 clusters Score -4.166867e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 128816 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 9832 members 
Mstep: Class 4 contains 7315 members 
Mstep: Class 5 contains 9158 members 
Mstep: Class 6 contains 7838 members 
Mstep: Class 7 contains 1204 members 
Mstep: Class 8 contains 56623 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 10 contains 30339 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 13 contains 33050 members 
Mstep: Class 15 contains 12088 members 
Mstep: Class 16 contains 3489 members 
Mstep: Class 18 contains 10310 members 
Mstep: Class 19 contains 3816 members 
Mstep: Class 20 contains 14717 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 5880 members 
Mstep: Class 23 contains 22283 members 
Mstep: Class 24 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669120.000000 Penalty: 43896.656250
Iteration 46Q: 22 clusters Score -4.166912e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 127754 members 
Mstep: Class 2 contains 11953 members 
Mstep: Class 3 contains 9720 members 
Mstep: Class 4 contains 7362 members 
Mstep: Class 5 contains 9197 members 
Mstep: Class 6 contains 7893 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 57150 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 30583 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 13 contains 32649 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 3426 members 
Mstep: Class 18 contains 10217 members 
Mstep: Class 19 contains 3717 members 
Mstep: Class 20 contains 15092 members 
Mstep: Class 21 contains 6524 members 
Mstep: Class 22 contains 5802 members 
Mstep: Class 23 contains 22463 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669468.000000 Penalty: 43896.656250
Iteration 47Q: 22 clusters Score -4.166947e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 126716 members 
Mstep: Class 2 contains 12277 members 
Mstep: Class 3 contains 9611 members 
Mstep: Class 4 contains 7402 members 
Mstep: Class 5 contains 9228 members 
Mstep: Class 6 contains 7944 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 57733 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 30792 members 
Mstep: Class 11 contains 456 members 
Mstep: Class 13 contains 32268 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 18 contains 10126 members 
Mstep: Class 19 contains 3636 members 
Mstep: Class 20 contains 15440 members 
Mstep: Class 21 contains 6589 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 22630 members 
Mstep: Class 24 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669636.000000 Penalty: 43896.656250
Iteration 48Q: 22 clusters Score -4.166964e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 12581 members 
Mstep: Class 3 contains 9491 members 
Mstep: Class 4 contains 7451 members 
Mstep: Class 5 contains 9257 members 
Mstep: Class 6 contains 7983 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 58370 members 
Mstep: Class 9 contains 10131 members 
Mstep: Class 10 contains 30995 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 13 contains 31874 members 
Mstep: Class 15 contains 12060 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 18 contains 10034 members 
Mstep: Class 19 contains 3573 members 
Mstep: Class 20 contains 15799 members 
Mstep: Class 21 contains 6643 members 
Mstep: Class 22 contains 5665 members 
Mstep: Class 23 contains 22809 members 
Mstep: Class 24 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669952.000000 Penalty: 43896.656250
Iteration 49Q: 22 clusters Score -4.166995e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124551 members 
Mstep: Class 2 contains 12887 members 
Mstep: Class 3 contains 9368 members 
Mstep: Class 4 contains 7493 members 
Mstep: Class 5 contains 9293 members 
Mstep: Class 6 contains 8020 members 
Mstep: Class 7 contains 1222 members 
Mstep: Class 8 contains 59041 members 
Mstep: Class 9 contains 10161 members 
Mstep: Class 10 contains 31209 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 13 contains 31460 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 3521 members 
Mstep: Class 20 contains 16131 members 
Mstep: Class 21 contains 6678 members 
Mstep: Class 22 contains 5602 members 
Mstep: Class 23 contains 22993 members 
Mstep: Class 24 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669904.000000 Penalty: 43896.656250
Iteration 50Q: 22 clusters Score -4.16699e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 13188 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 4 contains 7524 members 
Mstep: Class 5 contains 9322 members 
Mstep: Class 6 contains 8053 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 59732 members 
Mstep: Class 9 contains 10189 members 
Mstep: Class 10 contains 31400 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 13 contains 31066 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3173 members 
Mstep: Class 18 contains 9866 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 16437 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 5545 members 
Mstep: Class 23 contains 23171 members 
Mstep: Class 24 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669952.000000 Penalty: 43896.656250
Iteration 51Q: 22 clusters Score -4.166995e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 13475 members 
Mstep: Class 3 contains 9186 members 
Mstep: Class 4 contains 7559 members 
Mstep: Class 5 contains 9354 members 
Mstep: Class 6 contains 8081 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 60508 members 
Mstep: Class 9 contains 10235 members 
Mstep: Class 10 contains 31570 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 13 contains 30683 members 
Mstep: Class 15 contains 12078 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 18 contains 9800 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 16705 members 
Mstep: Class 21 contains 6745 members 
Mstep: Class 22 contains 5483 members 
Mstep: Class 23 contains 23334 members 
Mstep: Class 24 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669916.000000 Penalty: 43896.656250
Iteration 52Q: 22 clusters Score -4.166992e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 121284 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 9088 members 
Mstep: Class 4 contains 7586 members 
Mstep: Class 5 contains 9384 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 61294 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 31711 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 13 contains 30264 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 3074 members 
Mstep: Class 18 contains 9745 members 
Mstep: Class 19 contains 3362 members 
Mstep: Class 20 contains 16911 members 
Mstep: Class 21 contains 6775 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 23494 members 
Mstep: Class 24 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670172.000000 Penalty: 43896.656250
Iteration 53Q: 22 clusters Score -4.167017e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 14050 members 
Mstep: Class 3 contains 9009 members 
Mstep: Class 4 contains 7623 members 
Mstep: Class 5 contains 9406 members 
Mstep: Class 6 contains 8134 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 62084 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 31875 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 13 contains 29882 members 
Mstep: Class 15 contains 12111 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 18 contains 9663 members 
Mstep: Class 19 contains 3327 members 
Mstep: Class 20 contains 17130 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 23655 members 
Mstep: Class 24 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670188.000000 Penalty: 43896.656250
Iteration 54Q: 22 clusters Score -4.167019e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119053 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 8933 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 8155 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 62962 members 
Mstep: Class 9 contains 10316 members 
Mstep: Class 10 contains 32011 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 13 contains 29497 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 18 contains 9586 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 20 contains 17328 members 
Mstep: Class 21 contains 6823 members 
Mstep: Class 22 contains 5314 members 
Mstep: Class 23 contains 23803 members 
Mstep: Class 24 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670476.000000 Penalty: 43896.656250
Iteration 55Q: 22 clusters Score -4.167048e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 117830 members 
Mstep: Class 2 contains 14606 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 7701 members 
Mstep: Class 5 contains 9460 members 
Mstep: Class 6 contains 8183 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 63935 members 
Mstep: Class 9 contains 10358 members 
Mstep: Class 10 contains 32168 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 13 contains 29092 members 
Mstep: Class 15 contains 12135 members 
Mstep: Class 16 contains 2981 members 
Mstep: Class 18 contains 9500 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 17516 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 23943 members 
Mstep: Class 24 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670664.000000 Penalty: 43896.656250
Iteration 56Q: 22 clusters Score -4.167066e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 14885 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 9494 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 64947 members 
Mstep: Class 9 contains 10397 members 
Mstep: Class 10 contains 32310 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 13 contains 28646 members 
Mstep: Class 15 contains 12175 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 18 contains 9409 members 
Mstep: Class 19 contains 3228 members 
Mstep: Class 20 contains 17670 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 5186 members 
Mstep: Class 23 contains 24116 members 
Mstep: Class 24 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670668.000000 Penalty: 43896.656250
Iteration 57Q: 22 clusters Score -4.167067e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 115417 members 
Mstep: Class 2 contains 15167 members 
Mstep: Class 3 contains 8696 members 
Mstep: Class 4 contains 7764 members 
Mstep: Class 5 contains 9535 members 
Mstep: Class 6 contains 8239 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 65988 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 32415 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 13 contains 28172 members 
Mstep: Class 15 contains 12211 members 
Mstep: Class 16 contains 2908 members 
Mstep: Class 18 contains 9328 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 17803 members 
Mstep: Class 21 contains 6906 members 
Mstep: Class 22 contains 5129 members 
Mstep: Class 23 contains 24270 members 
Mstep: Class 24 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670820.000000 Penalty: 43896.656250
Iteration 58Q: 22 clusters Score -4.167082e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 15424 members 
Mstep: Class 3 contains 8635 members 
Mstep: Class 4 contains 7780 members 
Mstep: Class 5 contains 9553 members 
Mstep: Class 6 contains 8243 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 67068 members 
Mstep: Class 9 contains 10491 members 
Mstep: Class 10 contains 32543 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 13 contains 27696 members 
Mstep: Class 15 contains 12236 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 18 contains 9272 members 
Mstep: Class 19 contains 3193 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 6940 members 
Mstep: Class 22 contains 5069 members 
Mstep: Class 23 contains 24420 members 
Mstep: Class 24 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670976.000000 Penalty: 43896.656250
Iteration 59Q: 22 clusters Score -4.167098e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 113023 members 
Mstep: Class 2 contains 15701 members 
Mstep: Class 3 contains 8571 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 9558 members 
Mstep: Class 6 contains 8253 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 68155 members 
Mstep: Class 9 contains 10536 members 
Mstep: Class 10 contains 32666 members 
Mstep: Class 11 contains 425 members 
Mstep: Class 13 contains 27188 members 
Mstep: Class 15 contains 12252 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 18 contains 9221 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 18063 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 5015 members 
Mstep: Class 23 contains 24570 members 
Mstep: Class 24 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41671168.000000 Penalty: 43896.656250
Iteration 60F: 22 clusters Score -4.167117e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 111790 members 
Mstep: Class 2 contains 15980 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 7861 members 
Mstep: Class 5 contains 9564 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 69270 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 32783 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 13 contains 26692 members 
Mstep: Class 15 contains 12279 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 18 contains 9129 members 
Mstep: Class 19 contains 3147 members 
Mstep: Class 20 contains 18206 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 4961 members 
Mstep: Class 23 contains 24701 members 
Mstep: Class 24 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41671356.000000 Penalty: 43896.656250
Iteration 61Q: 22 clusters Score -4.167136e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 110552 members 
Mstep: Class 2 contains 16237 members 
Mstep: Class 3 contains 8497 members 
Mstep: Class 4 contains 7920 members 
Mstep: Class 5 contains 9577 members 
Mstep: Class 6 contains 8260 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 70400 members 
Mstep: Class 9 contains 10616 members 
Mstep: Class 10 contains 32888 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 26185 members 
Mstep: Class 15 contains 12306 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 18346 members 
Mstep: Class 21 contains 7040 members 
Mstep: Class 22 contains 4918 members 
Mstep: Class 23 contains 24856 members 
Mstep: Class 24 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41671444.000000 Penalty: 43896.656250
Iteration 62Q: 22 clusters Score -4.167144e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 109325 members 
Mstep: Class 2 contains 16488 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 8265 members 
Mstep: Class 7 contains 1324 members 
Mstep: Class 8 contains 71584 members 
Mstep: Class 9 contains 10653 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 421 members 
Mstep: Class 13 contains 25692 members 
Mstep: Class 15 contains 12323 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 3136 members 
Mstep: Class 20 contains 18493 members 
Mstep: Class 21 contains 7059 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 24996 members 
Mstep: Class 24 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41671976.000000 Penalty: 43896.656250
Iteration 63Q: 22 clusters Score -4.167198e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108048 members 
Mstep: Class 2 contains 16760 members 
Mstep: Class 3 contains 8418 members 
Mstep: Class 4 contains 8002 members 
Mstep: Class 5 contains 9574 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1335 members 
Mstep: Class 8 contains 72823 members 
Mstep: Class 9 contains 10700 members 
Mstep: Class 10 contains 33054 members 
Mstep: Class 11 contains 421 members 
Mstep: Class 13 contains 25174 members 
Mstep: Class 15 contains 12346 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 3147 members 
Mstep: Class 20 contains 18603 members 
Mstep: Class 21 contains 7091 members 
Mstep: Class 22 contains 4848 members 
Mstep: Class 23 contains 25160 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41672244.000000 Penalty: 43896.656250
Iteration 64Q: 22 clusters Score -4.167224e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 106683 members 
Mstep: Class 2 contains 17032 members 
Mstep: Class 3 contains 8374 members 
Mstep: Class 4 contains 8037 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 74204 members 
Mstep: Class 9 contains 10747 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 24574 members 
Mstep: Class 15 contains 12374 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 18 contains 8714 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 18723 members 
Mstep: Class 21 contains 7116 members 
Mstep: Class 22 contains 4822 members 
Mstep: Class 23 contains 25315 members 
Mstep: Class 24 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41672600.000000 Penalty: 43896.656250
Iteration 65Q: 22 clusters Score -4.16726e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 17299 members 
Mstep: Class 3 contains 8344 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 8295 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 75635 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 33170 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 23949 members 
Mstep: Class 15 contains 12395 members 
Mstep: Class 16 contains 2618 members 
Mstep: Class 18 contains 8662 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 18842 members 
Mstep: Class 21 contains 7125 members 
Mstep: Class 22 contains 4803 members 
Mstep: Class 23 contains 25446 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41672832.000000 Penalty: 43896.656250
Iteration 66Q: 22 clusters Score -4.167283e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 17559 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 77090 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 33202 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 23345 members 
Mstep: Class 15 contains 12436 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 18 contains 8619 members 
Mstep: Class 19 contains 3193 members 
Mstep: Class 20 contains 18942 members 
Mstep: Class 21 contains 7146 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 25601 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673348.000000 Penalty: 43896.656250
Iteration 67Q: 22 clusters Score -4.167335e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 17790 members 
Mstep: Class 3 contains 8243 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 78613 members 
Mstep: Class 9 contains 10875 members 
Mstep: Class 10 contains 33218 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 15 contains 12459 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 18 contains 8576 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 19045 members 
Mstep: Class 21 contains 7178 members 
Mstep: Class 22 contains 4758 members 
Mstep: Class 23 contains 25780 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673716.000000 Penalty: 43896.656250
Iteration 68Q: 22 clusters Score -4.167372e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 18015 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 9567 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 80200 members 
Mstep: Class 9 contains 10928 members 
Mstep: Class 10 contains 33259 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 22002 members 
Mstep: Class 15 contains 12492 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 18 contains 8549 members 
Mstep: Class 19 contains 3214 members 
Mstep: Class 20 contains 19130 members 
Mstep: Class 21 contains 7196 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 25964 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674148.000000 Penalty: 43896.656250
Iteration 69Q: 22 clusters Score -4.167415e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 18211 members 
Mstep: Class 3 contains 8143 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 8342 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 81867 members 
Mstep: Class 9 contains 11006 members 
Mstep: Class 10 contains 33287 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 21286 members 
Mstep: Class 15 contains 12500 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 18 contains 8537 members 
Mstep: Class 19 contains 3234 members 
Mstep: Class 20 contains 19192 members 
Mstep: Class 21 contains 7219 members 
Mstep: Class 22 contains 4711 members 
Mstep: Class 23 contains 26150 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674448.000000 Penalty: 43896.656250
Iteration 70Q: 22 clusters Score -4.167445e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 18402 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 9504 members 
Mstep: Class 6 contains 8349 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 83688 members 
Mstep: Class 9 contains 11078 members 
Mstep: Class 10 contains 33288 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 13 contains 20538 members 
Mstep: Class 15 contains 12514 members 
Mstep: Class 16 contains 2490 members 
Mstep: Class 18 contains 8524 members 
Mstep: Class 19 contains 3251 members 
Mstep: Class 20 contains 19244 members 
Mstep: Class 21 contains 7236 members 
Mstep: Class 22 contains 4682 members 
Mstep: Class 23 contains 26353 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674992.000000 Penalty: 43896.656250
Iteration 71Q: 22 clusters Score -4.167499e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 18584 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 9466 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 85603 members 
Mstep: Class 9 contains 11172 members 
Mstep: Class 10 contains 33258 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 13 contains 19736 members 
Mstep: Class 15 contains 12538 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 3279 members 
Mstep: Class 20 contains 19276 members 
Mstep: Class 21 contains 7235 members 
Mstep: Class 22 contains 4638 members 
Mstep: Class 23 contains 26559 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41675236.000000 Penalty: 43896.656250
Iteration 72Q: 22 clusters Score -4.167524e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95103 members 
Mstep: Class 2 contains 18732 members 
Mstep: Class 3 contains 7932 members 
Mstep: Class 4 contains 8069 members 
Mstep: Class 5 contains 9423 members 
Mstep: Class 6 contains 8368 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 87578 members 
Mstep: Class 9 contains 11280 members 
Mstep: Class 10 contains 33232 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 13 contains 18928 members 
Mstep: Class 15 contains 12542 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 18 contains 8516 members 
Mstep: Class 19 contains 3300 members 
Mstep: Class 20 contains 19314 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 26785 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41675684.000000 Penalty: 43896.656250
Iteration 73Q: 22 clusters Score -4.167568e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 18855 members 
Mstep: Class 3 contains 7851 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 8380 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 90182 members 
Mstep: Class 9 contains 11405 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 13 contains 17983 members 
Mstep: Class 15 contains 12547 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 18 contains 8519 members 
Mstep: Class 19 contains 3314 members 
Mstep: Class 20 contains 19321 members 
Mstep: Class 21 contains 7265 members 
Mstep: Class 22 contains 4560 members 
Mstep: Class 23 contains 27018 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41675852.000000 Penalty: 43896.656250
Iteration 74Q: 22 clusters Score -4.167585e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 18975 members 
Mstep: Class 3 contains 7737 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 9352 members 
Mstep: Class 6 contains 8409 members 
Mstep: Class 7 contains 1497 members 
Mstep: Class 8 contains 93606 members 
Mstep: Class 9 contains 11545 members 
Mstep: Class 10 contains 32887 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 13 contains 16779 members 
Mstep: Class 15 contains 12537 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 18 contains 8511 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 19290 members 
Mstep: Class 21 contains 7276 members 
Mstep: Class 22 contains 4527 members 
Mstep: Class 23 contains 27283 members 
Mstep: Class 24 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41676220.000000 Penalty: 43896.656250
Iteration 75Q: 22 clusters Score -4.167622e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 19063 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 8090 members 
Mstep: Class 5 contains 9287 members 
Mstep: Class 6 contains 8439 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 98128 members 
Mstep: Class 9 contains 11705 members 
Mstep: Class 10 contains 32584 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 15 contains 12508 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 19245 members 
Mstep: Class 21 contains 7270 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 27602 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41676600.000000 Penalty: 43896.656250
Iteration 76Q: 22 clusters Score -4.16766e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 19109 members 
Mstep: Class 3 contains 7298 members 
Mstep: Class 4 contains 8128 members 
Mstep: Class 5 contains 9187 members 
Mstep: Class 6 contains 8474 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 103797 members 
Mstep: Class 9 contains 11865 members 
Mstep: Class 10 contains 32235 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 13 contains 13840 members 
Mstep: Class 15 contains 12486 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 18 contains 8493 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 19181 members 
Mstep: Class 21 contains 7279 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 27999 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41677344.000000 Penalty: 43896.656250
Iteration 77Q: 22 clusters Score -4.167734e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 19143 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 8164 members 
Mstep: Class 5 contains 9045 members 
Mstep: Class 6 contains 8509 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 110635 members 
Mstep: Class 9 contains 12025 members 
Mstep: Class 10 contains 31853 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 13 contains 12196 members 
Mstep: Class 15 contains 12470 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 18 contains 8450 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 19150 members 
Mstep: Class 21 contains 7300 members 
Mstep: Class 22 contains 4336 members 
Mstep: Class 23 contains 28464 members 
Mstep: Class 24 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41677648.000000 Penalty: 43896.656250
Iteration 78Q: 22 clusters Score -4.167765e+07 nChanged 11368
Entering ConstructFrom: 
Score: -41677648.000000 Penalty: 43896.656250
Entering ConstructFrom: 
Trying to split cluster 1 (72674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Entering Unmasked Estep 
Score: -8066681.500000 Penalty: 1818.982544
	Iteration 0F: 2 clusters Score -8066682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -8018001.000000 Penalty: 3637.965088
	Iteration 0F: 3 clusters Score -8018001 nChanged 34585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -8038305.000000 Penalty: 3637.965088
	Iteration 1F: 3 clusters Score -8038305 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -8039674.500000 Penalty: 3637.965088
	Iteration 2Q: 3 clusters Score -8039674 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -8041563.500000 Penalty: 3637.965088
	Iteration 3F: 3 clusters Score -8041564 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -8044155.500000 Penalty: 3637.965088
	Iteration 4F: 3 clusters Score -8044156 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -8047385.000000 Penalty: 3637.965088
	Iteration 5F: 3 clusters Score -8047385 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -8050847.500000 Penalty: 3637.965088
	Iteration 6F: 3 clusters Score -8050848 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -8054003.000000 Penalty: 3637.965088
	Iteration 7F: 3 clusters Score -8054003 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -8056149.000000 Penalty: 3637.965088
	Iteration 8Q: 3 clusters Score -8056149 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -8057297.500000 Penalty: 3637.965088
	Iteration 9Q: 3 clusters Score -8057298 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -8057814.500000 Penalty: 3637.965088
	Iteration 10Q: 3 clusters Score -8057814 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -8058212.500000 Penalty: 3637.965088
	Iteration 11Q: 3 clusters Score -8058212 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -8058528.500000 Penalty: 3637.965088
	Iteration 12Q: 3 clusters Score -8058528 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -8058796.500000 Penalty: 3637.965088
	Iteration 13Q: 3 clusters Score -8058796 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -8059048.000000 Penalty: 3637.965088
	Iteration 14Q: 3 clusters Score -8059048 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -8059227.500000 Penalty: 3637.965088
	Iteration 15Q: 3 clusters Score -8059228 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -8059434.500000 Penalty: 3637.965088
	Iteration 16Q: 3 clusters Score -8059434 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -8059733.500000 Penalty: 3637.965088
	Iteration 17Q: 3 clusters Score -8059734 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -8060062.500000 Penalty: 3637.965088
	Iteration 18Q: 3 clusters Score -8060062 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -8060370.500000 Penalty: 3637.965088
	Iteration 19Q: 3 clusters Score -8060370 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -8060655.500000 Penalty: 3637.965088
	Iteration 20F: 3 clusters Score -8060656 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -8060923.000000 Penalty: 3637.965088
	Iteration 21Q: 3 clusters Score -8060923 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -8061152.500000 Penalty: 3637.965088
	Iteration 22Q: 3 clusters Score -8061152 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -8061438.500000 Penalty: 3637.965088
	Iteration 23Q: 3 clusters Score -8061438 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -8061760.000000 Penalty: 3637.965088
	Iteration 24Q: 3 clusters Score -8061760 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -8062029.000000 Penalty: 3637.965088
	Iteration 25Q: 3 clusters Score -8062029 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -8062292.500000 Penalty: 3637.965088
	Iteration 26Q: 3 clusters Score -8062292 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -8062572.500000 Penalty: 3637.965088
	Iteration 27Q: 3 clusters Score -8062572 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -8062849.500000 Penalty: 3637.965088
	Iteration 28Q: 3 clusters Score -8062850 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -8063106.000000 Penalty: 3637.965088
	Iteration 29Q: 3 clusters Score -8063106 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -8063395.000000 Penalty: 3637.965088
	Iteration 30Q: 3 clusters Score -8063395 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -8063614.000000 Penalty: 3637.965088
	Iteration 31Q: 3 clusters Score -8063614 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -8063850.000000 Penalty: 3637.965088
	Iteration 32Q: 3 clusters Score -8063850 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -8064054.000000 Penalty: 3637.965088
	Iteration 33Q: 3 clusters Score -8064054 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -8064227.000000 Penalty: 3637.965088
	Iteration 34Q: 3 clusters Score -8064227 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -8064401.000000 Penalty: 3637.965088
	Iteration 35Q: 3 clusters Score -8064401 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -8064550.000000 Penalty: 3637.965088
	Iteration 36Q: 3 clusters Score -8064550 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -8064664.000000 Penalty: 3637.965088
	Iteration 37Q: 3 clusters Score -8064664 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -8064780.000000 Penalty: 3637.965088
	Iteration 38Q: 3 clusters Score -8064780 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -8064860.000000 Penalty: 3637.965088
	Iteration 39Q: 3 clusters Score -8064860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -8064919.500000 Penalty: 3637.965088
	Iteration 40F: 3 clusters Score -8064920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -8064965.000000 Penalty: 3637.965088
	Iteration 41Q: 3 clusters Score -8064965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -8064990.500000 Penalty: 3637.965088
	Iteration 42Q: 3 clusters Score -8064990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
Score: -8065028.500000 Penalty: 3637.965088
	Iteration 43Q: 3 clusters Score -8065028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -8065046.000000 Penalty: 3637.965088
	Iteration 44Q: 3 clusters Score -8065046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -8065044.000000 Penalty: 3637.965088
	Iteration 45Q: 3 clusters Score -8065044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -8065049.500000 Penalty: 3637.965088
	Iteration 46Q: 3 clusters Score -8065050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -8065068.500000 Penalty: 3637.965088
	Iteration 47Q: 3 clusters Score -8065068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -8065066.000000 Penalty: 3637.965088
	Iteration 48Q: 3 clusters Score -8065066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -8065084.000000 Penalty: 3637.965088
	Iteration 49Q: 3 clusters Score -8065084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -8065087.000000 Penalty: 3637.965088
	Iteration 50Q: 3 clusters Score -8065087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -8065097.500000 Penalty: 3637.965088
	Iteration 51Q: 3 clusters Score -8065098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -8065102.500000 Penalty: 3637.965088
	Iteration 52Q: 3 clusters Score -8065102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 72023 members 
Entering Unmasked Estep 
Score: -8065102.000000 Penalty: 3637.965088
	Iteration 53Q: 3 clusters Score -8065102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -8065104.000000 Penalty: 3637.965088
	Iteration 54Q: 3 clusters Score -8065104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -8065103.000000 Penalty: 3637.965088
	Iteration 55Q: 3 clusters Score -8065103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -8065108.000000 Penalty: 3637.965088
	Iteration 56Q: 3 clusters Score -8065108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -8065113.000000 Penalty: 3637.965088
	Iteration 57Q: 3 clusters Score -8065113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -8065114.000000 Penalty: 3637.965088
	Iteration 58Q: 3 clusters Score -8065114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -8065110.500000 Penalty: 3637.965088
	Iteration 59Q: 3 clusters Score -8065110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -8065116.500000 Penalty: 3637.965088
	Iteration 60F: 3 clusters Score -8065116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -8065117.000000 Penalty: 3637.965088
	Iteration 61Q: 3 clusters Score -8065117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -8065115.000000 Penalty: 3637.965088
	Iteration 62Q: 3 clusters Score -8065115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -8065118.000000 Penalty: 3637.965088
	Iteration 63Q: 3 clusters Score -8065118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -8065122.000000 Penalty: 3637.965088
	Iteration 64Q: 3 clusters Score -8065122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -8065122.500000 Penalty: 3637.965088
	Iteration 65Q: 3 clusters Score -8065122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -8065123.000000 Penalty: 3637.965088
	Iteration 66Q: 3 clusters Score -8065123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -8065130.000000 Penalty: 3637.965088
	Iteration 67Q: 3 clusters Score -8065130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -8065139.000000 Penalty: 3637.965088
	Iteration 68Q: 3 clusters Score -8065139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -8065138.500000 Penalty: 3637.965088
	Iteration 69Q: 3 clusters Score -8065138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -8065136.000000 Penalty: 3637.965088
	Iteration 70Q: 3 clusters Score -8065136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -8065136.000000 Penalty: 3637.965088
	Iteration 71F: 3 clusters Score -8065136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Entering Unmasked Estep 
Score: -2166762.250000 Penalty: 1602.564697
	Iteration 0F: 2 clusters Score -2166762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2153643.500000 Penalty: 3205.129395
	Iteration 0F: 3 clusters Score -2153644 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2158251.750000 Penalty: 3205.129395
	Iteration 1F: 3 clusters Score -2158252 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2158515.500000 Penalty: 3205.129395
	Iteration 2Q: 3 clusters Score -2158516 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2158774.750000 Penalty: 3205.129395
	Iteration 3Q: 3 clusters Score -2158775 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2158989.000000 Penalty: 3205.129395
	Iteration 4Q: 3 clusters Score -2158989 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2159209.750000 Penalty: 3205.129395
	Iteration 5Q: 3 clusters Score -2159210 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2159438.500000 Penalty: 3205.129395
	Iteration 6Q: 3 clusters Score -2159438 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2159711.500000 Penalty: 3205.129395
	Iteration 7Q: 3 clusters Score -2159712 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2159998.750000 Penalty: 3205.129395
	Iteration 8Q: 3 clusters Score -2159999 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2160357.750000 Penalty: 3205.129395
	Iteration 9Q: 3 clusters Score -2160358 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2160815.250000 Penalty: 3205.129395
	Iteration 10Q: 3 clusters Score -2160815 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2161410.750000 Penalty: 3205.129395
	Iteration 11Q: 3 clusters Score -2161411 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2162141.000000 Penalty: 3205.129395
	Iteration 12Q: 3 clusters Score -2162141 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2162882.000000 Penalty: 3205.129395
	Iteration 13F: 3 clusters Score -2162882 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2163428.500000 Penalty: 3205.129395
	Iteration 14Q: 3 clusters Score -2163428 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2163762.250000 Penalty: 3205.129395
	Iteration 15Q: 3 clusters Score -2163762 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2163960.250000 Penalty: 3205.129395
	Iteration 16Q: 3 clusters Score -2163960 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2164046.000000 Penalty: 3205.129395
	Iteration 17Q: 3 clusters Score -2164046 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2164120.000000 Penalty: 3205.129395
	Iteration 18Q: 3 clusters Score -2164120 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2164200.250000 Penalty: 3205.129395
	Iteration 19Q: 3 clusters Score -2164200 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2164245.750000 Penalty: 3205.129395
	Iteration 20F: 3 clusters Score -2164246 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2164314.500000 Penalty: 3205.129395
	Iteration 21Q: 3 clusters Score -2164314 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2164381.250000 Penalty: 3205.129395
	Iteration 22Q: 3 clusters Score -2164381 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2164447.750000 Penalty: 3205.129395
	Iteration 23Q: 3 clusters Score -2164448 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2164518.750000 Penalty: 3205.129395
	Iteration 24Q: 3 clusters Score -2164519 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2164585.500000 Penalty: 3205.129395
	Iteration 25Q: 3 clusters Score -2164586 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2164636.000000 Penalty: 3205.129395
	Iteration 26Q: 3 clusters Score -2164636 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2164694.000000 Penalty: 3205.129395
	Iteration 27Q: 3 clusters Score -2164694 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2164751.000000 Penalty: 3205.129395
	Iteration 28Q: 3 clusters Score -2164751 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2164797.750000 Penalty: 3205.129395
	Iteration 29Q: 3 clusters Score -2164798 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2164846.750000 Penalty: 3205.129395
	Iteration 30Q: 3 clusters Score -2164847 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2164886.750000 Penalty: 3205.129395
	Iteration 31Q: 3 clusters Score -2164887 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2164925.750000 Penalty: 3205.129395
	Iteration 32Q: 3 clusters Score -2164926 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2164954.500000 Penalty: 3205.129395
	Iteration 33Q: 3 clusters Score -2164954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2164994.250000 Penalty: 3205.129395
	Iteration 34Q: 3 clusters Score -2164994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2165037.250000 Penalty: 3205.129395
	Iteration 35Q: 3 clusters Score -2165037 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2165064.500000 Penalty: 3205.129395
	Iteration 36Q: 3 clusters Score -2165064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2165105.500000 Penalty: 3205.129395
	Iteration 37Q: 3 clusters Score -2165106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2165123.250000 Penalty: 3205.129395
	Iteration 38Q: 3 clusters Score -2165123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2165145.500000 Penalty: 3205.129395
	Iteration 39Q: 3 clusters Score -2165146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2165175.250000 Penalty: 3205.129395
	Iteration 40F: 3 clusters Score -2165175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2165202.250000 Penalty: 3205.129395
	Iteration 41Q: 3 clusters Score -2165202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2165234.750000 Penalty: 3205.129395
	Iteration 42Q: 3 clusters Score -2165235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2165251.000000 Penalty: 3205.129395
	Iteration 43Q: 3 clusters Score -2165251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2165272.250000 Penalty: 3205.129395
	Iteration 44Q: 3 clusters Score -2165272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2165297.750000 Penalty: 3205.129395
	Iteration 45Q: 3 clusters Score -2165298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2165312.750000 Penalty: 3205.129395
	Iteration 46Q: 3 clusters Score -2165313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2165318.750000 Penalty: 3205.129395
	Iteration 47Q: 3 clusters Score -2165319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2165325.000000 Penalty: 3205.129395
	Iteration 48Q: 3 clusters Score -2165325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2165327.500000 Penalty: 3205.129395
	Iteration 49Q: 3 clusters Score -2165328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2165335.000000 Penalty: 3205.129395
	Iteration 50Q: 3 clusters Score -2165335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2165343.750000 Penalty: 3205.129395
	Iteration 51Q: 3 clusters Score -2165344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2165346.250000 Penalty: 3205.129395
	Iteration 52Q: 3 clusters Score -2165346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2165349.750000 Penalty: 3205.129395
	Iteration 53Q: 3 clusters Score -2165350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2165355.250000 Penalty: 3205.129395
	Iteration 54Q: 3 clusters Score -2165355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2165362.750000 Penalty: 3205.129395
	Iteration 55Q: 3 clusters Score -2165363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2165370.000000 Penalty: 3205.129395
	Iteration 56Q: 3 clusters Score -2165370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2165375.250000 Penalty: 3205.129395
	Iteration 57Q: 3 clusters Score -2165375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2165382.750000 Penalty: 3205.129395
	Iteration 58Q: 3 clusters Score -2165383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2165386.250000 Penalty: 3205.129395
	Iteration 59Q: 3 clusters Score -2165386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2165390.750000 Penalty: 3205.129395
	Iteration 60F: 3 clusters Score -2165391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2165393.500000 Penalty: 3205.129395
	Iteration 61Q: 3 clusters Score -2165394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2165397.750000 Penalty: 3205.129395
	Iteration 62Q: 3 clusters Score -2165398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2165405.500000 Penalty: 3205.129395
	Iteration 63Q: 3 clusters Score -2165406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2165409.000000 Penalty: 3205.129395
	Iteration 64Q: 3 clusters Score -2165409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2165408.750000 Penalty: 3205.129395
	Iteration 65Q: 3 clusters Score -2165409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2165411.000000 Penalty: 3205.129395
	Iteration 66Q: 3 clusters Score -2165411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2165420.750000 Penalty: 3205.129395
	Iteration 67Q: 3 clusters Score -2165421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2165421.500000 Penalty: 3205.129395
	Iteration 68Q: 3 clusters Score -2165422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2165421.250000 Penalty: 3205.129395
	Iteration 69Q: 3 clusters Score -2165421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2165423.750000 Penalty: 3205.129395
	Iteration 70Q: 3 clusters Score -2165424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2165424.250000 Penalty: 3205.129395
	Iteration 71Q: 3 clusters Score -2165424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2165424.250000 Penalty: 3205.129395
	Iteration 72Q: 3 clusters Score -2165424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2165424.250000 Penalty: 3205.129395
	Iteration 73F: 3 clusters Score -2165424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -732095.875000 Penalty: 1429.282104
	Iteration 0F: 2 clusters Score -732095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -727082.500000 Penalty: 2858.564209
	Iteration 0F: 3 clusters Score -727082.5 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -728525.437500 Penalty: 2858.564209
	Iteration 1F: 3 clusters Score -728525.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -728708.875000 Penalty: 2858.564209
	Iteration 2F: 3 clusters Score -728708.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -728839.500000 Penalty: 2858.564209
	Iteration 3Q: 3 clusters Score -728839.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -728938.562500 Penalty: 2858.564209
	Iteration 4Q: 3 clusters Score -728938.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -729015.250000 Penalty: 2858.564209
	Iteration 5Q: 3 clusters Score -729015.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -729098.437500 Penalty: 2858.564209
	Iteration 6Q: 3 clusters Score -729098.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -729185.187500 Penalty: 2858.564209
	Iteration 7Q: 3 clusters Score -729185.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -729277.500000 Penalty: 2858.564209
	Iteration 8Q: 3 clusters Score -729277.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -729388.437500 Penalty: 2858.564209
	Iteration 9Q: 3 clusters Score -729388.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -729523.625000 Penalty: 2858.564209
	Iteration 10Q: 3 clusters Score -729523.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -729684.625000 Penalty: 2858.564209
	Iteration 11Q: 3 clusters Score -729684.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -729882.625000 Penalty: 2858.564209
	Iteration 12Q: 3 clusters Score -729882.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -730084.312500 Penalty: 2858.564209
	Iteration 13Q: 3 clusters Score -730084.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -730288.625000 Penalty: 2858.564209
	Iteration 14Q: 3 clusters Score -730288.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -730462.562500 Penalty: 2858.564209
	Iteration 15Q: 3 clusters Score -730462.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -730585.500000 Penalty: 2858.564209
	Iteration 16Q: 3 clusters Score -730585.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -730668.125000 Penalty: 2858.564209
	Iteration 17Q: 3 clusters Score -730668.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -730712.625000 Penalty: 2858.564209
	Iteration 18Q: 3 clusters Score -730712.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -730745.937500 Penalty: 2858.564209
	Iteration 19Q: 3 clusters Score -730745.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -730764.750000 Penalty: 2858.564209
	Iteration 20F: 3 clusters Score -730764.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -730781.375000 Penalty: 2858.564209
	Iteration 21Q: 3 clusters Score -730781.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -730793.187500 Penalty: 2858.564209
	Iteration 22Q: 3 clusters Score -730793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -730795.187500 Penalty: 2858.564209
	Iteration 23Q: 3 clusters Score -730795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -730801.625000 Penalty: 2858.564209
	Iteration 24Q: 3 clusters Score -730801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -730809.000000 Penalty: 2858.564209
	Iteration 25Q: 3 clusters Score -730809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -730817.437500 Penalty: 2858.564209
	Iteration 26Q: 3 clusters Score -730817.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -730826.187500 Penalty: 2858.564209
	Iteration 27Q: 3 clusters Score -730826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -730829.187500 Penalty: 2858.564209
	Iteration 28Q: 3 clusters Score -730829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -730833.812500 Penalty: 2858.564209
	Iteration 29Q: 3 clusters Score -730833.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -730844.750000 Penalty: 2858.564209
	Iteration 30Q: 3 clusters Score -730844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -730852.312500 Penalty: 2858.564209
	Iteration 31Q: 3 clusters Score -730852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -730855.312500 Penalty: 2858.564209
	Iteration 32Q: 3 clusters Score -730855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -730859.250000 Penalty: 2858.564209
	Iteration 33Q: 3 clusters Score -730859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -730860.750000 Penalty: 2858.564209
	Iteration 34Q: 3 clusters Score -730860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -730863.187500 Penalty: 2858.564209
	Iteration 35Q: 3 clusters Score -730863.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -730863.187500 Penalty: 2858.564209
	Iteration 36F: 3 clusters Score -730863.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Entering Unmasked Estep 
Score: -887717.687500 Penalty: 1465.045288
	Iteration 0F: 2 clusters Score -887717.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -881712.375000 Penalty: 2930.090576
	Iteration 0F: 3 clusters Score -881712.4 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -884186.812500 Penalty: 2930.090576
	Iteration 1F: 3 clusters Score -884186.8 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -885161.500000 Penalty: 2930.090576
	Iteration 2F: 3 clusters Score -885161.5 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -885963.375000 Penalty: 2930.090576
	Iteration 3F: 3 clusters Score -885963.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -886501.875000 Penalty: 2930.090576
	Iteration 4F: 3 clusters Score -886501.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -886810.437500 Penalty: 2930.090576
	Iteration 5F: 3 clusters Score -886810.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -886963.375000 Penalty: 2930.090576
	Iteration 6Q: 3 clusters Score -886963.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -887035.875000 Penalty: 2930.090576
	Iteration 7Q: 3 clusters Score -887035.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -887098.687500 Penalty: 2930.090576
	Iteration 8Q: 3 clusters Score -887098.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -887142.062500 Penalty: 2930.090576
	Iteration 9Q: 3 clusters Score -887142.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -887171.000000 Penalty: 2930.090576
	Iteration 10Q: 3 clusters Score -887171 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -887201.437500 Penalty: 2930.090576
	Iteration 11Q: 3 clusters Score -887201.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -887236.375000 Penalty: 2930.090576
	Iteration 12Q: 3 clusters Score -887236.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -887274.000000 Penalty: 2930.090576
	Iteration 13Q: 3 clusters Score -887274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -887300.562500 Penalty: 2930.090576
	Iteration 14Q: 3 clusters Score -887300.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -887324.250000 Penalty: 2930.090576
	Iteration 15Q: 3 clusters Score -887324.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -887342.375000 Penalty: 2930.090576
	Iteration 16Q: 3 clusters Score -887342.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -887362.875000 Penalty: 2930.090576
	Iteration 17Q: 3 clusters Score -887362.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -887380.875000 Penalty: 2930.090576
	Iteration 18Q: 3 clusters Score -887380.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -887396.500000 Penalty: 2930.090576
	Iteration 19Q: 3 clusters Score -887396.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -887408.312500 Penalty: 2930.090576
	Iteration 20F: 3 clusters Score -887408.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -887417.000000 Penalty: 2930.090576
	Iteration 21Q: 3 clusters Score -887417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -887426.500000 Penalty: 2930.090576
	Iteration 22Q: 3 clusters Score -887426.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -887437.187500 Penalty: 2930.090576
	Iteration 23Q: 3 clusters Score -887437.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -887450.062500 Penalty: 2930.090576
	Iteration 24Q: 3 clusters Score -887450.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -887458.500000 Penalty: 2930.090576
	Iteration 25Q: 3 clusters Score -887458.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -887471.687500 Penalty: 2930.090576
	Iteration 26Q: 3 clusters Score -887471.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -887485.000000 Penalty: 2930.090576
	Iteration 27Q: 3 clusters Score -887485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -887493.250000 Penalty: 2930.090576
	Iteration 28Q: 3 clusters Score -887493.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -887497.312500 Penalty: 2930.090576
	Iteration 29Q: 3 clusters Score -887497.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -887502.500000 Penalty: 2930.090576
	Iteration 30Q: 3 clusters Score -887502.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -887514.312500 Penalty: 2930.090576
	Iteration 31Q: 3 clusters Score -887514.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -887520.062500 Penalty: 2930.090576
	Iteration 32Q: 3 clusters Score -887520.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -887528.625000 Penalty: 2930.090576
	Iteration 33Q: 3 clusters Score -887528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -887538.625000 Penalty: 2930.090576
	Iteration 34Q: 3 clusters Score -887538.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -887542.937500 Penalty: 2930.090576
	Iteration 35Q: 3 clusters Score -887542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -887546.125000 Penalty: 2930.090576
	Iteration 36Q: 3 clusters Score -887546.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -887551.500000 Penalty: 2930.090576
	Iteration 37Q: 3 clusters Score -887551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -887551.812500 Penalty: 2930.090576
	Iteration 38Q: 3 clusters Score -887551.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -887559.062500 Penalty: 2930.090576
	Iteration 39Q: 3 clusters Score -887559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -887560.500000 Penalty: 2930.090576
	Iteration 40F: 3 clusters Score -887560.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -887560.062500 Penalty: 2930.090576
	Iteration 41Q: 3 clusters Score -887560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -887558.875000 Penalty: 2930.090576
	Iteration 42Q: 3 clusters Score -887558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -887558.875000 Penalty: 2930.090576
	Iteration 43F: 3 clusters Score -887558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Entering Unmasked Estep 
Score: -908993.375000 Penalty: 1477.158203
	Iteration 0F: 2 clusters Score -908993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -902541.812500 Penalty: 2954.316406
	Iteration 0F: 3 clusters Score -902541.8 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -904516.812500 Penalty: 2954.316406
	Iteration 1F: 3 clusters Score -904516.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -904755.562500 Penalty: 2954.316406
	Iteration 2F: 3 clusters Score -904755.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -905040.187500 Penalty: 2954.316406
	Iteration 3F: 3 clusters Score -905040.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -905324.125000 Penalty: 2954.316406
	Iteration 4F: 3 clusters Score -905324.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -905562.187500 Penalty: 2954.316406
	Iteration 5Q: 3 clusters Score -905562.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -905840.000000 Penalty: 2954.316406
	Iteration 6Q: 3 clusters Score -905840 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -906122.375000 Penalty: 2954.316406
	Iteration 7Q: 3 clusters Score -906122.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -906343.437500 Penalty: 2954.316406
	Iteration 8Q: 3 clusters Score -906343.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -906510.750000 Penalty: 2954.316406
	Iteration 9Q: 3 clusters Score -906510.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -906626.625000 Penalty: 2954.316406
	Iteration 10Q: 3 clusters Score -906626.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -906718.625000 Penalty: 2954.316406
	Iteration 11Q: 3 clusters Score -906718.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -906789.625000 Penalty: 2954.316406
	Iteration 12Q: 3 clusters Score -906789.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -906855.500000 Penalty: 2954.316406
	Iteration 13Q: 3 clusters Score -906855.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -906913.125000 Penalty: 2954.316406
	Iteration 14Q: 3 clusters Score -906913.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -906978.875000 Penalty: 2954.316406
	Iteration 15Q: 3 clusters Score -906978.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -907039.625000 Penalty: 2954.316406
	Iteration 16Q: 3 clusters Score -907039.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -907109.375000 Penalty: 2954.316406
	Iteration 17Q: 3 clusters Score -907109.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -907182.625000 Penalty: 2954.316406
	Iteration 18Q: 3 clusters Score -907182.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -907259.437500 Penalty: 2954.316406
	Iteration 19Q: 3 clusters Score -907259.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -907342.687500 Penalty: 2954.316406
	Iteration 20F: 3 clusters Score -907342.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -907439.812500 Penalty: 2954.316406
	Iteration 21Q: 3 clusters Score -907439.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -907529.250000 Penalty: 2954.316406
	Iteration 22Q: 3 clusters Score -907529.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -907635.125000 Penalty: 2954.316406
	Iteration 23Q: 3 clusters Score -907635.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -907756.812500 Penalty: 2954.316406
	Iteration 24Q: 3 clusters Score -907756.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -907883.750000 Penalty: 2954.316406
	Iteration 25Q: 3 clusters Score -907883.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -908005.937500 Penalty: 2954.316406
	Iteration 26Q: 3 clusters Score -908005.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -908114.250000 Penalty: 2954.316406
	Iteration 27Q: 3 clusters Score -908114.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -908199.875000 Penalty: 2954.316406
	Iteration 28Q: 3 clusters Score -908199.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -908267.375000 Penalty: 2954.316406
	Iteration 29Q: 3 clusters Score -908267.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -908327.812500 Penalty: 2954.316406
	Iteration 30Q: 3 clusters Score -908327.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -908373.312500 Penalty: 2954.316406
	Iteration 31Q: 3 clusters Score -908373.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -908395.312500 Penalty: 2954.316406
	Iteration 32Q: 3 clusters Score -908395.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -908414.125000 Penalty: 2954.316406
	Iteration 33Q: 3 clusters Score -908414.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -908431.375000 Penalty: 2954.316406
	Iteration 34Q: 3 clusters Score -908431.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -908443.437500 Penalty: 2954.316406
	Iteration 35Q: 3 clusters Score -908443.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -908454.500000 Penalty: 2954.316406
	Iteration 36Q: 3 clusters Score -908454.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -908458.687500 Penalty: 2954.316406
	Iteration 37Q: 3 clusters Score -908458.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -908465.562500 Penalty: 2954.316406
	Iteration 38Q: 3 clusters Score -908465.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -908468.687500 Penalty: 2954.316406
	Iteration 39Q: 3 clusters Score -908468.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -908470.937500 Penalty: 2954.316406
	Iteration 40F: 3 clusters Score -908470.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -908472.125000 Penalty: 2954.316406
	Iteration 41Q: 3 clusters Score -908472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -908475.000000 Penalty: 2954.316406
	Iteration 42Q: 3 clusters Score -908475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -908476.437500 Penalty: 2954.316406
	Iteration 43Q: 3 clusters Score -908476.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -908479.875000 Penalty: 2954.316406
	Iteration 44Q: 3 clusters Score -908479.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -908480.500000 Penalty: 2954.316406
	Iteration 45Q: 3 clusters Score -908480.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -908482.437500 Penalty: 2954.316406
	Iteration 46Q: 3 clusters Score -908482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -908482.812500 Penalty: 2954.316406
	Iteration 47Q: 3 clusters Score -908482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -908485.187500 Penalty: 2954.316406
	Iteration 48Q: 3 clusters Score -908485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -908487.250000 Penalty: 2954.316406
	Iteration 49Q: 3 clusters Score -908487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -908488.812500 Penalty: 2954.316406
	Iteration 50Q: 3 clusters Score -908488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -908490.312500 Penalty: 2954.316406
	Iteration 51Q: 3 clusters Score -908490.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -908491.562500 Penalty: 2954.316406
	Iteration 52Q: 3 clusters Score -908491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -908496.937500 Penalty: 2954.316406
	Iteration 53Q: 3 clusters Score -908496.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -908503.000000 Penalty: 2954.316406
	Iteration 54Q: 3 clusters Score -908503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -908503.625000 Penalty: 2954.316406
	Iteration 55Q: 3 clusters Score -908503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -908507.875000 Penalty: 2954.316406
	Iteration 56Q: 3 clusters Score -908507.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -908510.812500 Penalty: 2954.316406
	Iteration 57Q: 3 clusters Score -908510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -908514.625000 Penalty: 2954.316406
	Iteration 58Q: 3 clusters Score -908514.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -908523.375000 Penalty: 2954.316406
	Iteration 59Q: 3 clusters Score -908523.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -908542.250000 Penalty: 2954.316406
	Iteration 60F: 3 clusters Score -908542.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -908562.937500 Penalty: 2954.316406
	Iteration 61Q: 3 clusters Score -908562.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -908580.937500 Penalty: 2954.316406
	Iteration 62Q: 3 clusters Score -908580.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -908592.062500 Penalty: 2954.316406
	Iteration 63Q: 3 clusters Score -908592.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -908611.687500 Penalty: 2954.316406
	Iteration 64Q: 3 clusters Score -908611.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -908641.437500 Penalty: 2954.316406
	Iteration 65Q: 3 clusters Score -908641.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -908695.562500 Penalty: 2954.316406
	Iteration 66Q: 3 clusters Score -908695.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -908762.375000 Penalty: 2954.316406
	Iteration 67Q: 3 clusters Score -908762.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -908843.687500 Penalty: 2954.316406
	Iteration 68Q: 3 clusters Score -908843.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -908886.687500 Penalty: 2954.316406
	Iteration 69Q: 3 clusters Score -908886.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -908896.000000 Penalty: 2954.316406
	Iteration 70Q: 3 clusters Score -908896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -908902.375000 Penalty: 2954.316406
	Iteration 71Q: 3 clusters Score -908902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -908903.937500 Penalty: 2954.316406
	Iteration 72Q: 3 clusters Score -908903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -908904.500000 Penalty: 2954.316406
	Iteration 73Q: 3 clusters Score -908904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -908905.500000 Penalty: 2954.316406
	Iteration 74Q: 3 clusters Score -908905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -908905.500000 Penalty: 2954.316406
	Iteration 75F: 3 clusters Score -908905.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Entering Unmasked Estep 
Score: -953295.062500 Penalty: 1471.338013
	Iteration 0F: 2 clusters Score -953295.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -947054.625000 Penalty: 2942.676025
	Iteration 0F: 3 clusters Score -947054.6 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -949038.562500 Penalty: 2942.676025
	Iteration 1F: 3 clusters Score -949038.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -949265.687500 Penalty: 2942.676025
	Iteration 2F: 3 clusters Score -949265.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -949430.625000 Penalty: 2942.676025
	Iteration 3Q: 3 clusters Score -949430.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -949620.375000 Penalty: 2942.676025
	Iteration 4Q: 3 clusters Score -949620.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -949819.687500 Penalty: 2942.676025
	Iteration 5Q: 3 clusters Score -949819.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -950017.125000 Penalty: 2942.676025
	Iteration 6Q: 3 clusters Score -950017.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -950190.500000 Penalty: 2942.676025
	Iteration 7Q: 3 clusters Score -950190.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -950351.000000 Penalty: 2942.676025
	Iteration 8Q: 3 clusters Score -950351 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -950530.625000 Penalty: 2942.676025
	Iteration 9Q: 3 clusters Score -950530.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -950770.125000 Penalty: 2942.676025
	Iteration 10Q: 3 clusters Score -950770.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -951047.937500 Penalty: 2942.676025
	Iteration 11Q: 3 clusters Score -951047.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -951333.125000 Penalty: 2942.676025
	Iteration 12Q: 3 clusters Score -951333.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -951610.250000 Penalty: 2942.676025
	Iteration 13Q: 3 clusters Score -951610.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -951832.625000 Penalty: 2942.676025
	Iteration 14Q: 3 clusters Score -951832.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -951994.875000 Penalty: 2942.676025
	Iteration 15Q: 3 clusters Score -951994.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -952145.062500 Penalty: 2942.676025
	Iteration 16Q: 3 clusters Score -952145.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -952265.687500 Penalty: 2942.676025
	Iteration 17Q: 3 clusters Score -952265.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -952394.812500 Penalty: 2942.676025
	Iteration 18Q: 3 clusters Score -952394.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -952550.125000 Penalty: 2942.676025
	Iteration 19Q: 3 clusters Score -952550.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -952706.687500 Penalty: 2942.676025
	Iteration 20F: 3 clusters Score -952706.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -952813.937500 Penalty: 2942.676025
	Iteration 21Q: 3 clusters Score -952813.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -952861.812500 Penalty: 2942.676025
	Iteration 22Q: 3 clusters Score -952861.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -952880.000000 Penalty: 2942.676025
	Iteration 23Q: 3 clusters Score -952880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -952892.062500 Penalty: 2942.676025
	Iteration 24Q: 3 clusters Score -952892.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -952896.062500 Penalty: 2942.676025
	Iteration 25Q: 3 clusters Score -952896.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -952897.687500 Penalty: 2942.676025
	Iteration 26Q: 3 clusters Score -952897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -952898.312500 Penalty: 2942.676025
	Iteration 27Q: 3 clusters Score -952898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -952897.125000 Penalty: 2942.676025
	Iteration 28Q: 3 clusters Score -952897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -952898.375000 Penalty: 2942.676025
	Iteration 29Q: 3 clusters Score -952898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -952898.375000 Penalty: 2942.676025
	Iteration 30F: 3 clusters Score -952898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -162725.312500 Penalty: 1199.999146
	Iteration 0F: 2 clusters Score -162725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -161000.843750 Penalty: 2399.998291
	Iteration 0F: 3 clusters Score -161000.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -161683.703125 Penalty: 2399.998291
	Iteration 1F: 3 clusters Score -161683.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -161992.218750 Penalty: 2399.998291
	Iteration 2F: 3 clusters Score -161992.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -162208.859375 Penalty: 2399.998291
	Iteration 3F: 3 clusters Score -162208.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -162328.875000 Penalty: 2399.998291
	Iteration 4F: 3 clusters Score -162328.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -162375.546875 Penalty: 2399.998291
	Iteration 5Q: 3 clusters Score -162375.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -162402.078125 Penalty: 2399.998291
	Iteration 6Q: 3 clusters Score -162402.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -162410.875000 Penalty: 2399.998291
	Iteration 7Q: 3 clusters Score -162410.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -162414.500000 Penalty: 2399.998291
	Iteration 8Q: 3 clusters Score -162414.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -162419.796875 Penalty: 2399.998291
	Iteration 9Q: 3 clusters Score -162419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -162421.656250 Penalty: 2399.998291
	Iteration 10Q: 3 clusters Score -162421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -162424.343750 Penalty: 2399.998291
	Iteration 11Q: 3 clusters Score -162424.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -162426.843750 Penalty: 2399.998291
	Iteration 12Q: 3 clusters Score -162426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -162427.234375 Penalty: 2399.998291
	Iteration 13Q: 3 clusters Score -162427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -162429.218750 Penalty: 2399.998291
	Iteration 14Q: 3 clusters Score -162429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -162431.609375 Penalty: 2399.998291
	Iteration 15Q: 3 clusters Score -162431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -162433.453125 Penalty: 2399.998291
	Iteration 16Q: 3 clusters Score -162433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -162434.406250 Penalty: 2399.998291
	Iteration 17Q: 3 clusters Score -162434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -162435.062500 Penalty: 2399.998291
	Iteration 18Q: 3 clusters Score -162435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -162435.062500 Penalty: 2399.998291
	Iteration 19F: 3 clusters Score -162435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118523 members 
Entering Unmasked Estep 
Score: -13029734.000000 Penalty: 1898.465088
	Iteration 0F: 2 clusters Score -1.302973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -12956833.000000 Penalty: 3796.930176
	Iteration 0F: 3 clusters Score -1.295683e+07 nChanged 56972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -12990387.000000 Penalty: 3796.930176
	Iteration 1F: 3 clusters Score -1.299039e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -12991529.000000 Penalty: 3796.930176
	Iteration 2Q: 3 clusters Score -1.299153e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -12993193.000000 Penalty: 3796.930176
	Iteration 3Q: 3 clusters Score -1.299319e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -12995572.000000 Penalty: 3796.930176
	Iteration 4Q: 3 clusters Score -1.299557e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -12998871.000000 Penalty: 3796.930176
	Iteration 5Q: 3 clusters Score -1.299887e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -13003318.000000 Penalty: 3796.930176
	Iteration 6F: 3 clusters Score -1.300332e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -13008744.000000 Penalty: 3796.930176
	Iteration 7F: 3 clusters Score -1.300874e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -13014532.000000 Penalty: 3796.930176
	Iteration 8F: 3 clusters Score -1.301453e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -13019929.000000 Penalty: 3796.930176
	Iteration 9F: 3 clusters Score -1.301993e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 108046 members 
Entering Unmasked Estep 
Score: -13024081.000000 Penalty: 3796.930176
	Iteration 10F: 3 clusters Score -1.302408e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 113196 members 
Entering Unmasked Estep 
Score: -13026514.000000 Penalty: 3796.930176
	Iteration 11Q: 3 clusters Score -1.302651e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 115985 members 
Entering Unmasked Estep 
Score: -13027462.000000 Penalty: 3796.930176
	Iteration 12Q: 3 clusters Score -1.302746e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -13027812.000000 Penalty: 3796.930176
	Iteration 13Q: 3 clusters Score -1.302781e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 117821 members 
Entering Unmasked Estep 
Score: -13027986.000000 Penalty: 3796.930176
	Iteration 14Q: 3 clusters Score -1.302799e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -13028077.000000 Penalty: 3796.930176
	Iteration 15Q: 3 clusters Score -1.302808e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 118124 members 
Entering Unmasked Estep 
Score: -13028126.000000 Penalty: 3796.930176
	Iteration 16Q: 3 clusters Score -1.302813e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -13028148.000000 Penalty: 3796.930176
	Iteration 17Q: 3 clusters Score -1.302815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 118199 members 
Entering Unmasked Estep 
Score: -13028157.000000 Penalty: 3796.930176
	Iteration 18Q: 3 clusters Score -1.302816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 118210 members 
Entering Unmasked Estep 
Score: -13028152.000000 Penalty: 3796.930176
	Iteration 19Q: 3 clusters Score -1.302815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -13028160.000000 Penalty: 3796.930176
	Iteration 20F: 3 clusters Score -1.302816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 118232 members 
Entering Unmasked Estep 
Score: -13028168.000000 Penalty: 3796.930176
	Iteration 21Q: 3 clusters Score -1.302817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 118236 members 
Entering Unmasked Estep 
Score: -13028176.000000 Penalty: 3796.930176
	Iteration 22Q: 3 clusters Score -1.302818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 118243 members 
Entering Unmasked Estep 
Score: -13028177.000000 Penalty: 3796.930176
	Iteration 23Q: 3 clusters Score -1.302818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 118247 members 
Entering Unmasked Estep 
Score: -13028204.000000 Penalty: 3796.930176
	Iteration 24Q: 3 clusters Score -1.30282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
Score: -13028209.000000 Penalty: 3796.930176
	Iteration 25Q: 3 clusters Score -1.302821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 118257 members 
Entering Unmasked Estep 
Score: -13028202.000000 Penalty: 3796.930176
	Iteration 26Q: 3 clusters Score -1.30282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 118260 members 
Entering Unmasked Estep 
Score: -13028200.000000 Penalty: 3796.930176
	Iteration 27Q: 3 clusters Score -1.30282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 118266 members 
Entering Unmasked Estep 
Score: -13028206.000000 Penalty: 3796.930176
	Iteration 28Q: 3 clusters Score -1.302821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -13028204.000000 Penalty: 3796.930176
	Iteration 29Q: 3 clusters Score -1.30282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 118273 members 
Entering Unmasked Estep 
Score: -13028205.000000 Penalty: 3796.930176
	Iteration 30Q: 3 clusters Score -1.30282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 118273 members 
Entering Unmasked Estep 
Score: -13028205.000000 Penalty: 3796.930176
	Iteration 31F: 3 clusters Score -1.30282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Entering Unmasked Estep 
Score: -1371625.625000 Penalty: 1528.966919
	Iteration 0F: 2 clusters Score -1371626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1363038.750000 Penalty: 3057.933838
	Iteration 0F: 3 clusters Score -1363039 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1366064.375000 Penalty: 3057.933838
	Iteration 1F: 3 clusters Score -1366064 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1366507.250000 Penalty: 3057.933838
	Iteration 2F: 3 clusters Score -1366507 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1367034.875000 Penalty: 3057.933838
	Iteration 3F: 3 clusters Score -1367035 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1367669.500000 Penalty: 3057.933838
	Iteration 4F: 3 clusters Score -1367670 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1368360.000000 Penalty: 3057.933838
	Iteration 5F: 3 clusters Score -1368360 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1369032.500000 Penalty: 3057.933838
	Iteration 6F: 3 clusters Score -1369032 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1369564.500000 Penalty: 3057.933838
	Iteration 7F: 3 clusters Score -1369564 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1369966.125000 Penalty: 3057.933838
	Iteration 8Q: 3 clusters Score -1369966 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1370236.875000 Penalty: 3057.933838
	Iteration 9Q: 3 clusters Score -1370237 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1370410.875000 Penalty: 3057.933838
	Iteration 10Q: 3 clusters Score -1370411 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1370505.625000 Penalty: 3057.933838
	Iteration 11Q: 3 clusters Score -1370506 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1370556.250000 Penalty: 3057.933838
	Iteration 12Q: 3 clusters Score -1370556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1370590.500000 Penalty: 3057.933838
	Iteration 13Q: 3 clusters Score -1370590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1370618.875000 Penalty: 3057.933838
	Iteration 14Q: 3 clusters Score -1370619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1370638.500000 Penalty: 3057.933838
	Iteration 15Q: 3 clusters Score -1370638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1370657.250000 Penalty: 3057.933838
	Iteration 16Q: 3 clusters Score -1370657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1370675.125000 Penalty: 3057.933838
	Iteration 17Q: 3 clusters Score -1370675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1370685.875000 Penalty: 3057.933838
	Iteration 18Q: 3 clusters Score -1370686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1370698.000000 Penalty: 3057.933838
	Iteration 19Q: 3 clusters Score -1370698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1370705.375000 Penalty: 3057.933838
	Iteration 20F: 3 clusters Score -1370705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1370714.750000 Penalty: 3057.933838
	Iteration 21Q: 3 clusters Score -1370715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1370721.375000 Penalty: 3057.933838
	Iteration 22Q: 3 clusters Score -1370721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1370729.375000 Penalty: 3057.933838
	Iteration 23Q: 3 clusters Score -1370729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1370737.625000 Penalty: 3057.933838
	Iteration 24Q: 3 clusters Score -1370738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1370743.875000 Penalty: 3057.933838
	Iteration 25Q: 3 clusters Score -1370744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1370752.250000 Penalty: 3057.933838
	Iteration 26Q: 3 clusters Score -1370752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1370761.750000 Penalty: 3057.933838
	Iteration 27Q: 3 clusters Score -1370762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1370769.125000 Penalty: 3057.933838
	Iteration 28Q: 3 clusters Score -1370769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1370776.000000 Penalty: 3057.933838
	Iteration 29Q: 3 clusters Score -1370776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1370776.750000 Penalty: 3057.933838
	Iteration 30Q: 3 clusters Score -1370777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1370783.500000 Penalty: 3057.933838
	Iteration 31Q: 3 clusters Score -1370784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1370792.750000 Penalty: 3057.933838
	Iteration 32Q: 3 clusters Score -1370793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1370796.750000 Penalty: 3057.933838
	Iteration 33Q: 3 clusters Score -1370797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1370800.000000 Penalty: 3057.933838
	Iteration 34Q: 3 clusters Score -1370800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1370803.500000 Penalty: 3057.933838
	Iteration 35Q: 3 clusters Score -1370804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1370808.625000 Penalty: 3057.933838
	Iteration 36Q: 3 clusters Score -1370809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1370813.250000 Penalty: 3057.933838
	Iteration 37Q: 3 clusters Score -1370813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1370814.750000 Penalty: 3057.933838
	Iteration 38Q: 3 clusters Score -1370815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1370820.500000 Penalty: 3057.933838
	Iteration 39Q: 3 clusters Score -1370820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1370823.625000 Penalty: 3057.933838
	Iteration 40F: 3 clusters Score -1370824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1370825.375000 Penalty: 3057.933838
	Iteration 41Q: 3 clusters Score -1370825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1370830.625000 Penalty: 3057.933838
	Iteration 42Q: 3 clusters Score -1370831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1370834.500000 Penalty: 3057.933838
	Iteration 43Q: 3 clusters Score -1370834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1370840.250000 Penalty: 3057.933838
	Iteration 44Q: 3 clusters Score -1370840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1370844.375000 Penalty: 3057.933838
	Iteration 45Q: 3 clusters Score -1370844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1370849.875000 Penalty: 3057.933838
	Iteration 46Q: 3 clusters Score -1370850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1370854.750000 Penalty: 3057.933838
	Iteration 47Q: 3 clusters Score -1370855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1370859.000000 Penalty: 3057.933838
	Iteration 48Q: 3 clusters Score -1370859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1370866.625000 Penalty: 3057.933838
	Iteration 49Q: 3 clusters Score -1370867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1370871.500000 Penalty: 3057.933838
	Iteration 50Q: 3 clusters Score -1370872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1370880.125000 Penalty: 3057.933838
	Iteration 51Q: 3 clusters Score -1370880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1370888.500000 Penalty: 3057.933838
	Iteration 52Q: 3 clusters Score -1370888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1370892.875000 Penalty: 3057.933838
	Iteration 53Q: 3 clusters Score -1370893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1370896.375000 Penalty: 3057.933838
	Iteration 54Q: 3 clusters Score -1370896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1370898.750000 Penalty: 3057.933838
	Iteration 55Q: 3 clusters Score -1370899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1370902.375000 Penalty: 3057.933838
	Iteration 56Q: 3 clusters Score -1370902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1370903.250000 Penalty: 3057.933838
	Iteration 57Q: 3 clusters Score -1370903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1370903.500000 Penalty: 3057.933838
	Iteration 58Q: 3 clusters Score -1370904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1370905.125000 Penalty: 3057.933838
	Iteration 59Q: 3 clusters Score -1370905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1370905.125000 Penalty: 3057.933838
	Iteration 60F: 3 clusters Score -1370905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1370906.000000 Penalty: 3057.933838
	Iteration 61Q: 3 clusters Score -1370906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1370908.625000 Penalty: 3057.933838
	Iteration 62Q: 3 clusters Score -1370909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1370909.750000 Penalty: 3057.933838
	Iteration 63Q: 3 clusters Score -1370910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1370911.875000 Penalty: 3057.933838
	Iteration 64Q: 3 clusters Score -1370912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1370912.375000 Penalty: 3057.933838
	Iteration 65Q: 3 clusters Score -1370912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1370915.625000 Penalty: 3057.933838
	Iteration 66Q: 3 clusters Score -1370916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1370915.625000 Penalty: 3057.933838
	Iteration 67F: 3 clusters Score -1370916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Entering Unmasked Estep 
Score: -3529224.250000 Penalty: 1682.833740
	Iteration 0F: 2 clusters Score -3529224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3508025.500000 Penalty: 3365.667480
	Iteration 0F: 3 clusters Score -3508026 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3516609.250000 Penalty: 3365.667480
	Iteration 1F: 3 clusters Score -3516609 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3517330.000000 Penalty: 3365.667480
	Iteration 2F: 3 clusters Score -3517330 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3518035.500000 Penalty: 3365.667480
	Iteration 3F: 3 clusters Score -3518036 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3518882.000000 Penalty: 3365.667480
	Iteration 4F: 3 clusters Score -3518882 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3519933.250000 Penalty: 3365.667480
	Iteration 5F: 3 clusters Score -3519933 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3521285.500000 Penalty: 3365.667480
	Iteration 6F: 3 clusters Score -3521286 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3522739.250000 Penalty: 3365.667480
	Iteration 7F: 3 clusters Score -3522739 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3523937.000000 Penalty: 3365.667480
	Iteration 8F: 3 clusters Score -3523937 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3524661.500000 Penalty: 3365.667480
	Iteration 9Q: 3 clusters Score -3524662 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3525054.750000 Penalty: 3365.667480
	Iteration 10Q: 3 clusters Score -3525055 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3525330.250000 Penalty: 3365.667480
	Iteration 11Q: 3 clusters Score -3525330 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3525554.000000 Penalty: 3365.667480
	Iteration 12Q: 3 clusters Score -3525554 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3525703.000000 Penalty: 3365.667480
	Iteration 13Q: 3 clusters Score -3525703 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3525815.250000 Penalty: 3365.667480
	Iteration 14Q: 3 clusters Score -3525815 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3525914.500000 Penalty: 3365.667480
	Iteration 15Q: 3 clusters Score -3525914 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3526012.750000 Penalty: 3365.667480
	Iteration 16Q: 3 clusters Score -3526013 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3526114.250000 Penalty: 3365.667480
	Iteration 17Q: 3 clusters Score -3526114 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3526194.500000 Penalty: 3365.667480
	Iteration 18Q: 3 clusters Score -3526194 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3526305.750000 Penalty: 3365.667480
	Iteration 19Q: 3 clusters Score -3526306 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3526405.000000 Penalty: 3365.667480
	Iteration 20F: 3 clusters Score -3526405 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3526514.250000 Penalty: 3365.667480
	Iteration 21Q: 3 clusters Score -3526514 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3526617.750000 Penalty: 3365.667480
	Iteration 22Q: 3 clusters Score -3526618 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3526714.250000 Penalty: 3365.667480
	Iteration 23Q: 3 clusters Score -3526714 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3526787.750000 Penalty: 3365.667480
	Iteration 24Q: 3 clusters Score -3526788 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3526883.000000 Penalty: 3365.667480
	Iteration 25Q: 3 clusters Score -3526883 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3526933.000000 Penalty: 3365.667480
	Iteration 26Q: 3 clusters Score -3526933 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3526981.500000 Penalty: 3365.667480
	Iteration 27Q: 3 clusters Score -3526982 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3527021.500000 Penalty: 3365.667480
	Iteration 28Q: 3 clusters Score -3527022 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3527071.250000 Penalty: 3365.667480
	Iteration 29Q: 3 clusters Score -3527071 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3527114.500000 Penalty: 3365.667480
	Iteration 30Q: 3 clusters Score -3527114 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3527166.750000 Penalty: 3365.667480
	Iteration 31Q: 3 clusters Score -3527167 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3527201.500000 Penalty: 3365.667480
	Iteration 32Q: 3 clusters Score -3527202 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3527250.000000 Penalty: 3365.667480
	Iteration 33Q: 3 clusters Score -3527250 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3527295.250000 Penalty: 3365.667480
	Iteration 34Q: 3 clusters Score -3527295 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3527313.750000 Penalty: 3365.667480
	Iteration 35Q: 3 clusters Score -3527314 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3527337.000000 Penalty: 3365.667480
	Iteration 36Q: 3 clusters Score -3527337 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3527355.000000 Penalty: 3365.667480
	Iteration 37Q: 3 clusters Score -3527355 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3527380.750000 Penalty: 3365.667480
	Iteration 38Q: 3 clusters Score -3527381 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3527412.750000 Penalty: 3365.667480
	Iteration 39Q: 3 clusters Score -3527413 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3527449.500000 Penalty: 3365.667480
	Iteration 40F: 3 clusters Score -3527450 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3527466.500000 Penalty: 3365.667480
	Iteration 41Q: 3 clusters Score -3527466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3527481.250000 Penalty: 3365.667480
	Iteration 42Q: 3 clusters Score -3527481 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3527501.750000 Penalty: 3365.667480
	Iteration 43Q: 3 clusters Score -3527502 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3527504.250000 Penalty: 3365.667480
	Iteration 44Q: 3 clusters Score -3527504 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -3527510.000000 Penalty: 3365.667480
	Iteration 45Q: 3 clusters Score -3527510 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3527509.750000 Penalty: 3365.667480
	Iteration 46Q: 3 clusters Score -3527510 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3527527.750000 Penalty: 3365.667480
	Iteration 47Q: 3 clusters Score -3527528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3527538.750000 Penalty: 3365.667480
	Iteration 48Q: 3 clusters Score -3527539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3527547.750000 Penalty: 3365.667480
	Iteration 49Q: 3 clusters Score -3527548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3527552.250000 Penalty: 3365.667480
	Iteration 50Q: 3 clusters Score -3527552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3527565.750000 Penalty: 3365.667480
	Iteration 51Q: 3 clusters Score -3527566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3527580.000000 Penalty: 3365.667480
	Iteration 52Q: 3 clusters Score -3527580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3527586.000000 Penalty: 3365.667480
	Iteration 53Q: 3 clusters Score -3527586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3527580.500000 Penalty: 3365.667480
	Iteration 54Q: 3 clusters Score -3527580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3527584.000000 Penalty: 3365.667480
	Iteration 55Q: 3 clusters Score -3527584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3527588.250000 Penalty: 3365.667480
	Iteration 56Q: 3 clusters Score -3527588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3527592.250000 Penalty: 3365.667480
	Iteration 57Q: 3 clusters Score -3527592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3527597.750000 Penalty: 3365.667480
	Iteration 58Q: 3 clusters Score -3527598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3527602.250000 Penalty: 3365.667480
	Iteration 59Q: 3 clusters Score -3527602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3527601.250000 Penalty: 3365.667480
	Iteration 60F: 3 clusters Score -3527601 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3527612.000000 Penalty: 3365.667480
	Iteration 61Q: 3 clusters Score -3527612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3527611.000000 Penalty: 3365.667480
	Iteration 62Q: 3 clusters Score -3527611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3527624.250000 Penalty: 3365.667480
	Iteration 63Q: 3 clusters Score -3527624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3527624.000000 Penalty: 3365.667480
	Iteration 64Q: 3 clusters Score -3527624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3527630.250000 Penalty: 3365.667480
	Iteration 65Q: 3 clusters Score -3527630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3527619.500000 Penalty: 3365.667480
	Iteration 66Q: 3 clusters Score -3527620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3527631.750000 Penalty: 3365.667480
	Iteration 67Q: 3 clusters Score -3527632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3527642.750000 Penalty: 3365.667480
	Iteration 68Q: 3 clusters Score -3527643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3527637.750000 Penalty: 3365.667480
	Iteration 69Q: 3 clusters Score -3527638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3527640.750000 Penalty: 3365.667480
	Iteration 70Q: 3 clusters Score -3527641 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3527656.250000 Penalty: 3365.667480
	Iteration 71Q: 3 clusters Score -3527656 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3527651.750000 Penalty: 3365.667480
	Iteration 72Q: 3 clusters Score -3527652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3527652.000000 Penalty: 3365.667480
	Iteration 73Q: 3 clusters Score -3527652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3527663.750000 Penalty: 3365.667480
	Iteration 74Q: 3 clusters Score -3527664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3527692.750000 Penalty: 3365.667480
	Iteration 75Q: 3 clusters Score -3527693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3527693.750000 Penalty: 3365.667480
	Iteration 76Q: 3 clusters Score -3527694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3527706.500000 Penalty: 3365.667480
	Iteration 77Q: 3 clusters Score -3527706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3527709.500000 Penalty: 3365.667480
	Iteration 78Q: 3 clusters Score -3527710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3527711.250000 Penalty: 3365.667480
	Iteration 79Q: 3 clusters Score -3527711 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3527721.750000 Penalty: 3365.667480
	Iteration 80F: 3 clusters Score -3527722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3527732.000000 Penalty: 3365.667480
	Iteration 81Q: 3 clusters Score -3527732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3527736.000000 Penalty: 3365.667480
	Iteration 82Q: 3 clusters Score -3527736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3527749.250000 Penalty: 3365.667480
	Iteration 83Q: 3 clusters Score -3527749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3527741.000000 Penalty: 3365.667480
	Iteration 84Q: 3 clusters Score -3527741 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3527751.000000 Penalty: 3365.667480
	Iteration 85Q: 3 clusters Score -3527751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3527759.000000 Penalty: 3365.667480
	Iteration 86Q: 3 clusters Score -3527759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3527756.750000 Penalty: 3365.667480
	Iteration 87Q: 3 clusters Score -3527757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3527764.000000 Penalty: 3365.667480
	Iteration 88Q: 3 clusters Score -3527764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3527765.250000 Penalty: 3365.667480
	Iteration 89Q: 3 clusters Score -3527765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3527770.500000 Penalty: 3365.667480
	Iteration 90Q: 3 clusters Score -3527770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3527771.000000 Penalty: 3365.667480
	Iteration 91Q: 3 clusters Score -3527771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3527780.000000 Penalty: 3365.667480
	Iteration 92Q: 3 clusters Score -3527780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3527791.750000 Penalty: 3365.667480
	Iteration 93Q: 3 clusters Score -3527792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3527794.250000 Penalty: 3365.667480
	Iteration 94Q: 3 clusters Score -3527794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3527786.250000 Penalty: 3365.667480
	Iteration 95Q: 3 clusters Score -3527786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3527784.500000 Penalty: 3365.667480
	Iteration 96Q: 3 clusters Score -3527784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3527788.000000 Penalty: 3365.667480
	Iteration 97Q: 3 clusters Score -3527788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3527788.000000 Penalty: 3365.667480
	Iteration 98Q: 3 clusters Score -3527788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3527788.000000 Penalty: 3365.667480
	Iteration 99Q: 3 clusters Score -3527788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3527794.500000 Penalty: 3365.667480
	Iteration 100F: 3 clusters Score -3527794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3527796.000000 Penalty: 3365.667480
	Iteration 101Q: 3 clusters Score -3527796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3527796.000000 Penalty: 3365.667480
	Iteration 102Q: 3 clusters Score -3527796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3527799.500000 Penalty: 3365.667480
	Iteration 103Q: 3 clusters Score -3527800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3527796.250000 Penalty: 3365.667480
	Iteration 104Q: 3 clusters Score -3527796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3527804.500000 Penalty: 3365.667480
	Iteration 105Q: 3 clusters Score -3527804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3527799.000000 Penalty: 3365.667480
	Iteration 106Q: 3 clusters Score -3527799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3527801.250000 Penalty: 3365.667480
	Iteration 107Q: 3 clusters Score -3527801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3527808.500000 Penalty: 3365.667480
	Iteration 108Q: 3 clusters Score -3527808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3527818.000000 Penalty: 3365.667480
	Iteration 109Q: 3 clusters Score -3527818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3527819.750000 Penalty: 3365.667480
	Iteration 110Q: 3 clusters Score -3527820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3527822.500000 Penalty: 3365.667480
	Iteration 111Q: 3 clusters Score -3527822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3527816.250000 Penalty: 3365.667480
	Iteration 112Q: 3 clusters Score -3527816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3527816.000000 Penalty: 3365.667480
	Iteration 113Q: 3 clusters Score -3527816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3527814.750000 Penalty: 3365.667480
	Iteration 114Q: 3 clusters Score -3527815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3527823.000000 Penalty: 3365.667480
	Iteration 115Q: 3 clusters Score -3527823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3527825.750000 Penalty: 3365.667480
	Iteration 116Q: 3 clusters Score -3527826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3527819.000000 Penalty: 3365.667480
	Iteration 117Q: 3 clusters Score -3527819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3527818.250000 Penalty: 3365.667480
	Iteration 118Q: 3 clusters Score -3527818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3527819.500000 Penalty: 3365.667480
	Iteration 119Q: 3 clusters Score -3527820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3527817.000000 Penalty: 3365.667480
	Iteration 120F: 3 clusters Score -3527817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3527820.000000 Penalty: 3365.667480
	Iteration 121Q: 3 clusters Score -3527820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3527817.750000 Penalty: 3365.667480
	Iteration 122Q: 3 clusters Score -3527818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3527821.750000 Penalty: 3365.667480
	Iteration 123Q: 3 clusters Score -3527822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3527820.000000 Penalty: 3365.667480
	Iteration 124Q: 3 clusters Score -3527820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3527823.500000 Penalty: 3365.667480
	Iteration 125Q: 3 clusters Score -3527824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3527823.750000 Penalty: 3365.667480
	Iteration 126Q: 3 clusters Score -3527824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3527828.750000 Penalty: 3365.667480
	Iteration 127Q: 3 clusters Score -3527829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3527821.250000 Penalty: 3365.667480
	Iteration 128Q: 3 clusters Score -3527821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3527829.000000 Penalty: 3365.667480
	Iteration 129Q: 3 clusters Score -3527829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3527826.250000 Penalty: 3365.667480
	Iteration 130Q: 3 clusters Score -3527826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3527821.750000 Penalty: 3365.667480
	Iteration 131Q: 3 clusters Score -3527822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3527823.750000 Penalty: 3365.667480
	Iteration 132Q: 3 clusters Score -3527824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3527825.250000 Penalty: 3365.667480
	Iteration 133Q: 3 clusters Score -3527825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3527827.250000 Penalty: 3365.667480
	Iteration 134Q: 3 clusters Score -3527827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3527828.500000 Penalty: 3365.667480
	Iteration 135Q: 3 clusters Score -3527828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3527833.250000 Penalty: 3365.667480
	Iteration 136Q: 3 clusters Score -3527833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3527833.500000 Penalty: 3365.667480
	Iteration 137Q: 3 clusters Score -3527834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3527836.000000 Penalty: 3365.667480
	Iteration 138Q: 3 clusters Score -3527836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3527839.000000 Penalty: 3365.667480
	Iteration 139Q: 3 clusters Score -3527839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3527835.750000 Penalty: 3365.667480
	Iteration 140F: 3 clusters Score -3527836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3527828.500000 Penalty: 3365.667480
	Iteration 141Q: 3 clusters Score -3527828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3527839.000000 Penalty: 3365.667480
	Iteration 142Q: 3 clusters Score -3527839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3527840.750000 Penalty: 3365.667480
	Iteration 143Q: 3 clusters Score -3527841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3527842.500000 Penalty: 3365.667480
	Iteration 144Q: 3 clusters Score -3527842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3527838.750000 Penalty: 3365.667480
	Iteration 145Q: 3 clusters Score -3527839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3527839.500000 Penalty: 3365.667480
	Iteration 146Q: 3 clusters Score -3527840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3527844.000000 Penalty: 3365.667480
	Iteration 147Q: 3 clusters Score -3527844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3527848.750000 Penalty: 3365.667480
	Iteration 148Q: 3 clusters Score -3527849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3527846.750000 Penalty: 3365.667480
	Iteration 149Q: 3 clusters Score -3527847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3527848.000000 Penalty: 3365.667480
	Iteration 150Q: 3 clusters Score -3527848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3527849.000000 Penalty: 3365.667480
	Iteration 151Q: 3 clusters Score -3527849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3527849.000000 Penalty: 3365.667480
	Iteration 152Q: 3 clusters Score -3527849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3527847.750000 Penalty: 3365.667480
	Iteration 153Q: 3 clusters Score -3527848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3527848.750000 Penalty: 3365.667480
	Iteration 154Q: 3 clusters Score -3527849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3527849.250000 Penalty: 3365.667480
	Iteration 155Q: 3 clusters Score -3527849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3527847.750000 Penalty: 3365.667480
	Iteration 156Q: 3 clusters Score -3527848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3527846.750000 Penalty: 3365.667480
	Iteration 157Q: 3 clusters Score -3527847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3527847.500000 Penalty: 3365.667480
	Iteration 158Q: 3 clusters Score -3527848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3527847.250000 Penalty: 3365.667480
	Iteration 159Q: 3 clusters Score -3527847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3527848.250000 Penalty: 3365.667480
	Iteration 160F: 3 clusters Score -3527848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3527846.750000 Penalty: 3365.667480
	Iteration 161Q: 3 clusters Score -3527847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3527842.000000 Penalty: 3365.667480
	Iteration 162Q: 3 clusters Score -3527842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3527842.000000 Penalty: 3365.667480
	Iteration 163Q: 3 clusters Score -3527842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3527842.000000 Penalty: 3365.667480
	Iteration 164F: 3 clusters Score -3527842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -44159.386719 Penalty: 984.227417
	Iteration 0F: 2 clusters Score -44159.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43147.304688 Penalty: 1968.454834
	Iteration 0F: 3 clusters Score -43147.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43293.027344 Penalty: 1968.454834
	Iteration 1F: 3 clusters Score -43293.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43366.554688 Penalty: 1968.454834
	Iteration 2F: 3 clusters Score -43366.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43431.214844 Penalty: 1968.454834
	Iteration 3Q: 3 clusters Score -43431.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43523.226562 Penalty: 1968.454834
	Iteration 4Q: 3 clusters Score -43523.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43572.597656 Penalty: 1968.454834
	Iteration 5Q: 3 clusters Score -43572.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43613.753906 Penalty: 1968.454834
	Iteration 6Q: 3 clusters Score -43613.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43643.894531 Penalty: 1968.454834
	Iteration 7Q: 3 clusters Score -43643.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43653.703125 Penalty: 1968.454834
	Iteration 8Q: 3 clusters Score -43653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43656.746094 Penalty: 1968.454834
	Iteration 9Q: 3 clusters Score -43656.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43659.828125 Penalty: 1968.454834
	Iteration 10Q: 3 clusters Score -43659.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43664.464844 Penalty: 1968.454834
	Iteration 11Q: 3 clusters Score -43664.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43671.570312 Penalty: 1968.454834
	Iteration 12Q: 3 clusters Score -43671.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43677.386719 Penalty: 1968.454834
	Iteration 13Q: 3 clusters Score -43677.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43680.382812 Penalty: 1968.454834
	Iteration 14Q: 3 clusters Score -43680.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43682.007812 Penalty: 1968.454834
	Iteration 15Q: 3 clusters Score -43682.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43683.644531 Penalty: 1968.454834
	Iteration 16Q: 3 clusters Score -43683.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43686.230469 Penalty: 1968.454834
	Iteration 17Q: 3 clusters Score -43686.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43692.105469 Penalty: 1968.454834
	Iteration 18Q: 3 clusters Score -43692.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43702.125000 Penalty: 1968.454834
	Iteration 19Q: 3 clusters Score -43702.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43702.125000 Penalty: 1968.454834
	Iteration 20F: 3 clusters Score -43702.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1185906.000000 Penalty: 1505.611572
	Iteration 0F: 2 clusters Score -1185906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1178400.500000 Penalty: 3011.223145
	Iteration 0F: 3 clusters Score -1178400 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1180826.875000 Penalty: 3011.223145
	Iteration 1F: 3 clusters Score -1180827 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1181030.250000 Penalty: 3011.223145
	Iteration 2F: 3 clusters Score -1181030 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1181174.375000 Penalty: 3011.223145
	Iteration 3Q: 3 clusters Score -1181174 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1181265.875000 Penalty: 3011.223145
	Iteration 4Q: 3 clusters Score -1181266 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1181353.625000 Penalty: 3011.223145
	Iteration 5Q: 3 clusters Score -1181354 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1181441.000000 Penalty: 3011.223145
	Iteration 6Q: 3 clusters Score -1181441 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1181522.500000 Penalty: 3011.223145
	Iteration 7Q: 3 clusters Score -1181522 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1181616.375000 Penalty: 3011.223145
	Iteration 8Q: 3 clusters Score -1181616 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1181733.500000 Penalty: 3011.223145
	Iteration 9Q: 3 clusters Score -1181734 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1181875.000000 Penalty: 3011.223145
	Iteration 10Q: 3 clusters Score -1181875 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1182062.125000 Penalty: 3011.223145
	Iteration 11Q: 3 clusters Score -1182062 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1182287.250000 Penalty: 3011.223145
	Iteration 12Q: 3 clusters Score -1182287 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1182530.125000 Penalty: 3011.223145
	Iteration 13Q: 3 clusters Score -1182530 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1182759.875000 Penalty: 3011.223145
	Iteration 14Q: 3 clusters Score -1182760 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1182992.125000 Penalty: 3011.223145
	Iteration 15Q: 3 clusters Score -1182992 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1183200.125000 Penalty: 3011.223145
	Iteration 16Q: 3 clusters Score -1183200 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1183364.125000 Penalty: 3011.223145
	Iteration 17Q: 3 clusters Score -1183364 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1183495.750000 Penalty: 3011.223145
	Iteration 18Q: 3 clusters Score -1183496 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1183605.000000 Penalty: 3011.223145
	Iteration 19Q: 3 clusters Score -1183605 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1183693.000000 Penalty: 3011.223145
	Iteration 20F: 3 clusters Score -1183693 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1183764.875000 Penalty: 3011.223145
	Iteration 21Q: 3 clusters Score -1183765 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1183821.375000 Penalty: 3011.223145
	Iteration 22Q: 3 clusters Score -1183821 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1183879.750000 Penalty: 3011.223145
	Iteration 23Q: 3 clusters Score -1183880 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1183926.000000 Penalty: 3011.223145
	Iteration 24Q: 3 clusters Score -1183926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1183972.000000 Penalty: 3011.223145
	Iteration 25Q: 3 clusters Score -1183972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1184009.750000 Penalty: 3011.223145
	Iteration 26Q: 3 clusters Score -1184010 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1184048.375000 Penalty: 3011.223145
	Iteration 27Q: 3 clusters Score -1184048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1184083.625000 Penalty: 3011.223145
	Iteration 28Q: 3 clusters Score -1184084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1184116.625000 Penalty: 3011.223145
	Iteration 29Q: 3 clusters Score -1184117 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1184158.750000 Penalty: 3011.223145
	Iteration 30Q: 3 clusters Score -1184159 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1184211.125000 Penalty: 3011.223145
	Iteration 31Q: 3 clusters Score -1184211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1184256.000000 Penalty: 3011.223145
	Iteration 32Q: 3 clusters Score -1184256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1184288.000000 Penalty: 3011.223145
	Iteration 33Q: 3 clusters Score -1184288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1184327.375000 Penalty: 3011.223145
	Iteration 34Q: 3 clusters Score -1184327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1184353.875000 Penalty: 3011.223145
	Iteration 35Q: 3 clusters Score -1184354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1184389.750000 Penalty: 3011.223145
	Iteration 36Q: 3 clusters Score -1184390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1184415.500000 Penalty: 3011.223145
	Iteration 37Q: 3 clusters Score -1184416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1184437.875000 Penalty: 3011.223145
	Iteration 38Q: 3 clusters Score -1184438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1184453.875000 Penalty: 3011.223145
	Iteration 39Q: 3 clusters Score -1184454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1184472.125000 Penalty: 3011.223145
	Iteration 40F: 3 clusters Score -1184472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1184481.875000 Penalty: 3011.223145
	Iteration 41Q: 3 clusters Score -1184482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1184500.250000 Penalty: 3011.223145
	Iteration 42Q: 3 clusters Score -1184500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1184508.500000 Penalty: 3011.223145
	Iteration 43Q: 3 clusters Score -1184508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1184517.375000 Penalty: 3011.223145
	Iteration 44Q: 3 clusters Score -1184517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1184524.375000 Penalty: 3011.223145
	Iteration 45Q: 3 clusters Score -1184524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1184528.250000 Penalty: 3011.223145
	Iteration 46Q: 3 clusters Score -1184528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1184531.250000 Penalty: 3011.223145
	Iteration 47Q: 3 clusters Score -1184531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1184530.875000 Penalty: 3011.223145
	Iteration 48Q: 3 clusters Score -1184531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1184533.875000 Penalty: 3011.223145
	Iteration 49Q: 3 clusters Score -1184534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1184538.750000 Penalty: 3011.223145
	Iteration 50Q: 3 clusters Score -1184539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1184538.375000 Penalty: 3011.223145
	Iteration 51Q: 3 clusters Score -1184538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1184543.750000 Penalty: 3011.223145
	Iteration 52Q: 3 clusters Score -1184544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1184549.625000 Penalty: 3011.223145
	Iteration 53Q: 3 clusters Score -1184550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1184553.500000 Penalty: 3011.223145
	Iteration 54Q: 3 clusters Score -1184554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1184556.000000 Penalty: 3011.223145
	Iteration 55Q: 3 clusters Score -1184556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1184559.125000 Penalty: 3011.223145
	Iteration 56Q: 3 clusters Score -1184559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1184562.500000 Penalty: 3011.223145
	Iteration 57Q: 3 clusters Score -1184562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1184565.375000 Penalty: 3011.223145
	Iteration 58Q: 3 clusters Score -1184565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1184571.250000 Penalty: 3011.223145
	Iteration 59Q: 3 clusters Score -1184571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1184578.250000 Penalty: 3011.223145
	Iteration 60F: 3 clusters Score -1184578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1184579.375000 Penalty: 3011.223145
	Iteration 61Q: 3 clusters Score -1184579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1184579.000000 Penalty: 3011.223145
	Iteration 62Q: 3 clusters Score -1184579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1184579.125000 Penalty: 3011.223145
	Iteration 63Q: 3 clusters Score -1184579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1184579.125000 Penalty: 3011.223145
	Iteration 64F: 3 clusters Score -1184579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Entering Unmasked Estep 
Score: -1413583.000000 Penalty: 1532.746094
	Iteration 0F: 2 clusters Score -1413583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1404787.500000 Penalty: 3065.492188
	Iteration 0F: 3 clusters Score -1404788 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1407758.375000 Penalty: 3065.492188
	Iteration 1F: 3 clusters Score -1407758 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1408035.125000 Penalty: 3065.492188
	Iteration 2F: 3 clusters Score -1408035 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1408336.250000 Penalty: 3065.492188
	Iteration 3Q: 3 clusters Score -1408336 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1408802.000000 Penalty: 3065.492188
	Iteration 4F: 3 clusters Score -1408802 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1409450.250000 Penalty: 3065.492188
	Iteration 5F: 3 clusters Score -1409450 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1410259.125000 Penalty: 3065.492188
	Iteration 6F: 3 clusters Score -1410259 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1411084.750000 Penalty: 3065.492188
	Iteration 7F: 3 clusters Score -1411085 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1411765.750000 Penalty: 3065.492188
	Iteration 8F: 3 clusters Score -1411766 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1412223.375000 Penalty: 3065.492188
	Iteration 9Q: 3 clusters Score -1412223 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1412525.625000 Penalty: 3065.492188
	Iteration 10Q: 3 clusters Score -1412526 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1412726.500000 Penalty: 3065.492188
	Iteration 11Q: 3 clusters Score -1412726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1412826.875000 Penalty: 3065.492188
	Iteration 12Q: 3 clusters Score -1412827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1412867.000000 Penalty: 3065.492188
	Iteration 13Q: 3 clusters Score -1412867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1412890.500000 Penalty: 3065.492188
	Iteration 14Q: 3 clusters Score -1412890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1412905.750000 Penalty: 3065.492188
	Iteration 15Q: 3 clusters Score -1412906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1412909.000000 Penalty: 3065.492188
	Iteration 16Q: 3 clusters Score -1412909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1412916.625000 Penalty: 3065.492188
	Iteration 17Q: 3 clusters Score -1412917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1412915.375000 Penalty: 3065.492188
	Iteration 18Q: 3 clusters Score -1412915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1412920.500000 Penalty: 3065.492188
	Iteration 19Q: 3 clusters Score -1412920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1412923.375000 Penalty: 3065.492188
	Iteration 20F: 3 clusters Score -1412923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1412927.000000 Penalty: 3065.492188
	Iteration 21Q: 3 clusters Score -1412927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1412927.000000 Penalty: 3065.492188
	Iteration 22F: 3 clusters Score -1412927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -244778.625000 Penalty: 1248.852051
	Iteration 0F: 2 clusters Score -244778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -242606.296875 Penalty: 2497.704102
	Iteration 0F: 3 clusters Score -242606.3 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -243052.062500 Penalty: 2497.704102
	Iteration 1F: 3 clusters Score -243052.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -243137.953125 Penalty: 2497.704102
	Iteration 2F: 3 clusters Score -243138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -243181.687500 Penalty: 2497.704102
	Iteration 3Q: 3 clusters Score -243181.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -243211.984375 Penalty: 2497.704102
	Iteration 4Q: 3 clusters Score -243212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -243235.109375 Penalty: 2497.704102
	Iteration 5Q: 3 clusters Score -243235.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -243255.359375 Penalty: 2497.704102
	Iteration 6Q: 3 clusters Score -243255.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -243274.921875 Penalty: 2497.704102
	Iteration 7Q: 3 clusters Score -243274.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243286.015625 Penalty: 2497.704102
	Iteration 8Q: 3 clusters Score -243286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243294.609375 Penalty: 2497.704102
	Iteration 9Q: 3 clusters Score -243294.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243308.328125 Penalty: 2497.704102
	Iteration 10Q: 3 clusters Score -243308.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -243316.718750 Penalty: 2497.704102
	Iteration 11Q: 3 clusters Score -243316.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -243324.000000 Penalty: 2497.704102
	Iteration 12Q: 3 clusters Score -243324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -243327.531250 Penalty: 2497.704102
	Iteration 13Q: 3 clusters Score -243327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -243330.203125 Penalty: 2497.704102
	Iteration 14Q: 3 clusters Score -243330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -243332.750000 Penalty: 2497.704102
	Iteration 15Q: 3 clusters Score -243332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -243333.671875 Penalty: 2497.704102
	Iteration 16Q: 3 clusters Score -243333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -243334.906250 Penalty: 2497.704102
	Iteration 17Q: 3 clusters Score -243334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -243336.265625 Penalty: 2497.704102
	Iteration 18Q: 3 clusters Score -243336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -243337.281250 Penalty: 2497.704102
	Iteration 19Q: 3 clusters Score -243337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -243339.218750 Penalty: 2497.704102
	Iteration 20F: 3 clusters Score -243339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -243340.984375 Penalty: 2497.704102
	Iteration 21Q: 3 clusters Score -243341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -243342.343750 Penalty: 2497.704102
	Iteration 22Q: 3 clusters Score -243342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -243343.718750 Penalty: 2497.704102
	Iteration 23Q: 3 clusters Score -243343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -243345.250000 Penalty: 2497.704102
	Iteration 24Q: 3 clusters Score -243345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -243346.609375 Penalty: 2497.704102
	Iteration 25Q: 3 clusters Score -243346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -243347.125000 Penalty: 2497.704102
	Iteration 26Q: 3 clusters Score -243347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -243347.281250 Penalty: 2497.704102
	Iteration 27Q: 3 clusters Score -243347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -243347.281250 Penalty: 2497.704102
	Iteration 28F: 3 clusters Score -243347.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Entering Unmasked Estep 
Score: -887678.562500 Penalty: 1467.494385
	Iteration 0F: 2 clusters Score -887678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -881557.375000 Penalty: 2934.988770
	Iteration 0F: 3 clusters Score -881557.4 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -883558.750000 Penalty: 2934.988770
	Iteration 1F: 3 clusters Score -883558.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -883916.625000 Penalty: 2934.988770
	Iteration 2F: 3 clusters Score -883916.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -884265.000000 Penalty: 2934.988770
	Iteration 3F: 3 clusters Score -884265 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -884652.625000 Penalty: 2934.988770
	Iteration 4F: 3 clusters Score -884652.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -885099.000000 Penalty: 2934.988770
	Iteration 5F: 3 clusters Score -885099 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -885594.437500 Penalty: 2934.988770
	Iteration 6F: 3 clusters Score -885594.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -886073.750000 Penalty: 2934.988770
	Iteration 7F: 3 clusters Score -886073.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -886447.812500 Penalty: 2934.988770
	Iteration 8Q: 3 clusters Score -886447.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -886714.062500 Penalty: 2934.988770
	Iteration 9Q: 3 clusters Score -886714.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -886861.000000 Penalty: 2934.988770
	Iteration 10Q: 3 clusters Score -886861 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -886949.437500 Penalty: 2934.988770
	Iteration 11Q: 3 clusters Score -886949.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -887013.062500 Penalty: 2934.988770
	Iteration 12Q: 3 clusters Score -887013.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -887065.312500 Penalty: 2934.988770
	Iteration 13Q: 3 clusters Score -887065.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -887106.000000 Penalty: 2934.988770
	Iteration 14Q: 3 clusters Score -887106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -887137.437500 Penalty: 2934.988770
	Iteration 15Q: 3 clusters Score -887137.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -887161.000000 Penalty: 2934.988770
	Iteration 16Q: 3 clusters Score -887161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -887172.125000 Penalty: 2934.988770
	Iteration 17Q: 3 clusters Score -887172.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -887176.187500 Penalty: 2934.988770
	Iteration 18Q: 3 clusters Score -887176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -887182.250000 Penalty: 2934.988770
	Iteration 19Q: 3 clusters Score -887182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -887209.062500 Penalty: 2934.988770
	Iteration 20F: 3 clusters Score -887209.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -887229.000000 Penalty: 2934.988770
	Iteration 21Q: 3 clusters Score -887229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -887253.000000 Penalty: 2934.988770
	Iteration 22Q: 3 clusters Score -887253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -887279.812500 Penalty: 2934.988770
	Iteration 23Q: 3 clusters Score -887279.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -887307.062500 Penalty: 2934.988770
	Iteration 24Q: 3 clusters Score -887307.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -887330.750000 Penalty: 2934.988770
	Iteration 25Q: 3 clusters Score -887330.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -887342.125000 Penalty: 2934.988770
	Iteration 26Q: 3 clusters Score -887342.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -887351.875000 Penalty: 2934.988770
	Iteration 27Q: 3 clusters Score -887351.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -887353.625000 Penalty: 2934.988770
	Iteration 28Q: 3 clusters Score -887353.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -887356.437500 Penalty: 2934.988770
	Iteration 29Q: 3 clusters Score -887356.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -887359.000000 Penalty: 2934.988770
	Iteration 30Q: 3 clusters Score -887359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -887361.375000 Penalty: 2934.988770
	Iteration 31Q: 3 clusters Score -887361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -887363.000000 Penalty: 2934.988770
	Iteration 32Q: 3 clusters Score -887363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -887364.875000 Penalty: 2934.988770
	Iteration 33Q: 3 clusters Score -887364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -887364.750000 Penalty: 2934.988770
	Iteration 34Q: 3 clusters Score -887364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -887364.812500 Penalty: 2934.988770
	Iteration 35Q: 3 clusters Score -887364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -887365.375000 Penalty: 2934.988770
	Iteration 36Q: 3 clusters Score -887365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -887369.437500 Penalty: 2934.988770
	Iteration 37F: 3 clusters Score -887369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -887371.875000 Penalty: 2934.988770
	Iteration 38Q: 3 clusters Score -887371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -887372.812500 Penalty: 2934.988770
	Iteration 39Q: 3 clusters Score -887372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -887373.875000 Penalty: 2934.988770
	Iteration 40F: 3 clusters Score -887373.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -392927.875000 Penalty: 1328.983154
	Iteration 0F: 2 clusters Score -392927.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -389854.718750 Penalty: 2657.966309
	Iteration 0F: 3 clusters Score -389854.7 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -390591.812500 Penalty: 2657.966309
	Iteration 1F: 3 clusters Score -390591.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -390715.531250 Penalty: 2657.966309
	Iteration 2F: 3 clusters Score -390715.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -390784.531250 Penalty: 2657.966309
	Iteration 3Q: 3 clusters Score -390784.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -390824.375000 Penalty: 2657.966309
	Iteration 4Q: 3 clusters Score -390824.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -390861.968750 Penalty: 2657.966309
	Iteration 5Q: 3 clusters Score -390862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -390889.187500 Penalty: 2657.966309
	Iteration 6Q: 3 clusters Score -390889.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -390917.218750 Penalty: 2657.966309
	Iteration 7Q: 3 clusters Score -390917.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -390939.312500 Penalty: 2657.966309
	Iteration 8Q: 3 clusters Score -390939.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -390960.531250 Penalty: 2657.966309
	Iteration 9Q: 3 clusters Score -390960.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -390983.406250 Penalty: 2657.966309
	Iteration 10Q: 3 clusters Score -390983.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -390999.843750 Penalty: 2657.966309
	Iteration 11Q: 3 clusters Score -390999.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -391013.312500 Penalty: 2657.966309
	Iteration 12Q: 3 clusters Score -391013.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -391028.968750 Penalty: 2657.966309
	Iteration 13Q: 3 clusters Score -391029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -391045.375000 Penalty: 2657.966309
	Iteration 14Q: 3 clusters Score -391045.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -391057.281250 Penalty: 2657.966309
	Iteration 15Q: 3 clusters Score -391057.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -391069.281250 Penalty: 2657.966309
	Iteration 16Q: 3 clusters Score -391069.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -391086.812500 Penalty: 2657.966309
	Iteration 17Q: 3 clusters Score -391086.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -391109.406250 Penalty: 2657.966309
	Iteration 18Q: 3 clusters Score -391109.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -391132.906250 Penalty: 2657.966309
	Iteration 19Q: 3 clusters Score -391132.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -391157.875000 Penalty: 2657.966309
	Iteration 20F: 3 clusters Score -391157.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -391189.375000 Penalty: 2657.966309
	Iteration 21Q: 3 clusters Score -391189.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -391222.500000 Penalty: 2657.966309
	Iteration 22Q: 3 clusters Score -391222.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -391258.031250 Penalty: 2657.966309
	Iteration 23Q: 3 clusters Score -391258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -391303.250000 Penalty: 2657.966309
	Iteration 24Q: 3 clusters Score -391303.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -391334.187500 Penalty: 2657.966309
	Iteration 25Q: 3 clusters Score -391334.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -391356.781250 Penalty: 2657.966309
	Iteration 26Q: 3 clusters Score -391356.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -391380.500000 Penalty: 2657.966309
	Iteration 27Q: 3 clusters Score -391380.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -391403.406250 Penalty: 2657.966309
	Iteration 28Q: 3 clusters Score -391403.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -391423.875000 Penalty: 2657.966309
	Iteration 29Q: 3 clusters Score -391423.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -391432.000000 Penalty: 2657.966309
	Iteration 30Q: 3 clusters Score -391432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -391438.031250 Penalty: 2657.966309
	Iteration 31Q: 3 clusters Score -391438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -391442.437500 Penalty: 2657.966309
	Iteration 32Q: 3 clusters Score -391442.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -391447.187500 Penalty: 2657.966309
	Iteration 33Q: 3 clusters Score -391447.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -391449.062500 Penalty: 2657.966309
	Iteration 34Q: 3 clusters Score -391449.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -391452.312500 Penalty: 2657.966309
	Iteration 35Q: 3 clusters Score -391452.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -391456.000000 Penalty: 2657.966309
	Iteration 36Q: 3 clusters Score -391456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -391457.593750 Penalty: 2657.966309
	Iteration 37Q: 3 clusters Score -391457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -391458.500000 Penalty: 2657.966309
	Iteration 38Q: 3 clusters Score -391458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -391458.968750 Penalty: 2657.966309
	Iteration 39Q: 3 clusters Score -391459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -391459.843750 Penalty: 2657.966309
	Iteration 40F: 3 clusters Score -391459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -391461.343750 Penalty: 2657.966309
	Iteration 41Q: 3 clusters Score -391461.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -391462.625000 Penalty: 2657.966309
	Iteration 42Q: 3 clusters Score -391462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -391464.000000 Penalty: 2657.966309
	Iteration 43Q: 3 clusters Score -391464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -391466.406250 Penalty: 2657.966309
	Iteration 44Q: 3 clusters Score -391466.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -391469.843750 Penalty: 2657.966309
	Iteration 45Q: 3 clusters Score -391469.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -391475.062500 Penalty: 2657.966309
	Iteration 46Q: 3 clusters Score -391475.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -391479.468750 Penalty: 2657.966309
	Iteration 47Q: 3 clusters Score -391479.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -391482.531250 Penalty: 2657.966309
	Iteration 48Q: 3 clusters Score -391482.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -391486.031250 Penalty: 2657.966309
	Iteration 49Q: 3 clusters Score -391486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -391490.343750 Penalty: 2657.966309
	Iteration 50Q: 3 clusters Score -391490.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -391493.375000 Penalty: 2657.966309
	Iteration 51Q: 3 clusters Score -391493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -391495.406250 Penalty: 2657.966309
	Iteration 52Q: 3 clusters Score -391495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -391496.312500 Penalty: 2657.966309
	Iteration 53Q: 3 clusters Score -391496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -391497.000000 Penalty: 2657.966309
	Iteration 54Q: 3 clusters Score -391497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -391497.312500 Penalty: 2657.966309
	Iteration 55Q: 3 clusters Score -391497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -391499.437500 Penalty: 2657.966309
	Iteration 56Q: 3 clusters Score -391499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -391500.218750 Penalty: 2657.966309
	Iteration 57Q: 3 clusters Score -391500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -391500.625000 Penalty: 2657.966309
	Iteration 58Q: 3 clusters Score -391500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -391501.000000 Penalty: 2657.966309
	Iteration 59Q: 3 clusters Score -391501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -391501.812500 Penalty: 2657.966309
	Iteration 60F: 3 clusters Score -391501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -391501.968750 Penalty: 2657.966309
	Iteration 61Q: 3 clusters Score -391502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -391501.968750 Penalty: 2657.966309
	Iteration 62F: 3 clusters Score -391502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Entering Unmasked Estep 
Score: -2165563.500000 Penalty: 1602.437500
	Iteration 0F: 2 clusters Score -2165564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2152534.250000 Penalty: 3204.875000
	Iteration 0F: 3 clusters Score -2152534 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2157263.000000 Penalty: 3204.875000
	Iteration 1F: 3 clusters Score -2157263 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2157693.500000 Penalty: 3204.875000
	Iteration 2F: 3 clusters Score -2157694 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2158180.000000 Penalty: 3204.875000
	Iteration 3Q: 3 clusters Score -2158180 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2158779.250000 Penalty: 3204.875000
	Iteration 4F: 3 clusters Score -2158779 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2159536.500000 Penalty: 3204.875000
	Iteration 5F: 3 clusters Score -2159536 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2160355.000000 Penalty: 3204.875000
	Iteration 6F: 3 clusters Score -2160355 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2161289.750000 Penalty: 3204.875000
	Iteration 7F: 3 clusters Score -2161290 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2162190.500000 Penalty: 3204.875000
	Iteration 8F: 3 clusters Score -2162190 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2162988.750000 Penalty: 3204.875000
	Iteration 9Q: 3 clusters Score -2162989 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2163594.500000 Penalty: 3204.875000
	Iteration 10Q: 3 clusters Score -2163594 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2164025.750000 Penalty: 3204.875000
	Iteration 11Q: 3 clusters Score -2164026 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2164369.000000 Penalty: 3204.875000
	Iteration 12Q: 3 clusters Score -2164369 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2164625.250000 Penalty: 3204.875000
	Iteration 13Q: 3 clusters Score -2164625 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2164767.250000 Penalty: 3204.875000
	Iteration 14Q: 3 clusters Score -2164767 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2164852.500000 Penalty: 3204.875000
	Iteration 15Q: 3 clusters Score -2164852 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2164906.250000 Penalty: 3204.875000
	Iteration 16Q: 3 clusters Score -2164906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2164942.250000 Penalty: 3204.875000
	Iteration 17Q: 3 clusters Score -2164942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2164962.750000 Penalty: 3204.875000
	Iteration 18Q: 3 clusters Score -2164963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2164976.000000 Penalty: 3204.875000
	Iteration 19Q: 3 clusters Score -2164976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2164990.750000 Penalty: 3204.875000
	Iteration 20F: 3 clusters Score -2164991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2164999.000000 Penalty: 3204.875000
	Iteration 21Q: 3 clusters Score -2164999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2165011.750000 Penalty: 3204.875000
	Iteration 22Q: 3 clusters Score -2165012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2165021.000000 Penalty: 3204.875000
	Iteration 23Q: 3 clusters Score -2165021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2165028.000000 Penalty: 3204.875000
	Iteration 24Q: 3 clusters Score -2165028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2165021.250000 Penalty: 3204.875000
	Iteration 25Q: 3 clusters Score -2165021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2165028.750000 Penalty: 3204.875000
	Iteration 26Q: 3 clusters Score -2165029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2165030.750000 Penalty: 3204.875000
	Iteration 27Q: 3 clusters Score -2165031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2165028.000000 Penalty: 3204.875000
	Iteration 28Q: 3 clusters Score -2165028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2165027.750000 Penalty: 3204.875000
	Iteration 29Q: 3 clusters Score -2165028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2165029.250000 Penalty: 3204.875000
	Iteration 30Q: 3 clusters Score -2165029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2165032.000000 Penalty: 3204.875000
	Iteration 31Q: 3 clusters Score -2165032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2165031.500000 Penalty: 3204.875000
	Iteration 32Q: 3 clusters Score -2165032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2165032.250000 Penalty: 3204.875000
	Iteration 33Q: 3 clusters Score -2165032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2165032.250000 Penalty: 3204.875000
	Iteration 34F: 3 clusters Score -2165032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Entering Unmasked Estep 
Score: -806745.250000 Penalty: 1446.161865
	Iteration 0F: 2 clusters Score -806745.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -801292.812500 Penalty: 2892.323730
	Iteration 0F: 3 clusters Score -801292.8 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -802954.125000 Penalty: 2892.323730
	Iteration 1F: 3 clusters Score -802954.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -803184.812500 Penalty: 2892.323730
	Iteration 2F: 3 clusters Score -803184.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -803377.562500 Penalty: 2892.323730
	Iteration 3F: 3 clusters Score -803377.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -803562.062500 Penalty: 2892.323730
	Iteration 4Q: 3 clusters Score -803562.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -803767.625000 Penalty: 2892.323730
	Iteration 5F: 3 clusters Score -803767.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -804000.062500 Penalty: 2892.323730
	Iteration 6F: 3 clusters Score -804000.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -804252.437500 Penalty: 2892.323730
	Iteration 7Q: 3 clusters Score -804252.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -804509.125000 Penalty: 2892.323730
	Iteration 8Q: 3 clusters Score -804509.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -804790.562500 Penalty: 2892.323730
	Iteration 9Q: 3 clusters Score -804790.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -805015.875000 Penalty: 2892.323730
	Iteration 10Q: 3 clusters Score -805015.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -805151.312500 Penalty: 2892.323730
	Iteration 11Q: 3 clusters Score -805151.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -805257.625000 Penalty: 2892.323730
	Iteration 12Q: 3 clusters Score -805257.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -805349.562500 Penalty: 2892.323730
	Iteration 13Q: 3 clusters Score -805349.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -805410.375000 Penalty: 2892.323730
	Iteration 14Q: 3 clusters Score -805410.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -805461.500000 Penalty: 2892.323730
	Iteration 15Q: 3 clusters Score -805461.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -805489.500000 Penalty: 2892.323730
	Iteration 16Q: 3 clusters Score -805489.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -805512.750000 Penalty: 2892.323730
	Iteration 17Q: 3 clusters Score -805512.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -805531.500000 Penalty: 2892.323730
	Iteration 18Q: 3 clusters Score -805531.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -805547.937500 Penalty: 2892.323730
	Iteration 19Q: 3 clusters Score -805547.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -805558.187500 Penalty: 2892.323730
	Iteration 20F: 3 clusters Score -805558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -805566.500000 Penalty: 2892.323730
	Iteration 21Q: 3 clusters Score -805566.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -805576.312500 Penalty: 2892.323730
	Iteration 22Q: 3 clusters Score -805576.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -805585.000000 Penalty: 2892.323730
	Iteration 23Q: 3 clusters Score -805585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -805585.562500 Penalty: 2892.323730
	Iteration 24Q: 3 clusters Score -805585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -805587.125000 Penalty: 2892.323730
	Iteration 25Q: 3 clusters Score -805587.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -805587.125000 Penalty: 2892.323730
	Iteration 26F: 3 clusters Score -805587.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -470229.718750 Penalty: 1358.283325
	Iteration 0F: 2 clusters Score -470229.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -466737.312500 Penalty: 2716.566650
	Iteration 0F: 3 clusters Score -466737.3 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -467654.656250 Penalty: 2716.566650
	Iteration 1F: 3 clusters Score -467654.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -467786.437500 Penalty: 2716.566650
	Iteration 2F: 3 clusters Score -467786.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -467872.062500 Penalty: 2716.566650
	Iteration 3Q: 3 clusters Score -467872.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -467949.093750 Penalty: 2716.566650
	Iteration 4Q: 3 clusters Score -467949.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -468012.312500 Penalty: 2716.566650
	Iteration 5Q: 3 clusters Score -468012.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -468067.968750 Penalty: 2716.566650
	Iteration 6Q: 3 clusters Score -468068 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -468124.312500 Penalty: 2716.566650
	Iteration 7Q: 3 clusters Score -468124.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -468175.625000 Penalty: 2716.566650
	Iteration 8Q: 3 clusters Score -468175.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -468217.343750 Penalty: 2716.566650
	Iteration 9Q: 3 clusters Score -468217.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -468257.031250 Penalty: 2716.566650
	Iteration 10Q: 3 clusters Score -468257 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -468295.968750 Penalty: 2716.566650
	Iteration 11Q: 3 clusters Score -468296 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -468326.937500 Penalty: 2716.566650
	Iteration 12Q: 3 clusters Score -468326.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -468355.312500 Penalty: 2716.566650
	Iteration 13Q: 3 clusters Score -468355.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -468383.843750 Penalty: 2716.566650
	Iteration 14Q: 3 clusters Score -468383.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -468412.562500 Penalty: 2716.566650
	Iteration 15Q: 3 clusters Score -468412.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -468447.406250 Penalty: 2716.566650
	Iteration 16Q: 3 clusters Score -468447.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -468490.625000 Penalty: 2716.566650
	Iteration 17Q: 3 clusters Score -468490.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -468535.937500 Penalty: 2716.566650
	Iteration 18Q: 3 clusters Score -468535.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -468590.562500 Penalty: 2716.566650
	Iteration 19Q: 3 clusters Score -468590.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -468641.562500 Penalty: 2716.566650
	Iteration 20F: 3 clusters Score -468641.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -468698.656250 Penalty: 2716.566650
	Iteration 21Q: 3 clusters Score -468698.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -468755.562500 Penalty: 2716.566650
	Iteration 22Q: 3 clusters Score -468755.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -468810.468750 Penalty: 2716.566650
	Iteration 23Q: 3 clusters Score -468810.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -468858.875000 Penalty: 2716.566650
	Iteration 24Q: 3 clusters Score -468858.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -468897.656250 Penalty: 2716.566650
	Iteration 25Q: 3 clusters Score -468897.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -468926.937500 Penalty: 2716.566650
	Iteration 26Q: 3 clusters Score -468926.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -468948.281250 Penalty: 2716.566650
	Iteration 27Q: 3 clusters Score -468948.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -468964.218750 Penalty: 2716.566650
	Iteration 28Q: 3 clusters Score -468964.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -468976.093750 Penalty: 2716.566650
	Iteration 29Q: 3 clusters Score -468976.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -468987.656250 Penalty: 2716.566650
	Iteration 30Q: 3 clusters Score -468987.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -468995.375000 Penalty: 2716.566650
	Iteration 31Q: 3 clusters Score -468995.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -469002.437500 Penalty: 2716.566650
	Iteration 32Q: 3 clusters Score -469002.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -469007.718750 Penalty: 2716.566650
	Iteration 33Q: 3 clusters Score -469007.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -469011.531250 Penalty: 2716.566650
	Iteration 34Q: 3 clusters Score -469011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -469014.562500 Penalty: 2716.566650
	Iteration 35Q: 3 clusters Score -469014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -469016.250000 Penalty: 2716.566650
	Iteration 36Q: 3 clusters Score -469016.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -469018.343750 Penalty: 2716.566650
	Iteration 37Q: 3 clusters Score -469018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -469025.031250 Penalty: 2716.566650
	Iteration 38Q: 3 clusters Score -469025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -469032.562500 Penalty: 2716.566650
	Iteration 39Q: 3 clusters Score -469032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -469038.687500 Penalty: 2716.566650
	Iteration 40F: 3 clusters Score -469038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -469044.437500 Penalty: 2716.566650
	Iteration 41Q: 3 clusters Score -469044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -469047.343750 Penalty: 2716.566650
	Iteration 42Q: 3 clusters Score -469047.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -469053.375000 Penalty: 2716.566650
	Iteration 43Q: 3 clusters Score -469053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -469057.531250 Penalty: 2716.566650
	Iteration 44Q: 3 clusters Score -469057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -469060.406250 Penalty: 2716.566650
	Iteration 45Q: 3 clusters Score -469060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -469062.281250 Penalty: 2716.566650
	Iteration 46Q: 3 clusters Score -469062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -469064.187500 Penalty: 2716.566650
	Iteration 47Q: 3 clusters Score -469064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -469065.625000 Penalty: 2716.566650
	Iteration 48Q: 3 clusters Score -469065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -469065.625000 Penalty: 2716.566650
	Iteration 49F: 3 clusters Score -469065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Entering Unmasked Estep 
Score: -3109031.000000 Penalty: 1669.902954
	Iteration 0F: 2 clusters Score -3109031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3089470.000000 Penalty: 3339.805908
	Iteration 0F: 3 clusters Score -3089470 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3096821.250000 Penalty: 3339.805908
	Iteration 1F: 3 clusters Score -3096821 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3097254.000000 Penalty: 3339.805908
	Iteration 2Q: 3 clusters Score -3097254 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3097717.250000 Penalty: 3339.805908
	Iteration 3Q: 3 clusters Score -3097717 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3098329.500000 Penalty: 3339.805908
	Iteration 4Q: 3 clusters Score -3098330 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3099097.500000 Penalty: 3339.805908
	Iteration 5Q: 3 clusters Score -3099098 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3100013.250000 Penalty: 3339.805908
	Iteration 6F: 3 clusters Score -3100013 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3100819.250000 Penalty: 3339.805908
	Iteration 7F: 3 clusters Score -3100819 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3101514.750000 Penalty: 3339.805908
	Iteration 8Q: 3 clusters Score -3101515 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3102101.000000 Penalty: 3339.805908
	Iteration 9Q: 3 clusters Score -3102101 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3102569.000000 Penalty: 3339.805908
	Iteration 10Q: 3 clusters Score -3102569 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3102938.750000 Penalty: 3339.805908
	Iteration 11Q: 3 clusters Score -3102939 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3103247.000000 Penalty: 3339.805908
	Iteration 12Q: 3 clusters Score -3103247 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3103521.750000 Penalty: 3339.805908
	Iteration 13Q: 3 clusters Score -3103522 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3103792.250000 Penalty: 3339.805908
	Iteration 14Q: 3 clusters Score -3103792 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3104064.750000 Penalty: 3339.805908
	Iteration 15Q: 3 clusters Score -3104065 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3104348.000000 Penalty: 3339.805908
	Iteration 16Q: 3 clusters Score -3104348 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3104634.500000 Penalty: 3339.805908
	Iteration 17Q: 3 clusters Score -3104634 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3104982.750000 Penalty: 3339.805908
	Iteration 18Q: 3 clusters Score -3104983 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3105284.750000 Penalty: 3339.805908
	Iteration 19Q: 3 clusters Score -3105285 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3105620.750000 Penalty: 3339.805908
	Iteration 20F: 3 clusters Score -3105621 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3105928.750000 Penalty: 3339.805908
	Iteration 21Q: 3 clusters Score -3105929 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3106262.000000 Penalty: 3339.805908
	Iteration 22Q: 3 clusters Score -3106262 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3106542.500000 Penalty: 3339.805908
	Iteration 23Q: 3 clusters Score -3106542 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3106822.250000 Penalty: 3339.805908
	Iteration 24Q: 3 clusters Score -3106822 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3107095.750000 Penalty: 3339.805908
	Iteration 25Q: 3 clusters Score -3107096 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3107313.500000 Penalty: 3339.805908
	Iteration 26Q: 3 clusters Score -3107314 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3107510.000000 Penalty: 3339.805908
	Iteration 27Q: 3 clusters Score -3107510 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3107672.250000 Penalty: 3339.805908
	Iteration 28Q: 3 clusters Score -3107672 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3107773.500000 Penalty: 3339.805908
	Iteration 29Q: 3 clusters Score -3107774 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3107838.750000 Penalty: 3339.805908
	Iteration 30Q: 3 clusters Score -3107839 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3107894.250000 Penalty: 3339.805908
	Iteration 31Q: 3 clusters Score -3107894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3107920.000000 Penalty: 3339.805908
	Iteration 32Q: 3 clusters Score -3107920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3107944.250000 Penalty: 3339.805908
	Iteration 33Q: 3 clusters Score -3107944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3107966.250000 Penalty: 3339.805908
	Iteration 34Q: 3 clusters Score -3107966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3107977.250000 Penalty: 3339.805908
	Iteration 35Q: 3 clusters Score -3107977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3107983.250000 Penalty: 3339.805908
	Iteration 36Q: 3 clusters Score -3107983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3107992.750000 Penalty: 3339.805908
	Iteration 37Q: 3 clusters Score -3107993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3108001.250000 Penalty: 3339.805908
	Iteration 38Q: 3 clusters Score -3108001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3108001.500000 Penalty: 3339.805908
	Iteration 39Q: 3 clusters Score -3108002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3108001.250000 Penalty: 3339.805908
	Iteration 40F: 3 clusters Score -3108001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3108004.500000 Penalty: 3339.805908
	Iteration 41Q: 3 clusters Score -3108004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3108012.000000 Penalty: 3339.805908
	Iteration 42Q: 3 clusters Score -3108012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3108016.750000 Penalty: 3339.805908
	Iteration 43Q: 3 clusters Score -3108017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3108023.250000 Penalty: 3339.805908
	Iteration 44Q: 3 clusters Score -3108023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3108023.000000 Penalty: 3339.805908
	Iteration 45Q: 3 clusters Score -3108023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3108026.500000 Penalty: 3339.805908
	Iteration 46Q: 3 clusters Score -3108026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3108025.750000 Penalty: 3339.805908
	Iteration 47Q: 3 clusters Score -3108026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3108033.000000 Penalty: 3339.805908
	Iteration 48Q: 3 clusters Score -3108033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3108034.250000 Penalty: 3339.805908
	Iteration 49Q: 3 clusters Score -3108034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3108036.000000 Penalty: 3339.805908
	Iteration 50Q: 3 clusters Score -3108036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3108035.500000 Penalty: 3339.805908
	Iteration 51Q: 3 clusters Score -3108036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3108034.250000 Penalty: 3339.805908
	Iteration 52Q: 3 clusters Score -3108034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3108034.250000 Penalty: 3339.805908
	Iteration 53F: 3 clusters Score -3108034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -60689.039062 Penalty: 1058.640869
	Iteration 0F: 2 clusters Score -60689.04 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 338 members 
Entering Unmasked Estep 
Score: -59557.988281 Penalty: 2117.281738
	Iteration 0F: 3 clusters Score -59557.99 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59844.921875 Penalty: 2117.281738
	Iteration 1F: 3 clusters Score -59844.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59917.375000 Penalty: 2117.281738
	Iteration 2F: 3 clusters Score -59917.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59976.941406 Penalty: 2117.281738
	Iteration 3Q: 3 clusters Score -59976.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60031.566406 Penalty: 2117.281738
	Iteration 4Q: 3 clusters Score -60031.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60105.707031 Penalty: 2117.281738
	Iteration 5Q: 3 clusters Score -60105.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60159.320312 Penalty: 2117.281738
	Iteration 6Q: 3 clusters Score -60159.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60203.566406 Penalty: 2117.281738
	Iteration 7Q: 3 clusters Score -60203.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60231.871094 Penalty: 2117.281738
	Iteration 8Q: 3 clusters Score -60231.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60244.394531 Penalty: 2117.281738
	Iteration 9Q: 3 clusters Score -60244.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -60253.210938 Penalty: 2117.281738
	Iteration 10Q: 3 clusters Score -60253.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60265.246094 Penalty: 2117.281738
	Iteration 11Q: 3 clusters Score -60265.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60284.898438 Penalty: 2117.281738
	Iteration 12Q: 3 clusters Score -60284.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60305.640625 Penalty: 2117.281738
	Iteration 13Q: 3 clusters Score -60305.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60324.628906 Penalty: 2117.281738
	Iteration 14Q: 3 clusters Score -60324.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60340.609375 Penalty: 2117.281738
	Iteration 15Q: 3 clusters Score -60340.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60367.996094 Penalty: 2117.281738
	Iteration 16Q: 3 clusters Score -60368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60403.167969 Penalty: 2117.281738
	Iteration 17Q: 3 clusters Score -60403.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60426.148438 Penalty: 2117.281738
	Iteration 18Q: 3 clusters Score -60426.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60455.539062 Penalty: 2117.281738
	Iteration 19Q: 3 clusters Score -60455.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60557.234375 Penalty: 2117.281738
	Iteration 20F: 3 clusters Score -60557.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60686.218750 Penalty: 2117.281738
	Iteration 21Q: 3 clusters Score -60686.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60841.667969 Penalty: 2117.281738
	Iteration 22Q: 3 clusters Score -60841.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60858.105469 Penalty: 2117.281738
	Iteration 23Q: 3 clusters Score -60858.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60859.902344 Penalty: 2117.281738
	Iteration 24Q: 3 clusters Score -60859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60859.902344 Penalty: 2117.281738
	Iteration 25F: 3 clusters Score -60859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 19186 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 8231 members 
Mstep: Class 5 contains 8868 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 118523 members 
Mstep: Class 9 contains 12198 members 
Mstep: Class 10 contains 31442 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10565 members 
Mstep: Class 15 contains 12485 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 18 contains 8356 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 19171 members 
Mstep: Class 21 contains 7328 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 29037 members 
Mstep: Class 24 contains 347 members 
Entering Unmasked Estep 
Score: -41674636.000000 Penalty: 45986.972656
Splitting cluster 24 changes total score from -41677648.000000 to -41674636.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 19186 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 8231 members 
Mstep: Class 5 contains 8868 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 118523 members 
Mstep: Class 9 contains 12198 members 
Mstep: Class 10 contains 31442 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 13 contains 10565 members 
Mstep: Class 15 contains 12485 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 18 contains 8356 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 19171 members 
Mstep: Class 21 contains 7328 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 29037 members 
Mstep: Class 24 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41678732.000000 Penalty: 43896.656250
Iteration 79Q: 22 clusters Score -4.167873e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 19263 members 
Mstep: Class 3 contains 6273 members 
Mstep: Class 4 contains 8311 members 
Mstep: Class 5 contains 8646 members 
Mstep: Class 6 contains 8620 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 126765 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 31059 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 13 contains 9054 members 
Mstep: Class 15 contains 12508 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 18 contains 8237 members 
Mstep: Class 19 contains 3641 members 
Mstep: Class 20 contains 19158 members 
Mstep: Class 21 contains 7334 members 
Mstep: Class 22 contains 4147 members 
Mstep: Class 23 contains 29650 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41680820.000000 Penalty: 43896.656250
Iteration 80F: 22 clusters Score -4.168082e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 19360 members 
Mstep: Class 3 contains 5943 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 8678 members 
Mstep: Class 7 contains 1677 members 
Mstep: Class 8 contains 135499 members 
Mstep: Class 9 contains 12513 members 
Mstep: Class 10 contains 30754 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 13 contains 7811 members 
Mstep: Class 15 contains 12534 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 18 contains 8035 members 
Mstep: Class 19 contains 3733 members 
Mstep: Class 20 contains 19169 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 30163 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41683364.000000 Penalty: 43896.656250
Iteration 81Q: 22 clusters Score -4.168336e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 19467 members 
Mstep: Class 3 contains 5674 members 
Mstep: Class 4 contains 8432 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 8725 members 
Mstep: Class 7 contains 1710 members 
Mstep: Class 8 contains 143252 members 
Mstep: Class 9 contains 12609 members 
Mstep: Class 10 contains 30508 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 15 contains 12544 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 3822 members 
Mstep: Class 20 contains 19203 members 
Mstep: Class 21 contains 7332 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 30521 members 
Mstep: Class 24 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685484.000000 Penalty: 43896.656250
Iteration 82Q: 22 clusters Score -4.168548e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 19545 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 8485 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 8756 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 149704 members 
Mstep: Class 9 contains 12675 members 
Mstep: Class 10 contains 30341 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 13 contains 5914 members 
Mstep: Class 15 contains 12546 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 19250 members 
Mstep: Class 21 contains 7326 members 
Mstep: Class 22 contains 3506 members 
Mstep: Class 23 contains 30782 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687504.000000 Penalty: 43896.656250
Iteration 83Q: 22 clusters Score -4.16875e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 19641 members 
Mstep: Class 3 contains 5468 members 
Mstep: Class 4 contains 8540 members 
Mstep: Class 5 contains 7716 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 154832 members 
Mstep: Class 9 contains 12730 members 
Mstep: Class 10 contains 30220 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 15 contains 12559 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 4043 members 
Mstep: Class 20 contains 19277 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 30983 members 
Mstep: Class 24 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41688696.000000 Penalty: 43896.656250
Iteration 84Q: 22 clusters Score -4.16887e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 19741 members 
Mstep: Class 3 contains 5449 members 
Mstep: Class 4 contains 8592 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 8855 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 8 contains 158962 members 
Mstep: Class 9 contains 12765 members 
Mstep: Class 10 contains 30148 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 15 contains 12581 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 18 contains 7365 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 19303 members 
Mstep: Class 21 contains 7353 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 31104 members 
Mstep: Class 24 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690000.000000 Penalty: 43896.656250
Iteration 85Q: 22 clusters Score -4.169e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 19820 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 8631 members 
Mstep: Class 5 contains 7394 members 
Mstep: Class 6 contains 8892 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 162361 members 
Mstep: Class 9 contains 12787 members 
Mstep: Class 10 contains 30120 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 13 contains 4203 members 
Mstep: Class 15 contains 12630 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 18 contains 7261 members 
Mstep: Class 19 contains 4231 members 
Mstep: Class 20 contains 19340 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 31253 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690872.000000 Penalty: 43896.656250
Iteration 86Q: 22 clusters Score -4.169087e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 19875 members 
Mstep: Class 3 contains 5379 members 
Mstep: Class 4 contains 8666 members 
Mstep: Class 5 contains 7264 members 
Mstep: Class 6 contains 8934 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 165160 members 
Mstep: Class 9 contains 12809 members 
Mstep: Class 10 contains 30131 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 13 contains 3851 members 
Mstep: Class 15 contains 12662 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 18 contains 7172 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 19408 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 22 contains 2381 members 
Mstep: Class 23 contains 31378 members 
Mstep: Class 24 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691588.000000 Penalty: 43896.656250
Iteration 87Q: 22 clusters Score -4.169159e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 19901 members 
Mstep: Class 3 contains 5317 members 
Mstep: Class 4 contains 8697 members 
Mstep: Class 5 contains 7121 members 
Mstep: Class 6 contains 8976 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 167429 members 
Mstep: Class 9 contains 12829 members 
Mstep: Class 10 contains 30183 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 15 contains 12704 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 18 contains 7092 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 19477 members 
Mstep: Class 21 contains 7355 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 31486 members 
Mstep: Class 24 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691984.000000 Penalty: 43896.656250
Iteration 88Q: 22 clusters Score -4.169198e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 19894 members 
Mstep: Class 3 contains 5263 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 6966 members 
Mstep: Class 6 contains 9018 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 169383 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 30254 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 13 contains 3345 members 
Mstep: Class 15 contains 12730 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 18 contains 7020 members 
Mstep: Class 19 contains 4462 members 
Mstep: Class 20 contains 19581 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 22 contains 2006 members 
Mstep: Class 23 contains 31592 members 
Mstep: Class 24 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692352.000000 Penalty: 43896.656250
Iteration 89Q: 22 clusters Score -4.169235e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 19890 members 
Mstep: Class 3 contains 5195 members 
Mstep: Class 4 contains 8735 members 
Mstep: Class 5 contains 6806 members 
Mstep: Class 6 contains 9055 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 170940 members 
Mstep: Class 9 contains 12836 members 
Mstep: Class 10 contains 30346 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 15 contains 12753 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 18 contains 6966 members 
Mstep: Class 19 contains 4514 members 
Mstep: Class 20 contains 19674 members 
Mstep: Class 21 contains 7351 members 
Mstep: Class 22 contains 1859 members 
Mstep: Class 23 contains 31716 members 
Mstep: Class 24 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692660.000000 Penalty: 43896.656250
Iteration 90Q: 22 clusters Score -4.169266e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 19887 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 9080 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 172198 members 
Mstep: Class 9 contains 12850 members 
Mstep: Class 10 contains 30449 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 15 contains 12794 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 19772 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 22 contains 1745 members 
Mstep: Class 23 contains 31862 members 
Mstep: Class 24 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692608.000000 Penalty: 43896.656250
Iteration 91Q: 22 clusters Score -4.169261e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 19899 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 8751 members 
Mstep: Class 5 contains 6500 members 
Mstep: Class 6 contains 9106 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 173280 members 
Mstep: Class 9 contains 12843 members 
Mstep: Class 10 contains 30557 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 18 contains 6854 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 19854 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 1643 members 
Mstep: Class 23 contains 31994 members 
Mstep: Class 24 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692556.000000 Penalty: 43896.656250
Iteration 92Q: 22 clusters Score -4.169256e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 19901 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 8754 members 
Mstep: Class 5 contains 6365 members 
Mstep: Class 6 contains 9114 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 174173 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 30668 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 18 contains 6820 members 
Mstep: Class 19 contains 4646 members 
Mstep: Class 20 contains 19924 members 
Mstep: Class 21 contains 7337 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 32094 members 
Mstep: Class 24 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692508.000000 Penalty: 43896.656250
Iteration 93Q: 22 clusters Score -4.169251e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 19892 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 8774 members 
Mstep: Class 5 contains 6228 members 
Mstep: Class 6 contains 9116 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 174916 members 
Mstep: Class 9 contains 12821 members 
Mstep: Class 10 contains 30746 members 
Mstep: Class 11 contains 425 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 15 contains 12847 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 4690 members 
Mstep: Class 20 contains 19987 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 22 contains 1510 members 
Mstep: Class 23 contains 32193 members 
Mstep: Class 24 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2044.266846 but Gain 2090.316406
Score: -41692444.000000 Penalty: 41806.339844
Iteration 94Q: 21 clusters Score -4.169244e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 19876 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 6100 members 
Mstep: Class 6 contains 9105 members 
Mstep: Class 7 contains 2207 members 
Mstep: Class 8 contains 176244 members 
Mstep: Class 9 contains 12804 members 
Mstep: Class 10 contains 30821 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 15 contains 12864 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 4733 members 
Mstep: Class 20 contains 20034 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 23 contains 33011 members 
Mstep: Class 24 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693724.000000 Penalty: 41806.339844
Iteration 95Q: 21 clusters Score -4.169372e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 19886 members 
Mstep: Class 3 contains 4890 members 
Mstep: Class 4 contains 8791 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 6 contains 9095 members 
Mstep: Class 7 contains 2247 members 
Mstep: Class 8 contains 176533 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 30924 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 15 contains 12875 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 18 contains 6735 members 
Mstep: Class 19 contains 4755 members 
Mstep: Class 20 contains 20091 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 23 contains 33227 members 
Mstep: Class 24 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693844.000000 Penalty: 41806.339844
Iteration 96Q: 21 clusters Score -4.169384e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 19890 members 
Mstep: Class 3 contains 4851 members 
Mstep: Class 4 contains 8793 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 176797 members 
Mstep: Class 9 contains 12785 members 
Mstep: Class 10 contains 30987 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 15 contains 12894 members 
Mstep: Class 16 contains 2180 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 4772 members 
Mstep: Class 20 contains 20136 members 
Mstep: Class 21 contains 7335 members 
Mstep: Class 23 contains 33404 members 
Mstep: Class 24 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693856.000000 Penalty: 41806.339844
Iteration 97Q: 21 clusters Score -4.169386e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 19895 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 8789 members 
Mstep: Class 5 contains 5655 members 
Mstep: Class 6 contains 9104 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 177067 members 
Mstep: Class 9 contains 12776 members 
Mstep: Class 10 contains 31042 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 13 contains 2519 members 
Mstep: Class 15 contains 12902 members 
Mstep: Class 16 contains 2178 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 4796 members 
Mstep: Class 20 contains 20158 members 
Mstep: Class 21 contains 7332 members 
Mstep: Class 23 contains 33541 members 
Mstep: Class 24 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693696.000000 Penalty: 41806.339844
Iteration 98Q: 21 clusters Score -4.16937e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 19906 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 8784 members 
Mstep: Class 5 contains 5537 members 
Mstep: Class 6 contains 9109 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 177310 members 
Mstep: Class 9 contains 12761 members 
Mstep: Class 10 contains 31070 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 15 contains 12910 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 18 contains 6724 members 
Mstep: Class 19 contains 4821 members 
Mstep: Class 20 contains 20179 members 
Mstep: Class 21 contains 7331 members 
Mstep: Class 23 contains 33663 members 
Mstep: Class 24 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693656.000000 Penalty: 41806.339844
Iteration 99Q: 21 clusters Score -4.169366e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 19903 members 
Mstep: Class 3 contains 4737 members 
Mstep: Class 4 contains 8780 members 
Mstep: Class 5 contains 5430 members 
Mstep: Class 6 contains 9104 members 
Mstep: Class 7 contains 2406 members 
Mstep: Class 8 contains 177527 members 
Mstep: Class 9 contains 12741 members 
Mstep: Class 10 contains 31090 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 15 contains 12918 members 
Mstep: Class 16 contains 2180 members 
Mstep: Class 18 contains 6724 members 
Mstep: Class 19 contains 4825 members 
Mstep: Class 20 contains 20195 members 
Mstep: Class 21 contains 7336 members 
Mstep: Class 23 contains 33768 members 
Mstep: Class 24 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693700.000000 Penalty: 41806.339844
Iteration 100F: 21 clusters Score -4.16937e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 19896 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 9104 members 
Mstep: Class 7 contains 2438 members 
Mstep: Class 8 contains 177699 members 
Mstep: Class 9 contains 12720 members 
Mstep: Class 10 contains 31087 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 15 contains 12920 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 18 contains 6706 members 
Mstep: Class 19 contains 4844 members 
Mstep: Class 20 contains 20207 members 
Mstep: Class 21 contains 7335 members 
Mstep: Class 23 contains 33862 members 
Mstep: Class 24 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693704.000000 Penalty: 41806.339844
Iteration 101Q: 21 clusters Score -4.16937e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 19880 members 
Mstep: Class 3 contains 4689 members 
Mstep: Class 4 contains 8778 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 2467 members 
Mstep: Class 8 contains 177824 members 
Mstep: Class 9 contains 12714 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2467 members 
Mstep: Class 15 contains 12928 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 18 contains 6699 members 
Mstep: Class 19 contains 4849 members 
Mstep: Class 20 contains 20223 members 
Mstep: Class 21 contains 7331 members 
Mstep: Class 23 contains 33933 members 
Mstep: Class 24 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693872.000000 Penalty: 41806.339844
Iteration 102Q: 21 clusters Score -4.169387e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 19865 members 
Mstep: Class 3 contains 4674 members 
Mstep: Class 4 contains 8773 members 
Mstep: Class 5 contains 5179 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 177929 members 
Mstep: Class 9 contains 12698 members 
Mstep: Class 10 contains 31098 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2468 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 18 contains 6694 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 20241 members 
Mstep: Class 21 contains 7336 members 
Mstep: Class 23 contains 33994 members 
Mstep: Class 24 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693844.000000 Penalty: 41806.339844
Iteration 103Q: 21 clusters Score -4.169384e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 19850 members 
Mstep: Class 3 contains 4658 members 
Mstep: Class 4 contains 8768 members 
Mstep: Class 5 contains 5117 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 2508 members 
Mstep: Class 8 contains 178046 members 
Mstep: Class 9 contains 12690 members 
Mstep: Class 10 contains 31116 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 2337 members 
Mstep: Class 18 contains 6692 members 
Mstep: Class 19 contains 4869 members 
Mstep: Class 20 contains 20261 members 
Mstep: Class 21 contains 7335 members 
Mstep: Class 23 contains 34034 members 
Mstep: Class 24 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693736.000000 Penalty: 41806.339844
Iteration 104Q: 21 clusters Score -4.169374e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 19844 members 
Mstep: Class 3 contains 4639 members 
Mstep: Class 4 contains 8763 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 9095 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 178144 members 
Mstep: Class 9 contains 12668 members 
Mstep: Class 10 contains 31116 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 15 contains 12925 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 18 contains 6689 members 
Mstep: Class 19 contains 4880 members 
Mstep: Class 20 contains 20267 members 
Mstep: Class 21 contains 7332 members 
Mstep: Class 23 contains 34075 members 
Mstep: Class 24 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693808.000000 Penalty: 41806.339844
Iteration 105Q: 21 clusters Score -4.169381e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 19832 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 8760 members 
Mstep: Class 5 contains 5024 members 
Mstep: Class 6 contains 9087 members 
Mstep: Class 7 contains 2544 members 
Mstep: Class 8 contains 178226 members 
Mstep: Class 9 contains 12658 members 
Mstep: Class 10 contains 31108 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 15 contains 12925 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 18 contains 6683 members 
Mstep: Class 19 contains 4878 members 
Mstep: Class 20 contains 20288 members 
Mstep: Class 21 contains 7335 members 
Mstep: Class 23 contains 34106 members 
Mstep: Class 24 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693792.000000 Penalty: 41806.339844
Iteration 106Q: 21 clusters Score -4.169379e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 19822 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 8757 members 
Mstep: Class 5 contains 4997 members 
Mstep: Class 6 contains 9079 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 178290 members 
Mstep: Class 9 contains 12649 members 
Mstep: Class 10 contains 31097 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 15 contains 12925 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 18 contains 6676 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 21 contains 7334 members 
Mstep: Class 23 contains 34136 members 
Mstep: Class 24 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693628.000000 Penalty: 41806.339844
Iteration 107Q: 21 clusters Score -4.169363e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 19816 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 4965 members 
Mstep: Class 6 contains 9075 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 178340 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 31096 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2484 members 
Mstep: Class 15 contains 12923 members 
Mstep: Class 16 contains 2422 members 
Mstep: Class 18 contains 6669 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 20326 members 
Mstep: Class 21 contains 7336 members 
Mstep: Class 23 contains 34166 members 
Mstep: Class 24 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693576.000000 Penalty: 41806.339844
Iteration 108Q: 21 clusters Score -4.169358e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 19814 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 8751 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 6 contains 9066 members 
Mstep: Class 7 contains 2571 members 
Mstep: Class 8 contains 178397 members 
Mstep: Class 9 contains 12630 members 
Mstep: Class 10 contains 31089 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 15 contains 12920 members 
Mstep: Class 16 contains 2445 members 
Mstep: Class 18 contains 6662 members 
Mstep: Class 19 contains 4882 members 
Mstep: Class 20 contains 20349 members 
Mstep: Class 21 contains 7334 members 
Mstep: Class 23 contains 34184 members 
Mstep: Class 24 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693624.000000 Penalty: 41806.339844
Iteration 109Q: 21 clusters Score -4.169362e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 19809 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 8750 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 2584 members 
Mstep: Class 8 contains 178423 members 
Mstep: Class 9 contains 12621 members 
Mstep: Class 10 contains 31087 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 15 contains 12919 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 4890 members 
Mstep: Class 20 contains 20364 members 
Mstep: Class 21 contains 7334 members 
Mstep: Class 23 contains 34197 members 
Mstep: Class 24 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693676.000000 Penalty: 41806.339844
Iteration 110Q: 21 clusters Score -4.169368e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 19806 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 4861 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 178455 members 
Mstep: Class 9 contains 12612 members 
Mstep: Class 10 contains 31083 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 2490 members 
Mstep: Class 18 contains 6662 members 
Mstep: Class 19 contains 4888 members 
Mstep: Class 20 contains 20371 members 
Mstep: Class 21 contains 7333 members 
Mstep: Class 23 contains 34219 members 
Mstep: Class 24 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693644.000000 Penalty: 41806.339844
Iteration 111Q: 21 clusters Score -4.169364e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 19805 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 178472 members 
Mstep: Class 9 contains 12601 members 
Mstep: Class 10 contains 31082 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 15 contains 12916 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 18 contains 6662 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 20381 members 
Mstep: Class 21 contains 7334 members 
Mstep: Class 23 contains 34248 members 
Mstep: Class 24 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693636.000000 Penalty: 41806.339844
Iteration 112Q: 21 clusters Score -4.169364e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 19798 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 8745 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 9044 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 178480 members 
Mstep: Class 9 contains 12599 members 
Mstep: Class 10 contains 31077 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 4897 members 
Mstep: Class 20 contains 20389 members 
Mstep: Class 21 contains 7335 members 
Mstep: Class 23 contains 34279 members 
Mstep: Class 24 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693720.000000 Penalty: 41806.339844
Iteration 113Q: 21 clusters Score -4.169372e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 19799 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 178479 members 
Mstep: Class 9 contains 12595 members 
Mstep: Class 10 contains 31070 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 15 contains 12919 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 20388 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 23 contains 34329 members 
Mstep: Class 24 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693716.000000 Penalty: 41806.339844
Iteration 114Q: 21 clusters Score -4.169372e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 19798 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 4714 members 
Mstep: Class 6 contains 9037 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 178502 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 31064 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 15 contains 12918 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 18 contains 6664 members 
Mstep: Class 19 contains 4893 members 
Mstep: Class 20 contains 20387 members 
Mstep: Class 21 contains 7340 members 
Mstep: Class 23 contains 34364 members 
Mstep: Class 24 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693704.000000 Penalty: 41806.339844
Iteration 115Q: 21 clusters Score -4.16937e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 19795 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 9036 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 178516 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 4893 members 
Mstep: Class 20 contains 20385 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 23 contains 34390 members 
Mstep: Class 24 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693636.000000 Penalty: 41806.339844
Iteration 116Q: 21 clusters Score -4.169364e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 19795 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 9036 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 178520 members 
Mstep: Class 9 contains 12590 members 
Mstep: Class 10 contains 31060 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 18 contains 6670 members 
Mstep: Class 19 contains 4891 members 
Mstep: Class 20 contains 20389 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 23 contains 34413 members 
Mstep: Class 24 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693624.000000 Penalty: 41806.339844
Iteration 117Q: 21 clusters Score -4.169362e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 19797 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 8739 members 
Mstep: Class 5 contains 4622 members 
Mstep: Class 6 contains 9037 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 178513 members 
Mstep: Class 9 contains 12587 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 2608 members 
Mstep: Class 18 contains 6672 members 
Mstep: Class 19 contains 4890 members 
Mstep: Class 20 contains 20390 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 23 contains 34437 members 
Mstep: Class 24 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693576.000000 Penalty: 41806.339844
Iteration 118Q: 21 clusters Score -4.169358e+07 nChanged 157
Entering ConstructFrom: 
Score: -41693576.000000 Penalty: 41806.339844
Entering ConstructFrom: 
Trying to split cluster 1 (21615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Entering Unmasked Estep 
Score: -2440268.500000 Penalty: 1621.935791
	Iteration 0F: 2 clusters Score -2440268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2425625.250000 Penalty: 3243.871582
	Iteration 0F: 3 clusters Score -2425625 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2430847.000000 Penalty: 3243.871582
	Iteration 1F: 3 clusters Score -2430847 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2431174.000000 Penalty: 3243.871582
	Iteration 2Q: 3 clusters Score -2431174 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2431461.250000 Penalty: 3243.871582
	Iteration 3Q: 3 clusters Score -2431461 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2431702.250000 Penalty: 3243.871582
	Iteration 4Q: 3 clusters Score -2431702 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2431950.000000 Penalty: 3243.871582
	Iteration 5Q: 3 clusters Score -2431950 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2432169.250000 Penalty: 3243.871582
	Iteration 6Q: 3 clusters Score -2432169 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2432379.750000 Penalty: 3243.871582
	Iteration 7Q: 3 clusters Score -2432380 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2432629.750000 Penalty: 3243.871582
	Iteration 8Q: 3 clusters Score -2432630 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2432945.500000 Penalty: 3243.871582
	Iteration 9Q: 3 clusters Score -2432946 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2433389.500000 Penalty: 3243.871582
	Iteration 10Q: 3 clusters Score -2433390 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2434033.250000 Penalty: 3243.871582
	Iteration 11Q: 3 clusters Score -2434033 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2434884.000000 Penalty: 3243.871582
	Iteration 12F: 3 clusters Score -2434884 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2435783.000000 Penalty: 3243.871582
	Iteration 13F: 3 clusters Score -2435783 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2436493.250000 Penalty: 3243.871582
	Iteration 14Q: 3 clusters Score -2436493 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2436998.000000 Penalty: 3243.871582
	Iteration 15Q: 3 clusters Score -2436998 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2437363.250000 Penalty: 3243.871582
	Iteration 16Q: 3 clusters Score -2437363 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2437702.750000 Penalty: 3243.871582
	Iteration 17Q: 3 clusters Score -2437703 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2437985.750000 Penalty: 3243.871582
	Iteration 18Q: 3 clusters Score -2437986 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2438225.500000 Penalty: 3243.871582
	Iteration 19Q: 3 clusters Score -2438226 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2438404.750000 Penalty: 3243.871582
	Iteration 20F: 3 clusters Score -2438405 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2438555.000000 Penalty: 3243.871582
	Iteration 21Q: 3 clusters Score -2438555 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2438670.500000 Penalty: 3243.871582
	Iteration 22Q: 3 clusters Score -2438670 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2438768.000000 Penalty: 3243.871582
	Iteration 23Q: 3 clusters Score -2438768 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2438824.500000 Penalty: 3243.871582
	Iteration 24Q: 3 clusters Score -2438824 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2438868.000000 Penalty: 3243.871582
	Iteration 25Q: 3 clusters Score -2438868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2438912.500000 Penalty: 3243.871582
	Iteration 26Q: 3 clusters Score -2438912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2438933.000000 Penalty: 3243.871582
	Iteration 27Q: 3 clusters Score -2438933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2438961.250000 Penalty: 3243.871582
	Iteration 28Q: 3 clusters Score -2438961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2438982.250000 Penalty: 3243.871582
	Iteration 29Q: 3 clusters Score -2438982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2439005.000000 Penalty: 3243.871582
	Iteration 30Q: 3 clusters Score -2439005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2439006.750000 Penalty: 3243.871582
	Iteration 31Q: 3 clusters Score -2439007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2439018.500000 Penalty: 3243.871582
	Iteration 32Q: 3 clusters Score -2439018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2439027.000000 Penalty: 3243.871582
	Iteration 33Q: 3 clusters Score -2439027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2439031.000000 Penalty: 3243.871582
	Iteration 34Q: 3 clusters Score -2439031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2439041.500000 Penalty: 3243.871582
	Iteration 35Q: 3 clusters Score -2439042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2439041.750000 Penalty: 3243.871582
	Iteration 36Q: 3 clusters Score -2439042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2439045.250000 Penalty: 3243.871582
	Iteration 37Q: 3 clusters Score -2439045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2439042.750000 Penalty: 3243.871582
	Iteration 38Q: 3 clusters Score -2439043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2439047.250000 Penalty: 3243.871582
	Iteration 39Q: 3 clusters Score -2439047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2439057.000000 Penalty: 3243.871582
	Iteration 40F: 3 clusters Score -2439057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2439060.750000 Penalty: 3243.871582
	Iteration 41Q: 3 clusters Score -2439061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2439064.250000 Penalty: 3243.871582
	Iteration 42Q: 3 clusters Score -2439064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2439062.750000 Penalty: 3243.871582
	Iteration 43Q: 3 clusters Score -2439063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2439067.250000 Penalty: 3243.871582
	Iteration 44Q: 3 clusters Score -2439067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2439067.750000 Penalty: 3243.871582
	Iteration 45Q: 3 clusters Score -2439068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2439068.750000 Penalty: 3243.871582
	Iteration 46Q: 3 clusters Score -2439069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2439067.000000 Penalty: 3243.871582
	Iteration 47Q: 3 clusters Score -2439067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2439067.500000 Penalty: 3243.871582
	Iteration 48Q: 3 clusters Score -2439068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2439068.250000 Penalty: 3243.871582
	Iteration 49Q: 3 clusters Score -2439068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2439071.500000 Penalty: 3243.871582
	Iteration 50Q: 3 clusters Score -2439072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2439071.500000 Penalty: 3243.871582
	Iteration 51F: 3 clusters Score -2439072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Entering Unmasked Estep 
Score: -2235043.250000 Penalty: 1607.699951
	Iteration 0F: 2 clusters Score -2235043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2221481.500000 Penalty: 3215.399902
	Iteration 0F: 3 clusters Score -2221482 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2226400.250000 Penalty: 3215.399902
	Iteration 1F: 3 clusters Score -2226400 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2226954.750000 Penalty: 3215.399902
	Iteration 2F: 3 clusters Score -2226955 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2227653.250000 Penalty: 3215.399902
	Iteration 3F: 3 clusters Score -2227653 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2228540.500000 Penalty: 3215.399902
	Iteration 4F: 3 clusters Score -2228540 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2229617.750000 Penalty: 3215.399902
	Iteration 5F: 3 clusters Score -2229618 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2230707.250000 Penalty: 3215.399902
	Iteration 6F: 3 clusters Score -2230707 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2231702.250000 Penalty: 3215.399902
	Iteration 7F: 3 clusters Score -2231702 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2232385.750000 Penalty: 3215.399902
	Iteration 8Q: 3 clusters Score -2232386 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2232840.250000 Penalty: 3215.399902
	Iteration 9Q: 3 clusters Score -2232840 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2233087.500000 Penalty: 3215.399902
	Iteration 10Q: 3 clusters Score -2233088 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2233209.500000 Penalty: 3215.399902
	Iteration 11Q: 3 clusters Score -2233210 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2233282.750000 Penalty: 3215.399902
	Iteration 12Q: 3 clusters Score -2233283 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2233337.750000 Penalty: 3215.399902
	Iteration 13Q: 3 clusters Score -2233338 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2233386.250000 Penalty: 3215.399902
	Iteration 14Q: 3 clusters Score -2233386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2233416.500000 Penalty: 3215.399902
	Iteration 15Q: 3 clusters Score -2233416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2233452.250000 Penalty: 3215.399902
	Iteration 16Q: 3 clusters Score -2233452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2233482.250000 Penalty: 3215.399902
	Iteration 17Q: 3 clusters Score -2233482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2233508.500000 Penalty: 3215.399902
	Iteration 18Q: 3 clusters Score -2233508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2233525.500000 Penalty: 3215.399902
	Iteration 19Q: 3 clusters Score -2233526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2233543.250000 Penalty: 3215.399902
	Iteration 20F: 3 clusters Score -2233543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2233561.500000 Penalty: 3215.399902
	Iteration 21Q: 3 clusters Score -2233562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2233576.000000 Penalty: 3215.399902
	Iteration 22Q: 3 clusters Score -2233576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2233593.500000 Penalty: 3215.399902
	Iteration 23Q: 3 clusters Score -2233594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2233601.250000 Penalty: 3215.399902
	Iteration 24Q: 3 clusters Score -2233601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2233611.750000 Penalty: 3215.399902
	Iteration 25Q: 3 clusters Score -2233612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2233622.000000 Penalty: 3215.399902
	Iteration 26Q: 3 clusters Score -2233622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2233635.500000 Penalty: 3215.399902
	Iteration 27Q: 3 clusters Score -2233636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2233652.750000 Penalty: 3215.399902
	Iteration 28Q: 3 clusters Score -2233653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2233662.000000 Penalty: 3215.399902
	Iteration 29Q: 3 clusters Score -2233662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2233664.750000 Penalty: 3215.399902
	Iteration 30Q: 3 clusters Score -2233665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2233670.750000 Penalty: 3215.399902
	Iteration 31Q: 3 clusters Score -2233671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2233672.500000 Penalty: 3215.399902
	Iteration 32Q: 3 clusters Score -2233672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2233675.250000 Penalty: 3215.399902
	Iteration 33Q: 3 clusters Score -2233675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2233682.000000 Penalty: 3215.399902
	Iteration 34Q: 3 clusters Score -2233682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2233681.750000 Penalty: 3215.399902
	Iteration 35Q: 3 clusters Score -2233682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2233682.750000 Penalty: 3215.399902
	Iteration 36Q: 3 clusters Score -2233683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2233682.750000 Penalty: 3215.399902
	Iteration 37F: 3 clusters Score -2233683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -511842.906250 Penalty: 1370.176147
	Iteration 0F: 2 clusters Score -511842.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -508079.593750 Penalty: 2740.352295
	Iteration 0F: 3 clusters Score -508079.6 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -509116.281250 Penalty: 2740.352295
	Iteration 1F: 3 clusters Score -509116.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -509250.125000 Penalty: 2740.352295
	Iteration 2F: 3 clusters Score -509250.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -509329.406250 Penalty: 2740.352295
	Iteration 3Q: 3 clusters Score -509329.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -509389.187500 Penalty: 2740.352295
	Iteration 4Q: 3 clusters Score -509389.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -509437.500000 Penalty: 2740.352295
	Iteration 5Q: 3 clusters Score -509437.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -509488.500000 Penalty: 2740.352295
	Iteration 6Q: 3 clusters Score -509488.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -509554.312500 Penalty: 2740.352295
	Iteration 7Q: 3 clusters Score -509554.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -509635.437500 Penalty: 2740.352295
	Iteration 8Q: 3 clusters Score -509635.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -509721.625000 Penalty: 2740.352295
	Iteration 9Q: 3 clusters Score -509721.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -509807.250000 Penalty: 2740.352295
	Iteration 10Q: 3 clusters Score -509807.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -509899.031250 Penalty: 2740.352295
	Iteration 11Q: 3 clusters Score -509899 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -509974.625000 Penalty: 2740.352295
	Iteration 12Q: 3 clusters Score -509974.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -510052.187500 Penalty: 2740.352295
	Iteration 13Q: 3 clusters Score -510052.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -510132.218750 Penalty: 2740.352295
	Iteration 14Q: 3 clusters Score -510132.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -510216.593750 Penalty: 2740.352295
	Iteration 15Q: 3 clusters Score -510216.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -510308.656250 Penalty: 2740.352295
	Iteration 16Q: 3 clusters Score -510308.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -510379.406250 Penalty: 2740.352295
	Iteration 17Q: 3 clusters Score -510379.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -510446.156250 Penalty: 2740.352295
	Iteration 18Q: 3 clusters Score -510446.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -510490.843750 Penalty: 2740.352295
	Iteration 19Q: 3 clusters Score -510490.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -510527.906250 Penalty: 2740.352295
	Iteration 20F: 3 clusters Score -510527.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -510548.281250 Penalty: 2740.352295
	Iteration 21Q: 3 clusters Score -510548.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -510560.718750 Penalty: 2740.352295
	Iteration 22Q: 3 clusters Score -510560.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -510572.406250 Penalty: 2740.352295
	Iteration 23Q: 3 clusters Score -510572.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -510578.468750 Penalty: 2740.352295
	Iteration 24Q: 3 clusters Score -510578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -510587.281250 Penalty: 2740.352295
	Iteration 25Q: 3 clusters Score -510587.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -510597.250000 Penalty: 2740.352295
	Iteration 26Q: 3 clusters Score -510597.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -510609.812500 Penalty: 2740.352295
	Iteration 27Q: 3 clusters Score -510609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -510621.812500 Penalty: 2740.352295
	Iteration 28Q: 3 clusters Score -510621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -510625.750000 Penalty: 2740.352295
	Iteration 29Q: 3 clusters Score -510625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -510627.281250 Penalty: 2740.352295
	Iteration 30Q: 3 clusters Score -510627.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -510627.281250 Penalty: 2740.352295
	Iteration 31F: 3 clusters Score -510627.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Entering Unmasked Estep 
Score: -942007.875000 Penalty: 1474.777100
	Iteration 0F: 2 clusters Score -942007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -935759.500000 Penalty: 2949.554199
	Iteration 0F: 3 clusters Score -935759.5 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -938485.187500 Penalty: 2949.554199
	Iteration 1F: 3 clusters Score -938485.2 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -939621.187500 Penalty: 2949.554199
	Iteration 2F: 3 clusters Score -939621.2 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -940461.375000 Penalty: 2949.554199
	Iteration 3F: 3 clusters Score -940461.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -940949.625000 Penalty: 2949.554199
	Iteration 4F: 3 clusters Score -940949.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -941249.187500 Penalty: 2949.554199
	Iteration 5F: 3 clusters Score -941249.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -941430.750000 Penalty: 2949.554199
	Iteration 6Q: 3 clusters Score -941430.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -941551.312500 Penalty: 2949.554199
	Iteration 7Q: 3 clusters Score -941551.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -941627.437500 Penalty: 2949.554199
	Iteration 8Q: 3 clusters Score -941627.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -941682.312500 Penalty: 2949.554199
	Iteration 9Q: 3 clusters Score -941682.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -941724.125000 Penalty: 2949.554199
	Iteration 10Q: 3 clusters Score -941724.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -941753.062500 Penalty: 2949.554199
	Iteration 11Q: 3 clusters Score -941753.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -941782.750000 Penalty: 2949.554199
	Iteration 12Q: 3 clusters Score -941782.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -941815.437500 Penalty: 2949.554199
	Iteration 13Q: 3 clusters Score -941815.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -941839.000000 Penalty: 2949.554199
	Iteration 14Q: 3 clusters Score -941839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -941863.062500 Penalty: 2949.554199
	Iteration 15Q: 3 clusters Score -941863.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -941878.500000 Penalty: 2949.554199
	Iteration 16Q: 3 clusters Score -941878.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -941888.687500 Penalty: 2949.554199
	Iteration 17Q: 3 clusters Score -941888.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -941898.625000 Penalty: 2949.554199
	Iteration 18Q: 3 clusters Score -941898.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -941905.187500 Penalty: 2949.554199
	Iteration 19Q: 3 clusters Score -941905.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -941913.125000 Penalty: 2949.554199
	Iteration 20F: 3 clusters Score -941913.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -941922.625000 Penalty: 2949.554199
	Iteration 21Q: 3 clusters Score -941922.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -941932.000000 Penalty: 2949.554199
	Iteration 22Q: 3 clusters Score -941932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -941935.000000 Penalty: 2949.554199
	Iteration 23Q: 3 clusters Score -941935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -941939.937500 Penalty: 2949.554199
	Iteration 24Q: 3 clusters Score -941939.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -941943.437500 Penalty: 2949.554199
	Iteration 25Q: 3 clusters Score -941943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -941947.812500 Penalty: 2949.554199
	Iteration 26Q: 3 clusters Score -941947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -941947.812500 Penalty: 2949.554199
	Iteration 27Q: 3 clusters Score -941947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -941948.750000 Penalty: 2949.554199
	Iteration 28Q: 3 clusters Score -941948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -941951.062500 Penalty: 2949.554199
	Iteration 29Q: 3 clusters Score -941951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -941951.312500 Penalty: 2949.554199
	Iteration 30Q: 3 clusters Score -941951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -941951.812500 Penalty: 2949.554199
	Iteration 31Q: 3 clusters Score -941951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -941950.187500 Penalty: 2949.554199
	Iteration 32Q: 3 clusters Score -941950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -941951.937500 Penalty: 2949.554199
	Iteration 33Q: 3 clusters Score -941951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -941952.562500 Penalty: 2949.554199
	Iteration 34Q: 3 clusters Score -941952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -941952.562500 Penalty: 2949.554199
	Iteration 35F: 3 clusters Score -941952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -467505.437500 Penalty: 1370.353027
	Iteration 0F: 2 clusters Score -467505.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -463824.562500 Penalty: 2740.706055
	Iteration 0F: 3 clusters Score -463824.6 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -464917.406250 Penalty: 2740.706055
	Iteration 1F: 3 clusters Score -464917.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -465166.156250 Penalty: 2740.706055
	Iteration 2F: 3 clusters Score -465166.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -465343.187500 Penalty: 2740.706055
	Iteration 3F: 3 clusters Score -465343.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -465484.593750 Penalty: 2740.706055
	Iteration 4Q: 3 clusters Score -465484.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -465605.593750 Penalty: 2740.706055
	Iteration 5Q: 3 clusters Score -465605.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -465719.625000 Penalty: 2740.706055
	Iteration 6Q: 3 clusters Score -465719.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -465834.562500 Penalty: 2740.706055
	Iteration 7Q: 3 clusters Score -465834.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -465922.125000 Penalty: 2740.706055
	Iteration 8Q: 3 clusters Score -465922.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -466000.375000 Penalty: 2740.706055
	Iteration 9Q: 3 clusters Score -466000.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -466052.281250 Penalty: 2740.706055
	Iteration 10Q: 3 clusters Score -466052.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -466104.968750 Penalty: 2740.706055
	Iteration 11Q: 3 clusters Score -466105 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -466155.156250 Penalty: 2740.706055
	Iteration 12Q: 3 clusters Score -466155.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -466195.031250 Penalty: 2740.706055
	Iteration 13Q: 3 clusters Score -466195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -466226.718750 Penalty: 2740.706055
	Iteration 14Q: 3 clusters Score -466226.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -466259.187500 Penalty: 2740.706055
	Iteration 15Q: 3 clusters Score -466259.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -466292.875000 Penalty: 2740.706055
	Iteration 16Q: 3 clusters Score -466292.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -466318.718750 Penalty: 2740.706055
	Iteration 17Q: 3 clusters Score -466318.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -466335.781250 Penalty: 2740.706055
	Iteration 18Q: 3 clusters Score -466335.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -466360.656250 Penalty: 2740.706055
	Iteration 19Q: 3 clusters Score -466360.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -466384.812500 Penalty: 2740.706055
	Iteration 20F: 3 clusters Score -466384.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -466403.093750 Penalty: 2740.706055
	Iteration 21Q: 3 clusters Score -466403.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -466426.250000 Penalty: 2740.706055
	Iteration 22Q: 3 clusters Score -466426.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -466450.593750 Penalty: 2740.706055
	Iteration 23Q: 3 clusters Score -466450.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -466470.062500 Penalty: 2740.706055
	Iteration 24Q: 3 clusters Score -466470.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -466496.218750 Penalty: 2740.706055
	Iteration 25Q: 3 clusters Score -466496.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -466529.468750 Penalty: 2740.706055
	Iteration 26Q: 3 clusters Score -466529.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -466557.093750 Penalty: 2740.706055
	Iteration 27Q: 3 clusters Score -466557.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -466589.187500 Penalty: 2740.706055
	Iteration 28Q: 3 clusters Score -466589.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -466624.218750 Penalty: 2740.706055
	Iteration 29Q: 3 clusters Score -466624.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -466650.031250 Penalty: 2740.706055
	Iteration 30Q: 3 clusters Score -466650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -466686.250000 Penalty: 2740.706055
	Iteration 31Q: 3 clusters Score -466686.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -466734.406250 Penalty: 2740.706055
	Iteration 32Q: 3 clusters Score -466734.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -466767.406250 Penalty: 2740.706055
	Iteration 33Q: 3 clusters Score -466767.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -466795.218750 Penalty: 2740.706055
	Iteration 34Q: 3 clusters Score -466795.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -466818.781250 Penalty: 2740.706055
	Iteration 35Q: 3 clusters Score -466818.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -466835.031250 Penalty: 2740.706055
	Iteration 36Q: 3 clusters Score -466835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -466847.062500 Penalty: 2740.706055
	Iteration 37Q: 3 clusters Score -466847.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -466862.718750 Penalty: 2740.706055
	Iteration 38Q: 3 clusters Score -466862.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -466876.562500 Penalty: 2740.706055
	Iteration 39Q: 3 clusters Score -466876.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -466890.343750 Penalty: 2740.706055
	Iteration 40F: 3 clusters Score -466890.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -466904.062500 Penalty: 2740.706055
	Iteration 41Q: 3 clusters Score -466904.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -466912.468750 Penalty: 2740.706055
	Iteration 42Q: 3 clusters Score -466912.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -466919.656250 Penalty: 2740.706055
	Iteration 43Q: 3 clusters Score -466919.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -466927.593750 Penalty: 2740.706055
	Iteration 44Q: 3 clusters Score -466927.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -466931.093750 Penalty: 2740.706055
	Iteration 45Q: 3 clusters Score -466931.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -466935.687500 Penalty: 2740.706055
	Iteration 46Q: 3 clusters Score -466935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -466938.843750 Penalty: 2740.706055
	Iteration 47Q: 3 clusters Score -466938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -466939.031250 Penalty: 2740.706055
	Iteration 48Q: 3 clusters Score -466939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -466939.750000 Penalty: 2740.706055
	Iteration 49Q: 3 clusters Score -466939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -466941.531250 Penalty: 2740.706055
	Iteration 50Q: 3 clusters Score -466941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -466946.562500 Penalty: 2740.706055
	Iteration 51Q: 3 clusters Score -466946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -466947.812500 Penalty: 2740.706055
	Iteration 52Q: 3 clusters Score -466947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -466948.718750 Penalty: 2740.706055
	Iteration 53Q: 3 clusters Score -466948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -466948.312500 Penalty: 2740.706055
	Iteration 54Q: 3 clusters Score -466948.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -466949.437500 Penalty: 2740.706055
	Iteration 55Q: 3 clusters Score -466949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -466950.031250 Penalty: 2740.706055
	Iteration 56Q: 3 clusters Score -466950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -466951.406250 Penalty: 2740.706055
	Iteration 57Q: 3 clusters Score -466951.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -466954.562500 Penalty: 2740.706055
	Iteration 58Q: 3 clusters Score -466954.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -466955.906250 Penalty: 2740.706055
	Iteration 59Q: 3 clusters Score -466955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -466956.875000 Penalty: 2740.706055
	Iteration 60F: 3 clusters Score -466956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -466958.656250 Penalty: 2740.706055
	Iteration 61Q: 3 clusters Score -466958.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -466961.625000 Penalty: 2740.706055
	Iteration 62Q: 3 clusters Score -466961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -466964.562500 Penalty: 2740.706055
	Iteration 63Q: 3 clusters Score -466964.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -466968.312500 Penalty: 2740.706055
	Iteration 64Q: 3 clusters Score -466968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -466969.125000 Penalty: 2740.706055
	Iteration 65Q: 3 clusters Score -466969.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -466972.218750 Penalty: 2740.706055
	Iteration 66Q: 3 clusters Score -466972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -466972.625000 Penalty: 2740.706055
	Iteration 67Q: 3 clusters Score -466972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -466973.031250 Penalty: 2740.706055
	Iteration 68Q: 3 clusters Score -466973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -466974.531250 Penalty: 2740.706055
	Iteration 69Q: 3 clusters Score -466974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -466975.000000 Penalty: 2740.706055
	Iteration 70Q: 3 clusters Score -466975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -466975.875000 Penalty: 2740.706055
	Iteration 71Q: 3 clusters Score -466975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -466976.843750 Penalty: 2740.706055
	Iteration 72Q: 3 clusters Score -466976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -466978.312500 Penalty: 2740.706055
	Iteration 73Q: 3 clusters Score -466978.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -466978.312500 Penalty: 2740.706055
	Iteration 74F: 3 clusters Score -466978.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Entering Unmasked Estep 
Score: -1005694.375000 Penalty: 1480.243896
	Iteration 0F: 2 clusters Score -1005694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -999148.750000 Penalty: 2960.487793
	Iteration 0F: 3 clusters Score -999148.8 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1001219.125000 Penalty: 2960.487793
	Iteration 1F: 3 clusters Score -1001219 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1001464.187500 Penalty: 2960.487793
	Iteration 2F: 3 clusters Score -1001464 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1001688.687500 Penalty: 2960.487793
	Iteration 3F: 3 clusters Score -1001689 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1001915.312500 Penalty: 2960.487793
	Iteration 4F: 3 clusters Score -1001915 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1002127.125000 Penalty: 2960.487793
	Iteration 5Q: 3 clusters Score -1002127 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1002317.937500 Penalty: 2960.487793
	Iteration 6Q: 3 clusters Score -1002318 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1002530.312500 Penalty: 2960.487793
	Iteration 7Q: 3 clusters Score -1002530 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1002777.875000 Penalty: 2960.487793
	Iteration 8Q: 3 clusters Score -1002778 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1003051.625000 Penalty: 2960.487793
	Iteration 9Q: 3 clusters Score -1003052 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1003348.625000 Penalty: 2960.487793
	Iteration 10Q: 3 clusters Score -1003349 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1003604.500000 Penalty: 2960.487793
	Iteration 11Q: 3 clusters Score -1003604 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1003848.375000 Penalty: 2960.487793
	Iteration 12Q: 3 clusters Score -1003848 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1004051.437500 Penalty: 2960.487793
	Iteration 13Q: 3 clusters Score -1004051 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1004201.187500 Penalty: 2960.487793
	Iteration 14Q: 3 clusters Score -1004201 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1004290.062500 Penalty: 2960.487793
	Iteration 15Q: 3 clusters Score -1004290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1004339.312500 Penalty: 2960.487793
	Iteration 16Q: 3 clusters Score -1004339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1004380.687500 Penalty: 2960.487793
	Iteration 17Q: 3 clusters Score -1004381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1004404.625000 Penalty: 2960.487793
	Iteration 18Q: 3 clusters Score -1004405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1004422.000000 Penalty: 2960.487793
	Iteration 19Q: 3 clusters Score -1004422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1004427.437500 Penalty: 2960.487793
	Iteration 20F: 3 clusters Score -1004427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1004433.250000 Penalty: 2960.487793
	Iteration 21Q: 3 clusters Score -1004433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1004437.375000 Penalty: 2960.487793
	Iteration 22Q: 3 clusters Score -1004437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1004440.625000 Penalty: 2960.487793
	Iteration 23Q: 3 clusters Score -1004441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1004444.937500 Penalty: 2960.487793
	Iteration 24Q: 3 clusters Score -1004445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1004449.375000 Penalty: 2960.487793
	Iteration 25Q: 3 clusters Score -1004449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1004453.562500 Penalty: 2960.487793
	Iteration 26Q: 3 clusters Score -1004454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1004454.500000 Penalty: 2960.487793
	Iteration 27Q: 3 clusters Score -1004454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1004454.500000 Penalty: 2960.487793
	Iteration 28F: 3 clusters Score -1004454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -270558.937500 Penalty: 1281.915283
	Iteration 0F: 2 clusters Score -270558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -268106.843750 Penalty: 2563.830566
	Iteration 0F: 3 clusters Score -268106.8 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -268872.718750 Penalty: 2563.830566
	Iteration 1F: 3 clusters Score -268872.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -269083.718750 Penalty: 2563.830566
	Iteration 2F: 3 clusters Score -269083.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -269243.750000 Penalty: 2563.830566
	Iteration 3F: 3 clusters Score -269243.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -269384.562500 Penalty: 2563.830566
	Iteration 4F: 3 clusters Score -269384.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -269524.687500 Penalty: 2563.830566
	Iteration 5F: 3 clusters Score -269524.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -269657.687500 Penalty: 2563.830566
	Iteration 6F: 3 clusters Score -269657.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -269768.031250 Penalty: 2563.830566
	Iteration 7Q: 3 clusters Score -269768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -269837.500000 Penalty: 2563.830566
	Iteration 8Q: 3 clusters Score -269837.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -269868.156250 Penalty: 2563.830566
	Iteration 9Q: 3 clusters Score -269868.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -269888.562500 Penalty: 2563.830566
	Iteration 10Q: 3 clusters Score -269888.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -269907.687500 Penalty: 2563.830566
	Iteration 11Q: 3 clusters Score -269907.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -269918.343750 Penalty: 2563.830566
	Iteration 12Q: 3 clusters Score -269918.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -269924.875000 Penalty: 2563.830566
	Iteration 13Q: 3 clusters Score -269924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -269928.750000 Penalty: 2563.830566
	Iteration 14Q: 3 clusters Score -269928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -269933.593750 Penalty: 2563.830566
	Iteration 15Q: 3 clusters Score -269933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -269936.187500 Penalty: 2563.830566
	Iteration 16Q: 3 clusters Score -269936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -269938.781250 Penalty: 2563.830566
	Iteration 17Q: 3 clusters Score -269938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -269939.312500 Penalty: 2563.830566
	Iteration 18Q: 3 clusters Score -269939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -269939.312500 Penalty: 2563.830566
	Iteration 19F: 3 clusters Score -269939.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (178527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178527 members 
Entering Unmasked Estep 
Score: -19573458.000000 Penalty: 1965.030396
	Iteration 0F: 2 clusters Score -1.957346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 89266 members 
Entering Unmasked Estep 
Score: -19470250.000000 Penalty: 3930.060791
	Iteration 0F: 3 clusters Score -1.947025e+07 nChanged 86045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -19520748.000000 Penalty: 3930.060791
	Iteration 1F: 3 clusters Score -1.952075e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -19521378.000000 Penalty: 3930.060791
	Iteration 2Q: 3 clusters Score -1.952138e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -19522244.000000 Penalty: 3930.060791
	Iteration 3Q: 3 clusters Score -1.952224e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -19523238.000000 Penalty: 3930.060791
	Iteration 4Q: 3 clusters Score -1.952324e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91697 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -19524790.000000 Penalty: 3930.060791
	Iteration 5Q: 3 clusters Score -1.952479e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -19526806.000000 Penalty: 3930.060791
	Iteration 6Q: 3 clusters Score -1.952681e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -19529514.000000 Penalty: 3930.060791
	Iteration 7Q: 3 clusters Score -1.952951e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -19533438.000000 Penalty: 3930.060791
	Iteration 8F: 3 clusters Score -1.953344e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112006 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -19538536.000000 Penalty: 3930.060791
	Iteration 9F: 3 clusters Score -1.953854e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122873 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -19545250.000000 Penalty: 3930.060791
	Iteration 10F: 3 clusters Score -1.954525e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135369 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -19552974.000000 Penalty: 3930.060791
	Iteration 11F: 3 clusters Score -1.955297e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147363 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -19560362.000000 Penalty: 3930.060791
	Iteration 12F: 3 clusters Score -1.956036e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157780 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -19566736.000000 Penalty: 3930.060791
	Iteration 13F: 3 clusters Score -1.956674e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165575 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -19570684.000000 Penalty: 3930.060791
	Iteration 14Q: 3 clusters Score -1.957068e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170805 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -19572326.000000 Penalty: 3930.060791
	Iteration 15Q: 3 clusters Score -1.957233e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173953 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -19572782.000000 Penalty: 3930.060791
	Iteration 16Q: 3 clusters Score -1.957278e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175824 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -19572980.000000 Penalty: 3930.060791
	Iteration 17Q: 3 clusters Score -1.957298e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176767 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -19573120.000000 Penalty: 3930.060791
	Iteration 18Q: 3 clusters Score -1.957312e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177144 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19573312.000000 Penalty: 3930.060791
	Iteration 19Q: 3 clusters Score -1.957331e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177242 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -19573574.000000 Penalty: 3930.060791
	Iteration 20F: 3 clusters Score -1.957357e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177207 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -19573788.000000 Penalty: 3930.060791
	Iteration 21Q: 3 clusters Score -1.957379e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177165 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -19573852.000000 Penalty: 3930.060791
	Iteration 22Q: 3 clusters Score -1.957385e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177131 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -19573882.000000 Penalty: 3930.060791
	Iteration 23Q: 3 clusters Score -1.957388e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177093 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -19573960.000000 Penalty: 3930.060791
	Iteration 24Q: 3 clusters Score -1.957396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177062 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -19573990.000000 Penalty: 3930.060791
	Iteration 25Q: 3 clusters Score -1.957399e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19573994.000000 Penalty: 3930.060791
	Iteration 26Q: 3 clusters Score -1.957399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177016 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -19574010.000000 Penalty: 3930.060791
	Iteration 27Q: 3 clusters Score -1.957401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177011 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19574006.000000 Penalty: 3930.060791
	Iteration 28Q: 3 clusters Score -1.957401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177000 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -19574010.000000 Penalty: 3930.060791
	Iteration 29Q: 3 clusters Score -1.957401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176987 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19574016.000000 Penalty: 3930.060791
	Iteration 30Q: 3 clusters Score -1.957402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176979 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19574016.000000 Penalty: 3930.060791
	Iteration 31Q: 3 clusters Score -1.957402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176974 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -19574026.000000 Penalty: 3930.060791
	Iteration 32Q: 3 clusters Score -1.957403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176969 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19574024.000000 Penalty: 3930.060791
	Iteration 33Q: 3 clusters Score -1.957402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176963 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19574030.000000 Penalty: 3930.060791
	Iteration 34Q: 3 clusters Score -1.957403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176956 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -19574028.000000 Penalty: 3930.060791
	Iteration 35Q: 3 clusters Score -1.957403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176951 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -19574026.000000 Penalty: 3930.060791
	Iteration 36Q: 3 clusters Score -1.957403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176947 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -19574014.000000 Penalty: 3930.060791
	Iteration 37Q: 3 clusters Score -1.957401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176945 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -19574028.000000 Penalty: 3930.060791
	Iteration 38Q: 3 clusters Score -1.957403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176944 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19574018.000000 Penalty: 3930.060791
	Iteration 39Q: 3 clusters Score -1.957402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176944 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19574018.000000 Penalty: 3930.060791
	Iteration 40F: 3 clusters Score -1.957402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 19802 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 8739 members 
Mstep: Class 5 contains 4596 members 
Mstep: Class 6 contains 9038 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 176944 members 
Mstep: Class 9 contains 12583 members 
Mstep: Class 10 contains 31060 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 18 contains 6673 members 
Mstep: Class 19 contains 4888 members 
Mstep: Class 20 contains 20387 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 23 contains 34449 members 
Mstep: Class 24 contains 509 members 
Entering Unmasked Estep 
Score: -41693932.000000 Penalty: 43896.656250
Splitting cluster 8 changes total score from -41693576.000000 to -41693932.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 9 (12583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Entering Unmasked Estep 
Score: -1414373.750000 Penalty: 1534.016479
	Iteration 0F: 2 clusters Score -1414374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1405587.625000 Penalty: 3068.032959
	Iteration 0F: 3 clusters Score -1405588 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1408499.125000 Penalty: 3068.032959
	Iteration 1F: 3 clusters Score -1408499 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1408811.375000 Penalty: 3068.032959
	Iteration 2F: 3 clusters Score -1408811 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1409113.500000 Penalty: 3068.032959
	Iteration 3F: 3 clusters Score -1409114 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1409425.250000 Penalty: 3068.032959
	Iteration 4Q: 3 clusters Score -1409425 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1409721.000000 Penalty: 3068.032959
	Iteration 5Q: 3 clusters Score -1409721 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1410043.375000 Penalty: 3068.032959
	Iteration 6Q: 3 clusters Score -1410043 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1410409.500000 Penalty: 3068.032959
	Iteration 7F: 3 clusters Score -1410410 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1410835.125000 Penalty: 3068.032959
	Iteration 8F: 3 clusters Score -1410835 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1411300.750000 Penalty: 3068.032959
	Iteration 9F: 3 clusters Score -1411301 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1411731.875000 Penalty: 3068.032959
	Iteration 10Q: 3 clusters Score -1411732 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1412046.875000 Penalty: 3068.032959
	Iteration 11Q: 3 clusters Score -1412047 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1412270.875000 Penalty: 3068.032959
	Iteration 12Q: 3 clusters Score -1412271 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1412415.500000 Penalty: 3068.032959
	Iteration 13Q: 3 clusters Score -1412416 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1412521.875000 Penalty: 3068.032959
	Iteration 14Q: 3 clusters Score -1412522 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1412592.250000 Penalty: 3068.032959
	Iteration 15Q: 3 clusters Score -1412592 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1412650.000000 Penalty: 3068.032959
	Iteration 16Q: 3 clusters Score -1412650 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1412706.625000 Penalty: 3068.032959
	Iteration 17Q: 3 clusters Score -1412707 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1412766.625000 Penalty: 3068.032959
	Iteration 18Q: 3 clusters Score -1412767 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1412837.250000 Penalty: 3068.032959
	Iteration 19Q: 3 clusters Score -1412837 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1412906.875000 Penalty: 3068.032959
	Iteration 20F: 3 clusters Score -1412907 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1412959.500000 Penalty: 3068.032959
	Iteration 21Q: 3 clusters Score -1412960 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1413006.375000 Penalty: 3068.032959
	Iteration 22Q: 3 clusters Score -1413006 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1413054.625000 Penalty: 3068.032959
	Iteration 23Q: 3 clusters Score -1413055 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1413116.250000 Penalty: 3068.032959
	Iteration 24Q: 3 clusters Score -1413116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1413170.875000 Penalty: 3068.032959
	Iteration 25Q: 3 clusters Score -1413171 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1413222.500000 Penalty: 3068.032959
	Iteration 26Q: 3 clusters Score -1413222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1413254.500000 Penalty: 3068.032959
	Iteration 27Q: 3 clusters Score -1413254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1413302.000000 Penalty: 3068.032959
	Iteration 28Q: 3 clusters Score -1413302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1413336.125000 Penalty: 3068.032959
	Iteration 29Q: 3 clusters Score -1413336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1413372.375000 Penalty: 3068.032959
	Iteration 30Q: 3 clusters Score -1413372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1413399.500000 Penalty: 3068.032959
	Iteration 31Q: 3 clusters Score -1413400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1413429.500000 Penalty: 3068.032959
	Iteration 32Q: 3 clusters Score -1413430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1413457.250000 Penalty: 3068.032959
	Iteration 33Q: 3 clusters Score -1413457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1413476.125000 Penalty: 3068.032959
	Iteration 34Q: 3 clusters Score -1413476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1413496.000000 Penalty: 3068.032959
	Iteration 35Q: 3 clusters Score -1413496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1413500.625000 Penalty: 3068.032959
	Iteration 36Q: 3 clusters Score -1413501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1413509.000000 Penalty: 3068.032959
	Iteration 37Q: 3 clusters Score -1413509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1413518.125000 Penalty: 3068.032959
	Iteration 38Q: 3 clusters Score -1413518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1413525.375000 Penalty: 3068.032959
	Iteration 39Q: 3 clusters Score -1413525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1413535.750000 Penalty: 3068.032959
	Iteration 40F: 3 clusters Score -1413536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1413548.750000 Penalty: 3068.032959
	Iteration 41Q: 3 clusters Score -1413549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1413562.750000 Penalty: 3068.032959
	Iteration 42Q: 3 clusters Score -1413563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1413565.500000 Penalty: 3068.032959
	Iteration 43Q: 3 clusters Score -1413566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1413577.875000 Penalty: 3068.032959
	Iteration 44Q: 3 clusters Score -1413578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1413580.875000 Penalty: 3068.032959
	Iteration 45Q: 3 clusters Score -1413581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1413581.250000 Penalty: 3068.032959
	Iteration 46Q: 3 clusters Score -1413581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1413581.500000 Penalty: 3068.032959
	Iteration 47Q: 3 clusters Score -1413582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1413583.000000 Penalty: 3068.032959
	Iteration 48Q: 3 clusters Score -1413583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1413589.625000 Penalty: 3068.032959
	Iteration 49Q: 3 clusters Score -1413590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1413591.625000 Penalty: 3068.032959
	Iteration 50Q: 3 clusters Score -1413592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1413592.375000 Penalty: 3068.032959
	Iteration 51Q: 3 clusters Score -1413592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1413602.875000 Penalty: 3068.032959
	Iteration 52Q: 3 clusters Score -1413603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1413611.125000 Penalty: 3068.032959
	Iteration 53Q: 3 clusters Score -1413611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1413617.125000 Penalty: 3068.032959
	Iteration 54Q: 3 clusters Score -1413617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1413620.500000 Penalty: 3068.032959
	Iteration 55Q: 3 clusters Score -1413620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1413621.375000 Penalty: 3068.032959
	Iteration 56Q: 3 clusters Score -1413621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1413622.375000 Penalty: 3068.032959
	Iteration 57Q: 3 clusters Score -1413622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1413622.750000 Penalty: 3068.032959
	Iteration 58Q: 3 clusters Score -1413623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1413621.625000 Penalty: 3068.032959
	Iteration 59Q: 3 clusters Score -1413622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1413621.625000 Penalty: 3068.032959
	Iteration 60F: 3 clusters Score -1413622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Entering Unmasked Estep 
Score: -3487154.750000 Penalty: 1680.847412
	Iteration 0F: 2 clusters Score -3487155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3466177.500000 Penalty: 3361.694824
	Iteration 0F: 3 clusters Score -3466178 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3474213.750000 Penalty: 3361.694824
	Iteration 1F: 3 clusters Score -3474214 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3474656.750000 Penalty: 3361.694824
	Iteration 2Q: 3 clusters Score -3474657 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3475212.750000 Penalty: 3361.694824
	Iteration 3Q: 3 clusters Score -3475213 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3476003.250000 Penalty: 3361.694824
	Iteration 4F: 3 clusters Score -3476003 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3477181.250000 Penalty: 3361.694824
	Iteration 5F: 3 clusters Score -3477181 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3478856.000000 Penalty: 3361.694824
	Iteration 6F: 3 clusters Score -3478856 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3480984.750000 Penalty: 3361.694824
	Iteration 7F: 3 clusters Score -3480985 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3483030.000000 Penalty: 3361.694824
	Iteration 8F: 3 clusters Score -3483030 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3484424.250000 Penalty: 3361.694824
	Iteration 9Q: 3 clusters Score -3484424 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3485111.500000 Penalty: 3361.694824
	Iteration 10Q: 3 clusters Score -3485112 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3485430.750000 Penalty: 3361.694824
	Iteration 11Q: 3 clusters Score -3485431 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3485576.500000 Penalty: 3361.694824
	Iteration 12Q: 3 clusters Score -3485576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3485629.750000 Penalty: 3361.694824
	Iteration 13Q: 3 clusters Score -3485630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3485639.000000 Penalty: 3361.694824
	Iteration 14Q: 3 clusters Score -3485639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3485647.500000 Penalty: 3361.694824
	Iteration 15Q: 3 clusters Score -3485648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3485653.250000 Penalty: 3361.694824
	Iteration 16Q: 3 clusters Score -3485653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3485659.750000 Penalty: 3361.694824
	Iteration 17Q: 3 clusters Score -3485660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3485671.000000 Penalty: 3361.694824
	Iteration 18Q: 3 clusters Score -3485671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3485679.750000 Penalty: 3361.694824
	Iteration 19Q: 3 clusters Score -3485680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3485686.000000 Penalty: 3361.694824
	Iteration 20F: 3 clusters Score -3485686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3485692.000000 Penalty: 3361.694824
	Iteration 21Q: 3 clusters Score -3485692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3485690.750000 Penalty: 3361.694824
	Iteration 22Q: 3 clusters Score -3485691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3485690.750000 Penalty: 3361.694824
	Iteration 23F: 3 clusters Score -3485691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -43745.351562 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -43745.35 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: -42777.718750 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -42777.72 nChanged 85
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: -42960.636719 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -42960.64 nChanged 27
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: -43073.261719 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -43073.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43146.843750 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -43146.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43204.519531 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -43204.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43286.464844 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -43286.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43361.800781 Penalty: 1964.626709
	Iteration 6F: 3 clusters Score -43361.8 nChanged 15
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: -43413.343750 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -43413.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43439.375000 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -43439.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43453.765625 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -43453.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43466.089844 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -43466.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43472.781250 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -43472.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43472.781250 Penalty: 1964.626709
	Iteration 12F: 3 clusters Score -43472.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -283244.312500 Penalty: 1272.573242
	Iteration 0F: 2 clusters Score -283244.3 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 1242 members 
Entering Unmasked Estep 
Score: -280825.968750 Penalty: 2545.146484
	Iteration 0F: 3 clusters Score -280826 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -281342.000000 Penalty: 2545.146484
	Iteration 1F: 3 clusters Score -281342 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -281435.250000 Penalty: 2545.146484
	Iteration 2F: 3 clusters Score -281435.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -281495.312500 Penalty: 2545.146484
	Iteration 3Q: 3 clusters Score -281495.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -281537.906250 Penalty: 2545.146484
	Iteration 4Q: 3 clusters Score -281537.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -281572.062500 Penalty: 2545.146484
	Iteration 5Q: 3 clusters Score -281572.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -281591.812500 Penalty: 2545.146484
	Iteration 6Q: 3 clusters Score -281591.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -281607.343750 Penalty: 2545.146484
	Iteration 7Q: 3 clusters Score -281607.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -281617.968750 Penalty: 2545.146484
	Iteration 8Q: 3 clusters Score -281618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -281624.468750 Penalty: 2545.146484
	Iteration 9Q: 3 clusters Score -281624.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -281628.656250 Penalty: 2545.146484
	Iteration 10Q: 3 clusters Score -281628.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -281634.593750 Penalty: 2545.146484
	Iteration 11Q: 3 clusters Score -281634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -281638.343750 Penalty: 2545.146484
	Iteration 12Q: 3 clusters Score -281638.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -281642.750000 Penalty: 2545.146484
	Iteration 13Q: 3 clusters Score -281642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -281646.406250 Penalty: 2545.146484
	Iteration 14Q: 3 clusters Score -281646.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -281650.531250 Penalty: 2545.146484
	Iteration 15Q: 3 clusters Score -281650.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -281656.156250 Penalty: 2545.146484
	Iteration 16Q: 3 clusters Score -281656.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -281661.437500 Penalty: 2545.146484
	Iteration 17Q: 3 clusters Score -281661.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -281666.062500 Penalty: 2545.146484
	Iteration 18Q: 3 clusters Score -281666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -281667.531250 Penalty: 2545.146484
	Iteration 19Q: 3 clusters Score -281667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -281668.250000 Penalty: 2545.146484
	Iteration 20F: 3 clusters Score -281668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Entering Unmasked Estep 
Score: -1462522.875000 Penalty: 1538.273804
	Iteration 0F: 2 clusters Score -1462523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1453460.625000 Penalty: 3076.547607
	Iteration 0F: 3 clusters Score -1453461 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1456499.500000 Penalty: 3076.547607
	Iteration 1F: 3 clusters Score -1456500 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1456757.250000 Penalty: 3076.547607
	Iteration 2F: 3 clusters Score -1456757 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1456992.125000 Penalty: 3076.547607
	Iteration 3Q: 3 clusters Score -1456992 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1457250.625000 Penalty: 3076.547607
	Iteration 4Q: 3 clusters Score -1457251 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1457550.875000 Penalty: 3076.547607
	Iteration 5Q: 3 clusters Score -1457551 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1457890.875000 Penalty: 3076.547607
	Iteration 6Q: 3 clusters Score -1457891 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1458290.625000 Penalty: 3076.547607
	Iteration 7Q: 3 clusters Score -1458291 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1458753.500000 Penalty: 3076.547607
	Iteration 8Q: 3 clusters Score -1458754 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1459269.875000 Penalty: 3076.547607
	Iteration 9F: 3 clusters Score -1459270 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1459779.625000 Penalty: 3076.547607
	Iteration 10F: 3 clusters Score -1459780 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1460180.375000 Penalty: 3076.547607
	Iteration 11Q: 3 clusters Score -1460180 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1460478.250000 Penalty: 3076.547607
	Iteration 12Q: 3 clusters Score -1460478 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1460706.625000 Penalty: 3076.547607
	Iteration 13Q: 3 clusters Score -1460707 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1460843.375000 Penalty: 3076.547607
	Iteration 14Q: 3 clusters Score -1460843 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1460935.625000 Penalty: 3076.547607
	Iteration 15Q: 3 clusters Score -1460936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1460993.625000 Penalty: 3076.547607
	Iteration 16Q: 3 clusters Score -1460994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1461036.375000 Penalty: 3076.547607
	Iteration 17Q: 3 clusters Score -1461036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1461071.500000 Penalty: 3076.547607
	Iteration 18Q: 3 clusters Score -1461072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1461103.875000 Penalty: 3076.547607
	Iteration 19Q: 3 clusters Score -1461104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1461120.750000 Penalty: 3076.547607
	Iteration 20F: 3 clusters Score -1461121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1461130.375000 Penalty: 3076.547607
	Iteration 21Q: 3 clusters Score -1461130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1461146.500000 Penalty: 3076.547607
	Iteration 22Q: 3 clusters Score -1461146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1461155.875000 Penalty: 3076.547607
	Iteration 23Q: 3 clusters Score -1461156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1461174.500000 Penalty: 3076.547607
	Iteration 24Q: 3 clusters Score -1461174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1461191.000000 Penalty: 3076.547607
	Iteration 25Q: 3 clusters Score -1461191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1461198.000000 Penalty: 3076.547607
	Iteration 26Q: 3 clusters Score -1461198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1461200.750000 Penalty: 3076.547607
	Iteration 27Q: 3 clusters Score -1461201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1461204.500000 Penalty: 3076.547607
	Iteration 28Q: 3 clusters Score -1461204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1461208.125000 Penalty: 3076.547607
	Iteration 29Q: 3 clusters Score -1461208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1461210.375000 Penalty: 3076.547607
	Iteration 30Q: 3 clusters Score -1461210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1461213.250000 Penalty: 3076.547607
	Iteration 31Q: 3 clusters Score -1461213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1461213.250000 Penalty: 3076.547607
	Iteration 32F: 3 clusters Score -1461213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -291622.625000 Penalty: 1279.088013
	Iteration 0F: 2 clusters Score -291622.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -289166.812500 Penalty: 2558.176025
	Iteration 0F: 3 clusters Score -289166.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -289772.750000 Penalty: 2558.176025
	Iteration 1F: 3 clusters Score -289772.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -289886.281250 Penalty: 2558.176025
	Iteration 2F: 3 clusters Score -289886.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -289949.843750 Penalty: 2558.176025
	Iteration 3Q: 3 clusters Score -289949.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -289994.656250 Penalty: 2558.176025
	Iteration 4Q: 3 clusters Score -289994.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -290025.468750 Penalty: 2558.176025
	Iteration 5Q: 3 clusters Score -290025.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -290048.250000 Penalty: 2558.176025
	Iteration 6Q: 3 clusters Score -290048.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -290063.406250 Penalty: 2558.176025
	Iteration 7Q: 3 clusters Score -290063.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -290073.593750 Penalty: 2558.176025
	Iteration 8Q: 3 clusters Score -290073.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -290086.437500 Penalty: 2558.176025
	Iteration 9Q: 3 clusters Score -290086.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -290099.718750 Penalty: 2558.176025
	Iteration 10Q: 3 clusters Score -290099.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -290117.281250 Penalty: 2558.176025
	Iteration 11Q: 3 clusters Score -290117.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -290132.218750 Penalty: 2558.176025
	Iteration 12Q: 3 clusters Score -290132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -290145.375000 Penalty: 2558.176025
	Iteration 13Q: 3 clusters Score -290145.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -290154.812500 Penalty: 2558.176025
	Iteration 14Q: 3 clusters Score -290154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -290162.718750 Penalty: 2558.176025
	Iteration 15Q: 3 clusters Score -290162.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -290173.812500 Penalty: 2558.176025
	Iteration 16Q: 3 clusters Score -290173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -290184.312500 Penalty: 2558.176025
	Iteration 17Q: 3 clusters Score -290184.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -290195.062500 Penalty: 2558.176025
	Iteration 18Q: 3 clusters Score -290195.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -290205.125000 Penalty: 2558.176025
	Iteration 19Q: 3 clusters Score -290205.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -290217.375000 Penalty: 2558.176025
	Iteration 20F: 3 clusters Score -290217.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -290226.687500 Penalty: 2558.176025
	Iteration 21Q: 3 clusters Score -290226.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -290245.250000 Penalty: 2558.176025
	Iteration 22Q: 3 clusters Score -290245.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -290260.406250 Penalty: 2558.176025
	Iteration 23Q: 3 clusters Score -290260.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -290275.937500 Penalty: 2558.176025
	Iteration 24Q: 3 clusters Score -290275.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -290292.312500 Penalty: 2558.176025
	Iteration 25Q: 3 clusters Score -290292.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -290301.656250 Penalty: 2558.176025
	Iteration 26Q: 3 clusters Score -290301.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -290307.062500 Penalty: 2558.176025
	Iteration 27Q: 3 clusters Score -290307.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -290314.156250 Penalty: 2558.176025
	Iteration 28Q: 3 clusters Score -290314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -290322.875000 Penalty: 2558.176025
	Iteration 29Q: 3 clusters Score -290322.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -290332.906250 Penalty: 2558.176025
	Iteration 30Q: 3 clusters Score -290332.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -290341.312500 Penalty: 2558.176025
	Iteration 31Q: 3 clusters Score -290341.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -290345.843750 Penalty: 2558.176025
	Iteration 32Q: 3 clusters Score -290345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -290350.125000 Penalty: 2558.176025
	Iteration 33Q: 3 clusters Score -290350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -290352.156250 Penalty: 2558.176025
	Iteration 34Q: 3 clusters Score -290352.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -290356.656250 Penalty: 2558.176025
	Iteration 35Q: 3 clusters Score -290356.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -290359.750000 Penalty: 2558.176025
	Iteration 36Q: 3 clusters Score -290359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -290363.468750 Penalty: 2558.176025
	Iteration 37Q: 3 clusters Score -290363.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -290367.375000 Penalty: 2558.176025
	Iteration 38Q: 3 clusters Score -290367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -290369.187500 Penalty: 2558.176025
	Iteration 39Q: 3 clusters Score -290369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -290371.312500 Penalty: 2558.176025
	Iteration 40F: 3 clusters Score -290371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -290372.093750 Penalty: 2558.176025
	Iteration 41Q: 3 clusters Score -290372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -290372.812500 Penalty: 2558.176025
	Iteration 42Q: 3 clusters Score -290372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -290375.562500 Penalty: 2558.176025
	Iteration 43Q: 3 clusters Score -290375.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -290377.375000 Penalty: 2558.176025
	Iteration 44Q: 3 clusters Score -290377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -290379.531250 Penalty: 2558.176025
	Iteration 45Q: 3 clusters Score -290379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -290381.500000 Penalty: 2558.176025
	Iteration 46Q: 3 clusters Score -290381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -290383.468750 Penalty: 2558.176025
	Iteration 47Q: 3 clusters Score -290383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -290385.687500 Penalty: 2558.176025
	Iteration 48Q: 3 clusters Score -290385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -290385.656250 Penalty: 2558.176025
	Iteration 49Q: 3 clusters Score -290385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -290385.656250 Penalty: 2558.176025
	Iteration 50F: 3 clusters Score -290385.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Entering Unmasked Estep 
Score: -709748.000000 Penalty: 1430.946655
	Iteration 0F: 2 clusters Score -709748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -704666.562500 Penalty: 2861.893311
	Iteration 0F: 3 clusters Score -704666.6 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -706224.312500 Penalty: 2861.893311
	Iteration 1F: 3 clusters Score -706224.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -706556.875000 Penalty: 2861.893311
	Iteration 2F: 3 clusters Score -706556.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -706952.187500 Penalty: 2861.893311
	Iteration 3F: 3 clusters Score -706952.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -707491.562500 Penalty: 2861.893311
	Iteration 4F: 3 clusters Score -707491.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -708027.625000 Penalty: 2861.893311
	Iteration 5F: 3 clusters Score -708027.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -708379.687500 Penalty: 2861.893311
	Iteration 6F: 3 clusters Score -708379.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -708576.812500 Penalty: 2861.893311
	Iteration 7Q: 3 clusters Score -708576.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -708716.437500 Penalty: 2861.893311
	Iteration 8Q: 3 clusters Score -708716.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -708847.562500 Penalty: 2861.893311
	Iteration 9Q: 3 clusters Score -708847.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -708964.062500 Penalty: 2861.893311
	Iteration 10Q: 3 clusters Score -708964.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -709063.437500 Penalty: 2861.893311
	Iteration 11Q: 3 clusters Score -709063.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -709146.562500 Penalty: 2861.893311
	Iteration 12Q: 3 clusters Score -709146.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -709212.187500 Penalty: 2861.893311
	Iteration 13Q: 3 clusters Score -709212.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -709279.812500 Penalty: 2861.893311
	Iteration 14Q: 3 clusters Score -709279.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -709351.000000 Penalty: 2861.893311
	Iteration 15Q: 3 clusters Score -709351 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -709413.687500 Penalty: 2861.893311
	Iteration 16Q: 3 clusters Score -709413.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -709470.187500 Penalty: 2861.893311
	Iteration 17Q: 3 clusters Score -709470.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -709503.937500 Penalty: 2861.893311
	Iteration 18Q: 3 clusters Score -709503.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -709533.250000 Penalty: 2861.893311
	Iteration 19Q: 3 clusters Score -709533.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -709549.562500 Penalty: 2861.893311
	Iteration 20F: 3 clusters Score -709549.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -709562.062500 Penalty: 2861.893311
	Iteration 21Q: 3 clusters Score -709562.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -709571.500000 Penalty: 2861.893311
	Iteration 22Q: 3 clusters Score -709571.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -709575.000000 Penalty: 2861.893311
	Iteration 23Q: 3 clusters Score -709575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -709578.437500 Penalty: 2861.893311
	Iteration 24Q: 3 clusters Score -709578.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -709582.437500 Penalty: 2861.893311
	Iteration 25Q: 3 clusters Score -709582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -709584.125000 Penalty: 2861.893311
	Iteration 26Q: 3 clusters Score -709584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -709585.500000 Penalty: 2861.893311
	Iteration 27Q: 3 clusters Score -709585.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -709585.062500 Penalty: 2861.893311
	Iteration 28Q: 3 clusters Score -709585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -709586.375000 Penalty: 2861.893311
	Iteration 29Q: 3 clusters Score -709586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -709586.437500 Penalty: 2861.893311
	Iteration 30Q: 3 clusters Score -709586.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -709587.625000 Penalty: 2861.893311
	Iteration 31Q: 3 clusters Score -709587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -709588.187500 Penalty: 2861.893311
	Iteration 32Q: 3 clusters Score -709588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -709589.250000 Penalty: 2861.893311
	Iteration 33Q: 3 clusters Score -709589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -709589.250000 Penalty: 2861.893311
	Iteration 34F: 3 clusters Score -709589.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Entering Unmasked Estep 
Score: -540798.750000 Penalty: 1380.362427
	Iteration 0F: 2 clusters Score -540798.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -536920.312500 Penalty: 2760.724854
	Iteration 0F: 3 clusters Score -536920.3 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -537948.187500 Penalty: 2760.724854
	Iteration 1F: 3 clusters Score -537948.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -538107.000000 Penalty: 2760.724854
	Iteration 2F: 3 clusters Score -538107 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -538211.687500 Penalty: 2760.724854
	Iteration 3Q: 3 clusters Score -538211.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -538307.937500 Penalty: 2760.724854
	Iteration 4Q: 3 clusters Score -538307.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -538392.187500 Penalty: 2760.724854
	Iteration 5Q: 3 clusters Score -538392.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -538487.875000 Penalty: 2760.724854
	Iteration 6Q: 3 clusters Score -538487.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -538584.062500 Penalty: 2760.724854
	Iteration 7Q: 3 clusters Score -538584.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -538680.125000 Penalty: 2760.724854
	Iteration 8Q: 3 clusters Score -538680.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -538790.125000 Penalty: 2760.724854
	Iteration 9Q: 3 clusters Score -538790.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -538910.000000 Penalty: 2760.724854
	Iteration 10Q: 3 clusters Score -538910 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -539058.750000 Penalty: 2760.724854
	Iteration 11Q: 3 clusters Score -539058.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -539179.375000 Penalty: 2760.724854
	Iteration 12Q: 3 clusters Score -539179.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -539267.750000 Penalty: 2760.724854
	Iteration 13Q: 3 clusters Score -539267.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -539354.812500 Penalty: 2760.724854
	Iteration 14Q: 3 clusters Score -539354.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -539429.875000 Penalty: 2760.724854
	Iteration 15Q: 3 clusters Score -539429.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -539496.312500 Penalty: 2760.724854
	Iteration 16Q: 3 clusters Score -539496.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -539528.625000 Penalty: 2760.724854
	Iteration 17Q: 3 clusters Score -539528.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -539552.250000 Penalty: 2760.724854
	Iteration 18Q: 3 clusters Score -539552.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -539566.750000 Penalty: 2760.724854
	Iteration 19Q: 3 clusters Score -539566.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -539577.062500 Penalty: 2760.724854
	Iteration 20F: 3 clusters Score -539577.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -539580.062500 Penalty: 2760.724854
	Iteration 21Q: 3 clusters Score -539580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -539582.812500 Penalty: 2760.724854
	Iteration 22Q: 3 clusters Score -539582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -539584.187500 Penalty: 2760.724854
	Iteration 23Q: 3 clusters Score -539584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -539585.687500 Penalty: 2760.724854
	Iteration 24Q: 3 clusters Score -539585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -539590.875000 Penalty: 2760.724854
	Iteration 25Q: 3 clusters Score -539590.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -539598.375000 Penalty: 2760.724854
	Iteration 26Q: 3 clusters Score -539598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -539602.562500 Penalty: 2760.724854
	Iteration 27Q: 3 clusters Score -539602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -539604.312500 Penalty: 2760.724854
	Iteration 28Q: 3 clusters Score -539604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -539604.312500 Penalty: 2760.724854
	Iteration 29F: 3 clusters Score -539604.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Entering Unmasked Estep 
Score: -2301793.000000 Penalty: 1612.431152
	Iteration 0F: 2 clusters Score -2301793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2287801.500000 Penalty: 3224.862305
	Iteration 0F: 3 clusters Score -2287802 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2292827.000000 Penalty: 3224.862305
	Iteration 1F: 3 clusters Score -2292827 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2293297.000000 Penalty: 3224.862305
	Iteration 2F: 3 clusters Score -2293297 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2293981.250000 Penalty: 3224.862305
	Iteration 3F: 3 clusters Score -2293981 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2294894.500000 Penalty: 3224.862305
	Iteration 4F: 3 clusters Score -2294894 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2295766.000000 Penalty: 3224.862305
	Iteration 5F: 3 clusters Score -2295766 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2296503.000000 Penalty: 3224.862305
	Iteration 6F: 3 clusters Score -2296503 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2297116.250000 Penalty: 3224.862305
	Iteration 7F: 3 clusters Score -2297116 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2297626.750000 Penalty: 3224.862305
	Iteration 8Q: 3 clusters Score -2297627 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2297977.500000 Penalty: 3224.862305
	Iteration 9Q: 3 clusters Score -2297978 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2298181.000000 Penalty: 3224.862305
	Iteration 10Q: 3 clusters Score -2298181 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2298284.500000 Penalty: 3224.862305
	Iteration 11Q: 3 clusters Score -2298284 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2298351.750000 Penalty: 3224.862305
	Iteration 12Q: 3 clusters Score -2298352 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2298401.250000 Penalty: 3224.862305
	Iteration 13Q: 3 clusters Score -2298401 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2298430.750000 Penalty: 3224.862305
	Iteration 14Q: 3 clusters Score -2298431 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2298457.750000 Penalty: 3224.862305
	Iteration 15Q: 3 clusters Score -2298458 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2298485.000000 Penalty: 3224.862305
	Iteration 16Q: 3 clusters Score -2298485 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2298508.750000 Penalty: 3224.862305
	Iteration 17Q: 3 clusters Score -2298509 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2298534.750000 Penalty: 3224.862305
	Iteration 18Q: 3 clusters Score -2298535 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2298548.000000 Penalty: 3224.862305
	Iteration 19Q: 3 clusters Score -2298548 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2298564.000000 Penalty: 3224.862305
	Iteration 20F: 3 clusters Score -2298564 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2298579.750000 Penalty: 3224.862305
	Iteration 21Q: 3 clusters Score -2298580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2298593.500000 Penalty: 3224.862305
	Iteration 22Q: 3 clusters Score -2298594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2298607.500000 Penalty: 3224.862305
	Iteration 23Q: 3 clusters Score -2298608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2298616.500000 Penalty: 3224.862305
	Iteration 24Q: 3 clusters Score -2298616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2298623.750000 Penalty: 3224.862305
	Iteration 25Q: 3 clusters Score -2298624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2298629.500000 Penalty: 3224.862305
	Iteration 26Q: 3 clusters Score -2298630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2298640.750000 Penalty: 3224.862305
	Iteration 27Q: 3 clusters Score -2298641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2298633.000000 Penalty: 3224.862305
	Iteration 28Q: 3 clusters Score -2298633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2298641.750000 Penalty: 3224.862305
	Iteration 29Q: 3 clusters Score -2298642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2298646.000000 Penalty: 3224.862305
	Iteration 30Q: 3 clusters Score -2298646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2298655.000000 Penalty: 3224.862305
	Iteration 31Q: 3 clusters Score -2298655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2298657.500000 Penalty: 3224.862305
	Iteration 32Q: 3 clusters Score -2298658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2298659.250000 Penalty: 3224.862305
	Iteration 33Q: 3 clusters Score -2298659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2298665.750000 Penalty: 3224.862305
	Iteration 34Q: 3 clusters Score -2298666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2298667.000000 Penalty: 3224.862305
	Iteration 35Q: 3 clusters Score -2298667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2298666.000000 Penalty: 3224.862305
	Iteration 36Q: 3 clusters Score -2298666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2298671.500000 Penalty: 3224.862305
	Iteration 37Q: 3 clusters Score -2298672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2298671.000000 Penalty: 3224.862305
	Iteration 38Q: 3 clusters Score -2298671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2298677.500000 Penalty: 3224.862305
	Iteration 39Q: 3 clusters Score -2298678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2298681.500000 Penalty: 3224.862305
	Iteration 40F: 3 clusters Score -2298682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2298682.250000 Penalty: 3224.862305
	Iteration 41Q: 3 clusters Score -2298682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2298684.250000 Penalty: 3224.862305
	Iteration 42Q: 3 clusters Score -2298684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2298685.750000 Penalty: 3224.862305
	Iteration 43Q: 3 clusters Score -2298686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2298685.000000 Penalty: 3224.862305
	Iteration 44Q: 3 clusters Score -2298685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2298677.000000 Penalty: 3224.862305
	Iteration 45Q: 3 clusters Score -2298677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2298678.750000 Penalty: 3224.862305
	Iteration 46Q: 3 clusters Score -2298679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2298681.750000 Penalty: 3224.862305
	Iteration 47Q: 3 clusters Score -2298682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2298687.500000 Penalty: 3224.862305
	Iteration 48Q: 3 clusters Score -2298688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2298685.000000 Penalty: 3224.862305
	Iteration 49Q: 3 clusters Score -2298685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2298687.750000 Penalty: 3224.862305
	Iteration 50Q: 3 clusters Score -2298688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2298687.250000 Penalty: 3224.862305
	Iteration 51Q: 3 clusters Score -2298687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2298693.250000 Penalty: 3224.862305
	Iteration 52Q: 3 clusters Score -2298693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2298691.750000 Penalty: 3224.862305
	Iteration 53Q: 3 clusters Score -2298692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2298697.250000 Penalty: 3224.862305
	Iteration 54Q: 3 clusters Score -2298697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2298698.250000 Penalty: 3224.862305
	Iteration 55Q: 3 clusters Score -2298698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2298693.250000 Penalty: 3224.862305
	Iteration 56Q: 3 clusters Score -2298693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2298694.750000 Penalty: 3224.862305
	Iteration 57Q: 3 clusters Score -2298695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2298698.500000 Penalty: 3224.862305
	Iteration 58Q: 3 clusters Score -2298698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2298699.000000 Penalty: 3224.862305
	Iteration 59Q: 3 clusters Score -2298699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2298703.500000 Penalty: 3224.862305
	Iteration 60F: 3 clusters Score -2298704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2298706.000000 Penalty: 3224.862305
	Iteration 61Q: 3 clusters Score -2298706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2298702.750000 Penalty: 3224.862305
	Iteration 62Q: 3 clusters Score -2298703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2298698.500000 Penalty: 3224.862305
	Iteration 63Q: 3 clusters Score -2298698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2298693.000000 Penalty: 3224.862305
	Iteration 64Q: 3 clusters Score -2298693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2298689.750000 Penalty: 3224.862305
	Iteration 65Q: 3 clusters Score -2298690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2298689.250000 Penalty: 3224.862305
	Iteration 66Q: 3 clusters Score -2298689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2298695.500000 Penalty: 3224.862305
	Iteration 67Q: 3 clusters Score -2298696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2298702.750000 Penalty: 3224.862305
	Iteration 68Q: 3 clusters Score -2298703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2298710.000000 Penalty: 3224.862305
	Iteration 69Q: 3 clusters Score -2298710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2298715.500000 Penalty: 3224.862305
	Iteration 70Q: 3 clusters Score -2298716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2298714.750000 Penalty: 3224.862305
	Iteration 71Q: 3 clusters Score -2298715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2298716.000000 Penalty: 3224.862305
	Iteration 72Q: 3 clusters Score -2298716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2298717.750000 Penalty: 3224.862305
	Iteration 73Q: 3 clusters Score -2298718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2298725.750000 Penalty: 3224.862305
	Iteration 74Q: 3 clusters Score -2298726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2298724.500000 Penalty: 3224.862305
	Iteration 75Q: 3 clusters Score -2298724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2298726.750000 Penalty: 3224.862305
	Iteration 76Q: 3 clusters Score -2298727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2298725.500000 Penalty: 3224.862305
	Iteration 77Q: 3 clusters Score -2298726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2298732.000000 Penalty: 3224.862305
	Iteration 78Q: 3 clusters Score -2298732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2298743.000000 Penalty: 3224.862305
	Iteration 79Q: 3 clusters Score -2298743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2298742.750000 Penalty: 3224.862305
	Iteration 80F: 3 clusters Score -2298743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2298744.750000 Penalty: 3224.862305
	Iteration 81Q: 3 clusters Score -2298745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2298752.250000 Penalty: 3224.862305
	Iteration 82Q: 3 clusters Score -2298752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2298758.250000 Penalty: 3224.862305
	Iteration 83Q: 3 clusters Score -2298758 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2298769.250000 Penalty: 3224.862305
	Iteration 84Q: 3 clusters Score -2298769 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2298787.750000 Penalty: 3224.862305
	Iteration 85Q: 3 clusters Score -2298788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2298793.000000 Penalty: 3224.862305
	Iteration 86Q: 3 clusters Score -2298793 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2298802.250000 Penalty: 3224.862305
	Iteration 87Q: 3 clusters Score -2298802 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2298807.250000 Penalty: 3224.862305
	Iteration 88Q: 3 clusters Score -2298807 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2298828.500000 Penalty: 3224.862305
	Iteration 89Q: 3 clusters Score -2298828 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2298832.750000 Penalty: 3224.862305
	Iteration 90Q: 3 clusters Score -2298833 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2298852.250000 Penalty: 3224.862305
	Iteration 91Q: 3 clusters Score -2298852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2298858.750000 Penalty: 3224.862305
	Iteration 92Q: 3 clusters Score -2298859 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2298867.500000 Penalty: 3224.862305
	Iteration 93Q: 3 clusters Score -2298868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2298880.750000 Penalty: 3224.862305
	Iteration 94Q: 3 clusters Score -2298881 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2298898.500000 Penalty: 3224.862305
	Iteration 95Q: 3 clusters Score -2298898 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2298917.250000 Penalty: 3224.862305
	Iteration 96Q: 3 clusters Score -2298917 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2298934.500000 Penalty: 3224.862305
	Iteration 97Q: 3 clusters Score -2298934 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2298958.250000 Penalty: 3224.862305
	Iteration 98Q: 3 clusters Score -2298958 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2298981.250000 Penalty: 3224.862305
	Iteration 99Q: 3 clusters Score -2298981 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2299004.000000 Penalty: 3224.862305
	Iteration 100F: 3 clusters Score -2299004 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2299028.000000 Penalty: 3224.862305
	Iteration 101Q: 3 clusters Score -2299028 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2299060.000000 Penalty: 3224.862305
	Iteration 102Q: 3 clusters Score -2299060 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2299094.000000 Penalty: 3224.862305
	Iteration 103Q: 3 clusters Score -2299094 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2299121.250000 Penalty: 3224.862305
	Iteration 104Q: 3 clusters Score -2299121 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2299165.000000 Penalty: 3224.862305
	Iteration 105Q: 3 clusters Score -2299165 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2299222.500000 Penalty: 3224.862305
	Iteration 106Q: 3 clusters Score -2299222 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2299278.250000 Penalty: 3224.862305
	Iteration 107Q: 3 clusters Score -2299278 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2299368.750000 Penalty: 3224.862305
	Iteration 108Q: 3 clusters Score -2299369 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2299460.750000 Penalty: 3224.862305
	Iteration 109Q: 3 clusters Score -2299461 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2299541.000000 Penalty: 3224.862305
	Iteration 110Q: 3 clusters Score -2299541 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2299640.500000 Penalty: 3224.862305
	Iteration 111Q: 3 clusters Score -2299640 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2299748.250000 Penalty: 3224.862305
	Iteration 112Q: 3 clusters Score -2299748 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2299850.500000 Penalty: 3224.862305
	Iteration 113Q: 3 clusters Score -2299850 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2299950.500000 Penalty: 3224.862305
	Iteration 114Q: 3 clusters Score -2299950 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2300050.000000 Penalty: 3224.862305
	Iteration 115Q: 3 clusters Score -2300050 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2300162.000000 Penalty: 3224.862305
	Iteration 116Q: 3 clusters Score -2300162 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2300269.750000 Penalty: 3224.862305
	Iteration 117Q: 3 clusters Score -2300270 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2300380.250000 Penalty: 3224.862305
	Iteration 118Q: 3 clusters Score -2300380 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2300475.000000 Penalty: 3224.862305
	Iteration 119Q: 3 clusters Score -2300475 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2300594.500000 Penalty: 3224.862305
	Iteration 120F: 3 clusters Score -2300594 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2300717.750000 Penalty: 3224.862305
	Iteration 121Q: 3 clusters Score -2300718 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2300864.750000 Penalty: 3224.862305
	Iteration 122Q: 3 clusters Score -2300865 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2300994.750000 Penalty: 3224.862305
	Iteration 123Q: 3 clusters Score -2300995 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2301138.250000 Penalty: 3224.862305
	Iteration 124Q: 3 clusters Score -2301138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2301213.000000 Penalty: 3224.862305
	Iteration 125Q: 3 clusters Score -2301213 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2301254.500000 Penalty: 3224.862305
	Iteration 126Q: 3 clusters Score -2301254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2301274.000000 Penalty: 3224.862305
	Iteration 127Q: 3 clusters Score -2301274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2301281.250000 Penalty: 3224.862305
	Iteration 128Q: 3 clusters Score -2301281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2301285.500000 Penalty: 3224.862305
	Iteration 129Q: 3 clusters Score -2301286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2301287.250000 Penalty: 3224.862305
	Iteration 130Q: 3 clusters Score -2301287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2301288.250000 Penalty: 3224.862305
	Iteration 131Q: 3 clusters Score -2301288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2301297.250000 Penalty: 3224.862305
	Iteration 132Q: 3 clusters Score -2301297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2301296.250000 Penalty: 3224.862305
	Iteration 133Q: 3 clusters Score -2301296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2301294.250000 Penalty: 3224.862305
	Iteration 134Q: 3 clusters Score -2301294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2301296.500000 Penalty: 3224.862305
	Iteration 135Q: 3 clusters Score -2301296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2301303.500000 Penalty: 3224.862305
	Iteration 136Q: 3 clusters Score -2301304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2301297.750000 Penalty: 3224.862305
	Iteration 137Q: 3 clusters Score -2301298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2301297.500000 Penalty: 3224.862305
	Iteration 138Q: 3 clusters Score -2301298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2301300.500000 Penalty: 3224.862305
	Iteration 139Q: 3 clusters Score -2301300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2301299.500000 Penalty: 3224.862305
	Iteration 140F: 3 clusters Score -2301300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2301300.500000 Penalty: 3224.862305
	Iteration 141Q: 3 clusters Score -2301300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2301299.500000 Penalty: 3224.862305
	Iteration 142Q: 3 clusters Score -2301300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2301299.000000 Penalty: 3224.862305
	Iteration 143Q: 3 clusters Score -2301299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2301302.250000 Penalty: 3224.862305
	Iteration 144Q: 3 clusters Score -2301302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2301302.750000 Penalty: 3224.862305
	Iteration 145Q: 3 clusters Score -2301303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2301302.750000 Penalty: 3224.862305
	Iteration 146F: 3 clusters Score -2301303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Entering Unmasked Estep 
Score: -807777.000000 Penalty: 1446.472046
	Iteration 0F: 2 clusters Score -807777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -802318.750000 Penalty: 2892.944092
	Iteration 0F: 3 clusters Score -802318.8 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -803927.562500 Penalty: 2892.944092
	Iteration 1F: 3 clusters Score -803927.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -804147.687500 Penalty: 2892.944092
	Iteration 2F: 3 clusters Score -804147.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -804327.312500 Penalty: 2892.944092
	Iteration 3Q: 3 clusters Score -804327.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -804470.062500 Penalty: 2892.944092
	Iteration 4Q: 3 clusters Score -804470.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -804598.875000 Penalty: 2892.944092
	Iteration 5Q: 3 clusters Score -804598.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -804735.875000 Penalty: 2892.944092
	Iteration 6Q: 3 clusters Score -804735.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -804873.812500 Penalty: 2892.944092
	Iteration 7Q: 3 clusters Score -804873.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -805011.250000 Penalty: 2892.944092
	Iteration 8Q: 3 clusters Score -805011.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -805139.125000 Penalty: 2892.944092
	Iteration 9Q: 3 clusters Score -805139.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -805271.000000 Penalty: 2892.944092
	Iteration 10Q: 3 clusters Score -805271 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -805433.375000 Penalty: 2892.944092
	Iteration 11Q: 3 clusters Score -805433.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -805590.625000 Penalty: 2892.944092
	Iteration 12Q: 3 clusters Score -805590.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -805743.375000 Penalty: 2892.944092
	Iteration 13Q: 3 clusters Score -805743.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -805888.500000 Penalty: 2892.944092
	Iteration 14Q: 3 clusters Score -805888.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -806022.750000 Penalty: 2892.944092
	Iteration 15Q: 3 clusters Score -806022.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -806137.437500 Penalty: 2892.944092
	Iteration 16Q: 3 clusters Score -806137.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -806223.937500 Penalty: 2892.944092
	Iteration 17Q: 3 clusters Score -806223.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -806287.000000 Penalty: 2892.944092
	Iteration 18Q: 3 clusters Score -806287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -806328.062500 Penalty: 2892.944092
	Iteration 19Q: 3 clusters Score -806328.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -806354.937500 Penalty: 2892.944092
	Iteration 20F: 3 clusters Score -806354.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -806374.375000 Penalty: 2892.944092
	Iteration 21Q: 3 clusters Score -806374.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -806394.562500 Penalty: 2892.944092
	Iteration 22Q: 3 clusters Score -806394.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -806410.750000 Penalty: 2892.944092
	Iteration 23Q: 3 clusters Score -806410.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -806427.437500 Penalty: 2892.944092
	Iteration 24Q: 3 clusters Score -806427.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -806442.375000 Penalty: 2892.944092
	Iteration 25Q: 3 clusters Score -806442.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -806455.437500 Penalty: 2892.944092
	Iteration 26Q: 3 clusters Score -806455.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -806465.812500 Penalty: 2892.944092
	Iteration 27Q: 3 clusters Score -806465.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -806475.062500 Penalty: 2892.944092
	Iteration 28Q: 3 clusters Score -806475.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -806487.437500 Penalty: 2892.944092
	Iteration 29Q: 3 clusters Score -806487.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -806491.562500 Penalty: 2892.944092
	Iteration 30Q: 3 clusters Score -806491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -806496.625000 Penalty: 2892.944092
	Iteration 31Q: 3 clusters Score -806496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -806498.750000 Penalty: 2892.944092
	Iteration 32Q: 3 clusters Score -806498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -806500.312500 Penalty: 2892.944092
	Iteration 33Q: 3 clusters Score -806500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -806508.062500 Penalty: 2892.944092
	Iteration 34Q: 3 clusters Score -806508.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -806514.562500 Penalty: 2892.944092
	Iteration 35Q: 3 clusters Score -806514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -806520.937500 Penalty: 2892.944092
	Iteration 36Q: 3 clusters Score -806520.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -806527.562500 Penalty: 2892.944092
	Iteration 37Q: 3 clusters Score -806527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -806529.875000 Penalty: 2892.944092
	Iteration 38Q: 3 clusters Score -806529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -806532.750000 Penalty: 2892.944092
	Iteration 39Q: 3 clusters Score -806532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -806534.187500 Penalty: 2892.944092
	Iteration 40F: 3 clusters Score -806534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -806536.000000 Penalty: 2892.944092
	Iteration 41Q: 3 clusters Score -806536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -806537.125000 Penalty: 2892.944092
	Iteration 42Q: 3 clusters Score -806537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -806537.125000 Penalty: 2892.944092
	Iteration 43F: 3 clusters Score -806537.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Entering Unmasked Estep 
Score: -3669999.500000 Penalty: 1697.675659
	Iteration 0F: 2 clusters Score -3670000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3646941.250000 Penalty: 3395.351318
	Iteration 0F: 3 clusters Score -3646941 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3655936.000000 Penalty: 3395.351318
	Iteration 1F: 3 clusters Score -3655936 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3656660.500000 Penalty: 3395.351318
	Iteration 2F: 3 clusters Score -3656660 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3657694.750000 Penalty: 3395.351318
	Iteration 3F: 3 clusters Score -3657695 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3659287.000000 Penalty: 3395.351318
	Iteration 4F: 3 clusters Score -3659287 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3661279.250000 Penalty: 3395.351318
	Iteration 5F: 3 clusters Score -3661279 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3663428.500000 Penalty: 3395.351318
	Iteration 6F: 3 clusters Score -3663428 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3665215.250000 Penalty: 3395.351318
	Iteration 7F: 3 clusters Score -3665215 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3666502.250000 Penalty: 3395.351318
	Iteration 8Q: 3 clusters Score -3666502 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3667444.500000 Penalty: 3395.351318
	Iteration 9Q: 3 clusters Score -3667444 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3668111.250000 Penalty: 3395.351318
	Iteration 10Q: 3 clusters Score -3668111 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3668479.000000 Penalty: 3395.351318
	Iteration 11Q: 3 clusters Score -3668479 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -3668646.500000 Penalty: 3395.351318
	Iteration 12Q: 3 clusters Score -3668646 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3668713.250000 Penalty: 3395.351318
	Iteration 13Q: 3 clusters Score -3668713 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -3668778.000000 Penalty: 3395.351318
	Iteration 14Q: 3 clusters Score -3668778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -3668844.500000 Penalty: 3395.351318
	Iteration 15Q: 3 clusters Score -3668844 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3668898.000000 Penalty: 3395.351318
	Iteration 16Q: 3 clusters Score -3668898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -3668943.750000 Penalty: 3395.351318
	Iteration 17Q: 3 clusters Score -3668944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3668972.750000 Penalty: 3395.351318
	Iteration 18Q: 3 clusters Score -3668973 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -3669011.000000 Penalty: 3395.351318
	Iteration 19Q: 3 clusters Score -3669011 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3669057.250000 Penalty: 3395.351318
	Iteration 20F: 3 clusters Score -3669057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -3669077.000000 Penalty: 3395.351318
	Iteration 21Q: 3 clusters Score -3669077 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -3669104.750000 Penalty: 3395.351318
	Iteration 22Q: 3 clusters Score -3669105 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -3669121.500000 Penalty: 3395.351318
	Iteration 23Q: 3 clusters Score -3669122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -3669138.750000 Penalty: 3395.351318
	Iteration 24Q: 3 clusters Score -3669139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -3669147.750000 Penalty: 3395.351318
	Iteration 25Q: 3 clusters Score -3669148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -3669153.250000 Penalty: 3395.351318
	Iteration 26Q: 3 clusters Score -3669153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3669154.750000 Penalty: 3395.351318
	Iteration 27Q: 3 clusters Score -3669155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -3669154.250000 Penalty: 3395.351318
	Iteration 28Q: 3 clusters Score -3669154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -3669151.250000 Penalty: 3395.351318
	Iteration 29Q: 3 clusters Score -3669151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -3669147.250000 Penalty: 3395.351318
	Iteration 30Q: 3 clusters Score -3669147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3669149.750000 Penalty: 3395.351318
	Iteration 31Q: 3 clusters Score -3669150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3669147.500000 Penalty: 3395.351318
	Iteration 32Q: 3 clusters Score -3669148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3669148.750000 Penalty: 3395.351318
	Iteration 33Q: 3 clusters Score -3669149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3669148.750000 Penalty: 3395.351318
	Iteration 34F: 3 clusters Score -3669149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -44729.917969 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -44729.92 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 257 members 
Entering Unmasked Estep 
Score: -43737.925781 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -43737.93 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43996.703125 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -43996.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44138.308594 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -44138.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44227.199219 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -44227.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44377.984375 Penalty: 2025.545654
	Iteration 4F: 3 clusters Score -44377.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44498.046875 Penalty: 2025.545654
	Iteration 5F: 3 clusters Score -44498.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44535.875000 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -44535.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44555.023438 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -44555.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44561.582031 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -44561.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44584.945312 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -44584.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44601.605469 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -44601.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44610.519531 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -44610.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44623.695312 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -44623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44631.835938 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -44631.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44632.582031 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -44632.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44632.582031 Penalty: 2025.545654
	Iteration 15F: 3 clusters Score -44632.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 19802 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 8739 members 
Mstep: Class 5 contains 4596 members 
Mstep: Class 6 contains 9038 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 176944 members 
Mstep: Class 9 contains 12583 members 
Mstep: Class 10 contains 31060 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 18 contains 6673 members 
Mstep: Class 19 contains 4888 members 
Mstep: Class 20 contains 20387 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 23 contains 34449 members 
Mstep: Class 24 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41694684.000000 Penalty: 43896.656250
Iteration 119Q: 22 clusters Score -4.169468e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 19759 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 8733 members 
Mstep: Class 5 contains 4582 members 
Mstep: Class 6 contains 9079 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 176821 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 30996 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 15 contains 12891 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 20258 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 23 contains 34449 members 
Mstep: Class 24 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695216.000000 Penalty: 43896.656250
Iteration 120F: 22 clusters Score -4.169522e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 19729 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 9117 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 176867 members 
Mstep: Class 9 contains 12523 members 
Mstep: Class 10 contains 30939 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 2418 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 15 contains 12863 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 18 contains 6648 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 20099 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 23 contains 34461 members 
Mstep: Class 24 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695520.000000 Penalty: 43896.656250
Iteration 121Q: 22 clusters Score -4.169552e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 19710 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 9139 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 176884 members 
Mstep: Class 9 contains 12502 members 
Mstep: Class 10 contains 30918 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 2673 members 
Mstep: Class 13 contains 2500 members 
Mstep: Class 15 contains 12847 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 18 contains 6644 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 19950 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 23 contains 34479 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695692.000000 Penalty: 43896.656250
Iteration 122Q: 22 clusters Score -4.169569e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 19696 members 
Mstep: Class 3 contains 4547 members 
Mstep: Class 4 contains 8709 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 9167 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 176913 members 
Mstep: Class 9 contains 12485 members 
Mstep: Class 10 contains 30899 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 15 contains 12834 members 
Mstep: Class 16 contains 2670 members 
Mstep: Class 18 contains 6640 members 
Mstep: Class 19 contains 4842 members 
Mstep: Class 20 contains 19785 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 23 contains 34502 members 
Mstep: Class 24 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695944.000000 Penalty: 43896.656250
Iteration 123Q: 22 clusters Score -4.169594e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 19686 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 8705 members 
Mstep: Class 5 contains 4511 members 
Mstep: Class 6 contains 9183 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 176928 members 
Mstep: Class 9 contains 12474 members 
Mstep: Class 10 contains 30881 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 3064 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 15 contains 12834 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 18 contains 6641 members 
Mstep: Class 19 contains 4843 members 
Mstep: Class 20 contains 19649 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 23 contains 34520 members 
Mstep: Class 24 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41695964.000000 Penalty: 43896.656250
Iteration 124Q: 22 clusters Score -4.169596e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 19681 members 
Mstep: Class 3 contains 4542 members 
Mstep: Class 4 contains 8706 members 
Mstep: Class 5 contains 4502 members 
Mstep: Class 6 contains 9195 members 
Mstep: Class 7 contains 2682 members 
Mstep: Class 8 contains 176960 members 
Mstep: Class 9 contains 12463 members 
Mstep: Class 10 contains 30866 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 3213 members 
Mstep: Class 13 contains 2506 members 
Mstep: Class 15 contains 12831 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 18 contains 6634 members 
Mstep: Class 19 contains 4845 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 23 contains 34532 members 
Mstep: Class 24 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696060.000000 Penalty: 43896.656250
Iteration 125Q: 22 clusters Score -4.169606e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 19679 members 
Mstep: Class 3 contains 4541 members 
Mstep: Class 4 contains 8700 members 
Mstep: Class 5 contains 4492 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 176965 members 
Mstep: Class 9 contains 12451 members 
Mstep: Class 10 contains 30841 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 18 contains 6630 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 19424 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 23 contains 34548 members 
Mstep: Class 24 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696124.000000 Penalty: 43896.656250
Iteration 126Q: 22 clusters Score -4.169612e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 19678 members 
Mstep: Class 3 contains 4541 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 9212 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 176941 members 
Mstep: Class 9 contains 12442 members 
Mstep: Class 10 contains 30822 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 15 contains 12826 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 19370 members 
Mstep: Class 21 contains 7355 members 
Mstep: Class 23 contains 34569 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696064.000000 Penalty: 43896.656250
Iteration 127Q: 22 clusters Score -4.169606e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 19682 members 
Mstep: Class 3 contains 4536 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 5 contains 4477 members 
Mstep: Class 6 contains 9223 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 176944 members 
Mstep: Class 9 contains 12426 members 
Mstep: Class 10 contains 30798 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 3578 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 19309 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 23 contains 34583 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696124.000000 Penalty: 43896.656250
Iteration 128Q: 22 clusters Score -4.169612e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 19677 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 8706 members 
Mstep: Class 5 contains 4475 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 176963 members 
Mstep: Class 9 contains 12404 members 
Mstep: Class 10 contains 30779 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 3665 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 15 contains 12822 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 19252 members 
Mstep: Class 21 contains 7353 members 
Mstep: Class 23 contains 34593 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696260.000000 Penalty: 43896.656250
Iteration 129Q: 22 clusters Score -4.169626e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 19677 members 
Mstep: Class 3 contains 4529 members 
Mstep: Class 4 contains 8706 members 
Mstep: Class 5 contains 4473 members 
Mstep: Class 6 contains 9246 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 176984 members 
Mstep: Class 9 contains 12390 members 
Mstep: Class 10 contains 30766 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 2724 members 
Mstep: Class 18 contains 6619 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 19194 members 
Mstep: Class 21 contains 7352 members 
Mstep: Class 23 contains 34602 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696164.000000 Penalty: 43896.656250
Iteration 130Q: 22 clusters Score -4.169616e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 19676 members 
Mstep: Class 3 contains 4529 members 
Mstep: Class 4 contains 8708 members 
Mstep: Class 5 contains 4468 members 
Mstep: Class 6 contains 9258 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 176985 members 
Mstep: Class 9 contains 12381 members 
Mstep: Class 10 contains 30755 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 19128 members 
Mstep: Class 21 contains 7355 members 
Mstep: Class 23 contains 34619 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696176.000000 Penalty: 43896.656250
Iteration 131Q: 22 clusters Score -4.169618e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 19668 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 8708 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 9262 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 176993 members 
Mstep: Class 9 contains 12377 members 
Mstep: Class 10 contains 30746 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 3845 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 15 contains 12826 members 
Mstep: Class 16 contains 2739 members 
Mstep: Class 18 contains 6623 members 
Mstep: Class 19 contains 4844 members 
Mstep: Class 20 contains 19074 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 23 contains 34632 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696252.000000 Penalty: 43896.656250
Iteration 132Q: 22 clusters Score -4.169625e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 19665 members 
Mstep: Class 3 contains 4537 members 
Mstep: Class 4 contains 8712 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 9258 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 177010 members 
Mstep: Class 9 contains 12377 members 
Mstep: Class 10 contains 30729 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 3890 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 18 contains 6621 members 
Mstep: Class 19 contains 4844 members 
Mstep: Class 20 contains 19041 members 
Mstep: Class 21 contains 7356 members 
Mstep: Class 23 contains 34641 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696248.000000 Penalty: 43896.656250
Iteration 133Q: 22 clusters Score -4.169625e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 19664 members 
Mstep: Class 3 contains 4538 members 
Mstep: Class 4 contains 8712 members 
Mstep: Class 5 contains 4450 members 
Mstep: Class 6 contains 9258 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 8 contains 177032 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 30709 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 4843 members 
Mstep: Class 20 contains 19015 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 23 contains 34650 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696208.000000 Penalty: 43896.656250
Iteration 134Q: 22 clusters Score -4.169621e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 19659 members 
Mstep: Class 3 contains 4540 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 9252 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 177047 members 
Mstep: Class 9 contains 12374 members 
Mstep: Class 10 contains 30708 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 3963 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 15 contains 12825 members 
Mstep: Class 16 contains 2750 members 
Mstep: Class 18 contains 6623 members 
Mstep: Class 19 contains 4840 members 
Mstep: Class 20 contains 18993 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 23 contains 34655 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696216.000000 Penalty: 43896.656250
Iteration 135Q: 22 clusters Score -4.169622e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 19649 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 8712 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 9252 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 177066 members 
Mstep: Class 9 contains 12367 members 
Mstep: Class 10 contains 30709 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 15 contains 12823 members 
Mstep: Class 16 contains 2754 members 
Mstep: Class 18 contains 6623 members 
Mstep: Class 19 contains 4836 members 
Mstep: Class 20 contains 18974 members 
Mstep: Class 21 contains 7353 members 
Mstep: Class 23 contains 34670 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696208.000000 Penalty: 43896.656250
Iteration 136Q: 22 clusters Score -4.169621e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 19644 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 9258 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 177087 members 
Mstep: Class 9 contains 12363 members 
Mstep: Class 10 contains 30706 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4018 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 15 contains 12822 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 18953 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 23 contains 34674 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696168.000000 Penalty: 43896.656250
Iteration 137Q: 22 clusters Score -4.169617e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 19643 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 8712 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 9261 members 
Mstep: Class 7 contains 2699 members 
Mstep: Class 8 contains 177098 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 30696 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4040 members 
Mstep: Class 13 contains 2499 members 
Mstep: Class 15 contains 12821 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4832 members 
Mstep: Class 20 contains 18943 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 23 contains 34683 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696228.000000 Penalty: 43896.656250
Iteration 138Q: 22 clusters Score -4.169623e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 19643 members 
Mstep: Class 3 contains 4538 members 
Mstep: Class 4 contains 8712 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 9260 members 
Mstep: Class 7 contains 2703 members 
Mstep: Class 8 contains 177091 members 
Mstep: Class 9 contains 12359 members 
Mstep: Class 10 contains 30689 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4055 members 
Mstep: Class 13 contains 2497 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4835 members 
Mstep: Class 20 contains 18950 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 23 contains 34703 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696204.000000 Penalty: 43896.656250
Iteration 139Q: 22 clusters Score -4.16962e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 19639 members 
Mstep: Class 3 contains 4540 members 
Mstep: Class 4 contains 8712 members 
Mstep: Class 5 contains 4371 members 
Mstep: Class 6 contains 9256 members 
Mstep: Class 7 contains 2708 members 
Mstep: Class 8 contains 177086 members 
Mstep: Class 9 contains 12354 members 
Mstep: Class 10 contains 30685 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4070 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 4835 members 
Mstep: Class 20 contains 18968 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 23 contains 34716 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696336.000000 Penalty: 43896.656250
Iteration 140F: 22 clusters Score -4.169634e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 19637 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 8713 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 9246 members 
Mstep: Class 7 contains 2708 members 
Mstep: Class 8 contains 177079 members 
Mstep: Class 9 contains 12354 members 
Mstep: Class 10 contains 30676 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4082 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 18 contains 6619 members 
Mstep: Class 19 contains 4838 members 
Mstep: Class 20 contains 18989 members 
Mstep: Class 21 contains 7351 members 
Mstep: Class 23 contains 34727 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696300.000000 Penalty: 43896.656250
Iteration 141Q: 22 clusters Score -4.16963e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 4537 members 
Mstep: Class 4 contains 8713 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 9242 members 
Mstep: Class 7 contains 2709 members 
Mstep: Class 8 contains 177084 members 
Mstep: Class 9 contains 12354 members 
Mstep: Class 10 contains 30667 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 18 contains 6615 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 19000 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 23 contains 34754 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696232.000000 Penalty: 43896.656250
Iteration 142Q: 22 clusters Score -4.169623e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 19633 members 
Mstep: Class 3 contains 4533 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 177066 members 
Mstep: Class 9 contains 12357 members 
Mstep: Class 10 contains 30665 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4098 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 18 contains 6612 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 19006 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 23 contains 34787 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696268.000000 Penalty: 43896.656250
Iteration 143Q: 22 clusters Score -4.169627e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 19633 members 
Mstep: Class 3 contains 4533 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4320 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 2709 members 
Mstep: Class 8 contains 177059 members 
Mstep: Class 9 contains 12359 members 
Mstep: Class 10 contains 30663 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4104 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 18 contains 6611 members 
Mstep: Class 19 contains 4838 members 
Mstep: Class 20 contains 19025 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 23 contains 34805 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696328.000000 Penalty: 43896.656250
Iteration 144Q: 22 clusters Score -4.169633e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 19632 members 
Mstep: Class 3 contains 4533 members 
Mstep: Class 4 contains 8713 members 
Mstep: Class 5 contains 4305 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 177055 members 
Mstep: Class 9 contains 12358 members 
Mstep: Class 10 contains 30660 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4108 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 18 contains 6609 members 
Mstep: Class 19 contains 4837 members 
Mstep: Class 20 contains 19039 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 23 contains 34827 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696272.000000 Penalty: 43896.656250
Iteration 145Q: 22 clusters Score -4.169627e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 19632 members 
Mstep: Class 3 contains 4530 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 177055 members 
Mstep: Class 9 contains 12358 members 
Mstep: Class 10 contains 30658 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4112 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 18 contains 6609 members 
Mstep: Class 19 contains 4836 members 
Mstep: Class 20 contains 19046 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 23 contains 34841 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696256.000000 Penalty: 43896.656250
Iteration 146Q: 22 clusters Score -4.169626e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 19631 members 
Mstep: Class 3 contains 4528 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 4288 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 177060 members 
Mstep: Class 9 contains 12355 members 
Mstep: Class 10 contains 30652 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4118 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 18 contains 6610 members 
Mstep: Class 19 contains 4835 members 
Mstep: Class 20 contains 19050 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 23 contains 34849 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696284.000000 Penalty: 43896.656250
Iteration 147Q: 22 clusters Score -4.169628e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 19623 members 
Mstep: Class 3 contains 4524 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 177068 members 
Mstep: Class 9 contains 12353 members 
Mstep: Class 10 contains 30645 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4129 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 15 contains 12808 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 18 contains 6612 members 
Mstep: Class 19 contains 4832 members 
Mstep: Class 20 contains 19060 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 23 contains 34854 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696288.000000 Penalty: 43896.656250
Iteration 148Q: 22 clusters Score -4.169629e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 4521 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 4275 members 
Mstep: Class 6 contains 9225 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 177069 members 
Mstep: Class 9 contains 12352 members 
Mstep: Class 10 contains 30640 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4138 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 2750 members 
Mstep: Class 18 contains 6613 members 
Mstep: Class 19 contains 4830 members 
Mstep: Class 20 contains 19064 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 23 contains 34858 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696264.000000 Penalty: 43896.656250
Iteration 149Q: 22 clusters Score -4.169626e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 19618 members 
Mstep: Class 3 contains 4518 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 177063 members 
Mstep: Class 9 contains 12352 members 
Mstep: Class 10 contains 30640 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4142 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 18 contains 6614 members 
Mstep: Class 19 contains 4827 members 
Mstep: Class 20 contains 19072 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 23 contains 34864 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696328.000000 Penalty: 43896.656250
Iteration 150Q: 22 clusters Score -4.169633e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 19616 members 
Mstep: Class 3 contains 4519 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 9226 members 
Mstep: Class 7 contains 2717 members 
Mstep: Class 8 contains 177066 members 
Mstep: Class 9 contains 12351 members 
Mstep: Class 10 contains 30637 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 2500 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 18 contains 6614 members 
Mstep: Class 19 contains 4822 members 
Mstep: Class 20 contains 19074 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 23 contains 34863 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696248.000000 Penalty: 43896.656250
Iteration 151Q: 22 clusters Score -4.169625e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 4521 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 6 contains 9220 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 177072 members 
Mstep: Class 9 contains 12349 members 
Mstep: Class 10 contains 30639 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 18 contains 6613 members 
Mstep: Class 19 contains 4819 members 
Mstep: Class 20 contains 19079 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 23 contains 34859 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696256.000000 Penalty: 43896.656250
Iteration 152Q: 22 clusters Score -4.169626e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 19616 members 
Mstep: Class 3 contains 4519 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 177078 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 30639 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 2500 members 
Mstep: Class 15 contains 12810 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 18 contains 6617 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 19084 members 
Mstep: Class 21 contains 7346 members 
Mstep: Class 23 contains 34860 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696316.000000 Penalty: 43896.656250
Iteration 153Q: 22 clusters Score -4.169632e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 19616 members 
Mstep: Class 3 contains 4514 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4246 members 
Mstep: Class 6 contains 9207 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 177085 members 
Mstep: Class 9 contains 12349 members 
Mstep: Class 10 contains 30636 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 2499 members 
Mstep: Class 15 contains 12810 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 18 contains 6621 members 
Mstep: Class 19 contains 4814 members 
Mstep: Class 20 contains 19090 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 23 contains 34863 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696340.000000 Penalty: 43896.656250
Iteration 154Q: 22 clusters Score -4.169634e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 4506 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 9196 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 177083 members 
Mstep: Class 9 contains 12348 members 
Mstep: Class 10 contains 30639 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 4815 members 
Mstep: Class 20 contains 19100 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 23 contains 34874 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696316.000000 Penalty: 43896.656250
Iteration 155Q: 22 clusters Score -4.169632e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 19613 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 4234 members 
Mstep: Class 6 contains 9190 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 177080 members 
Mstep: Class 9 contains 12348 members 
Mstep: Class 10 contains 30644 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 2499 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 2767 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 4814 members 
Mstep: Class 20 contains 19107 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 23 contains 34878 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696328.000000 Penalty: 43896.656250
Iteration 156Q: 22 clusters Score -4.169633e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 19611 members 
Mstep: Class 3 contains 4499 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 177082 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 30648 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 15 contains 12810 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 18 contains 6621 members 
Mstep: Class 19 contains 4815 members 
Mstep: Class 20 contains 19115 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 23 contains 34873 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696264.000000 Penalty: 43896.656250
Iteration 157Q: 22 clusters Score -4.169626e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 19607 members 
Mstep: Class 3 contains 4501 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 9170 members 
Mstep: Class 7 contains 2717 members 
Mstep: Class 8 contains 177083 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 30648 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4814 members 
Mstep: Class 20 contains 19126 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 23 contains 34870 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696304.000000 Penalty: 43896.656250
Iteration 158Q: 22 clusters Score -4.16963e+07 nChanged 58
Entering ConstructFrom: 
Score: -41696304.000000 Penalty: 43896.656250
Entering ConstructFrom: 
Trying to split cluster 1 (20966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Entering Unmasked Estep 
Score: -2368563.750000 Penalty: 1616.981689
	Iteration 0F: 2 clusters Score -2368564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2354252.250000 Penalty: 3233.963379
	Iteration 0F: 3 clusters Score -2354252 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2359370.500000 Penalty: 3233.963379
	Iteration 1F: 3 clusters Score -2359370 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2359736.000000 Penalty: 3233.963379
	Iteration 2Q: 3 clusters Score -2359736 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2360091.000000 Penalty: 3233.963379
	Iteration 3Q: 3 clusters Score -2360091 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2360383.750000 Penalty: 3233.963379
	Iteration 4Q: 3 clusters Score -2360384 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2360687.750000 Penalty: 3233.963379
	Iteration 5Q: 3 clusters Score -2360688 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2360975.750000 Penalty: 3233.963379
	Iteration 6Q: 3 clusters Score -2360976 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2361286.500000 Penalty: 3233.963379
	Iteration 7Q: 3 clusters Score -2361286 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2361684.500000 Penalty: 3233.963379
	Iteration 8Q: 3 clusters Score -2361684 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2362196.500000 Penalty: 3233.963379
	Iteration 9Q: 3 clusters Score -2362196 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2362777.750000 Penalty: 3233.963379
	Iteration 10Q: 3 clusters Score -2362778 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2363396.000000 Penalty: 3233.963379
	Iteration 11Q: 3 clusters Score -2363396 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2363999.000000 Penalty: 3233.963379
	Iteration 12Q: 3 clusters Score -2363999 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2364612.500000 Penalty: 3233.963379
	Iteration 13Q: 3 clusters Score -2364612 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2365205.250000 Penalty: 3233.963379
	Iteration 14Q: 3 clusters Score -2365205 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2365695.500000 Penalty: 3233.963379
	Iteration 15Q: 3 clusters Score -2365696 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2366043.000000 Penalty: 3233.963379
	Iteration 16Q: 3 clusters Score -2366043 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2366336.750000 Penalty: 3233.963379
	Iteration 17Q: 3 clusters Score -2366337 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2366573.750000 Penalty: 3233.963379
	Iteration 18Q: 3 clusters Score -2366574 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2366738.750000 Penalty: 3233.963379
	Iteration 19Q: 3 clusters Score -2366739 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2366860.000000 Penalty: 3233.963379
	Iteration 20F: 3 clusters Score -2366860 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2366941.750000 Penalty: 3233.963379
	Iteration 21Q: 3 clusters Score -2366942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2367004.500000 Penalty: 3233.963379
	Iteration 22Q: 3 clusters Score -2367004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2367041.500000 Penalty: 3233.963379
	Iteration 23Q: 3 clusters Score -2367042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2367078.250000 Penalty: 3233.963379
	Iteration 24Q: 3 clusters Score -2367078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2367117.250000 Penalty: 3233.963379
	Iteration 25Q: 3 clusters Score -2367117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2367131.000000 Penalty: 3233.963379
	Iteration 26Q: 3 clusters Score -2367131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2367153.000000 Penalty: 3233.963379
	Iteration 27Q: 3 clusters Score -2367153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2367168.000000 Penalty: 3233.963379
	Iteration 28Q: 3 clusters Score -2367168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2367178.250000 Penalty: 3233.963379
	Iteration 29Q: 3 clusters Score -2367178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2367189.750000 Penalty: 3233.963379
	Iteration 30Q: 3 clusters Score -2367190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2367194.500000 Penalty: 3233.963379
	Iteration 31Q: 3 clusters Score -2367194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2367202.000000 Penalty: 3233.963379
	Iteration 32Q: 3 clusters Score -2367202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2367204.750000 Penalty: 3233.963379
	Iteration 33Q: 3 clusters Score -2367205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2367216.000000 Penalty: 3233.963379
	Iteration 34Q: 3 clusters Score -2367216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2367218.000000 Penalty: 3233.963379
	Iteration 35Q: 3 clusters Score -2367218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2367219.250000 Penalty: 3233.963379
	Iteration 36Q: 3 clusters Score -2367219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2367223.250000 Penalty: 3233.963379
	Iteration 37Q: 3 clusters Score -2367223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2367226.250000 Penalty: 3233.963379
	Iteration 38Q: 3 clusters Score -2367226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2367231.500000 Penalty: 3233.963379
	Iteration 39Q: 3 clusters Score -2367232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2367238.500000 Penalty: 3233.963379
	Iteration 40F: 3 clusters Score -2367238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2367242.750000 Penalty: 3233.963379
	Iteration 41Q: 3 clusters Score -2367243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2367252.500000 Penalty: 3233.963379
	Iteration 42Q: 3 clusters Score -2367252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2367254.250000 Penalty: 3233.963379
	Iteration 43Q: 3 clusters Score -2367254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2367253.000000 Penalty: 3233.963379
	Iteration 44Q: 3 clusters Score -2367253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2367254.000000 Penalty: 3233.963379
	Iteration 45Q: 3 clusters Score -2367254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2367254.000000 Penalty: 3233.963379
	Iteration 46F: 3 clusters Score -2367254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Entering Unmasked Estep 
Score: -2213674.500000 Penalty: 1606.075317
	Iteration 0F: 2 clusters Score -2213674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2200296.000000 Penalty: 3212.150635
	Iteration 0F: 3 clusters Score -2200296 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2205074.000000 Penalty: 3212.150635
	Iteration 1F: 3 clusters Score -2205074 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2205472.000000 Penalty: 3212.150635
	Iteration 2F: 3 clusters Score -2205472 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2205834.500000 Penalty: 3212.150635
	Iteration 3Q: 3 clusters Score -2205834 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2206188.250000 Penalty: 3212.150635
	Iteration 4Q: 3 clusters Score -2206188 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2206574.250000 Penalty: 3212.150635
	Iteration 5Q: 3 clusters Score -2206574 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2207014.500000 Penalty: 3212.150635
	Iteration 6Q: 3 clusters Score -2207014 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2207583.250000 Penalty: 3212.150635
	Iteration 7F: 3 clusters Score -2207583 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2208273.500000 Penalty: 3212.150635
	Iteration 8F: 3 clusters Score -2208274 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2209035.750000 Penalty: 3212.150635
	Iteration 9F: 3 clusters Score -2209036 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2209670.250000 Penalty: 3212.150635
	Iteration 10Q: 3 clusters Score -2209670 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2210092.500000 Penalty: 3212.150635
	Iteration 11Q: 3 clusters Score -2210092 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2210302.750000 Penalty: 3212.150635
	Iteration 12Q: 3 clusters Score -2210303 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2210405.500000 Penalty: 3212.150635
	Iteration 13Q: 3 clusters Score -2210406 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2210477.750000 Penalty: 3212.150635
	Iteration 14Q: 3 clusters Score -2210478 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2210542.500000 Penalty: 3212.150635
	Iteration 15Q: 3 clusters Score -2210542 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2210592.750000 Penalty: 3212.150635
	Iteration 16Q: 3 clusters Score -2210593 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2210653.250000 Penalty: 3212.150635
	Iteration 17Q: 3 clusters Score -2210653 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2210720.500000 Penalty: 3212.150635
	Iteration 18Q: 3 clusters Score -2210720 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2210783.750000 Penalty: 3212.150635
	Iteration 19Q: 3 clusters Score -2210784 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2210840.250000 Penalty: 3212.150635
	Iteration 20F: 3 clusters Score -2210840 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2210890.500000 Penalty: 3212.150635
	Iteration 21Q: 3 clusters Score -2210890 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2210949.000000 Penalty: 3212.150635
	Iteration 22Q: 3 clusters Score -2210949 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2211014.000000 Penalty: 3212.150635
	Iteration 23Q: 3 clusters Score -2211014 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2211075.750000 Penalty: 3212.150635
	Iteration 24Q: 3 clusters Score -2211076 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2211126.750000 Penalty: 3212.150635
	Iteration 25Q: 3 clusters Score -2211127 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2211184.750000 Penalty: 3212.150635
	Iteration 26Q: 3 clusters Score -2211185 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2211252.750000 Penalty: 3212.150635
	Iteration 27Q: 3 clusters Score -2211253 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2211330.250000 Penalty: 3212.150635
	Iteration 28Q: 3 clusters Score -2211330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2211411.250000 Penalty: 3212.150635
	Iteration 29Q: 3 clusters Score -2211411 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2211476.750000 Penalty: 3212.150635
	Iteration 30Q: 3 clusters Score -2211477 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2211516.500000 Penalty: 3212.150635
	Iteration 31Q: 3 clusters Score -2211516 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2211579.750000 Penalty: 3212.150635
	Iteration 32Q: 3 clusters Score -2211580 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2211630.750000 Penalty: 3212.150635
	Iteration 33Q: 3 clusters Score -2211631 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2211696.000000 Penalty: 3212.150635
	Iteration 34Q: 3 clusters Score -2211696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2211734.250000 Penalty: 3212.150635
	Iteration 35Q: 3 clusters Score -2211734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2211772.750000 Penalty: 3212.150635
	Iteration 36Q: 3 clusters Score -2211773 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2211801.250000 Penalty: 3212.150635
	Iteration 37Q: 3 clusters Score -2211801 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2211832.000000 Penalty: 3212.150635
	Iteration 38Q: 3 clusters Score -2211832 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2211852.500000 Penalty: 3212.150635
	Iteration 39Q: 3 clusters Score -2211852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2211878.250000 Penalty: 3212.150635
	Iteration 40F: 3 clusters Score -2211878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2211903.250000 Penalty: 3212.150635
	Iteration 41Q: 3 clusters Score -2211903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2211930.500000 Penalty: 3212.150635
	Iteration 42Q: 3 clusters Score -2211930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2211949.500000 Penalty: 3212.150635
	Iteration 43Q: 3 clusters Score -2211950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2211967.000000 Penalty: 3212.150635
	Iteration 44Q: 3 clusters Score -2211967 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2211987.500000 Penalty: 3212.150635
	Iteration 45Q: 3 clusters Score -2211988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2212003.750000 Penalty: 3212.150635
	Iteration 46Q: 3 clusters Score -2212004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2212021.750000 Penalty: 3212.150635
	Iteration 47Q: 3 clusters Score -2212022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2212022.250000 Penalty: 3212.150635
	Iteration 48Q: 3 clusters Score -2212022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2212033.000000 Penalty: 3212.150635
	Iteration 49Q: 3 clusters Score -2212033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2212038.250000 Penalty: 3212.150635
	Iteration 50Q: 3 clusters Score -2212038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2212035.250000 Penalty: 3212.150635
	Iteration 51Q: 3 clusters Score -2212035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2212045.250000 Penalty: 3212.150635
	Iteration 52Q: 3 clusters Score -2212045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2212050.000000 Penalty: 3212.150635
	Iteration 53Q: 3 clusters Score -2212050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2212054.000000 Penalty: 3212.150635
	Iteration 54Q: 3 clusters Score -2212054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2212057.000000 Penalty: 3212.150635
	Iteration 55Q: 3 clusters Score -2212057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2212060.500000 Penalty: 3212.150635
	Iteration 56Q: 3 clusters Score -2212060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2212069.500000 Penalty: 3212.150635
	Iteration 57Q: 3 clusters Score -2212070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2212070.000000 Penalty: 3212.150635
	Iteration 58Q: 3 clusters Score -2212070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2212075.750000 Penalty: 3212.150635
	Iteration 59Q: 3 clusters Score -2212076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2212080.750000 Penalty: 3212.150635
	Iteration 60F: 3 clusters Score -2212081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2212084.250000 Penalty: 3212.150635
	Iteration 61Q: 3 clusters Score -2212084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2212088.250000 Penalty: 3212.150635
	Iteration 62Q: 3 clusters Score -2212088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2212089.500000 Penalty: 3212.150635
	Iteration 63Q: 3 clusters Score -2212090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2212090.000000 Penalty: 3212.150635
	Iteration 64Q: 3 clusters Score -2212090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2212089.500000 Penalty: 3212.150635
	Iteration 65Q: 3 clusters Score -2212090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2212088.250000 Penalty: 3212.150635
	Iteration 66Q: 3 clusters Score -2212088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2212094.250000 Penalty: 3212.150635
	Iteration 67Q: 3 clusters Score -2212094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2212096.750000 Penalty: 3212.150635
	Iteration 68Q: 3 clusters Score -2212097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2212106.750000 Penalty: 3212.150635
	Iteration 69Q: 3 clusters Score -2212107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2212113.750000 Penalty: 3212.150635
	Iteration 70Q: 3 clusters Score -2212114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2212119.250000 Penalty: 3212.150635
	Iteration 71Q: 3 clusters Score -2212119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2212123.250000 Penalty: 3212.150635
	Iteration 72Q: 3 clusters Score -2212123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2212133.500000 Penalty: 3212.150635
	Iteration 73Q: 3 clusters Score -2212134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2212137.250000 Penalty: 3212.150635
	Iteration 74Q: 3 clusters Score -2212137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2212143.250000 Penalty: 3212.150635
	Iteration 75Q: 3 clusters Score -2212143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2212147.250000 Penalty: 3212.150635
	Iteration 76Q: 3 clusters Score -2212147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2212151.250000 Penalty: 3212.150635
	Iteration 77Q: 3 clusters Score -2212151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2212159.500000 Penalty: 3212.150635
	Iteration 78Q: 3 clusters Score -2212160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2212163.750000 Penalty: 3212.150635
	Iteration 79Q: 3 clusters Score -2212164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2212175.250000 Penalty: 3212.150635
	Iteration 80F: 3 clusters Score -2212175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2212174.500000 Penalty: 3212.150635
	Iteration 81Q: 3 clusters Score -2212174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2212177.750000 Penalty: 3212.150635
	Iteration 82Q: 3 clusters Score -2212178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2212180.000000 Penalty: 3212.150635
	Iteration 83Q: 3 clusters Score -2212180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2212181.500000 Penalty: 3212.150635
	Iteration 84Q: 3 clusters Score -2212182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2212182.750000 Penalty: 3212.150635
	Iteration 85Q: 3 clusters Score -2212183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2212183.500000 Penalty: 3212.150635
	Iteration 86Q: 3 clusters Score -2212184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2212184.250000 Penalty: 3212.150635
	Iteration 87Q: 3 clusters Score -2212184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2212185.500000 Penalty: 3212.150635
	Iteration 88Q: 3 clusters Score -2212186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2212185.500000 Penalty: 3212.150635
	Iteration 89F: 3 clusters Score -2212186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -502093.625000 Penalty: 1366.994995
	Iteration 0F: 2 clusters Score -502093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -498410.812500 Penalty: 2733.989990
	Iteration 0F: 3 clusters Score -498410.8 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -499387.125000 Penalty: 2733.989990
	Iteration 1F: 3 clusters Score -499387.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -499522.125000 Penalty: 2733.989990
	Iteration 2F: 3 clusters Score -499522.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -499611.000000 Penalty: 2733.989990
	Iteration 3Q: 3 clusters Score -499611 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -499678.093750 Penalty: 2733.989990
	Iteration 4Q: 3 clusters Score -499678.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -499740.125000 Penalty: 2733.989990
	Iteration 5Q: 3 clusters Score -499740.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -499784.156250 Penalty: 2733.989990
	Iteration 6Q: 3 clusters Score -499784.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -499823.718750 Penalty: 2733.989990
	Iteration 7Q: 3 clusters Score -499823.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -499859.875000 Penalty: 2733.989990
	Iteration 8Q: 3 clusters Score -499859.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -499890.812500 Penalty: 2733.989990
	Iteration 9Q: 3 clusters Score -499890.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -499920.375000 Penalty: 2733.989990
	Iteration 10Q: 3 clusters Score -499920.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -499948.343750 Penalty: 2733.989990
	Iteration 11Q: 3 clusters Score -499948.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -499977.968750 Penalty: 2733.989990
	Iteration 12Q: 3 clusters Score -499978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -500012.125000 Penalty: 2733.989990
	Iteration 13Q: 3 clusters Score -500012.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -500049.750000 Penalty: 2733.989990
	Iteration 14Q: 3 clusters Score -500049.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -500079.968750 Penalty: 2733.989990
	Iteration 15Q: 3 clusters Score -500080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -500111.875000 Penalty: 2733.989990
	Iteration 16Q: 3 clusters Score -500111.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -500138.500000 Penalty: 2733.989990
	Iteration 17Q: 3 clusters Score -500138.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -500167.156250 Penalty: 2733.989990
	Iteration 18Q: 3 clusters Score -500167.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -500195.687500 Penalty: 2733.989990
	Iteration 19Q: 3 clusters Score -500195.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -500222.093750 Penalty: 2733.989990
	Iteration 20F: 3 clusters Score -500222.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -500241.375000 Penalty: 2733.989990
	Iteration 21Q: 3 clusters Score -500241.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -500260.125000 Penalty: 2733.989990
	Iteration 22Q: 3 clusters Score -500260.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -500274.531250 Penalty: 2733.989990
	Iteration 23Q: 3 clusters Score -500274.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -500286.125000 Penalty: 2733.989990
	Iteration 24Q: 3 clusters Score -500286.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -500297.343750 Penalty: 2733.989990
	Iteration 25Q: 3 clusters Score -500297.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -500309.875000 Penalty: 2733.989990
	Iteration 26Q: 3 clusters Score -500309.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -500320.437500 Penalty: 2733.989990
	Iteration 27Q: 3 clusters Score -500320.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -500326.750000 Penalty: 2733.989990
	Iteration 28Q: 3 clusters Score -500326.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -500330.968750 Penalty: 2733.989990
	Iteration 29Q: 3 clusters Score -500331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -500334.781250 Penalty: 2733.989990
	Iteration 30Q: 3 clusters Score -500334.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -500340.562500 Penalty: 2733.989990
	Iteration 31Q: 3 clusters Score -500340.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -500343.468750 Penalty: 2733.989990
	Iteration 32Q: 3 clusters Score -500343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -500346.156250 Penalty: 2733.989990
	Iteration 33Q: 3 clusters Score -500346.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -500350.500000 Penalty: 2733.989990
	Iteration 34Q: 3 clusters Score -500350.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -500352.593750 Penalty: 2733.989990
	Iteration 35Q: 3 clusters Score -500352.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -500358.187500 Penalty: 2733.989990
	Iteration 36Q: 3 clusters Score -500358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -500368.312500 Penalty: 2733.989990
	Iteration 37Q: 3 clusters Score -500368.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -500380.875000 Penalty: 2733.989990
	Iteration 38Q: 3 clusters Score -500380.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -500391.500000 Penalty: 2733.989990
	Iteration 39Q: 3 clusters Score -500391.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -500399.750000 Penalty: 2733.989990
	Iteration 40F: 3 clusters Score -500399.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -500404.562500 Penalty: 2733.989990
	Iteration 41Q: 3 clusters Score -500404.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -500409.187500 Penalty: 2733.989990
	Iteration 42Q: 3 clusters Score -500409.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -500415.312500 Penalty: 2733.989990
	Iteration 43Q: 3 clusters Score -500415.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -500422.562500 Penalty: 2733.989990
	Iteration 44Q: 3 clusters Score -500422.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -500427.125000 Penalty: 2733.989990
	Iteration 45Q: 3 clusters Score -500427.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -500430.531250 Penalty: 2733.989990
	Iteration 46Q: 3 clusters Score -500430.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -500435.687500 Penalty: 2733.989990
	Iteration 47Q: 3 clusters Score -500435.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -500441.687500 Penalty: 2733.989990
	Iteration 48Q: 3 clusters Score -500441.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -500447.343750 Penalty: 2733.989990
	Iteration 49Q: 3 clusters Score -500447.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -500452.312500 Penalty: 2733.989990
	Iteration 50Q: 3 clusters Score -500452.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -500454.468750 Penalty: 2733.989990
	Iteration 51Q: 3 clusters Score -500454.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -500457.187500 Penalty: 2733.989990
	Iteration 52Q: 3 clusters Score -500457.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -500461.375000 Penalty: 2733.989990
	Iteration 53Q: 3 clusters Score -500461.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -500464.781250 Penalty: 2733.989990
	Iteration 54Q: 3 clusters Score -500464.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -500467.375000 Penalty: 2733.989990
	Iteration 55Q: 3 clusters Score -500467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -500469.281250 Penalty: 2733.989990
	Iteration 56Q: 3 clusters Score -500469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -500471.031250 Penalty: 2733.989990
	Iteration 57Q: 3 clusters Score -500471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -500473.062500 Penalty: 2733.989990
	Iteration 58Q: 3 clusters Score -500473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -500474.875000 Penalty: 2733.989990
	Iteration 59Q: 3 clusters Score -500474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -500479.093750 Penalty: 2733.989990
	Iteration 60F: 3 clusters Score -500479.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -500482.843750 Penalty: 2733.989990
	Iteration 61Q: 3 clusters Score -500482.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -500486.281250 Penalty: 2733.989990
	Iteration 62Q: 3 clusters Score -500486.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -500489.687500 Penalty: 2733.989990
	Iteration 63Q: 3 clusters Score -500489.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -500493.031250 Penalty: 2733.989990
	Iteration 64Q: 3 clusters Score -500493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -500497.000000 Penalty: 2733.989990
	Iteration 65Q: 3 clusters Score -500497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -500500.656250 Penalty: 2733.989990
	Iteration 66Q: 3 clusters Score -500500.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -500506.437500 Penalty: 2733.989990
	Iteration 67Q: 3 clusters Score -500506.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -500510.875000 Penalty: 2733.989990
	Iteration 68Q: 3 clusters Score -500510.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -500515.656250 Penalty: 2733.989990
	Iteration 69Q: 3 clusters Score -500515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -500517.625000 Penalty: 2733.989990
	Iteration 70Q: 3 clusters Score -500517.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -500522.218750 Penalty: 2733.989990
	Iteration 71Q: 3 clusters Score -500522.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -500528.562500 Penalty: 2733.989990
	Iteration 72Q: 3 clusters Score -500528.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -500532.687500 Penalty: 2733.989990
	Iteration 73Q: 3 clusters Score -500532.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -500536.875000 Penalty: 2733.989990
	Iteration 74Q: 3 clusters Score -500536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -500538.281250 Penalty: 2733.989990
	Iteration 75Q: 3 clusters Score -500538.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -500538.750000 Penalty: 2733.989990
	Iteration 76Q: 3 clusters Score -500538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -500540.562500 Penalty: 2733.989990
	Iteration 77Q: 3 clusters Score -500540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -500541.125000 Penalty: 2733.989990
	Iteration 78Q: 3 clusters Score -500541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -500541.781250 Penalty: 2733.989990
	Iteration 79Q: 3 clusters Score -500541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -500542.312500 Penalty: 2733.989990
	Iteration 80F: 3 clusters Score -500542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -500543.093750 Penalty: 2733.989990
	Iteration 81Q: 3 clusters Score -500543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -500543.968750 Penalty: 2733.989990
	Iteration 82Q: 3 clusters Score -500544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -500544.781250 Penalty: 2733.989990
	Iteration 83Q: 3 clusters Score -500544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -500546.000000 Penalty: 2733.989990
	Iteration 84Q: 3 clusters Score -500546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -500547.156250 Penalty: 2733.989990
	Iteration 85Q: 3 clusters Score -500547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -500549.343750 Penalty: 2733.989990
	Iteration 86Q: 3 clusters Score -500549.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -500550.937500 Penalty: 2733.989990
	Iteration 87Q: 3 clusters Score -500550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -500552.937500 Penalty: 2733.989990
	Iteration 88Q: 3 clusters Score -500552.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -500555.656250 Penalty: 2733.989990
	Iteration 89Q: 3 clusters Score -500555.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -500559.312500 Penalty: 2733.989990
	Iteration 90Q: 3 clusters Score -500559.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -500560.875000 Penalty: 2733.989990
	Iteration 91Q: 3 clusters Score -500560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -500563.437500 Penalty: 2733.989990
	Iteration 92Q: 3 clusters Score -500563.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -500565.718750 Penalty: 2733.989990
	Iteration 93Q: 3 clusters Score -500565.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -500567.812500 Penalty: 2733.989990
	Iteration 94Q: 3 clusters Score -500567.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -500571.781250 Penalty: 2733.989990
	Iteration 95Q: 3 clusters Score -500571.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -500576.562500 Penalty: 2733.989990
	Iteration 96Q: 3 clusters Score -500576.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -500580.406250 Penalty: 2733.989990
	Iteration 97Q: 3 clusters Score -500580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -500582.093750 Penalty: 2733.989990
	Iteration 98Q: 3 clusters Score -500582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -500584.625000 Penalty: 2733.989990
	Iteration 99Q: 3 clusters Score -500584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -500587.718750 Penalty: 2733.989990
	Iteration 100F: 3 clusters Score -500587.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -500592.500000 Penalty: 2733.989990
	Iteration 101Q: 3 clusters Score -500592.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -500596.750000 Penalty: 2733.989990
	Iteration 102Q: 3 clusters Score -500596.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -500603.093750 Penalty: 2733.989990
	Iteration 103Q: 3 clusters Score -500603.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -500609.187500 Penalty: 2733.989990
	Iteration 104Q: 3 clusters Score -500609.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -500614.625000 Penalty: 2733.989990
	Iteration 105Q: 3 clusters Score -500614.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -500617.125000 Penalty: 2733.989990
	Iteration 106Q: 3 clusters Score -500617.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -500621.093750 Penalty: 2733.989990
	Iteration 107Q: 3 clusters Score -500621.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -500625.093750 Penalty: 2733.989990
	Iteration 108Q: 3 clusters Score -500625.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -500629.906250 Penalty: 2733.989990
	Iteration 109Q: 3 clusters Score -500629.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -500633.625000 Penalty: 2733.989990
	Iteration 110Q: 3 clusters Score -500633.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -500639.062500 Penalty: 2733.989990
	Iteration 111Q: 3 clusters Score -500639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -500646.468750 Penalty: 2733.989990
	Iteration 112Q: 3 clusters Score -500646.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -500659.187500 Penalty: 2733.989990
	Iteration 113Q: 3 clusters Score -500659.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -500668.437500 Penalty: 2733.989990
	Iteration 114Q: 3 clusters Score -500668.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -500677.468750 Penalty: 2733.989990
	Iteration 115Q: 3 clusters Score -500677.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -500688.187500 Penalty: 2733.989990
	Iteration 116Q: 3 clusters Score -500688.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -500697.875000 Penalty: 2733.989990
	Iteration 117Q: 3 clusters Score -500697.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -500704.687500 Penalty: 2733.989990
	Iteration 118Q: 3 clusters Score -500704.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -500712.187500 Penalty: 2733.989990
	Iteration 119Q: 3 clusters Score -500712.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -500720.187500 Penalty: 2733.989990
	Iteration 120F: 3 clusters Score -500720.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -500726.093750 Penalty: 2733.989990
	Iteration 121Q: 3 clusters Score -500726.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -500731.468750 Penalty: 2733.989990
	Iteration 122Q: 3 clusters Score -500731.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -500734.843750 Penalty: 2733.989990
	Iteration 123Q: 3 clusters Score -500734.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -500738.187500 Penalty: 2733.989990
	Iteration 124Q: 3 clusters Score -500738.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -500741.281250 Penalty: 2733.989990
	Iteration 125Q: 3 clusters Score -500741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -500746.312500 Penalty: 2733.989990
	Iteration 126Q: 3 clusters Score -500746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -500747.187500 Penalty: 2733.989990
	Iteration 127Q: 3 clusters Score -500747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -500749.781250 Penalty: 2733.989990
	Iteration 128Q: 3 clusters Score -500749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -500750.656250 Penalty: 2733.989990
	Iteration 129Q: 3 clusters Score -500750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -500750.500000 Penalty: 2733.989990
	Iteration 130Q: 3 clusters Score -500750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -500751.250000 Penalty: 2733.989990
	Iteration 131Q: 3 clusters Score -500751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -500751.562500 Penalty: 2733.989990
	Iteration 132Q: 3 clusters Score -500751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -500752.906250 Penalty: 2733.989990
	Iteration 133Q: 3 clusters Score -500752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -500753.562500 Penalty: 2733.989990
	Iteration 134Q: 3 clusters Score -500753.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -500753.968750 Penalty: 2733.989990
	Iteration 135Q: 3 clusters Score -500754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -500754.156250 Penalty: 2733.989990
	Iteration 136Q: 3 clusters Score -500754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -500755.375000 Penalty: 2733.989990
	Iteration 137Q: 3 clusters Score -500755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -500756.312500 Penalty: 2733.989990
	Iteration 138Q: 3 clusters Score -500756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -500757.187500 Penalty: 2733.989990
	Iteration 139Q: 3 clusters Score -500757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -500758.125000 Penalty: 2733.989990
	Iteration 140F: 3 clusters Score -500758.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Entering Unmasked Estep 
Score: -939471.875000 Penalty: 1474.311523
	Iteration 0F: 2 clusters Score -939471.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -933151.250000 Penalty: 2948.623047
	Iteration 0F: 3 clusters Score -933151.2 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -935309.750000 Penalty: 2948.623047
	Iteration 1F: 3 clusters Score -935309.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -936003.687500 Penalty: 2948.623047
	Iteration 2F: 3 clusters Score -936003.7 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -936926.312500 Penalty: 2948.623047
	Iteration 3F: 3 clusters Score -936926.3 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -937662.125000 Penalty: 2948.623047
	Iteration 4F: 3 clusters Score -937662.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -938178.062500 Penalty: 2948.623047
	Iteration 5F: 3 clusters Score -938178.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -938560.625000 Penalty: 2948.623047
	Iteration 6F: 3 clusters Score -938560.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -938803.562500 Penalty: 2948.623047
	Iteration 7Q: 3 clusters Score -938803.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -938960.000000 Penalty: 2948.623047
	Iteration 8Q: 3 clusters Score -938960 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -939071.375000 Penalty: 2948.623047
	Iteration 9Q: 3 clusters Score -939071.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -939141.687500 Penalty: 2948.623047
	Iteration 10Q: 3 clusters Score -939141.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -939191.687500 Penalty: 2948.623047
	Iteration 11Q: 3 clusters Score -939191.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -939238.562500 Penalty: 2948.623047
	Iteration 12Q: 3 clusters Score -939238.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -939286.312500 Penalty: 2948.623047
	Iteration 13Q: 3 clusters Score -939286.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -939333.562500 Penalty: 2948.623047
	Iteration 14Q: 3 clusters Score -939333.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -939366.250000 Penalty: 2948.623047
	Iteration 15Q: 3 clusters Score -939366.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -939399.250000 Penalty: 2948.623047
	Iteration 16Q: 3 clusters Score -939399.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -939425.000000 Penalty: 2948.623047
	Iteration 17Q: 3 clusters Score -939425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -939446.562500 Penalty: 2948.623047
	Iteration 18Q: 3 clusters Score -939446.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -939467.250000 Penalty: 2948.623047
	Iteration 19Q: 3 clusters Score -939467.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -939477.812500 Penalty: 2948.623047
	Iteration 20F: 3 clusters Score -939477.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -939486.250000 Penalty: 2948.623047
	Iteration 21Q: 3 clusters Score -939486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -939492.250000 Penalty: 2948.623047
	Iteration 22Q: 3 clusters Score -939492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -939494.687500 Penalty: 2948.623047
	Iteration 23Q: 3 clusters Score -939494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -939496.562500 Penalty: 2948.623047
	Iteration 24Q: 3 clusters Score -939496.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -939502.562500 Penalty: 2948.623047
	Iteration 25Q: 3 clusters Score -939502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -939504.812500 Penalty: 2948.623047
	Iteration 26Q: 3 clusters Score -939504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -939507.750000 Penalty: 2948.623047
	Iteration 27Q: 3 clusters Score -939507.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -939511.312500 Penalty: 2948.623047
	Iteration 28Q: 3 clusters Score -939511.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -939512.500000 Penalty: 2948.623047
	Iteration 29Q: 3 clusters Score -939512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -939512.375000 Penalty: 2948.623047
	Iteration 30Q: 3 clusters Score -939512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -939514.875000 Penalty: 2948.623047
	Iteration 31Q: 3 clusters Score -939514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -939515.062500 Penalty: 2948.623047
	Iteration 32Q: 3 clusters Score -939515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -939514.437500 Penalty: 2948.623047
	Iteration 33Q: 3 clusters Score -939514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -939514.437500 Penalty: 2948.623047
	Iteration 34F: 3 clusters Score -939514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 19605 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 9162 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 177085 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 30644 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 7804 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 16 contains 2777 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4813 members 
Mstep: Class 20 contains 19136 members 
Mstep: Class 21 contains 7346 members 
Mstep: Class 23 contains 34873 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
Score: -41695700.000000 Penalty: 45986.972656
Splitting cluster 4 changes total score from -41696304.000000 to -41695700.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Entering Unmasked Estep 
Score: -429813.656250 Penalty: 1356.675903
	Iteration 0F: 2 clusters Score -429813.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -426278.500000 Penalty: 2713.351807
	Iteration 0F: 3 clusters Score -426278.5 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -427311.468750 Penalty: 2713.351807
	Iteration 1F: 3 clusters Score -427311.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -427550.093750 Penalty: 2713.351807
	Iteration 2F: 3 clusters Score -427550.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -427707.531250 Penalty: 2713.351807
	Iteration 3F: 3 clusters Score -427707.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -427810.375000 Penalty: 2713.351807
	Iteration 4Q: 3 clusters Score -427810.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -427896.218750 Penalty: 2713.351807
	Iteration 5Q: 3 clusters Score -427896.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -427979.656250 Penalty: 2713.351807
	Iteration 6Q: 3 clusters Score -427979.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -428058.000000 Penalty: 2713.351807
	Iteration 7Q: 3 clusters Score -428058 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -428123.406250 Penalty: 2713.351807
	Iteration 8Q: 3 clusters Score -428123.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -428178.937500 Penalty: 2713.351807
	Iteration 9Q: 3 clusters Score -428178.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -428234.062500 Penalty: 2713.351807
	Iteration 10Q: 3 clusters Score -428234.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -428284.593750 Penalty: 2713.351807
	Iteration 11Q: 3 clusters Score -428284.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -428339.000000 Penalty: 2713.351807
	Iteration 12Q: 3 clusters Score -428339 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -428389.562500 Penalty: 2713.351807
	Iteration 13Q: 3 clusters Score -428389.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -428433.156250 Penalty: 2713.351807
	Iteration 14Q: 3 clusters Score -428433.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -428470.437500 Penalty: 2713.351807
	Iteration 15Q: 3 clusters Score -428470.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -428507.500000 Penalty: 2713.351807
	Iteration 16Q: 3 clusters Score -428507.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -428540.531250 Penalty: 2713.351807
	Iteration 17Q: 3 clusters Score -428540.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -428565.312500 Penalty: 2713.351807
	Iteration 18Q: 3 clusters Score -428565.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -428582.750000 Penalty: 2713.351807
	Iteration 19Q: 3 clusters Score -428582.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -428596.031250 Penalty: 2713.351807
	Iteration 20F: 3 clusters Score -428596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -428608.062500 Penalty: 2713.351807
	Iteration 21Q: 3 clusters Score -428608.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -428620.281250 Penalty: 2713.351807
	Iteration 22Q: 3 clusters Score -428620.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -428633.125000 Penalty: 2713.351807
	Iteration 23Q: 3 clusters Score -428633.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -428645.718750 Penalty: 2713.351807
	Iteration 24Q: 3 clusters Score -428645.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -428655.250000 Penalty: 2713.351807
	Iteration 25Q: 3 clusters Score -428655.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -428666.250000 Penalty: 2713.351807
	Iteration 26Q: 3 clusters Score -428666.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -428674.406250 Penalty: 2713.351807
	Iteration 27Q: 3 clusters Score -428674.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -428682.156250 Penalty: 2713.351807
	Iteration 28Q: 3 clusters Score -428682.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -428686.968750 Penalty: 2713.351807
	Iteration 29Q: 3 clusters Score -428687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -428690.562500 Penalty: 2713.351807
	Iteration 30Q: 3 clusters Score -428690.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -428697.375000 Penalty: 2713.351807
	Iteration 31Q: 3 clusters Score -428697.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -428702.531250 Penalty: 2713.351807
	Iteration 32Q: 3 clusters Score -428702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -428706.343750 Penalty: 2713.351807
	Iteration 33Q: 3 clusters Score -428706.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -428709.937500 Penalty: 2713.351807
	Iteration 34Q: 3 clusters Score -428709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -428713.312500 Penalty: 2713.351807
	Iteration 35Q: 3 clusters Score -428713.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -428715.031250 Penalty: 2713.351807
	Iteration 36Q: 3 clusters Score -428715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -428715.843750 Penalty: 2713.351807
	Iteration 37Q: 3 clusters Score -428715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -428716.468750 Penalty: 2713.351807
	Iteration 38Q: 3 clusters Score -428716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -428716.468750 Penalty: 2713.351807
	Iteration 39Q: 3 clusters Score -428716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -428716.468750 Penalty: 2713.351807
	Iteration 40F: 3 clusters Score -428716.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Entering Unmasked Estep 
Score: -1017820.687500 Penalty: 1482.458252
	Iteration 0F: 2 clusters Score -1017821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1011192.125000 Penalty: 2964.916504
	Iteration 0F: 3 clusters Score -1011192 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1013203.187500 Penalty: 2964.916504
	Iteration 1F: 3 clusters Score -1013203 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1013451.437500 Penalty: 2964.916504
	Iteration 2F: 3 clusters Score -1013451 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1013664.562500 Penalty: 2964.916504
	Iteration 3Q: 3 clusters Score -1013665 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1013834.562500 Penalty: 2964.916504
	Iteration 4Q: 3 clusters Score -1013835 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1013964.312500 Penalty: 2964.916504
	Iteration 5Q: 3 clusters Score -1013964 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1014079.500000 Penalty: 2964.916504
	Iteration 6Q: 3 clusters Score -1014080 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1014180.562500 Penalty: 2964.916504
	Iteration 7Q: 3 clusters Score -1014181 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1014314.375000 Penalty: 2964.916504
	Iteration 8Q: 3 clusters Score -1014314 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1014458.000000 Penalty: 2964.916504
	Iteration 9Q: 3 clusters Score -1014458 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1014582.687500 Penalty: 2964.916504
	Iteration 10Q: 3 clusters Score -1014583 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1014729.000000 Penalty: 2964.916504
	Iteration 11Q: 3 clusters Score -1014729 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1014892.312500 Penalty: 2964.916504
	Iteration 12Q: 3 clusters Score -1014892 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1015060.875000 Penalty: 2964.916504
	Iteration 13Q: 3 clusters Score -1015061 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1015272.125000 Penalty: 2964.916504
	Iteration 14Q: 3 clusters Score -1015272 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1015513.750000 Penalty: 2964.916504
	Iteration 15Q: 3 clusters Score -1015514 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1015764.875000 Penalty: 2964.916504
	Iteration 16Q: 3 clusters Score -1015765 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1016045.562500 Penalty: 2964.916504
	Iteration 17Q: 3 clusters Score -1016046 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1016255.312500 Penalty: 2964.916504
	Iteration 18Q: 3 clusters Score -1016255 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1016389.000000 Penalty: 2964.916504
	Iteration 19Q: 3 clusters Score -1016389 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1016463.500000 Penalty: 2964.916504
	Iteration 20F: 3 clusters Score -1016464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1016501.500000 Penalty: 2964.916504
	Iteration 21Q: 3 clusters Score -1016502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1016526.875000 Penalty: 2964.916504
	Iteration 22Q: 3 clusters Score -1016527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1016541.562500 Penalty: 2964.916504
	Iteration 23Q: 3 clusters Score -1016542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1016555.562500 Penalty: 2964.916504
	Iteration 24Q: 3 clusters Score -1016556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1016563.937500 Penalty: 2964.916504
	Iteration 25Q: 3 clusters Score -1016564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1016567.062500 Penalty: 2964.916504
	Iteration 26Q: 3 clusters Score -1016567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1016573.125000 Penalty: 2964.916504
	Iteration 27Q: 3 clusters Score -1016573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1016575.125000 Penalty: 2964.916504
	Iteration 28Q: 3 clusters Score -1016575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1016576.750000 Penalty: 2964.916504
	Iteration 29Q: 3 clusters Score -1016577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1016580.562500 Penalty: 2964.916504
	Iteration 30Q: 3 clusters Score -1016581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1016582.062500 Penalty: 2964.916504
	Iteration 31Q: 3 clusters Score -1016582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1016583.500000 Penalty: 2964.916504
	Iteration 32Q: 3 clusters Score -1016584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1016583.125000 Penalty: 2964.916504
	Iteration 33Q: 3 clusters Score -1016583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1016583.187500 Penalty: 2964.916504
	Iteration 34Q: 3 clusters Score -1016583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1016582.062500 Penalty: 2964.916504
	Iteration 35Q: 3 clusters Score -1016582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1016583.125000 Penalty: 2964.916504
	Iteration 36Q: 3 clusters Score -1016583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1016583.250000 Penalty: 2964.916504
	Iteration 37Q: 3 clusters Score -1016583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1016584.187500 Penalty: 2964.916504
	Iteration 38Q: 3 clusters Score -1016584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1016583.812500 Penalty: 2964.916504
	Iteration 39Q: 3 clusters Score -1016584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1016585.125000 Penalty: 2964.916504
	Iteration 40F: 3 clusters Score -1016585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -275486.968750 Penalty: 1284.993408
	Iteration 0F: 2 clusters Score -275487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -272972.312500 Penalty: 2569.986816
	Iteration 0F: 3 clusters Score -272972.3 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -273751.406250 Penalty: 2569.986816
	Iteration 1F: 3 clusters Score -273751.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -273960.906250 Penalty: 2569.986816
	Iteration 2F: 3 clusters Score -273960.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -274113.968750 Penalty: 2569.986816
	Iteration 3F: 3 clusters Score -274114 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -274212.531250 Penalty: 2569.986816
	Iteration 4F: 3 clusters Score -274212.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -274290.093750 Penalty: 2569.986816
	Iteration 5Q: 3 clusters Score -274290.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -274355.718750 Penalty: 2569.986816
	Iteration 6Q: 3 clusters Score -274355.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -274404.250000 Penalty: 2569.986816
	Iteration 7Q: 3 clusters Score -274404.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -274442.750000 Penalty: 2569.986816
	Iteration 8Q: 3 clusters Score -274442.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -274462.937500 Penalty: 2569.986816
	Iteration 9Q: 3 clusters Score -274462.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -274476.593750 Penalty: 2569.986816
	Iteration 10Q: 3 clusters Score -274476.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -274484.531250 Penalty: 2569.986816
	Iteration 11Q: 3 clusters Score -274484.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -274491.500000 Penalty: 2569.986816
	Iteration 12Q: 3 clusters Score -274491.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -274499.031250 Penalty: 2569.986816
	Iteration 13Q: 3 clusters Score -274499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -274511.843750 Penalty: 2569.986816
	Iteration 14Q: 3 clusters Score -274511.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -274524.906250 Penalty: 2569.986816
	Iteration 15Q: 3 clusters Score -274524.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -274536.906250 Penalty: 2569.986816
	Iteration 16Q: 3 clusters Score -274536.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -274553.156250 Penalty: 2569.986816
	Iteration 17Q: 3 clusters Score -274553.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -274563.062500 Penalty: 2569.986816
	Iteration 18Q: 3 clusters Score -274563.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -274570.718750 Penalty: 2569.986816
	Iteration 19Q: 3 clusters Score -274570.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -274578.406250 Penalty: 2569.986816
	Iteration 20F: 3 clusters Score -274578.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -274586.906250 Penalty: 2569.986816
	Iteration 21Q: 3 clusters Score -274586.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -274601.062500 Penalty: 2569.986816
	Iteration 22Q: 3 clusters Score -274601.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -274618.531250 Penalty: 2569.986816
	Iteration 23Q: 3 clusters Score -274618.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -274645.968750 Penalty: 2569.986816
	Iteration 24Q: 3 clusters Score -274646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -274684.593750 Penalty: 2569.986816
	Iteration 25Q: 3 clusters Score -274684.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -274719.250000 Penalty: 2569.986816
	Iteration 26Q: 3 clusters Score -274719.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -274754.187500 Penalty: 2569.986816
	Iteration 27Q: 3 clusters Score -274754.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -274778.468750 Penalty: 2569.986816
	Iteration 28Q: 3 clusters Score -274778.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -274796.968750 Penalty: 2569.986816
	Iteration 29Q: 3 clusters Score -274797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -274812.875000 Penalty: 2569.986816
	Iteration 30Q: 3 clusters Score -274812.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -274827.218750 Penalty: 2569.986816
	Iteration 31Q: 3 clusters Score -274827.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -274839.187500 Penalty: 2569.986816
	Iteration 32Q: 3 clusters Score -274839.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -274848.031250 Penalty: 2569.986816
	Iteration 33Q: 3 clusters Score -274848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -274858.156250 Penalty: 2569.986816
	Iteration 34Q: 3 clusters Score -274858.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -274869.500000 Penalty: 2569.986816
	Iteration 35Q: 3 clusters Score -274869.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -274878.156250 Penalty: 2569.986816
	Iteration 36Q: 3 clusters Score -274878.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -274886.906250 Penalty: 2569.986816
	Iteration 37Q: 3 clusters Score -274886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -274890.312500 Penalty: 2569.986816
	Iteration 38Q: 3 clusters Score -274890.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -274894.625000 Penalty: 2569.986816
	Iteration 39Q: 3 clusters Score -274894.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -274901.468750 Penalty: 2569.986816
	Iteration 40F: 3 clusters Score -274901.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -274905.281250 Penalty: 2569.986816
	Iteration 41Q: 3 clusters Score -274905.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -274908.750000 Penalty: 2569.986816
	Iteration 42Q: 3 clusters Score -274908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -274910.375000 Penalty: 2569.986816
	Iteration 43Q: 3 clusters Score -274910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -274912.218750 Penalty: 2569.986816
	Iteration 44Q: 3 clusters Score -274912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -274912.625000 Penalty: 2569.986816
	Iteration 45Q: 3 clusters Score -274912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -274914.656250 Penalty: 2569.986816
	Iteration 46Q: 3 clusters Score -274914.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -274916.875000 Penalty: 2569.986816
	Iteration 47Q: 3 clusters Score -274916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -274919.562500 Penalty: 2569.986816
	Iteration 48Q: 3 clusters Score -274919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -274920.562500 Penalty: 2569.986816
	Iteration 49Q: 3 clusters Score -274920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -274921.375000 Penalty: 2569.986816
	Iteration 50Q: 3 clusters Score -274921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -274921.812500 Penalty: 2569.986816
	Iteration 51Q: 3 clusters Score -274921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -274921.812500 Penalty: 2569.986816
	Iteration 52F: 3 clusters Score -274921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (177085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177085 members 
Entering Unmasked Estep 
Score: -19430330.000000 Penalty: 1963.712524
	Iteration 0F: 2 clusters Score -1.943033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -19327908.000000 Penalty: 3927.425049
	Iteration 0F: 3 clusters Score -1.932791e+07 nChanged 85565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 87328 members 
Entering Unmasked Estep 
Score: -19378658.000000 Penalty: 3927.425049
	Iteration 1F: 3 clusters Score -1.937866e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -19379440.000000 Penalty: 3927.425049
	Iteration 2Q: 3 clusters Score -1.937944e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -19380510.000000 Penalty: 3927.425049
	Iteration 3Q: 3 clusters Score -1.938051e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -19381986.000000 Penalty: 3927.425049
	Iteration 4Q: 3 clusters Score -1.938199e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -19384158.000000 Penalty: 3927.425049
	Iteration 5Q: 3 clusters Score -1.938416e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -19387620.000000 Penalty: 3927.425049
	Iteration 6Q: 3 clusters Score -1.938762e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -19392868.000000 Penalty: 3927.425049
	Iteration 7F: 3 clusters Score -1.939287e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
Mstep: Class 2 contains 69712 members 
Entering Unmasked Estep 
Score: -19400566.000000 Penalty: 3927.425049
	Iteration 8F: 3 clusters Score -1.940057e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -19408492.000000 Penalty: 3927.425049
	Iteration 9F: 3 clusters Score -1.940849e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -19412834.000000 Penalty: 3927.425049
	Iteration 10F: 3 clusters Score -1.941283e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108976 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -19414160.000000 Penalty: 3927.425049
	Iteration 11Q: 3 clusters Score -1.941416e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108757 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -19414500.000000 Penalty: 3927.425049
	Iteration 12Q: 3 clusters Score -1.94145e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -19414642.000000 Penalty: 3927.425049
	Iteration 13Q: 3 clusters Score -1.941464e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108380 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -19414620.000000 Penalty: 3927.425049
	Iteration 14Q: 3 clusters Score -1.941462e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -19414766.000000 Penalty: 3927.425049
	Iteration 15Q: 3 clusters Score -1.941477e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -19414836.000000 Penalty: 3927.425049
	Iteration 16Q: 3 clusters Score -1.941484e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107628 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -19414928.000000 Penalty: 3927.425049
	Iteration 17Q: 3 clusters Score -1.941493e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -19414930.000000 Penalty: 3927.425049
	Iteration 18Q: 3 clusters Score -1.941493e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -19415150.000000 Penalty: 3927.425049
	Iteration 19Q: 3 clusters Score -1.941515e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -19415260.000000 Penalty: 3927.425049
	Iteration 20F: 3 clusters Score -1.941526e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -19415284.000000 Penalty: 3927.425049
	Iteration 21Q: 3 clusters Score -1.941528e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105543 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -19415382.000000 Penalty: 3927.425049
	Iteration 22Q: 3 clusters Score -1.941538e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -19415534.000000 Penalty: 3927.425049
	Iteration 23Q: 3 clusters Score -1.941553e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104709 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -19415604.000000 Penalty: 3927.425049
	Iteration 24Q: 3 clusters Score -1.94156e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104246 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -19415674.000000 Penalty: 3927.425049
	Iteration 25Q: 3 clusters Score -1.941567e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103808 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -19415670.000000 Penalty: 3927.425049
	Iteration 26Q: 3 clusters Score -1.941567e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103383 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -19415684.000000 Penalty: 3927.425049
	Iteration 27Q: 3 clusters Score -1.941568e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103020 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -19415784.000000 Penalty: 3927.425049
	Iteration 28Q: 3 clusters Score -1.941578e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -19415828.000000 Penalty: 3927.425049
	Iteration 29Q: 3 clusters Score -1.941583e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 74764 members 
Entering Unmasked Estep 
Score: -19415936.000000 Penalty: 3927.425049
	Iteration 30Q: 3 clusters Score -1.941594e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102009 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -19416010.000000 Penalty: 3927.425049
	Iteration 31Q: 3 clusters Score -1.941601e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101695 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -19416054.000000 Penalty: 3927.425049
	Iteration 32Q: 3 clusters Score -1.941605e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -19416146.000000 Penalty: 3927.425049
	Iteration 33Q: 3 clusters Score -1.941615e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -19416202.000000 Penalty: 3927.425049
	Iteration 34Q: 3 clusters Score -1.94162e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100834 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -19416310.000000 Penalty: 3927.425049
	Iteration 35Q: 3 clusters Score -1.941631e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -19416326.000000 Penalty: 3927.425049
	Iteration 36Q: 3 clusters Score -1.941633e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100317 members 
Mstep: Class 2 contains 76768 members 
Entering Unmasked Estep 
Score: -19416362.000000 Penalty: 3927.425049
	Iteration 37Q: 3 clusters Score -1.941636e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -19416430.000000 Penalty: 3927.425049
	Iteration 38Q: 3 clusters Score -1.941643e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -19416468.000000 Penalty: 3927.425049
	Iteration 39Q: 3 clusters Score -1.941647e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99615 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -19416496.000000 Penalty: 3927.425049
	Iteration 40F: 3 clusters Score -1.94165e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99407 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -19416552.000000 Penalty: 3927.425049
	Iteration 41Q: 3 clusters Score -1.941655e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99208 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -19416608.000000 Penalty: 3927.425049
	Iteration 42Q: 3 clusters Score -1.941661e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -19416666.000000 Penalty: 3927.425049
	Iteration 43Q: 3 clusters Score -1.941667e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -19416700.000000 Penalty: 3927.425049
	Iteration 44Q: 3 clusters Score -1.94167e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -19416838.000000 Penalty: 3927.425049
	Iteration 45Q: 3 clusters Score -1.941684e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98558 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -19416996.000000 Penalty: 3927.425049
	Iteration 46Q: 3 clusters Score -1.9417e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -19417046.000000 Penalty: 3927.425049
	Iteration 47Q: 3 clusters Score -1.941705e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -19417072.000000 Penalty: 3927.425049
	Iteration 48Q: 3 clusters Score -1.941707e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -19417136.000000 Penalty: 3927.425049
	Iteration 49Q: 3 clusters Score -1.941714e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98125 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -19417264.000000 Penalty: 3927.425049
	Iteration 50Q: 3 clusters Score -1.941726e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98070 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -19417356.000000 Penalty: 3927.425049
	Iteration 51Q: 3 clusters Score -1.941736e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -19417412.000000 Penalty: 3927.425049
	Iteration 52Q: 3 clusters Score -1.941741e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -19417378.000000 Penalty: 3927.425049
	Iteration 53Q: 3 clusters Score -1.941738e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -19417434.000000 Penalty: 3927.425049
	Iteration 54Q: 3 clusters Score -1.941743e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97937 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -19417470.000000 Penalty: 3927.425049
	Iteration 55Q: 3 clusters Score -1.941747e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -19417590.000000 Penalty: 3927.425049
	Iteration 56Q: 3 clusters Score -1.941759e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -19417646.000000 Penalty: 3927.425049
	Iteration 57Q: 3 clusters Score -1.941765e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -19417748.000000 Penalty: 3927.425049
	Iteration 58Q: 3 clusters Score -1.941775e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -19417752.000000 Penalty: 3927.425049
	Iteration 59Q: 3 clusters Score -1.941775e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -19417788.000000 Penalty: 3927.425049
	Iteration 60F: 3 clusters Score -1.941779e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97958 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -19417806.000000 Penalty: 3927.425049
	Iteration 61Q: 3 clusters Score -1.941781e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -19417852.000000 Penalty: 3927.425049
	Iteration 62Q: 3 clusters Score -1.941785e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -19417808.000000 Penalty: 3927.425049
	Iteration 63Q: 3 clusters Score -1.941781e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -19417812.000000 Penalty: 3927.425049
	Iteration 64Q: 3 clusters Score -1.941781e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98409 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -19417836.000000 Penalty: 3927.425049
	Iteration 65Q: 3 clusters Score -1.941784e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -19417902.000000 Penalty: 3927.425049
	Iteration 66Q: 3 clusters Score -1.94179e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -19417956.000000 Penalty: 3927.425049
	Iteration 67Q: 3 clusters Score -1.941796e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99080 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -19417960.000000 Penalty: 3927.425049
	Iteration 68Q: 3 clusters Score -1.941796e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99371 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -19418014.000000 Penalty: 3927.425049
	Iteration 69Q: 3 clusters Score -1.941801e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99666 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -19418050.000000 Penalty: 3927.425049
	Iteration 70Q: 3 clusters Score -1.941805e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -19418104.000000 Penalty: 3927.425049
	Iteration 71Q: 3 clusters Score -1.94181e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -19418124.000000 Penalty: 3927.425049
	Iteration 72Q: 3 clusters Score -1.941812e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -19418098.000000 Penalty: 3927.425049
	Iteration 73Q: 3 clusters Score -1.94181e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100903 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -19418030.000000 Penalty: 3927.425049
	Iteration 74Q: 3 clusters Score -1.941803e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -19418124.000000 Penalty: 3927.425049
	Iteration 75Q: 3 clusters Score -1.941812e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101526 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -19418188.000000 Penalty: 3927.425049
	Iteration 76Q: 3 clusters Score -1.941819e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101854 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -19418234.000000 Penalty: 3927.425049
	Iteration 77Q: 3 clusters Score -1.941823e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -19418266.000000 Penalty: 3927.425049
	Iteration 78Q: 3 clusters Score -1.941827e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102561 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -19418304.000000 Penalty: 3927.425049
	Iteration 79Q: 3 clusters Score -1.94183e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -19418348.000000 Penalty: 3927.425049
	Iteration 80F: 3 clusters Score -1.941835e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -19418404.000000 Penalty: 3927.425049
	Iteration 81Q: 3 clusters Score -1.94184e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103661 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -19418384.000000 Penalty: 3927.425049
	Iteration 82Q: 3 clusters Score -1.941838e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -19418400.000000 Penalty: 3927.425049
	Iteration 83Q: 3 clusters Score -1.94184e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -19418430.000000 Penalty: 3927.425049
	Iteration 84Q: 3 clusters Score -1.941843e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104858 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -19418432.000000 Penalty: 3927.425049
	Iteration 85Q: 3 clusters Score -1.941843e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -19418480.000000 Penalty: 3927.425049
	Iteration 86Q: 3 clusters Score -1.941848e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -19418520.000000 Penalty: 3927.425049
	Iteration 87Q: 3 clusters Score -1.941852e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106129 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -19418580.000000 Penalty: 3927.425049
	Iteration 88Q: 3 clusters Score -1.941858e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106632 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -19418682.000000 Penalty: 3927.425049
	Iteration 89Q: 3 clusters Score -1.941868e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -19418752.000000 Penalty: 3927.425049
	Iteration 90Q: 3 clusters Score -1.941875e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107777 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -19418796.000000 Penalty: 3927.425049
	Iteration 91Q: 3 clusters Score -1.94188e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108391 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -19418848.000000 Penalty: 3927.425049
	Iteration 92Q: 3 clusters Score -1.941885e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -19418926.000000 Penalty: 3927.425049
	Iteration 93Q: 3 clusters Score -1.941893e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109629 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -19418994.000000 Penalty: 3927.425049
	Iteration 94Q: 3 clusters Score -1.941899e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -19419056.000000 Penalty: 3927.425049
	Iteration 95Q: 3 clusters Score -1.941906e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111049 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -19419050.000000 Penalty: 3927.425049
	Iteration 96Q: 3 clusters Score -1.941905e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -19419056.000000 Penalty: 3927.425049
	Iteration 97Q: 3 clusters Score -1.941906e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112454 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -19419114.000000 Penalty: 3927.425049
	Iteration 98Q: 3 clusters Score -1.941911e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113163 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -19419180.000000 Penalty: 3927.425049
	Iteration 99Q: 3 clusters Score -1.941918e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113916 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -19419198.000000 Penalty: 3927.425049
	Iteration 100F: 3 clusters Score -1.94192e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -19419252.000000 Penalty: 3927.425049
	Iteration 101Q: 3 clusters Score -1.941925e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115489 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -19419292.000000 Penalty: 3927.425049
	Iteration 102Q: 3 clusters Score -1.941929e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116277 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -19419358.000000 Penalty: 3927.425049
	Iteration 103Q: 3 clusters Score -1.941936e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -19419402.000000 Penalty: 3927.425049
	Iteration 104Q: 3 clusters Score -1.94194e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117962 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -19419438.000000 Penalty: 3927.425049
	Iteration 105Q: 3 clusters Score -1.941944e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118844 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -19419506.000000 Penalty: 3927.425049
	Iteration 106Q: 3 clusters Score -1.941951e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119751 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -19419658.000000 Penalty: 3927.425049
	Iteration 107Q: 3 clusters Score -1.941966e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120736 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -19419826.000000 Penalty: 3927.425049
	Iteration 108Q: 3 clusters Score -1.941983e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121737 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -19419888.000000 Penalty: 3927.425049
	Iteration 109Q: 3 clusters Score -1.941989e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122764 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -19419986.000000 Penalty: 3927.425049
	Iteration 110Q: 3 clusters Score -1.941999e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -19420162.000000 Penalty: 3927.425049
	Iteration 111Q: 3 clusters Score -1.942016e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -19420286.000000 Penalty: 3927.425049
	Iteration 112Q: 3 clusters Score -1.942029e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125813 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -19420404.000000 Penalty: 3927.425049
	Iteration 113Q: 3 clusters Score -1.94204e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -19420516.000000 Penalty: 3927.425049
	Iteration 114Q: 3 clusters Score -1.942052e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -19420704.000000 Penalty: 3927.425049
	Iteration 115Q: 3 clusters Score -1.94207e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128920 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -19420696.000000 Penalty: 3927.425049
	Iteration 116Q: 3 clusters Score -1.94207e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129886 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -19420766.000000 Penalty: 3927.425049
	Iteration 117Q: 3 clusters Score -1.942077e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130783 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -19420938.000000 Penalty: 3927.425049
	Iteration 118Q: 3 clusters Score -1.942094e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131651 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -19420972.000000 Penalty: 3927.425049
	Iteration 119Q: 3 clusters Score -1.942097e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132494 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -19421090.000000 Penalty: 3927.425049
	Iteration 120F: 3 clusters Score -1.942109e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -19421198.000000 Penalty: 3927.425049
	Iteration 121Q: 3 clusters Score -1.94212e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134247 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -19421370.000000 Penalty: 3927.425049
	Iteration 122Q: 3 clusters Score -1.942137e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135115 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -19421472.000000 Penalty: 3927.425049
	Iteration 123Q: 3 clusters Score -1.942147e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136005 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -19421610.000000 Penalty: 3927.425049
	Iteration 124Q: 3 clusters Score -1.942161e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136895 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -19421766.000000 Penalty: 3927.425049
	Iteration 125Q: 3 clusters Score -1.942177e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137787 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -19421858.000000 Penalty: 3927.425049
	Iteration 126Q: 3 clusters Score -1.942186e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138691 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -19421890.000000 Penalty: 3927.425049
	Iteration 127Q: 3 clusters Score -1.942189e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139612 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -19421996.000000 Penalty: 3927.425049
	Iteration 128Q: 3 clusters Score -1.9422e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -19422182.000000 Penalty: 3927.425049
	Iteration 129Q: 3 clusters Score -1.942218e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141436 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -19422224.000000 Penalty: 3927.425049
	Iteration 130Q: 3 clusters Score -1.942222e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142350 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -19422238.000000 Penalty: 3927.425049
	Iteration 131Q: 3 clusters Score -1.942224e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -19422304.000000 Penalty: 3927.425049
	Iteration 132Q: 3 clusters Score -1.94223e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144101 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -19422336.000000 Penalty: 3927.425049
	Iteration 133Q: 3 clusters Score -1.942234e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144959 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -19422304.000000 Penalty: 3927.425049
	Iteration 134Q: 3 clusters Score -1.94223e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145805 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -19422336.000000 Penalty: 3927.425049
	Iteration 135Q: 3 clusters Score -1.942234e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146653 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -19422376.000000 Penalty: 3927.425049
	Iteration 136Q: 3 clusters Score -1.942238e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147486 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -19422372.000000 Penalty: 3927.425049
	Iteration 137Q: 3 clusters Score -1.942237e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148315 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -19422376.000000 Penalty: 3927.425049
	Iteration 138Q: 3 clusters Score -1.942238e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149086 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -19422412.000000 Penalty: 3927.425049
	Iteration 139Q: 3 clusters Score -1.942241e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -19422406.000000 Penalty: 3927.425049
	Iteration 140F: 3 clusters Score -1.942241e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150614 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -19422384.000000 Penalty: 3927.425049
	Iteration 141Q: 3 clusters Score -1.942238e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151332 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -19422370.000000 Penalty: 3927.425049
	Iteration 142Q: 3 clusters Score -1.942237e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152055 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -19422476.000000 Penalty: 3927.425049
	Iteration 143Q: 3 clusters Score -1.942248e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152775 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -19422482.000000 Penalty: 3927.425049
	Iteration 144Q: 3 clusters Score -1.942248e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153421 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -19422534.000000 Penalty: 3927.425049
	Iteration 145Q: 3 clusters Score -1.942253e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -19422472.000000 Penalty: 3927.425049
	Iteration 146Q: 3 clusters Score -1.942247e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154567 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -19422506.000000 Penalty: 3927.425049
	Iteration 147Q: 3 clusters Score -1.942251e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155106 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -19422490.000000 Penalty: 3927.425049
	Iteration 148Q: 3 clusters Score -1.942249e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -19422442.000000 Penalty: 3927.425049
	Iteration 149Q: 3 clusters Score -1.942244e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -19422500.000000 Penalty: 3927.425049
	Iteration 150Q: 3 clusters Score -1.94225e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -19422498.000000 Penalty: 3927.425049
	Iteration 151Q: 3 clusters Score -1.94225e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157143 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -19422500.000000 Penalty: 3927.425049
	Iteration 152Q: 3 clusters Score -1.94225e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -19422480.000000 Penalty: 3927.425049
	Iteration 153Q: 3 clusters Score -1.942248e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158063 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -19422408.000000 Penalty: 3927.425049
	Iteration 154Q: 3 clusters Score -1.942241e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158477 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -19422376.000000 Penalty: 3927.425049
	Iteration 155Q: 3 clusters Score -1.942238e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -19422308.000000 Penalty: 3927.425049
	Iteration 156Q: 3 clusters Score -1.942231e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159374 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -19422284.000000 Penalty: 3927.425049
	Iteration 157Q: 3 clusters Score -1.942228e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159816 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -19422214.000000 Penalty: 3927.425049
	Iteration 158Q: 3 clusters Score -1.942221e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160299 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -19422186.000000 Penalty: 3927.425049
	Iteration 159Q: 3 clusters Score -1.942219e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160774 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -19422148.000000 Penalty: 3927.425049
	Iteration 160F: 3 clusters Score -1.942215e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161258 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -19422150.000000 Penalty: 3927.425049
	Iteration 161Q: 3 clusters Score -1.942215e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161721 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -19422154.000000 Penalty: 3927.425049
	Iteration 162Q: 3 clusters Score -1.942215e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162152 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -19422218.000000 Penalty: 3927.425049
	Iteration 163Q: 3 clusters Score -1.942222e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162580 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -19422270.000000 Penalty: 3927.425049
	Iteration 164Q: 3 clusters Score -1.942227e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163032 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -19422302.000000 Penalty: 3927.425049
	Iteration 165Q: 3 clusters Score -1.94223e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -19422408.000000 Penalty: 3927.425049
	Iteration 166Q: 3 clusters Score -1.942241e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -19422444.000000 Penalty: 3927.425049
	Iteration 167Q: 3 clusters Score -1.942244e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164372 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -19422442.000000 Penalty: 3927.425049
	Iteration 168Q: 3 clusters Score -1.942244e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164775 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -19422458.000000 Penalty: 3927.425049
	Iteration 169Q: 3 clusters Score -1.942246e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165176 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -19422498.000000 Penalty: 3927.425049
	Iteration 170Q: 3 clusters Score -1.94225e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -19422534.000000 Penalty: 3927.425049
	Iteration 171Q: 3 clusters Score -1.942253e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166033 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -19422618.000000 Penalty: 3927.425049
	Iteration 172Q: 3 clusters Score -1.942262e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166454 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -19422690.000000 Penalty: 3927.425049
	Iteration 173Q: 3 clusters Score -1.942269e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166823 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -19422792.000000 Penalty: 3927.425049
	Iteration 174Q: 3 clusters Score -1.942279e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167165 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -19422862.000000 Penalty: 3927.425049
	Iteration 175Q: 3 clusters Score -1.942286e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167483 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -19422926.000000 Penalty: 3927.425049
	Iteration 176Q: 3 clusters Score -1.942293e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167784 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -19423046.000000 Penalty: 3927.425049
	Iteration 177Q: 3 clusters Score -1.942305e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -19423190.000000 Penalty: 3927.425049
	Iteration 178Q: 3 clusters Score -1.942319e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168300 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -19423272.000000 Penalty: 3927.425049
	Iteration 179Q: 3 clusters Score -1.942327e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168521 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -19423346.000000 Penalty: 3927.425049
	Iteration 180F: 3 clusters Score -1.942335e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168749 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -19423440.000000 Penalty: 3927.425049
	Iteration 181Q: 3 clusters Score -1.942344e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168948 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -19423534.000000 Penalty: 3927.425049
	Iteration 182Q: 3 clusters Score -1.942353e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169125 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -19423622.000000 Penalty: 3927.425049
	Iteration 183Q: 3 clusters Score -1.942362e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169279 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -19423688.000000 Penalty: 3927.425049
	Iteration 184Q: 3 clusters Score -1.942369e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169411 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -19423722.000000 Penalty: 3927.425049
	Iteration 185Q: 3 clusters Score -1.942372e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -19423770.000000 Penalty: 3927.425049
	Iteration 186Q: 3 clusters Score -1.942377e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169656 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -19423852.000000 Penalty: 3927.425049
	Iteration 187Q: 3 clusters Score -1.942385e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169777 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -19423892.000000 Penalty: 3927.425049
	Iteration 188Q: 3 clusters Score -1.942389e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169877 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -19423940.000000 Penalty: 3927.425049
	Iteration 189Q: 3 clusters Score -1.942394e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169979 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -19424000.000000 Penalty: 3927.425049
	Iteration 190Q: 3 clusters Score -1.9424e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170077 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -19424034.000000 Penalty: 3927.425049
	Iteration 191Q: 3 clusters Score -1.942403e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170153 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -19424082.000000 Penalty: 3927.425049
	Iteration 192Q: 3 clusters Score -1.942408e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -19424124.000000 Penalty: 3927.425049
	Iteration 193Q: 3 clusters Score -1.942412e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170310 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -19424176.000000 Penalty: 3927.425049
	Iteration 194Q: 3 clusters Score -1.942418e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -19424220.000000 Penalty: 3927.425049
	Iteration 195Q: 3 clusters Score -1.942422e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170407 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -19424264.000000 Penalty: 3927.425049
	Iteration 196Q: 3 clusters Score -1.942426e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170445 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -19424296.000000 Penalty: 3927.425049
	Iteration 197Q: 3 clusters Score -1.94243e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170481 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -19424336.000000 Penalty: 3927.425049
	Iteration 198Q: 3 clusters Score -1.942434e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170526 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -19424362.000000 Penalty: 3927.425049
	Iteration 199Q: 3 clusters Score -1.942436e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170562 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -19424408.000000 Penalty: 3927.425049
	Iteration 200F: 3 clusters Score -1.942441e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170606 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -19424444.000000 Penalty: 3927.425049
	Iteration 201Q: 3 clusters Score -1.942444e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -19424492.000000 Penalty: 3927.425049
	Iteration 202Q: 3 clusters Score -1.942449e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170716 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -19424484.000000 Penalty: 3927.425049
	Iteration 203Q: 3 clusters Score -1.942448e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170766 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -19424526.000000 Penalty: 3927.425049
	Iteration 204Q: 3 clusters Score -1.942453e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170804 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -19424554.000000 Penalty: 3927.425049
	Iteration 205Q: 3 clusters Score -1.942455e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -19424606.000000 Penalty: 3927.425049
	Iteration 206Q: 3 clusters Score -1.942461e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -19424650.000000 Penalty: 3927.425049
	Iteration 207Q: 3 clusters Score -1.942465e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -19424652.000000 Penalty: 3927.425049
	Iteration 208Q: 3 clusters Score -1.942465e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -19424672.000000 Penalty: 3927.425049
	Iteration 209Q: 3 clusters Score -1.942467e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170923 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -19424672.000000 Penalty: 3927.425049
	Iteration 210Q: 3 clusters Score -1.942467e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -19424698.000000 Penalty: 3927.425049
	Iteration 211Q: 3 clusters Score -1.94247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170957 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -19424706.000000 Penalty: 3927.425049
	Iteration 212Q: 3 clusters Score -1.942471e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170967 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -19424720.000000 Penalty: 3927.425049
	Iteration 213Q: 3 clusters Score -1.942472e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170990 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -19424752.000000 Penalty: 3927.425049
	Iteration 214Q: 3 clusters Score -1.942475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171004 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -19424746.000000 Penalty: 3927.425049
	Iteration 215Q: 3 clusters Score -1.942475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171018 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -19424754.000000 Penalty: 3927.425049
	Iteration 216Q: 3 clusters Score -1.942475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171024 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -19424758.000000 Penalty: 3927.425049
	Iteration 217Q: 3 clusters Score -1.942476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -19424740.000000 Penalty: 3927.425049
	Iteration 218Q: 3 clusters Score -1.942474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171031 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -19424750.000000 Penalty: 3927.425049
	Iteration 219Q: 3 clusters Score -1.942475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -19424738.000000 Penalty: 3927.425049
	Iteration 220F: 3 clusters Score -1.942474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171026 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -19424738.000000 Penalty: 3927.425049
	Iteration 221Q: 3 clusters Score -1.942474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171023 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -19424750.000000 Penalty: 3927.425049
	Iteration 222Q: 3 clusters Score -1.942475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -19424742.000000 Penalty: 3927.425049
	Iteration 223Q: 3 clusters Score -1.942474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -19424734.000000 Penalty: 3927.425049
	Iteration 224Q: 3 clusters Score -1.942473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171040 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -19424738.000000 Penalty: 3927.425049
	Iteration 225Q: 3 clusters Score -1.942474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171040 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -19424740.000000 Penalty: 3927.425049
	Iteration 226Q: 3 clusters Score -1.942474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -19424720.000000 Penalty: 3927.425049
	Iteration 227Q: 3 clusters Score -1.942472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171038 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -19424714.000000 Penalty: 3927.425049
	Iteration 228Q: 3 clusters Score -1.942471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171043 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -19424716.000000 Penalty: 3927.425049
	Iteration 229Q: 3 clusters Score -1.942472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171045 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -19424716.000000 Penalty: 3927.425049
	Iteration 230Q: 3 clusters Score -1.942472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171043 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -19424714.000000 Penalty: 3927.425049
	Iteration 231Q: 3 clusters Score -1.942471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -19424702.000000 Penalty: 3927.425049
	Iteration 232Q: 3 clusters Score -1.94247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -19424702.000000 Penalty: 3927.425049
	Iteration 233Q: 3 clusters Score -1.94247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -19424702.000000 Penalty: 3927.425049
	Iteration 234F: 3 clusters Score -1.94247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Entering Unmasked Estep 
Score: -1388125.375000 Penalty: 1530.939819
	Iteration 0F: 2 clusters Score -1388125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1379401.000000 Penalty: 3061.879639
	Iteration 0F: 3 clusters Score -1379401 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1382351.250000 Penalty: 3061.879639
	Iteration 1F: 3 clusters Score -1382351 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1382674.250000 Penalty: 3061.879639
	Iteration 2F: 3 clusters Score -1382674 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1383039.750000 Penalty: 3061.879639
	Iteration 3F: 3 clusters Score -1383040 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1383472.875000 Penalty: 3061.879639
	Iteration 4F: 3 clusters Score -1383473 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1383966.125000 Penalty: 3061.879639
	Iteration 5F: 3 clusters Score -1383966 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1384538.500000 Penalty: 3061.879639
	Iteration 6F: 3 clusters Score -1384538 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1385097.625000 Penalty: 3061.879639
	Iteration 7F: 3 clusters Score -1385098 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1385663.875000 Penalty: 3061.879639
	Iteration 8F: 3 clusters Score -1385664 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1386150.250000 Penalty: 3061.879639
	Iteration 9Q: 3 clusters Score -1386150 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1386476.250000 Penalty: 3061.879639
	Iteration 10Q: 3 clusters Score -1386476 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1386703.625000 Penalty: 3061.879639
	Iteration 11Q: 3 clusters Score -1386704 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1386818.125000 Penalty: 3061.879639
	Iteration 12Q: 3 clusters Score -1386818 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1386894.125000 Penalty: 3061.879639
	Iteration 13Q: 3 clusters Score -1386894 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1386935.625000 Penalty: 3061.879639
	Iteration 14Q: 3 clusters Score -1386936 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1386977.625000 Penalty: 3061.879639
	Iteration 15Q: 3 clusters Score -1386978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1387024.750000 Penalty: 3061.879639
	Iteration 16Q: 3 clusters Score -1387025 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1387085.250000 Penalty: 3061.879639
	Iteration 17Q: 3 clusters Score -1387085 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1387129.125000 Penalty: 3061.879639
	Iteration 18Q: 3 clusters Score -1387129 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1387168.250000 Penalty: 3061.879639
	Iteration 19Q: 3 clusters Score -1387168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1387198.750000 Penalty: 3061.879639
	Iteration 20F: 3 clusters Score -1387199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1387221.500000 Penalty: 3061.879639
	Iteration 21Q: 3 clusters Score -1387222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1387241.750000 Penalty: 3061.879639
	Iteration 22Q: 3 clusters Score -1387242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1387262.625000 Penalty: 3061.879639
	Iteration 23Q: 3 clusters Score -1387263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1387279.375000 Penalty: 3061.879639
	Iteration 24Q: 3 clusters Score -1387279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1387300.625000 Penalty: 3061.879639
	Iteration 25Q: 3 clusters Score -1387301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1387318.375000 Penalty: 3061.879639
	Iteration 26Q: 3 clusters Score -1387318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1387341.250000 Penalty: 3061.879639
	Iteration 27Q: 3 clusters Score -1387341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1387355.750000 Penalty: 3061.879639
	Iteration 28Q: 3 clusters Score -1387356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1387364.500000 Penalty: 3061.879639
	Iteration 29Q: 3 clusters Score -1387364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1387367.500000 Penalty: 3061.879639
	Iteration 30Q: 3 clusters Score -1387368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1387375.500000 Penalty: 3061.879639
	Iteration 31Q: 3 clusters Score -1387376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1387376.500000 Penalty: 3061.879639
	Iteration 32Q: 3 clusters Score -1387376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1387375.625000 Penalty: 3061.879639
	Iteration 33Q: 3 clusters Score -1387376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1387379.500000 Penalty: 3061.879639
	Iteration 34Q: 3 clusters Score -1387380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1387382.125000 Penalty: 3061.879639
	Iteration 35Q: 3 clusters Score -1387382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1387383.125000 Penalty: 3061.879639
	Iteration 36Q: 3 clusters Score -1387383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1387384.375000 Penalty: 3061.879639
	Iteration 37Q: 3 clusters Score -1387384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1387384.375000 Penalty: 3061.879639
	Iteration 38F: 3 clusters Score -1387384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Entering Unmasked Estep 
Score: -3441824.500000 Penalty: 1678.656250
	Iteration 0F: 2 clusters Score -3441824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3421038.250000 Penalty: 3357.312500
	Iteration 0F: 3 clusters Score -3421038 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3428754.750000 Penalty: 3357.312500
	Iteration 1F: 3 clusters Score -3428755 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3429139.750000 Penalty: 3357.312500
	Iteration 2Q: 3 clusters Score -3429140 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3429447.250000 Penalty: 3357.312500
	Iteration 3Q: 3 clusters Score -3429447 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3429791.500000 Penalty: 3357.312500
	Iteration 4Q: 3 clusters Score -3429792 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3430188.500000 Penalty: 3357.312500
	Iteration 5Q: 3 clusters Score -3430188 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3430687.250000 Penalty: 3357.312500
	Iteration 6Q: 3 clusters Score -3430687 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3431323.500000 Penalty: 3357.312500
	Iteration 7Q: 3 clusters Score -3431324 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3432120.750000 Penalty: 3357.312500
	Iteration 8Q: 3 clusters Score -3432121 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3433158.250000 Penalty: 3357.312500
	Iteration 9F: 3 clusters Score -3433158 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3434526.250000 Penalty: 3357.312500
	Iteration 10F: 3 clusters Score -3434526 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3436173.750000 Penalty: 3357.312500
	Iteration 11F: 3 clusters Score -3436174 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3437586.250000 Penalty: 3357.312500
	Iteration 12F: 3 clusters Score -3437586 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3438456.250000 Penalty: 3357.312500
	Iteration 13Q: 3 clusters Score -3438456 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3438940.500000 Penalty: 3357.312500
	Iteration 14Q: 3 clusters Score -3438940 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3439285.500000 Penalty: 3357.312500
	Iteration 15Q: 3 clusters Score -3439286 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3439542.250000 Penalty: 3357.312500
	Iteration 16Q: 3 clusters Score -3439542 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3439747.750000 Penalty: 3357.312500
	Iteration 17Q: 3 clusters Score -3439748 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3439859.000000 Penalty: 3357.312500
	Iteration 18Q: 3 clusters Score -3439859 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3439918.250000 Penalty: 3357.312500
	Iteration 19Q: 3 clusters Score -3439918 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3439972.500000 Penalty: 3357.312500
	Iteration 20F: 3 clusters Score -3439972 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3439979.000000 Penalty: 3357.312500
	Iteration 21Q: 3 clusters Score -3439979 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3440012.750000 Penalty: 3357.312500
	Iteration 22Q: 3 clusters Score -3440013 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -3440017.000000 Penalty: 3357.312500
	Iteration 23Q: 3 clusters Score -3440017 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3440032.500000 Penalty: 3357.312500
	Iteration 24Q: 3 clusters Score -3440032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3440029.500000 Penalty: 3357.312500
	Iteration 25Q: 3 clusters Score -3440030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3440035.250000 Penalty: 3357.312500
	Iteration 26Q: 3 clusters Score -3440035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3440050.750000 Penalty: 3357.312500
	Iteration 27Q: 3 clusters Score -3440051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3440051.500000 Penalty: 3357.312500
	Iteration 28Q: 3 clusters Score -3440052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3440058.750000 Penalty: 3357.312500
	Iteration 29Q: 3 clusters Score -3440059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3440057.500000 Penalty: 3357.312500
	Iteration 30Q: 3 clusters Score -3440058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3440056.750000 Penalty: 3357.312500
	Iteration 31Q: 3 clusters Score -3440057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3440056.500000 Penalty: 3357.312500
	Iteration 32Q: 3 clusters Score -3440056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3440066.500000 Penalty: 3357.312500
	Iteration 33Q: 3 clusters Score -3440066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3440072.000000 Penalty: 3357.312500
	Iteration 34Q: 3 clusters Score -3440072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3440083.250000 Penalty: 3357.312500
	Iteration 35Q: 3 clusters Score -3440083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3440083.750000 Penalty: 3357.312500
	Iteration 36Q: 3 clusters Score -3440084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3440107.000000 Penalty: 3357.312500
	Iteration 37Q: 3 clusters Score -3440107 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3440103.000000 Penalty: 3357.312500
	Iteration 38Q: 3 clusters Score -3440103 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3440115.250000 Penalty: 3357.312500
	Iteration 39Q: 3 clusters Score -3440115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -3440118.000000 Penalty: 3357.312500
	Iteration 40F: 3 clusters Score -3440118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3440124.500000 Penalty: 3357.312500
	Iteration 41Q: 3 clusters Score -3440124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3440135.500000 Penalty: 3357.312500
	Iteration 42Q: 3 clusters Score -3440136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3440139.750000 Penalty: 3357.312500
	Iteration 43Q: 3 clusters Score -3440140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3440145.000000 Penalty: 3357.312500
	Iteration 44Q: 3 clusters Score -3440145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3440147.500000 Penalty: 3357.312500
	Iteration 45Q: 3 clusters Score -3440148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3440156.500000 Penalty: 3357.312500
	Iteration 46Q: 3 clusters Score -3440156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3440148.000000 Penalty: 3357.312500
	Iteration 47Q: 3 clusters Score -3440148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3440147.250000 Penalty: 3357.312500
	Iteration 48Q: 3 clusters Score -3440147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3440160.500000 Penalty: 3357.312500
	Iteration 49Q: 3 clusters Score -3440160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3440168.500000 Penalty: 3357.312500
	Iteration 50Q: 3 clusters Score -3440168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3440175.750000 Penalty: 3357.312500
	Iteration 51Q: 3 clusters Score -3440176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3440180.250000 Penalty: 3357.312500
	Iteration 52Q: 3 clusters Score -3440180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3440174.250000 Penalty: 3357.312500
	Iteration 53Q: 3 clusters Score -3440174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3440185.000000 Penalty: 3357.312500
	Iteration 54Q: 3 clusters Score -3440185 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3440199.750000 Penalty: 3357.312500
	Iteration 55Q: 3 clusters Score -3440200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3440207.250000 Penalty: 3357.312500
	Iteration 56Q: 3 clusters Score -3440207 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3440227.000000 Penalty: 3357.312500
	Iteration 57Q: 3 clusters Score -3440227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3440237.000000 Penalty: 3357.312500
	Iteration 58Q: 3 clusters Score -3440237 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3440250.250000 Penalty: 3357.312500
	Iteration 59Q: 3 clusters Score -3440250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3440256.750000 Penalty: 3357.312500
	Iteration 60F: 3 clusters Score -3440257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3440263.500000 Penalty: 3357.312500
	Iteration 61Q: 3 clusters Score -3440264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3440258.000000 Penalty: 3357.312500
	Iteration 62Q: 3 clusters Score -3440258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3440262.750000 Penalty: 3357.312500
	Iteration 63Q: 3 clusters Score -3440263 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3440284.250000 Penalty: 3357.312500
	Iteration 64Q: 3 clusters Score -3440284 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3440305.000000 Penalty: 3357.312500
	Iteration 65Q: 3 clusters Score -3440305 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3440310.250000 Penalty: 3357.312500
	Iteration 66Q: 3 clusters Score -3440310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3440321.000000 Penalty: 3357.312500
	Iteration 67Q: 3 clusters Score -3440321 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3440338.500000 Penalty: 3357.312500
	Iteration 68Q: 3 clusters Score -3440338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3440354.750000 Penalty: 3357.312500
	Iteration 69Q: 3 clusters Score -3440355 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3440365.000000 Penalty: 3357.312500
	Iteration 70Q: 3 clusters Score -3440365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3440379.250000 Penalty: 3357.312500
	Iteration 71Q: 3 clusters Score -3440379 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3440395.250000 Penalty: 3357.312500
	Iteration 72Q: 3 clusters Score -3440395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3440421.750000 Penalty: 3357.312500
	Iteration 73Q: 3 clusters Score -3440422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3440434.750000 Penalty: 3357.312500
	Iteration 74Q: 3 clusters Score -3440435 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3440443.500000 Penalty: 3357.312500
	Iteration 75Q: 3 clusters Score -3440444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3440463.000000 Penalty: 3357.312500
	Iteration 76Q: 3 clusters Score -3440463 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3440476.250000 Penalty: 3357.312500
	Iteration 77Q: 3 clusters Score -3440476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3440470.250000 Penalty: 3357.312500
	Iteration 78Q: 3 clusters Score -3440470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3440476.750000 Penalty: 3357.312500
	Iteration 79Q: 3 clusters Score -3440477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3440487.000000 Penalty: 3357.312500
	Iteration 80F: 3 clusters Score -3440487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3440499.500000 Penalty: 3357.312500
	Iteration 81Q: 3 clusters Score -3440500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3440502.500000 Penalty: 3357.312500
	Iteration 82Q: 3 clusters Score -3440502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3440508.750000 Penalty: 3357.312500
	Iteration 83Q: 3 clusters Score -3440509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3440500.750000 Penalty: 3357.312500
	Iteration 84Q: 3 clusters Score -3440501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3440498.000000 Penalty: 3357.312500
	Iteration 85Q: 3 clusters Score -3440498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3440491.000000 Penalty: 3357.312500
	Iteration 86Q: 3 clusters Score -3440491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3440492.250000 Penalty: 3357.312500
	Iteration 87Q: 3 clusters Score -3440492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3440497.000000 Penalty: 3357.312500
	Iteration 88Q: 3 clusters Score -3440497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3440496.000000 Penalty: 3357.312500
	Iteration 89Q: 3 clusters Score -3440496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3440499.500000 Penalty: 3357.312500
	Iteration 90Q: 3 clusters Score -3440500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3440504.000000 Penalty: 3357.312500
	Iteration 91Q: 3 clusters Score -3440504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3440506.000000 Penalty: 3357.312500
	Iteration 92Q: 3 clusters Score -3440506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3440506.750000 Penalty: 3357.312500
	Iteration 93Q: 3 clusters Score -3440507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3440510.750000 Penalty: 3357.312500
	Iteration 94Q: 3 clusters Score -3440511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3440507.750000 Penalty: 3357.312500
	Iteration 95Q: 3 clusters Score -3440508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3440505.000000 Penalty: 3357.312500
	Iteration 96Q: 3 clusters Score -3440505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3440508.250000 Penalty: 3357.312500
	Iteration 97Q: 3 clusters Score -3440508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3440511.500000 Penalty: 3357.312500
	Iteration 98Q: 3 clusters Score -3440512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3440509.000000 Penalty: 3357.312500
	Iteration 99Q: 3 clusters Score -3440509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3440506.500000 Penalty: 3357.312500
	Iteration 100F: 3 clusters Score -3440506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3440503.750000 Penalty: 3357.312500
	Iteration 101Q: 3 clusters Score -3440504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3440507.500000 Penalty: 3357.312500
	Iteration 102Q: 3 clusters Score -3440508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3440507.500000 Penalty: 3357.312500
	Iteration 103Q: 3 clusters Score -3440508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3440506.750000 Penalty: 3357.312500
	Iteration 104Q: 3 clusters Score -3440507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3440506.750000 Penalty: 3357.312500
	Iteration 105F: 3 clusters Score -3440507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -43856.527344 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -43856.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42857.273438 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -42857.27 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42988.558594 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -42988.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43027.316406 Penalty: 1965.395996
	Iteration 2F: 3 clusters Score -43027.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43039.988281 Penalty: 1965.395996
	Iteration 3Q: 3 clusters Score -43039.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43045.386719 Penalty: 1965.395996
	Iteration 4Q: 3 clusters Score -43045.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43045.386719 Penalty: 1965.395996
	Iteration 5F: 3 clusters Score -43045.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -461097.000000 Penalty: 1354.507568
	Iteration 0F: 2 clusters Score -461097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -457605.750000 Penalty: 2709.015137
	Iteration 0F: 3 clusters Score -457605.8 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -458606.593750 Penalty: 2709.015137
	Iteration 1F: 3 clusters Score -458606.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -458796.500000 Penalty: 2709.015137
	Iteration 2F: 3 clusters Score -458796.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -458916.968750 Penalty: 2709.015137
	Iteration 3Q: 3 clusters Score -458917 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -458998.843750 Penalty: 2709.015137
	Iteration 4Q: 3 clusters Score -458998.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -459070.687500 Penalty: 2709.015137
	Iteration 5Q: 3 clusters Score -459070.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -459120.437500 Penalty: 2709.015137
	Iteration 6Q: 3 clusters Score -459120.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -459165.781250 Penalty: 2709.015137
	Iteration 7Q: 3 clusters Score -459165.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -459209.093750 Penalty: 2709.015137
	Iteration 8Q: 3 clusters Score -459209.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -459253.562500 Penalty: 2709.015137
	Iteration 9Q: 3 clusters Score -459253.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -459302.750000 Penalty: 2709.015137
	Iteration 10Q: 3 clusters Score -459302.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -459343.500000 Penalty: 2709.015137
	Iteration 11Q: 3 clusters Score -459343.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -459376.562500 Penalty: 2709.015137
	Iteration 12Q: 3 clusters Score -459376.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -459414.156250 Penalty: 2709.015137
	Iteration 13Q: 3 clusters Score -459414.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -459453.406250 Penalty: 2709.015137
	Iteration 14Q: 3 clusters Score -459453.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -459493.843750 Penalty: 2709.015137
	Iteration 15Q: 3 clusters Score -459493.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -459548.062500 Penalty: 2709.015137
	Iteration 16Q: 3 clusters Score -459548.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -459593.406250 Penalty: 2709.015137
	Iteration 17Q: 3 clusters Score -459593.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -459637.875000 Penalty: 2709.015137
	Iteration 18Q: 3 clusters Score -459637.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -459677.375000 Penalty: 2709.015137
	Iteration 19Q: 3 clusters Score -459677.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -459706.593750 Penalty: 2709.015137
	Iteration 20F: 3 clusters Score -459706.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -459731.031250 Penalty: 2709.015137
	Iteration 21Q: 3 clusters Score -459731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -459748.062500 Penalty: 2709.015137
	Iteration 22Q: 3 clusters Score -459748.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -459765.000000 Penalty: 2709.015137
	Iteration 23Q: 3 clusters Score -459765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -459777.781250 Penalty: 2709.015137
	Iteration 24Q: 3 clusters Score -459777.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -459790.406250 Penalty: 2709.015137
	Iteration 25Q: 3 clusters Score -459790.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -459797.656250 Penalty: 2709.015137
	Iteration 26Q: 3 clusters Score -459797.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -459809.281250 Penalty: 2709.015137
	Iteration 27Q: 3 clusters Score -459809.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -459816.562500 Penalty: 2709.015137
	Iteration 28Q: 3 clusters Score -459816.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -459823.406250 Penalty: 2709.015137
	Iteration 29Q: 3 clusters Score -459823.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -459828.656250 Penalty: 2709.015137
	Iteration 30Q: 3 clusters Score -459828.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -459833.156250 Penalty: 2709.015137
	Iteration 31Q: 3 clusters Score -459833.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -459835.593750 Penalty: 2709.015137
	Iteration 32Q: 3 clusters Score -459835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -459838.187500 Penalty: 2709.015137
	Iteration 33Q: 3 clusters Score -459838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -459840.062500 Penalty: 2709.015137
	Iteration 34Q: 3 clusters Score -459840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -459841.812500 Penalty: 2709.015137
	Iteration 35Q: 3 clusters Score -459841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -459842.125000 Penalty: 2709.015137
	Iteration 36Q: 3 clusters Score -459842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -459843.906250 Penalty: 2709.015137
	Iteration 37Q: 3 clusters Score -459843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -459846.187500 Penalty: 2709.015137
	Iteration 38Q: 3 clusters Score -459846.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -459847.468750 Penalty: 2709.015137
	Iteration 39Q: 3 clusters Score -459847.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -459847.312500 Penalty: 2709.015137
	Iteration 40F: 3 clusters Score -459847.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -459850.375000 Penalty: 2709.015137
	Iteration 41Q: 3 clusters Score -459850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -459849.593750 Penalty: 2709.015137
	Iteration 42Q: 3 clusters Score -459849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -459850.531250 Penalty: 2709.015137
	Iteration 43Q: 3 clusters Score -459850.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -459850.531250 Penalty: 2709.015137
	Iteration 44F: 3 clusters Score -459850.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -281045.062500 Penalty: 1271.602417
	Iteration 0F: 2 clusters Score -281045.1 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 1230 members 
Entering Unmasked Estep 
Score: -278602.125000 Penalty: 2543.204834
	Iteration 0F: 3 clusters Score -278602.1 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -279140.781250 Penalty: 2543.204834
	Iteration 1F: 3 clusters Score -279140.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -279234.218750 Penalty: 2543.204834
	Iteration 2F: 3 clusters Score -279234.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -279294.531250 Penalty: 2543.204834
	Iteration 3Q: 3 clusters Score -279294.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -279334.312500 Penalty: 2543.204834
	Iteration 4Q: 3 clusters Score -279334.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -279358.562500 Penalty: 2543.204834
	Iteration 5Q: 3 clusters Score -279358.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -279375.125000 Penalty: 2543.204834
	Iteration 6Q: 3 clusters Score -279375.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -279390.656250 Penalty: 2543.204834
	Iteration 7Q: 3 clusters Score -279390.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -279407.937500 Penalty: 2543.204834
	Iteration 8Q: 3 clusters Score -279407.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -279424.750000 Penalty: 2543.204834
	Iteration 9Q: 3 clusters Score -279424.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279436.906250 Penalty: 2543.204834
	Iteration 10Q: 3 clusters Score -279436.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -279445.437500 Penalty: 2543.204834
	Iteration 11Q: 3 clusters Score -279445.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279449.343750 Penalty: 2543.204834
	Iteration 12Q: 3 clusters Score -279449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -279456.750000 Penalty: 2543.204834
	Iteration 13Q: 3 clusters Score -279456.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -279464.625000 Penalty: 2543.204834
	Iteration 14Q: 3 clusters Score -279464.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -279473.750000 Penalty: 2543.204834
	Iteration 15Q: 3 clusters Score -279473.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -279482.750000 Penalty: 2543.204834
	Iteration 16Q: 3 clusters Score -279482.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -279490.062500 Penalty: 2543.204834
	Iteration 17Q: 3 clusters Score -279490.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -279494.843750 Penalty: 2543.204834
	Iteration 18Q: 3 clusters Score -279494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -279500.937500 Penalty: 2543.204834
	Iteration 19Q: 3 clusters Score -279500.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -279505.656250 Penalty: 2543.204834
	Iteration 20F: 3 clusters Score -279505.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -279509.062500 Penalty: 2543.204834
	Iteration 21Q: 3 clusters Score -279509.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -279512.468750 Penalty: 2543.204834
	Iteration 22Q: 3 clusters Score -279512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -279515.687500 Penalty: 2543.204834
	Iteration 23Q: 3 clusters Score -279515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -279518.375000 Penalty: 2543.204834
	Iteration 24Q: 3 clusters Score -279518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -279520.718750 Penalty: 2543.204834
	Iteration 25Q: 3 clusters Score -279520.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -279522.656250 Penalty: 2543.204834
	Iteration 26Q: 3 clusters Score -279522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -279523.250000 Penalty: 2543.204834
	Iteration 27Q: 3 clusters Score -279523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -279524.187500 Penalty: 2543.204834
	Iteration 28Q: 3 clusters Score -279524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -279525.562500 Penalty: 2543.204834
	Iteration 29Q: 3 clusters Score -279525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -279529.156250 Penalty: 2543.204834
	Iteration 30Q: 3 clusters Score -279529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -279530.375000 Penalty: 2543.204834
	Iteration 31Q: 3 clusters Score -279530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -279530.968750 Penalty: 2543.204834
	Iteration 32Q: 3 clusters Score -279531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -279530.968750 Penalty: 2543.204834
	Iteration 33Q: 3 clusters Score -279531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -279531.937500 Penalty: 2543.204834
	Iteration 34Q: 3 clusters Score -279531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -279532.437500 Penalty: 2543.204834
	Iteration 35Q: 3 clusters Score -279532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -279533.812500 Penalty: 2543.204834
	Iteration 36Q: 3 clusters Score -279533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -279534.062500 Penalty: 2543.204834
	Iteration 37Q: 3 clusters Score -279534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -279535.531250 Penalty: 2543.204834
	Iteration 38Q: 3 clusters Score -279535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -279536.250000 Penalty: 2543.204834
	Iteration 39Q: 3 clusters Score -279536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -279536.906250 Penalty: 2543.204834
	Iteration 40F: 3 clusters Score -279536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -279536.968750 Penalty: 2543.204834
	Iteration 41Q: 3 clusters Score -279537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -279537.281250 Penalty: 2543.204834
	Iteration 42Q: 3 clusters Score -279537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -279537.281250 Penalty: 2543.204834
	Iteration 43F: 3 clusters Score -279537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Entering Unmasked Estep 
Score: -1451158.125000 Penalty: 1536.960083
	Iteration 0F: 2 clusters Score -1451158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1442146.000000 Penalty: 3073.920166
	Iteration 0F: 3 clusters Score -1442146 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1445345.375000 Penalty: 3073.920166
	Iteration 1F: 3 clusters Score -1445345 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1445993.750000 Penalty: 3073.920166
	Iteration 2F: 3 clusters Score -1445994 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1446770.625000 Penalty: 3073.920166
	Iteration 3F: 3 clusters Score -1446771 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1447584.625000 Penalty: 3073.920166
	Iteration 4F: 3 clusters Score -1447585 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1448342.250000 Penalty: 3073.920166
	Iteration 5F: 3 clusters Score -1448342 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1449044.250000 Penalty: 3073.920166
	Iteration 6F: 3 clusters Score -1449044 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1449674.000000 Penalty: 3073.920166
	Iteration 7Q: 3 clusters Score -1449674 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1450096.375000 Penalty: 3073.920166
	Iteration 8Q: 3 clusters Score -1450096 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1450263.750000 Penalty: 3073.920166
	Iteration 9Q: 3 clusters Score -1450264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1450348.125000 Penalty: 3073.920166
	Iteration 10Q: 3 clusters Score -1450348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1450392.125000 Penalty: 3073.920166
	Iteration 11Q: 3 clusters Score -1450392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1450423.875000 Penalty: 3073.920166
	Iteration 12Q: 3 clusters Score -1450424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1450446.125000 Penalty: 3073.920166
	Iteration 13Q: 3 clusters Score -1450446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1450465.125000 Penalty: 3073.920166
	Iteration 14Q: 3 clusters Score -1450465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1450466.875000 Penalty: 3073.920166
	Iteration 15Q: 3 clusters Score -1450467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1450470.375000 Penalty: 3073.920166
	Iteration 16Q: 3 clusters Score -1450470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1450473.000000 Penalty: 3073.920166
	Iteration 17Q: 3 clusters Score -1450473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1450473.625000 Penalty: 3073.920166
	Iteration 18Q: 3 clusters Score -1450474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1450480.625000 Penalty: 3073.920166
	Iteration 19Q: 3 clusters Score -1450481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1450484.000000 Penalty: 3073.920166
	Iteration 20F: 3 clusters Score -1450484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1450486.000000 Penalty: 3073.920166
	Iteration 21Q: 3 clusters Score -1450486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1450486.750000 Penalty: 3073.920166
	Iteration 22Q: 3 clusters Score -1450487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1450487.625000 Penalty: 3073.920166
	Iteration 23Q: 3 clusters Score -1450488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1450487.625000 Penalty: 3073.920166
	Iteration 24F: 3 clusters Score -1450488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Entering Unmasked Estep 
Score: -308602.625000 Penalty: 1288.483032
	Iteration 0F: 2 clusters Score -308602.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -305989.343750 Penalty: 2576.966064
	Iteration 0F: 3 clusters Score -305989.3 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -306647.937500 Penalty: 2576.966064
	Iteration 1F: 3 clusters Score -306647.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -306766.968750 Penalty: 2576.966064
	Iteration 2F: 3 clusters Score -306767 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -306845.875000 Penalty: 2576.966064
	Iteration 3Q: 3 clusters Score -306845.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -306907.593750 Penalty: 2576.966064
	Iteration 4Q: 3 clusters Score -306907.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -306958.906250 Penalty: 2576.966064
	Iteration 5Q: 3 clusters Score -306958.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -307004.031250 Penalty: 2576.966064
	Iteration 6Q: 3 clusters Score -307004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -307043.562500 Penalty: 2576.966064
	Iteration 7Q: 3 clusters Score -307043.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -307079.000000 Penalty: 2576.966064
	Iteration 8Q: 3 clusters Score -307079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -307107.750000 Penalty: 2576.966064
	Iteration 9Q: 3 clusters Score -307107.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -307138.375000 Penalty: 2576.966064
	Iteration 10Q: 3 clusters Score -307138.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -307158.812500 Penalty: 2576.966064
	Iteration 11Q: 3 clusters Score -307158.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -307180.687500 Penalty: 2576.966064
	Iteration 12Q: 3 clusters Score -307180.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -307201.062500 Penalty: 2576.966064
	Iteration 13Q: 3 clusters Score -307201.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -307216.062500 Penalty: 2576.966064
	Iteration 14Q: 3 clusters Score -307216.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -307230.312500 Penalty: 2576.966064
	Iteration 15Q: 3 clusters Score -307230.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -307245.531250 Penalty: 2576.966064
	Iteration 16Q: 3 clusters Score -307245.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -307260.593750 Penalty: 2576.966064
	Iteration 17Q: 3 clusters Score -307260.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -307271.031250 Penalty: 2576.966064
	Iteration 18Q: 3 clusters Score -307271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -307279.000000 Penalty: 2576.966064
	Iteration 19Q: 3 clusters Score -307279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -307286.187500 Penalty: 2576.966064
	Iteration 20F: 3 clusters Score -307286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -307292.500000 Penalty: 2576.966064
	Iteration 21Q: 3 clusters Score -307292.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -307302.312500 Penalty: 2576.966064
	Iteration 22Q: 3 clusters Score -307302.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -307306.343750 Penalty: 2576.966064
	Iteration 23Q: 3 clusters Score -307306.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -307312.875000 Penalty: 2576.966064
	Iteration 24Q: 3 clusters Score -307312.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -307320.843750 Penalty: 2576.966064
	Iteration 25Q: 3 clusters Score -307320.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -307329.593750 Penalty: 2576.966064
	Iteration 26Q: 3 clusters Score -307329.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -307336.468750 Penalty: 2576.966064
	Iteration 27Q: 3 clusters Score -307336.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -307343.281250 Penalty: 2576.966064
	Iteration 28Q: 3 clusters Score -307343.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -307347.093750 Penalty: 2576.966064
	Iteration 29Q: 3 clusters Score -307347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -307349.781250 Penalty: 2576.966064
	Iteration 30Q: 3 clusters Score -307349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -307349.781250 Penalty: 2576.966064
	Iteration 31F: 3 clusters Score -307349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Entering Unmasked Estep 
Score: -704493.750000 Penalty: 1429.699829
	Iteration 0F: 2 clusters Score -704493.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -699487.750000 Penalty: 2859.399658
	Iteration 0F: 3 clusters Score -699487.8 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -701050.937500 Penalty: 2859.399658
	Iteration 1F: 3 clusters Score -701050.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -701377.312500 Penalty: 2859.399658
	Iteration 2F: 3 clusters Score -701377.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -701655.062500 Penalty: 2859.399658
	Iteration 3F: 3 clusters Score -701655.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -701917.625000 Penalty: 2859.399658
	Iteration 4F: 3 clusters Score -701917.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -702180.500000 Penalty: 2859.399658
	Iteration 5F: 3 clusters Score -702180.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -702417.187500 Penalty: 2859.399658
	Iteration 6F: 3 clusters Score -702417.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -702594.875000 Penalty: 2859.399658
	Iteration 7Q: 3 clusters Score -702594.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -702764.687500 Penalty: 2859.399658
	Iteration 8Q: 3 clusters Score -702764.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -702925.875000 Penalty: 2859.399658
	Iteration 9Q: 3 clusters Score -702925.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -703050.000000 Penalty: 2859.399658
	Iteration 10Q: 3 clusters Score -703050 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -703142.812500 Penalty: 2859.399658
	Iteration 11Q: 3 clusters Score -703142.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -703222.375000 Penalty: 2859.399658
	Iteration 12Q: 3 clusters Score -703222.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -703289.875000 Penalty: 2859.399658
	Iteration 13Q: 3 clusters Score -703289.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -703344.750000 Penalty: 2859.399658
	Iteration 14Q: 3 clusters Score -703344.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -703406.625000 Penalty: 2859.399658
	Iteration 15Q: 3 clusters Score -703406.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -703470.062500 Penalty: 2859.399658
	Iteration 16Q: 3 clusters Score -703470.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -703537.687500 Penalty: 2859.399658
	Iteration 17Q: 3 clusters Score -703537.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -703591.312500 Penalty: 2859.399658
	Iteration 18Q: 3 clusters Score -703591.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -703648.750000 Penalty: 2859.399658
	Iteration 19Q: 3 clusters Score -703648.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -703693.250000 Penalty: 2859.399658
	Iteration 20F: 3 clusters Score -703693.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -703737.687500 Penalty: 2859.399658
	Iteration 21Q: 3 clusters Score -703737.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -703785.812500 Penalty: 2859.399658
	Iteration 22Q: 3 clusters Score -703785.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -703834.812500 Penalty: 2859.399658
	Iteration 23Q: 3 clusters Score -703834.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -703878.250000 Penalty: 2859.399658
	Iteration 24Q: 3 clusters Score -703878.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -703923.312500 Penalty: 2859.399658
	Iteration 25Q: 3 clusters Score -703923.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -703960.250000 Penalty: 2859.399658
	Iteration 26Q: 3 clusters Score -703960.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -704003.750000 Penalty: 2859.399658
	Iteration 27Q: 3 clusters Score -704003.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -704046.437500 Penalty: 2859.399658
	Iteration 28Q: 3 clusters Score -704046.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -704084.812500 Penalty: 2859.399658
	Iteration 29Q: 3 clusters Score -704084.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -704110.812500 Penalty: 2859.399658
	Iteration 30Q: 3 clusters Score -704110.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -704132.062500 Penalty: 2859.399658
	Iteration 31Q: 3 clusters Score -704132.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -704152.062500 Penalty: 2859.399658
	Iteration 32Q: 3 clusters Score -704152.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -704164.562500 Penalty: 2859.399658
	Iteration 33Q: 3 clusters Score -704164.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -704179.375000 Penalty: 2859.399658
	Iteration 34Q: 3 clusters Score -704179.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -704188.875000 Penalty: 2859.399658
	Iteration 35Q: 3 clusters Score -704188.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -704195.937500 Penalty: 2859.399658
	Iteration 36Q: 3 clusters Score -704195.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -704207.000000 Penalty: 2859.399658
	Iteration 37Q: 3 clusters Score -704207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -704216.125000 Penalty: 2859.399658
	Iteration 38Q: 3 clusters Score -704216.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -704218.062500 Penalty: 2859.399658
	Iteration 39Q: 3 clusters Score -704218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -704223.937500 Penalty: 2859.399658
	Iteration 40F: 3 clusters Score -704223.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -704229.625000 Penalty: 2859.399658
	Iteration 41Q: 3 clusters Score -704229.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -704235.250000 Penalty: 2859.399658
	Iteration 42Q: 3 clusters Score -704235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -704242.000000 Penalty: 2859.399658
	Iteration 43Q: 3 clusters Score -704242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -704246.937500 Penalty: 2859.399658
	Iteration 44Q: 3 clusters Score -704246.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -704248.250000 Penalty: 2859.399658
	Iteration 45Q: 3 clusters Score -704248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -704249.812500 Penalty: 2859.399658
	Iteration 46Q: 3 clusters Score -704249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -704251.812500 Penalty: 2859.399658
	Iteration 47Q: 3 clusters Score -704251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -704254.500000 Penalty: 2859.399658
	Iteration 48Q: 3 clusters Score -704254.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -704257.437500 Penalty: 2859.399658
	Iteration 49Q: 3 clusters Score -704257.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -704261.187500 Penalty: 2859.399658
	Iteration 50Q: 3 clusters Score -704261.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -704266.187500 Penalty: 2859.399658
	Iteration 51Q: 3 clusters Score -704266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -704269.562500 Penalty: 2859.399658
	Iteration 52Q: 3 clusters Score -704269.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -704277.062500 Penalty: 2859.399658
	Iteration 53Q: 3 clusters Score -704277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -704281.562500 Penalty: 2859.399658
	Iteration 54Q: 3 clusters Score -704281.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -704286.937500 Penalty: 2859.399658
	Iteration 55Q: 3 clusters Score -704286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -704288.187500 Penalty: 2859.399658
	Iteration 56Q: 3 clusters Score -704288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -704291.187500 Penalty: 2859.399658
	Iteration 57Q: 3 clusters Score -704291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -704291.125000 Penalty: 2859.399658
	Iteration 58Q: 3 clusters Score -704291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -704293.312500 Penalty: 2859.399658
	Iteration 59Q: 3 clusters Score -704293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -704292.687500 Penalty: 2859.399658
	Iteration 60F: 3 clusters Score -704292.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -532651.062500 Penalty: 1377.849731
	Iteration 0F: 2 clusters Score -532651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -528759.375000 Penalty: 2755.699463
	Iteration 0F: 3 clusters Score -528759.4 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -529818.625000 Penalty: 2755.699463
	Iteration 1F: 3 clusters Score -529818.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -529977.312500 Penalty: 2755.699463
	Iteration 2F: 3 clusters Score -529977.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -530077.625000 Penalty: 2755.699463
	Iteration 3Q: 3 clusters Score -530077.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -530155.687500 Penalty: 2755.699463
	Iteration 4Q: 3 clusters Score -530155.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -530203.875000 Penalty: 2755.699463
	Iteration 5Q: 3 clusters Score -530203.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -530244.937500 Penalty: 2755.699463
	Iteration 6Q: 3 clusters Score -530244.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -530277.187500 Penalty: 2755.699463
	Iteration 7Q: 3 clusters Score -530277.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -530318.125000 Penalty: 2755.699463
	Iteration 8Q: 3 clusters Score -530318.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -530362.937500 Penalty: 2755.699463
	Iteration 9Q: 3 clusters Score -530362.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -530400.312500 Penalty: 2755.699463
	Iteration 10Q: 3 clusters Score -530400.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -530443.750000 Penalty: 2755.699463
	Iteration 11Q: 3 clusters Score -530443.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -530503.562500 Penalty: 2755.699463
	Iteration 12Q: 3 clusters Score -530503.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -530573.437500 Penalty: 2755.699463
	Iteration 13Q: 3 clusters Score -530573.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -530635.562500 Penalty: 2755.699463
	Iteration 14Q: 3 clusters Score -530635.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -530704.375000 Penalty: 2755.699463
	Iteration 15Q: 3 clusters Score -530704.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -530783.000000 Penalty: 2755.699463
	Iteration 16Q: 3 clusters Score -530783 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -530866.375000 Penalty: 2755.699463
	Iteration 17Q: 3 clusters Score -530866.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -530930.062500 Penalty: 2755.699463
	Iteration 18Q: 3 clusters Score -530930.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -530982.187500 Penalty: 2755.699463
	Iteration 19Q: 3 clusters Score -530982.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -531036.125000 Penalty: 2755.699463
	Iteration 20F: 3 clusters Score -531036.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -531089.437500 Penalty: 2755.699463
	Iteration 21Q: 3 clusters Score -531089.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -531154.750000 Penalty: 2755.699463
	Iteration 22Q: 3 clusters Score -531154.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -531210.812500 Penalty: 2755.699463
	Iteration 23Q: 3 clusters Score -531210.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -531255.187500 Penalty: 2755.699463
	Iteration 24Q: 3 clusters Score -531255.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -531295.437500 Penalty: 2755.699463
	Iteration 25Q: 3 clusters Score -531295.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -531326.500000 Penalty: 2755.699463
	Iteration 26Q: 3 clusters Score -531326.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -531349.812500 Penalty: 2755.699463
	Iteration 27Q: 3 clusters Score -531349.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -531367.937500 Penalty: 2755.699463
	Iteration 28Q: 3 clusters Score -531367.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -531383.687500 Penalty: 2755.699463
	Iteration 29Q: 3 clusters Score -531383.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -531391.187500 Penalty: 2755.699463
	Iteration 30Q: 3 clusters Score -531391.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -531404.312500 Penalty: 2755.699463
	Iteration 31Q: 3 clusters Score -531404.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -531411.625000 Penalty: 2755.699463
	Iteration 32Q: 3 clusters Score -531411.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -531418.000000 Penalty: 2755.699463
	Iteration 33Q: 3 clusters Score -531418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -531423.750000 Penalty: 2755.699463
	Iteration 34Q: 3 clusters Score -531423.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -531429.875000 Penalty: 2755.699463
	Iteration 35Q: 3 clusters Score -531429.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -531435.187500 Penalty: 2755.699463
	Iteration 36Q: 3 clusters Score -531435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -531442.937500 Penalty: 2755.699463
	Iteration 37Q: 3 clusters Score -531442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -531443.625000 Penalty: 2755.699463
	Iteration 38Q: 3 clusters Score -531443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -531443.625000 Penalty: 2755.699463
	Iteration 39Q: 3 clusters Score -531443.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -531443.625000 Penalty: 2755.699463
	Iteration 40F: 3 clusters Score -531443.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Entering Unmasked Estep 
Score: -2165797.250000 Penalty: 1602.140503
	Iteration 0F: 2 clusters Score -2165797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2152737.750000 Penalty: 3204.281006
	Iteration 0F: 3 clusters Score -2152738 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2157427.000000 Penalty: 3204.281006
	Iteration 1F: 3 clusters Score -2157427 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2157827.750000 Penalty: 3204.281006
	Iteration 2F: 3 clusters Score -2157828 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2158317.500000 Penalty: 3204.281006
	Iteration 3F: 3 clusters Score -2158318 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2158901.000000 Penalty: 3204.281006
	Iteration 4F: 3 clusters Score -2158901 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2159623.000000 Penalty: 3204.281006
	Iteration 5F: 3 clusters Score -2159623 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2160427.250000 Penalty: 3204.281006
	Iteration 6F: 3 clusters Score -2160427 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2161326.000000 Penalty: 3204.281006
	Iteration 7F: 3 clusters Score -2161326 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2162249.000000 Penalty: 3204.281006
	Iteration 8F: 3 clusters Score -2162249 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2163027.500000 Penalty: 3204.281006
	Iteration 9Q: 3 clusters Score -2163028 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2163540.250000 Penalty: 3204.281006
	Iteration 10Q: 3 clusters Score -2163540 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2163865.000000 Penalty: 3204.281006
	Iteration 11Q: 3 clusters Score -2163865 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2164075.750000 Penalty: 3204.281006
	Iteration 12Q: 3 clusters Score -2164076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2164175.000000 Penalty: 3204.281006
	Iteration 13Q: 3 clusters Score -2164175 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2164250.250000 Penalty: 3204.281006
	Iteration 14Q: 3 clusters Score -2164250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2164296.750000 Penalty: 3204.281006
	Iteration 15Q: 3 clusters Score -2164297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2164310.500000 Penalty: 3204.281006
	Iteration 16Q: 3 clusters Score -2164310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2164329.250000 Penalty: 3204.281006
	Iteration 17Q: 3 clusters Score -2164329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2164348.000000 Penalty: 3204.281006
	Iteration 18Q: 3 clusters Score -2164348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2164355.250000 Penalty: 3204.281006
	Iteration 19Q: 3 clusters Score -2164355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2164366.000000 Penalty: 3204.281006
	Iteration 20F: 3 clusters Score -2164366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2164372.500000 Penalty: 3204.281006
	Iteration 21Q: 3 clusters Score -2164372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2164379.250000 Penalty: 3204.281006
	Iteration 22Q: 3 clusters Score -2164379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2164384.750000 Penalty: 3204.281006
	Iteration 23Q: 3 clusters Score -2164385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2164387.750000 Penalty: 3204.281006
	Iteration 24Q: 3 clusters Score -2164388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2164387.500000 Penalty: 3204.281006
	Iteration 25Q: 3 clusters Score -2164388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2164387.000000 Penalty: 3204.281006
	Iteration 26Q: 3 clusters Score -2164387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2164386.750000 Penalty: 3204.281006
	Iteration 27Q: 3 clusters Score -2164387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2164388.250000 Penalty: 3204.281006
	Iteration 28Q: 3 clusters Score -2164388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2164391.000000 Penalty: 3204.281006
	Iteration 29Q: 3 clusters Score -2164391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2164394.500000 Penalty: 3204.281006
	Iteration 30Q: 3 clusters Score -2164394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2164395.750000 Penalty: 3204.281006
	Iteration 31Q: 3 clusters Score -2164396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2164398.000000 Penalty: 3204.281006
	Iteration 32Q: 3 clusters Score -2164398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2164396.500000 Penalty: 3204.281006
	Iteration 33Q: 3 clusters Score -2164396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2164394.750000 Penalty: 3204.281006
	Iteration 34Q: 3 clusters Score -2164395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2164396.750000 Penalty: 3204.281006
	Iteration 35Q: 3 clusters Score -2164397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2164397.500000 Penalty: 3204.281006
	Iteration 36Q: 3 clusters Score -2164398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2164397.000000 Penalty: 3204.281006
	Iteration 37Q: 3 clusters Score -2164397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2164397.000000 Penalty: 3204.281006
	Iteration 38F: 3 clusters Score -2164397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Entering Unmasked Estep 
Score: -808193.250000 Penalty: 1446.560547
	Iteration 0F: 2 clusters Score -808193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -802763.312500 Penalty: 2893.121094
	Iteration 0F: 3 clusters Score -802763.3 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -804450.250000 Penalty: 2893.121094
	Iteration 1F: 3 clusters Score -804450.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -804704.375000 Penalty: 2893.121094
	Iteration 2F: 3 clusters Score -804704.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -804951.062500 Penalty: 2893.121094
	Iteration 3F: 3 clusters Score -804951.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -805198.687500 Penalty: 2893.121094
	Iteration 4F: 3 clusters Score -805198.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -805490.750000 Penalty: 2893.121094
	Iteration 5Q: 3 clusters Score -805490.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -805829.375000 Penalty: 2893.121094
	Iteration 6F: 3 clusters Score -805829.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -806217.062500 Penalty: 2893.121094
	Iteration 7F: 3 clusters Score -806217.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -806646.875000 Penalty: 2893.121094
	Iteration 8Q: 3 clusters Score -806646.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -807374.500000 Penalty: 2893.121094
	Iteration 9Q: 3 clusters Score -807374.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -808475.937500 Penalty: 2893.121094
	Iteration 10Q: 3 clusters Score -808475.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -808999.875000 Penalty: 2893.121094
	Iteration 11Q: 3 clusters Score -808999.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -809674.125000 Penalty: 2893.121094
	Iteration 12Q: 3 clusters Score -809674.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -810426.687500 Penalty: 2893.121094
	Iteration 13Q: 3 clusters Score -810426.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -811066.875000 Penalty: 2893.121094
	Iteration 14Q: 3 clusters Score -811066.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -811251.750000 Penalty: 2893.121094
	Iteration 15Q: 3 clusters Score -811251.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -811290.062500 Penalty: 2893.121094
	Iteration 16Q: 3 clusters Score -811290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -811298.375000 Penalty: 2893.121094
	Iteration 17Q: 3 clusters Score -811298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -811299.812500 Penalty: 2893.121094
	Iteration 18Q: 3 clusters Score -811299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -811299.812500 Penalty: 2893.121094
	Iteration 19F: 3 clusters Score -811299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 19605 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 9162 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 177085 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 30644 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3785 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 16 contains 2777 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4813 members 
Mstep: Class 20 contains 19136 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 23 contains 34873 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
Score: -41698684.000000 Penalty: 45986.972656
Splitting cluster 21 changes total score from -41696304.000000 to -41698684.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 23 (34873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Entering Unmasked Estep 
Score: -3712650.000000 Penalty: 1699.663574
	Iteration 0F: 2 clusters Score -3712650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3689291.000000 Penalty: 3399.327148
	Iteration 0F: 3 clusters Score -3689291 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3698367.500000 Penalty: 3399.327148
	Iteration 1F: 3 clusters Score -3698368 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3698947.750000 Penalty: 3399.327148
	Iteration 2Q: 3 clusters Score -3698948 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3699753.750000 Penalty: 3399.327148
	Iteration 3F: 3 clusters Score -3699754 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3700975.750000 Penalty: 3399.327148
	Iteration 4F: 3 clusters Score -3700976 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3702827.500000 Penalty: 3399.327148
	Iteration 5F: 3 clusters Score -3702828 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3705320.250000 Penalty: 3399.327148
	Iteration 6F: 3 clusters Score -3705320 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -3707817.500000 Penalty: 3399.327148
	Iteration 7F: 3 clusters Score -3707818 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -3709625.500000 Penalty: 3399.327148
	Iteration 8F: 3 clusters Score -3709626 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -3710498.250000 Penalty: 3399.327148
	Iteration 9Q: 3 clusters Score -3710498 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -3710833.250000 Penalty: 3399.327148
	Iteration 10Q: 3 clusters Score -3710833 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -3710998.500000 Penalty: 3399.327148
	Iteration 11Q: 3 clusters Score -3710998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -3711086.250000 Penalty: 3399.327148
	Iteration 12Q: 3 clusters Score -3711086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -3711129.250000 Penalty: 3399.327148
	Iteration 13Q: 3 clusters Score -3711129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -3711148.500000 Penalty: 3399.327148
	Iteration 14Q: 3 clusters Score -3711148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -3711152.000000 Penalty: 3399.327148
	Iteration 15Q: 3 clusters Score -3711152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -3711157.250000 Penalty: 3399.327148
	Iteration 16Q: 3 clusters Score -3711157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -3711162.000000 Penalty: 3399.327148
	Iteration 17Q: 3 clusters Score -3711162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -3711165.750000 Penalty: 3399.327148
	Iteration 18Q: 3 clusters Score -3711166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3711172.000000 Penalty: 3399.327148
	Iteration 19Q: 3 clusters Score -3711172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3711172.000000 Penalty: 3399.327148
	Iteration 20F: 3 clusters Score -3711172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -43963.562500 Penalty: 1010.198486
	Iteration 0F: 2 clusters Score -43963.56 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 240 members 
Entering Unmasked Estep 
Score: -42983.074219 Penalty: 2020.396973
	Iteration 0F: 3 clusters Score -42983.07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43224.902344 Penalty: 2020.396973
	Iteration 1F: 3 clusters Score -43224.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43301.355469 Penalty: 2020.396973
	Iteration 2F: 3 clusters Score -43301.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43349.617188 Penalty: 2020.396973
	Iteration 3Q: 3 clusters Score -43349.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43410.671875 Penalty: 2020.396973
	Iteration 4Q: 3 clusters Score -43410.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43445.308594 Penalty: 2020.396973
	Iteration 5Q: 3 clusters Score -43445.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43479.375000 Penalty: 2020.396973
	Iteration 6Q: 3 clusters Score -43479.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43506.156250 Penalty: 2020.396973
	Iteration 7Q: 3 clusters Score -43506.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43519.835938 Penalty: 2020.396973
	Iteration 8Q: 3 clusters Score -43519.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43534.382812 Penalty: 2020.396973
	Iteration 9Q: 3 clusters Score -43534.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43541.671875 Penalty: 2020.396973
	Iteration 10Q: 3 clusters Score -43541.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43556.503906 Penalty: 2020.396973
	Iteration 11Q: 3 clusters Score -43556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43560.789062 Penalty: 2020.396973
	Iteration 12Q: 3 clusters Score -43560.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43564.019531 Penalty: 2020.396973
	Iteration 13Q: 3 clusters Score -43564.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43564.906250 Penalty: 2020.396973
	Iteration 14Q: 3 clusters Score -43564.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43565.640625 Penalty: 2020.396973
	Iteration 15Q: 3 clusters Score -43565.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43566.250000 Penalty: 2020.396973
	Iteration 16Q: 3 clusters Score -43566.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43566.250000 Penalty: 2020.396973
	Iteration 17F: 3 clusters Score -43566.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 19605 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 9162 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 177085 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 30644 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 16 contains 2777 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4813 members 
Mstep: Class 20 contains 19136 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 23 contains 34873 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699020.000000 Penalty: 45986.972656
Iteration 159Q: 23 clusters Score -4.169902e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 19610 members 
Mstep: Class 3 contains 4501 members 
Mstep: Class 4 contains 8709 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 9157 members 
Mstep: Class 7 contains 2719 members 
Mstep: Class 8 contains 177116 members 
Mstep: Class 9 contains 12355 members 
Mstep: Class 10 contains 30754 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3653 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 18 contains 6614 members 
Mstep: Class 19 contains 4823 members 
Mstep: Class 20 contains 19146 members 
Mstep: Class 21 contains 3543 members 
Mstep: Class 23 contains 34876 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699300.000000 Penalty: 45986.972656
Iteration 160F: 23 clusters Score -4.16993e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 19607 members 
Mstep: Class 3 contains 4501 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 9152 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 177084 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 30790 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3737 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 18 contains 6606 members 
Mstep: Class 19 contains 4821 members 
Mstep: Class 20 contains 19153 members 
Mstep: Class 21 contains 3510 members 
Mstep: Class 23 contains 34875 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699364.000000 Penalty: 45986.972656
Iteration 161Q: 23 clusters Score -4.169936e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 19606 members 
Mstep: Class 3 contains 4501 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 9140 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 177059 members 
Mstep: Class 9 contains 12337 members 
Mstep: Class 10 contains 30812 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 2772 members 
Mstep: Class 18 contains 6604 members 
Mstep: Class 19 contains 4816 members 
Mstep: Class 20 contains 19163 members 
Mstep: Class 21 contains 3505 members 
Mstep: Class 23 contains 34879 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699408.000000 Penalty: 45986.972656
Iteration 162Q: 23 clusters Score -4.169941e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 19612 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 8700 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 9134 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 177035 members 
Mstep: Class 9 contains 12330 members 
Mstep: Class 10 contains 30829 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 2772 members 
Mstep: Class 18 contains 6605 members 
Mstep: Class 19 contains 4815 members 
Mstep: Class 20 contains 19170 members 
Mstep: Class 21 contains 3507 members 
Mstep: Class 23 contains 34885 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699400.000000 Penalty: 45986.972656
Iteration 163Q: 23 clusters Score -4.16994e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 19613 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 9122 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 8 contains 177021 members 
Mstep: Class 9 contains 12325 members 
Mstep: Class 10 contains 30844 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 2773 members 
Mstep: Class 18 contains 6612 members 
Mstep: Class 19 contains 4814 members 
Mstep: Class 20 contains 19180 members 
Mstep: Class 21 contains 3515 members 
Mstep: Class 23 contains 34892 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699484.000000 Penalty: 45986.972656
Iteration 164Q: 23 clusters Score -4.169948e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 19613 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4174 members 
Mstep: Class 6 contains 9112 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 177030 members 
Mstep: Class 9 contains 12321 members 
Mstep: Class 10 contains 30846 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 18 contains 6615 members 
Mstep: Class 19 contains 4814 members 
Mstep: Class 20 contains 19191 members 
Mstep: Class 21 contains 3518 members 
Mstep: Class 23 contains 34894 members 
Mstep: Class 24 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699452.000000 Penalty: 45986.972656
Iteration 165Q: 23 clusters Score -4.169945e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 19613 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 177034 members 
Mstep: Class 9 contains 12320 members 
Mstep: Class 10 contains 30851 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 18 contains 6617 members 
Mstep: Class 19 contains 4814 members 
Mstep: Class 20 contains 19209 members 
Mstep: Class 21 contains 3518 members 
Mstep: Class 23 contains 34901 members 
Mstep: Class 24 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699500.000000 Penalty: 45986.972656
Iteration 166Q: 23 clusters Score -4.16995e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 19610 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 9087 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 177033 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 30853 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 12825 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 4815 members 
Mstep: Class 20 contains 19220 members 
Mstep: Class 21 contains 3516 members 
Mstep: Class 23 contains 34906 members 
Mstep: Class 24 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699460.000000 Penalty: 45986.972656
Iteration 167Q: 23 clusters Score -4.169946e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 19608 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4147 members 
Mstep: Class 6 contains 9077 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 177027 members 
Mstep: Class 9 contains 12317 members 
Mstep: Class 10 contains 30858 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4816 members 
Mstep: Class 20 contains 19233 members 
Mstep: Class 21 contains 3516 members 
Mstep: Class 23 contains 34916 members 
Mstep: Class 24 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699468.000000 Penalty: 45986.972656
Iteration 168Q: 23 clusters Score -4.169947e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 19607 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 8697 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 9072 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 177026 members 
Mstep: Class 9 contains 12318 members 
Mstep: Class 10 contains 30863 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 12825 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 18 contains 6623 members 
Mstep: Class 19 contains 4816 members 
Mstep: Class 20 contains 19245 members 
Mstep: Class 21 contains 3515 members 
Mstep: Class 23 contains 34923 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699508.000000 Penalty: 45986.972656
Iteration 169Q: 23 clusters Score -4.169951e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 19603 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 9066 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 177027 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 30877 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 12822 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 4817 members 
Mstep: Class 20 contains 19247 members 
Mstep: Class 21 contains 3514 members 
Mstep: Class 23 contains 34931 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699492.000000 Penalty: 45986.972656
Iteration 170Q: 23 clusters Score -4.169949e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 19600 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4131 members 
Mstep: Class 6 contains 9065 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 177040 members 
Mstep: Class 9 contains 12318 members 
Mstep: Class 10 contains 30873 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 4814 members 
Mstep: Class 20 contains 19248 members 
Mstep: Class 21 contains 3514 members 
Mstep: Class 23 contains 34934 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699556.000000 Penalty: 45986.972656
Iteration 171Q: 23 clusters Score -4.169956e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 19602 members 
Mstep: Class 3 contains 4503 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 9063 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 177048 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 30876 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 3794 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 4811 members 
Mstep: Class 20 contains 19250 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34940 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699504.000000 Penalty: 45986.972656
Iteration 172Q: 23 clusters Score -4.16995e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 19599 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4120 members 
Mstep: Class 6 contains 9061 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 177057 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 30876 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 2506 members 
Mstep: Class 14 contains 3796 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 18 contains 6621 members 
Mstep: Class 19 contains 4810 members 
Mstep: Class 20 contains 19252 members 
Mstep: Class 21 contains 3512 members 
Mstep: Class 23 contains 34938 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699576.000000 Penalty: 45986.972656
Iteration 173Q: 23 clusters Score -4.169958e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 19595 members 
Mstep: Class 3 contains 4503 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 9059 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 177069 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 30875 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 3797 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 18 contains 6621 members 
Mstep: Class 19 contains 4809 members 
Mstep: Class 20 contains 19255 members 
Mstep: Class 21 contains 3511 members 
Mstep: Class 23 contains 34939 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699536.000000 Penalty: 45986.972656
Iteration 174Q: 23 clusters Score -4.169954e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 8697 members 
Mstep: Class 5 contains 4114 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 177091 members 
Mstep: Class 9 contains 12311 members 
Mstep: Class 10 contains 30869 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 18 contains 6621 members 
Mstep: Class 19 contains 4805 members 
Mstep: Class 20 contains 19254 members 
Mstep: Class 21 contains 3510 members 
Mstep: Class 23 contains 34938 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699480.000000 Penalty: 45986.972656
Iteration 175Q: 23 clusters Score -4.169948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 19593 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 9053 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 177088 members 
Mstep: Class 9 contains 12311 members 
Mstep: Class 10 contains 30874 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 2509 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 18 contains 6621 members 
Mstep: Class 19 contains 4803 members 
Mstep: Class 20 contains 19257 members 
Mstep: Class 21 contains 3510 members 
Mstep: Class 23 contains 34938 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699484.000000 Penalty: 45986.972656
Iteration 176Q: 23 clusters Score -4.169948e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 19592 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 9053 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 177089 members 
Mstep: Class 9 contains 12311 members 
Mstep: Class 10 contains 30872 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 2769 members 
Mstep: Class 18 contains 6621 members 
Mstep: Class 19 contains 4801 members 
Mstep: Class 20 contains 19261 members 
Mstep: Class 21 contains 3511 members 
Mstep: Class 23 contains 34944 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699436.000000 Penalty: 45986.972656
Iteration 177Q: 23 clusters Score -4.169944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 19592 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 9051 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 177092 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 30871 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4799 members 
Mstep: Class 20 contains 19262 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34944 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699516.000000 Penalty: 45986.972656
Iteration 178Q: 23 clusters Score -4.169952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 19593 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4105 members 
Mstep: Class 6 contains 9051 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 177103 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 30868 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4794 members 
Mstep: Class 20 contains 19264 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34945 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699468.000000 Penalty: 45986.972656
Iteration 179Q: 23 clusters Score -4.169947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 19593 members 
Mstep: Class 3 contains 4499 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 4101 members 
Mstep: Class 6 contains 9051 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 177111 members 
Mstep: Class 9 contains 12310 members 
Mstep: Class 10 contains 30866 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2506 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 4793 members 
Mstep: Class 20 contains 19266 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34947 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699524.000000 Penalty: 45986.972656
Iteration 180F: 23 clusters Score -4.169952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4498 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 9050 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 177116 members 
Mstep: Class 9 contains 12309 members 
Mstep: Class 10 contains 30865 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 2769 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19268 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34953 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699504.000000 Penalty: 45986.972656
Iteration 181Q: 23 clusters Score -4.16995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 19593 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 4089 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 177122 members 
Mstep: Class 9 contains 12306 members 
Mstep: Class 10 contains 30866 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 19271 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34955 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699456.000000 Penalty: 45986.972656
Iteration 182Q: 23 clusters Score -4.169946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 19593 members 
Mstep: Class 3 contains 4495 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2729 members 
Mstep: Class 8 contains 177126 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30864 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 2772 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 19272 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34956 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699480.000000 Penalty: 45986.972656
Iteration 183Q: 23 clusters Score -4.169948e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 177125 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30864 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34962 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699504.000000 Penalty: 45986.972656
Iteration 184Q: 23 clusters Score -4.16995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19595 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177122 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30862 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34966 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699476.000000 Penalty: 45986.972656
Iteration 185Q: 23 clusters Score -4.169948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19595 members 
Mstep: Class 3 contains 4491 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177123 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30861 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34968 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699464.000000 Penalty: 45986.972656
Iteration 186Q: 23 clusters Score -4.169946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19595 members 
Mstep: Class 3 contains 4492 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2733 members 
Mstep: Class 8 contains 177123 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30860 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34967 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699476.000000 Penalty: 45986.972656
Iteration 187Q: 23 clusters Score -4.169948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4493 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177125 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30860 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34967 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699500.000000 Penalty: 45986.972656
Iteration 188Q: 23 clusters Score -4.16995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4492 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177127 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30858 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34968 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699484.000000 Penalty: 45986.972656
Iteration 189Q: 23 clusters Score -4.169948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4491 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177129 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34968 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699476.000000 Penalty: 45986.972656
Iteration 190Q: 23 clusters Score -4.169948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4489 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177129 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34970 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699492.000000 Penalty: 45986.972656
Iteration 191Q: 23 clusters Score -4.169949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177127 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34971 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699500.000000 Penalty: 45986.972656
Iteration 192Q: 23 clusters Score -4.16995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177127 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34971 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699468.000000 Penalty: 45986.972656
Iteration 193Q: 23 clusters Score -4.169947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177130 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34969 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699480.000000 Penalty: 45986.972656
Iteration 194Q: 23 clusters Score -4.169948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4491 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177130 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34968 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699480.000000 Penalty: 45986.972656
Iteration 195Q: 23 clusters Score -4.169948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177131 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34968 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699492.000000 Penalty: 45986.972656
Iteration 196Q: 23 clusters Score -4.169949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177131 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34968 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699492.000000 Penalty: 45986.972656
Iteration 197F: 23 clusters Score -4.169949e+07 nChanged 0
Entering ConstructFrom: 
Score: -41699492.000000 Penalty: 45986.972656
Entering ConstructFrom: 
Trying to split cluster 1 (20844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Entering Unmasked Estep 
Score: -2355041.750000 Penalty: 1616.033447
	Iteration 0F: 2 clusters Score -2355042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2340871.250000 Penalty: 3232.066895
	Iteration 0F: 3 clusters Score -2340871 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2346218.750000 Penalty: 3232.066895
	Iteration 1F: 3 clusters Score -2346219 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2346701.250000 Penalty: 3232.066895
	Iteration 2F: 3 clusters Score -2346701 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2347274.750000 Penalty: 3232.066895
	Iteration 3F: 3 clusters Score -2347275 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2348121.500000 Penalty: 3232.066895
	Iteration 4F: 3 clusters Score -2348122 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2349364.500000 Penalty: 3232.066895
	Iteration 5F: 3 clusters Score -2349364 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2350866.000000 Penalty: 3232.066895
	Iteration 6F: 3 clusters Score -2350866 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2352160.500000 Penalty: 3232.066895
	Iteration 7F: 3 clusters Score -2352160 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2352940.750000 Penalty: 3232.066895
	Iteration 8Q: 3 clusters Score -2352941 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2353296.750000 Penalty: 3232.066895
	Iteration 9Q: 3 clusters Score -2353297 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2353463.250000 Penalty: 3232.066895
	Iteration 10Q: 3 clusters Score -2353463 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2353538.500000 Penalty: 3232.066895
	Iteration 11Q: 3 clusters Score -2353538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2353588.000000 Penalty: 3232.066895
	Iteration 12Q: 3 clusters Score -2353588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2353614.000000 Penalty: 3232.066895
	Iteration 13Q: 3 clusters Score -2353614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2353621.000000 Penalty: 3232.066895
	Iteration 14Q: 3 clusters Score -2353621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2353626.000000 Penalty: 3232.066895
	Iteration 15Q: 3 clusters Score -2353626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2353632.750000 Penalty: 3232.066895
	Iteration 16Q: 3 clusters Score -2353633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2353634.000000 Penalty: 3232.066895
	Iteration 17Q: 3 clusters Score -2353634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2353634.000000 Penalty: 3232.066895
	Iteration 18F: 3 clusters Score -2353634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Entering Unmasked Estep 
Score: -2212414.000000 Penalty: 1605.984009
	Iteration 0F: 2 clusters Score -2212414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2199097.500000 Penalty: 3211.968018
	Iteration 0F: 3 clusters Score -2199098 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2203892.250000 Penalty: 3211.968018
	Iteration 1F: 3 clusters Score -2203892 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2204185.000000 Penalty: 3211.968018
	Iteration 2Q: 3 clusters Score -2204185 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2204477.000000 Penalty: 3211.968018
	Iteration 3Q: 3 clusters Score -2204477 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2204793.750000 Penalty: 3211.968018
	Iteration 4Q: 3 clusters Score -2204794 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2205174.500000 Penalty: 3211.968018
	Iteration 5Q: 3 clusters Score -2205174 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2205744.500000 Penalty: 3211.968018
	Iteration 6F: 3 clusters Score -2205744 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2206581.500000 Penalty: 3211.968018
	Iteration 7F: 3 clusters Score -2206582 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2207655.750000 Penalty: 3211.968018
	Iteration 8F: 3 clusters Score -2207656 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2208806.500000 Penalty: 3211.968018
	Iteration 9F: 3 clusters Score -2208806 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2209757.750000 Penalty: 3211.968018
	Iteration 10F: 3 clusters Score -2209758 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2210330.250000 Penalty: 3211.968018
	Iteration 11Q: 3 clusters Score -2210330 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2210614.500000 Penalty: 3211.968018
	Iteration 12Q: 3 clusters Score -2210614 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2210769.500000 Penalty: 3211.968018
	Iteration 13Q: 3 clusters Score -2210770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2210841.000000 Penalty: 3211.968018
	Iteration 14Q: 3 clusters Score -2210841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2210899.000000 Penalty: 3211.968018
	Iteration 15Q: 3 clusters Score -2210899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2210936.250000 Penalty: 3211.968018
	Iteration 16Q: 3 clusters Score -2210936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2210952.250000 Penalty: 3211.968018
	Iteration 17Q: 3 clusters Score -2210952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2210966.250000 Penalty: 3211.968018
	Iteration 18Q: 3 clusters Score -2210966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2210978.250000 Penalty: 3211.968018
	Iteration 19Q: 3 clusters Score -2210978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2210990.500000 Penalty: 3211.968018
	Iteration 20F: 3 clusters Score -2210990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2210999.000000 Penalty: 3211.968018
	Iteration 21Q: 3 clusters Score -2210999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2211004.750000 Penalty: 3211.968018
	Iteration 22Q: 3 clusters Score -2211005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2211005.750000 Penalty: 3211.968018
	Iteration 23Q: 3 clusters Score -2211006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2211006.500000 Penalty: 3211.968018
	Iteration 24Q: 3 clusters Score -2211006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2211006.500000 Penalty: 3211.968018
	Iteration 25F: 3 clusters Score -2211006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -500794.281250 Penalty: 1366.561279
	Iteration 0F: 2 clusters Score -500794.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -497168.250000 Penalty: 2733.122559
	Iteration 0F: 3 clusters Score -497168.2 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -498109.468750 Penalty: 2733.122559
	Iteration 1F: 3 clusters Score -498109.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -498228.656250 Penalty: 2733.122559
	Iteration 2F: 3 clusters Score -498228.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -498294.250000 Penalty: 2733.122559
	Iteration 3Q: 3 clusters Score -498294.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -498339.812500 Penalty: 2733.122559
	Iteration 4Q: 3 clusters Score -498339.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -498377.156250 Penalty: 2733.122559
	Iteration 5Q: 3 clusters Score -498377.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -498403.218750 Penalty: 2733.122559
	Iteration 6Q: 3 clusters Score -498403.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -498421.125000 Penalty: 2733.122559
	Iteration 7Q: 3 clusters Score -498421.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -498438.406250 Penalty: 2733.122559
	Iteration 8Q: 3 clusters Score -498438.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -498454.781250 Penalty: 2733.122559
	Iteration 9Q: 3 clusters Score -498454.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -498465.843750 Penalty: 2733.122559
	Iteration 10Q: 3 clusters Score -498465.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -498472.062500 Penalty: 2733.122559
	Iteration 11Q: 3 clusters Score -498472.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -498477.187500 Penalty: 2733.122559
	Iteration 12Q: 3 clusters Score -498477.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -498482.750000 Penalty: 2733.122559
	Iteration 13Q: 3 clusters Score -498482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -498489.687500 Penalty: 2733.122559
	Iteration 14Q: 3 clusters Score -498489.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -498495.687500 Penalty: 2733.122559
	Iteration 15Q: 3 clusters Score -498495.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -498503.281250 Penalty: 2733.122559
	Iteration 16Q: 3 clusters Score -498503.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -498508.500000 Penalty: 2733.122559
	Iteration 17Q: 3 clusters Score -498508.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -498514.406250 Penalty: 2733.122559
	Iteration 18Q: 3 clusters Score -498514.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -498518.250000 Penalty: 2733.122559
	Iteration 19Q: 3 clusters Score -498518.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -498519.750000 Penalty: 2733.122559
	Iteration 20F: 3 clusters Score -498519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -498523.218750 Penalty: 2733.122559
	Iteration 21Q: 3 clusters Score -498523.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -498525.312500 Penalty: 2733.122559
	Iteration 22Q: 3 clusters Score -498525.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -498529.812500 Penalty: 2733.122559
	Iteration 23Q: 3 clusters Score -498529.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -498531.781250 Penalty: 2733.122559
	Iteration 24Q: 3 clusters Score -498531.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -498533.718750 Penalty: 2733.122559
	Iteration 25Q: 3 clusters Score -498533.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -498536.281250 Penalty: 2733.122559
	Iteration 26Q: 3 clusters Score -498536.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -498538.562500 Penalty: 2733.122559
	Iteration 27Q: 3 clusters Score -498538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -498540.218750 Penalty: 2733.122559
	Iteration 28Q: 3 clusters Score -498540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -498541.468750 Penalty: 2733.122559
	Iteration 29Q: 3 clusters Score -498541.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -498542.343750 Penalty: 2733.122559
	Iteration 30Q: 3 clusters Score -498542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -498542.156250 Penalty: 2733.122559
	Iteration 31Q: 3 clusters Score -498542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -498542.250000 Penalty: 2733.122559
	Iteration 32Q: 3 clusters Score -498542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -498542.843750 Penalty: 2733.122559
	Iteration 33Q: 3 clusters Score -498542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -498544.062500 Penalty: 2733.122559
	Iteration 34Q: 3 clusters Score -498544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -498546.656250 Penalty: 2733.122559
	Iteration 35Q: 3 clusters Score -498546.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -498549.875000 Penalty: 2733.122559
	Iteration 36Q: 3 clusters Score -498549.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -498550.906250 Penalty: 2733.122559
	Iteration 37Q: 3 clusters Score -498550.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -498552.375000 Penalty: 2733.122559
	Iteration 38Q: 3 clusters Score -498552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -498553.500000 Penalty: 2733.122559
	Iteration 39Q: 3 clusters Score -498553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -498554.531250 Penalty: 2733.122559
	Iteration 40F: 3 clusters Score -498554.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -498556.843750 Penalty: 2733.122559
	Iteration 41Q: 3 clusters Score -498556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -498557.937500 Penalty: 2733.122559
	Iteration 42Q: 3 clusters Score -498557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -498558.062500 Penalty: 2733.122559
	Iteration 43Q: 3 clusters Score -498558.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -498558.156250 Penalty: 2733.122559
	Iteration 44Q: 3 clusters Score -498558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -498559.375000 Penalty: 2733.122559
	Iteration 45Q: 3 clusters Score -498559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -498559.968750 Penalty: 2733.122559
	Iteration 46Q: 3 clusters Score -498560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -498559.218750 Penalty: 2733.122559
	Iteration 47Q: 3 clusters Score -498559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -498560.031250 Penalty: 2733.122559
	Iteration 48Q: 3 clusters Score -498560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -498560.125000 Penalty: 2733.122559
	Iteration 49Q: 3 clusters Score -498560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -498560.906250 Penalty: 2733.122559
	Iteration 50Q: 3 clusters Score -498560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -498560.906250 Penalty: 2733.122559
	Iteration 51Q: 3 clusters Score -498560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -498561.593750 Penalty: 2733.122559
	Iteration 52Q: 3 clusters Score -498561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -498561.593750 Penalty: 2733.122559
	Iteration 53F: 3 clusters Score -498561.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Entering Unmasked Estep 
Score: -937504.375000 Penalty: 1473.956787
	Iteration 0F: 2 clusters Score -937504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -931104.687500 Penalty: 2947.913574
	Iteration 0F: 3 clusters Score -931104.7 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -933392.312500 Penalty: 2947.913574
	Iteration 1F: 3 clusters Score -933392.3 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -934093.187500 Penalty: 2947.913574
	Iteration 2F: 3 clusters Score -934093.2 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -934906.250000 Penalty: 2947.913574
	Iteration 3F: 3 clusters Score -934906.2 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -935688.000000 Penalty: 2947.913574
	Iteration 4F: 3 clusters Score -935688 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -936312.187500 Penalty: 2947.913574
	Iteration 5F: 3 clusters Score -936312.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -936718.375000 Penalty: 2947.913574
	Iteration 6F: 3 clusters Score -936718.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -936912.562500 Penalty: 2947.913574
	Iteration 7Q: 3 clusters Score -936912.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -937039.187500 Penalty: 2947.913574
	Iteration 8Q: 3 clusters Score -937039.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -937129.937500 Penalty: 2947.913574
	Iteration 9Q: 3 clusters Score -937129.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -937189.250000 Penalty: 2947.913574
	Iteration 10Q: 3 clusters Score -937189.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -937231.250000 Penalty: 2947.913574
	Iteration 11Q: 3 clusters Score -937231.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -937266.062500 Penalty: 2947.913574
	Iteration 12Q: 3 clusters Score -937266.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -937295.250000 Penalty: 2947.913574
	Iteration 13Q: 3 clusters Score -937295.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -937319.187500 Penalty: 2947.913574
	Iteration 14Q: 3 clusters Score -937319.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -937351.375000 Penalty: 2947.913574
	Iteration 15Q: 3 clusters Score -937351.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -937381.375000 Penalty: 2947.913574
	Iteration 16Q: 3 clusters Score -937381.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -937419.812500 Penalty: 2947.913574
	Iteration 17Q: 3 clusters Score -937419.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -937440.500000 Penalty: 2947.913574
	Iteration 18Q: 3 clusters Score -937440.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -937456.625000 Penalty: 2947.913574
	Iteration 19Q: 3 clusters Score -937456.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -937473.750000 Penalty: 2947.913574
	Iteration 20F: 3 clusters Score -937473.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -937481.375000 Penalty: 2947.913574
	Iteration 21Q: 3 clusters Score -937481.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -937491.125000 Penalty: 2947.913574
	Iteration 22Q: 3 clusters Score -937491.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -937493.812500 Penalty: 2947.913574
	Iteration 23Q: 3 clusters Score -937493.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -937497.812500 Penalty: 2947.913574
	Iteration 24Q: 3 clusters Score -937497.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -937508.500000 Penalty: 2947.913574
	Iteration 25Q: 3 clusters Score -937508.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -937517.875000 Penalty: 2947.913574
	Iteration 26Q: 3 clusters Score -937517.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -937523.625000 Penalty: 2947.913574
	Iteration 27Q: 3 clusters Score -937523.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -937531.125000 Penalty: 2947.913574
	Iteration 28Q: 3 clusters Score -937531.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -937534.562500 Penalty: 2947.913574
	Iteration 29Q: 3 clusters Score -937534.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -937539.687500 Penalty: 2947.913574
	Iteration 30Q: 3 clusters Score -937539.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -937542.875000 Penalty: 2947.913574
	Iteration 31Q: 3 clusters Score -937542.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -937546.562500 Penalty: 2947.913574
	Iteration 32Q: 3 clusters Score -937546.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -937549.687500 Penalty: 2947.913574
	Iteration 33Q: 3 clusters Score -937549.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -937551.062500 Penalty: 2947.913574
	Iteration 34Q: 3 clusters Score -937551.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -937552.625000 Penalty: 2947.913574
	Iteration 35Q: 3 clusters Score -937552.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -937553.375000 Penalty: 2947.913574
	Iteration 36Q: 3 clusters Score -937553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -937556.000000 Penalty: 2947.913574
	Iteration 37Q: 3 clusters Score -937556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -937557.687500 Penalty: 2947.913574
	Iteration 38Q: 3 clusters Score -937557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -937558.625000 Penalty: 2947.913574
	Iteration 39Q: 3 clusters Score -937558.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -937560.750000 Penalty: 2947.913574
	Iteration 40F: 3 clusters Score -937560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -937562.187500 Penalty: 2947.913574
	Iteration 41Q: 3 clusters Score -937562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -937563.937500 Penalty: 2947.913574
	Iteration 42Q: 3 clusters Score -937563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -937568.187500 Penalty: 2947.913574
	Iteration 43Q: 3 clusters Score -937568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -937568.500000 Penalty: 2947.913574
	Iteration 44Q: 3 clusters Score -937568.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -937571.437500 Penalty: 2947.913574
	Iteration 45Q: 3 clusters Score -937571.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -937573.562500 Penalty: 2947.913574
	Iteration 46Q: 3 clusters Score -937573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -937574.000000 Penalty: 2947.913574
	Iteration 47Q: 3 clusters Score -937574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -937574.000000 Penalty: 2947.913574
	Iteration 48F: 3 clusters Score -937574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 177131 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 17 contains 7810 members 
Mstep: Class 18 contains 6625 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 23 contains 34968 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
Score: -41698952.000000 Penalty: 48077.289062
Splitting cluster 4 changes total score from -41699492.000000 to -41698952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -414819.812500 Penalty: 1350.961182
	Iteration 0F: 2 clusters Score -414819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -411440.281250 Penalty: 2701.922363
	Iteration 0F: 3 clusters Score -411440.3 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -412308.031250 Penalty: 2701.922363
	Iteration 1F: 3 clusters Score -412308 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -412490.593750 Penalty: 2701.922363
	Iteration 2F: 3 clusters Score -412490.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -412609.375000 Penalty: 2701.922363
	Iteration 3F: 3 clusters Score -412609.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -412712.375000 Penalty: 2701.922363
	Iteration 4Q: 3 clusters Score -412712.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -412814.906250 Penalty: 2701.922363
	Iteration 5Q: 3 clusters Score -412814.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -412907.187500 Penalty: 2701.922363
	Iteration 6Q: 3 clusters Score -412907.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -413012.562500 Penalty: 2701.922363
	Iteration 7Q: 3 clusters Score -413012.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -413116.093750 Penalty: 2701.922363
	Iteration 8Q: 3 clusters Score -413116.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -413235.468750 Penalty: 2701.922363
	Iteration 9Q: 3 clusters Score -413235.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -413353.531250 Penalty: 2701.922363
	Iteration 10Q: 3 clusters Score -413353.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -413452.250000 Penalty: 2701.922363
	Iteration 11Q: 3 clusters Score -413452.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -413541.406250 Penalty: 2701.922363
	Iteration 12Q: 3 clusters Score -413541.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -413598.312500 Penalty: 2701.922363
	Iteration 13Q: 3 clusters Score -413598.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -413638.156250 Penalty: 2701.922363
	Iteration 14Q: 3 clusters Score -413638.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -413665.625000 Penalty: 2701.922363
	Iteration 15Q: 3 clusters Score -413665.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -413685.937500 Penalty: 2701.922363
	Iteration 16Q: 3 clusters Score -413685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -413695.593750 Penalty: 2701.922363
	Iteration 17Q: 3 clusters Score -413695.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -413700.750000 Penalty: 2701.922363
	Iteration 18Q: 3 clusters Score -413700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -413705.406250 Penalty: 2701.922363
	Iteration 19Q: 3 clusters Score -413705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -413707.125000 Penalty: 2701.922363
	Iteration 20F: 3 clusters Score -413707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -413710.218750 Penalty: 2701.922363
	Iteration 21Q: 3 clusters Score -413710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -413714.218750 Penalty: 2701.922363
	Iteration 22Q: 3 clusters Score -413714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -413718.968750 Penalty: 2701.922363
	Iteration 23Q: 3 clusters Score -413719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -413723.437500 Penalty: 2701.922363
	Iteration 24Q: 3 clusters Score -413723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -413727.500000 Penalty: 2701.922363
	Iteration 25Q: 3 clusters Score -413727.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -413727.500000 Penalty: 2701.922363
	Iteration 26F: 3 clusters Score -413727.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Entering Unmasked Estep 
Score: -1004841.812500 Penalty: 1480.405640
	Iteration 0F: 2 clusters Score -1004842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -998310.125000 Penalty: 2960.811279
	Iteration 0F: 3 clusters Score -998310.1 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1000342.062500 Penalty: 2960.811279
	Iteration 1F: 3 clusters Score -1000342 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1000592.625000 Penalty: 2960.811279
	Iteration 2F: 3 clusters Score -1000593 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1000777.187500 Penalty: 2960.811279
	Iteration 3Q: 3 clusters Score -1000777 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1000937.687500 Penalty: 2960.811279
	Iteration 4Q: 3 clusters Score -1000938 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1001123.187500 Penalty: 2960.811279
	Iteration 5Q: 3 clusters Score -1001123 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1001296.812500 Penalty: 2960.811279
	Iteration 6Q: 3 clusters Score -1001297 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1001526.562500 Penalty: 2960.811279
	Iteration 7Q: 3 clusters Score -1001527 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1001840.937500 Penalty: 2960.811279
	Iteration 8F: 3 clusters Score -1001841 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1002218.625000 Penalty: 2960.811279
	Iteration 9F: 3 clusters Score -1002219 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1002598.375000 Penalty: 2960.811279
	Iteration 10Q: 3 clusters Score -1002598 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1002926.812500 Penalty: 2960.811279
	Iteration 11Q: 3 clusters Score -1002927 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1003183.937500 Penalty: 2960.811279
	Iteration 12Q: 3 clusters Score -1003184 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1003348.250000 Penalty: 2960.811279
	Iteration 13Q: 3 clusters Score -1003348 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1003468.937500 Penalty: 2960.811279
	Iteration 14Q: 3 clusters Score -1003469 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1003544.375000 Penalty: 2960.811279
	Iteration 15Q: 3 clusters Score -1003544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1003586.562500 Penalty: 2960.811279
	Iteration 16Q: 3 clusters Score -1003587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1003624.500000 Penalty: 2960.811279
	Iteration 17Q: 3 clusters Score -1003624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1003651.375000 Penalty: 2960.811279
	Iteration 18Q: 3 clusters Score -1003651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1003669.687500 Penalty: 2960.811279
	Iteration 19Q: 3 clusters Score -1003670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1003684.062500 Penalty: 2960.811279
	Iteration 20F: 3 clusters Score -1003684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1003693.125000 Penalty: 2960.811279
	Iteration 21Q: 3 clusters Score -1003693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1003698.312500 Penalty: 2960.811279
	Iteration 22Q: 3 clusters Score -1003698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1003701.062500 Penalty: 2960.811279
	Iteration 23Q: 3 clusters Score -1003701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1003702.437500 Penalty: 2960.811279
	Iteration 24Q: 3 clusters Score -1003702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1003705.625000 Penalty: 2960.811279
	Iteration 25Q: 3 clusters Score -1003706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1003708.312500 Penalty: 2960.811279
	Iteration 26Q: 3 clusters Score -1003708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1003711.187500 Penalty: 2960.811279
	Iteration 27Q: 3 clusters Score -1003711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1003712.312500 Penalty: 2960.811279
	Iteration 28Q: 3 clusters Score -1003712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1003712.312500 Penalty: 2960.811279
	Iteration 29F: 3 clusters Score -1003712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -276876.687500 Penalty: 1285.828247
	Iteration 0F: 2 clusters Score -276876.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -274360.906250 Penalty: 2571.656494
	Iteration 0F: 3 clusters Score -274360.9 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -275128.687500 Penalty: 2571.656494
	Iteration 1F: 3 clusters Score -275128.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -275380.406250 Penalty: 2571.656494
	Iteration 2F: 3 clusters Score -275380.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -275541.250000 Penalty: 2571.656494
	Iteration 3F: 3 clusters Score -275541.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -275696.843750 Penalty: 2571.656494
	Iteration 4F: 3 clusters Score -275696.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -275865.656250 Penalty: 2571.656494
	Iteration 5F: 3 clusters Score -275865.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -275998.343750 Penalty: 2571.656494
	Iteration 6F: 3 clusters Score -275998.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -276092.468750 Penalty: 2571.656494
	Iteration 7Q: 3 clusters Score -276092.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -276171.781250 Penalty: 2571.656494
	Iteration 8Q: 3 clusters Score -276171.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -276233.687500 Penalty: 2571.656494
	Iteration 9Q: 3 clusters Score -276233.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -276278.250000 Penalty: 2571.656494
	Iteration 10Q: 3 clusters Score -276278.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -276309.593750 Penalty: 2571.656494
	Iteration 11Q: 3 clusters Score -276309.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -276340.968750 Penalty: 2571.656494
	Iteration 12Q: 3 clusters Score -276341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -276363.843750 Penalty: 2571.656494
	Iteration 13Q: 3 clusters Score -276363.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -276382.156250 Penalty: 2571.656494
	Iteration 14Q: 3 clusters Score -276382.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -276408.281250 Penalty: 2571.656494
	Iteration 15Q: 3 clusters Score -276408.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -276431.125000 Penalty: 2571.656494
	Iteration 16Q: 3 clusters Score -276431.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -276464.375000 Penalty: 2571.656494
	Iteration 17Q: 3 clusters Score -276464.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -276486.375000 Penalty: 2571.656494
	Iteration 18Q: 3 clusters Score -276486.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -276494.531250 Penalty: 2571.656494
	Iteration 19Q: 3 clusters Score -276494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -276503.500000 Penalty: 2571.656494
	Iteration 20F: 3 clusters Score -276503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -276509.687500 Penalty: 2571.656494
	Iteration 21Q: 3 clusters Score -276509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -276514.093750 Penalty: 2571.656494
	Iteration 22Q: 3 clusters Score -276514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -276514.906250 Penalty: 2571.656494
	Iteration 23Q: 3 clusters Score -276514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -276515.250000 Penalty: 2571.656494
	Iteration 24Q: 3 clusters Score -276515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -276517.593750 Penalty: 2571.656494
	Iteration 25Q: 3 clusters Score -276517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -276521.187500 Penalty: 2571.656494
	Iteration 26Q: 3 clusters Score -276521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -276523.156250 Penalty: 2571.656494
	Iteration 27Q: 3 clusters Score -276523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -276523.156250 Penalty: 2571.656494
	Iteration 28F: 3 clusters Score -276523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (177131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177131 members 
Entering Unmasked Estep 
Score: -19436816.000000 Penalty: 1963.754883
	Iteration 0F: 2 clusters Score -1.943682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 88445 members 
Entering Unmasked Estep 
Score: -19334480.000000 Penalty: 3927.509766
	Iteration 0F: 3 clusters Score -1.933448e+07 nChanged 85450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91256 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -19385560.000000 Penalty: 3927.509766
	Iteration 1F: 3 clusters Score -1.938556e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -19386666.000000 Penalty: 3927.509766
	Iteration 2Q: 3 clusters Score -1.938667e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -19388126.000000 Penalty: 3927.509766
	Iteration 3Q: 3 clusters Score -1.938813e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101261 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -19390066.000000 Penalty: 3927.509766
	Iteration 4Q: 3 clusters Score -1.939007e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -19393230.000000 Penalty: 3927.509766
	Iteration 5Q: 3 clusters Score -1.939323e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -19398574.000000 Penalty: 3927.509766
	Iteration 6F: 3 clusters Score -1.939857e+07 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132849 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -19406422.000000 Penalty: 3927.509766
	Iteration 7F: 3 clusters Score -1.940642e+07 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -19416134.000000 Penalty: 3927.509766
	Iteration 8F: 3 clusters Score -1.941613e+07 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160878 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -19425274.000000 Penalty: 3927.509766
	Iteration 9F: 3 clusters Score -1.942527e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169641 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -19431324.000000 Penalty: 3927.509766
	Iteration 10Q: 3 clusters Score -1.943132e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173946 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -19433674.000000 Penalty: 3927.509766
	Iteration 11Q: 3 clusters Score -1.943367e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175707 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19434522.000000 Penalty: 3927.509766
	Iteration 12Q: 3 clusters Score -1.943452e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176354 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -19434874.000000 Penalty: 3927.509766
	Iteration 13Q: 3 clusters Score -1.943487e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176600 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -19435032.000000 Penalty: 3927.509766
	Iteration 14Q: 3 clusters Score -1.943503e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176711 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19435012.000000 Penalty: 3927.509766
	Iteration 15Q: 3 clusters Score -1.943501e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176769 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -19435030.000000 Penalty: 3927.509766
	Iteration 16Q: 3 clusters Score -1.943503e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176800 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19435054.000000 Penalty: 3927.509766
	Iteration 17Q: 3 clusters Score -1.943505e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176818 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19435088.000000 Penalty: 3927.509766
	Iteration 18Q: 3 clusters Score -1.943509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19435096.000000 Penalty: 3927.509766
	Iteration 19Q: 3 clusters Score -1.94351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176847 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19435092.000000 Penalty: 3927.509766
	Iteration 20F: 3 clusters Score -1.943509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176854 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19435124.000000 Penalty: 3927.509766
	Iteration 21Q: 3 clusters Score -1.943512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176859 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19435116.000000 Penalty: 3927.509766
	Iteration 22Q: 3 clusters Score -1.943512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176863 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19435124.000000 Penalty: 3927.509766
	Iteration 23Q: 3 clusters Score -1.943512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176865 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19435132.000000 Penalty: 3927.509766
	Iteration 24Q: 3 clusters Score -1.943513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176868 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19435120.000000 Penalty: 3927.509766
	Iteration 25Q: 3 clusters Score -1.943512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176876 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19435134.000000 Penalty: 3927.509766
	Iteration 26Q: 3 clusters Score -1.943513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176883 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19435150.000000 Penalty: 3927.509766
	Iteration 27Q: 3 clusters Score -1.943515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19435148.000000 Penalty: 3927.509766
	Iteration 28Q: 3 clusters Score -1.943515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19435140.000000 Penalty: 3927.509766
	Iteration 29Q: 3 clusters Score -1.943514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176888 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19435166.000000 Penalty: 3927.509766
	Iteration 30Q: 3 clusters Score -1.943517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176888 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19435166.000000 Penalty: 3927.509766
	Iteration 31F: 3 clusters Score -1.943517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Entering Unmasked Estep 
Score: -1383437.250000 Penalty: 1530.372925
	Iteration 0F: 2 clusters Score -1383437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1374701.000000 Penalty: 3060.745850
	Iteration 0F: 3 clusters Score -1374701 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1377987.750000 Penalty: 3060.745850
	Iteration 1F: 3 clusters Score -1377988 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1378469.375000 Penalty: 3060.745850
	Iteration 2F: 3 clusters Score -1378469 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1378933.125000 Penalty: 3060.745850
	Iteration 3F: 3 clusters Score -1378933 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1379411.625000 Penalty: 3060.745850
	Iteration 4F: 3 clusters Score -1379412 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1379889.250000 Penalty: 3060.745850
	Iteration 5F: 3 clusters Score -1379889 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1380374.250000 Penalty: 3060.745850
	Iteration 6F: 3 clusters Score -1380374 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1380912.625000 Penalty: 3060.745850
	Iteration 7F: 3 clusters Score -1380913 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1381373.375000 Penalty: 3060.745850
	Iteration 8Q: 3 clusters Score -1381373 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1381691.625000 Penalty: 3060.745850
	Iteration 9Q: 3 clusters Score -1381692 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1381862.625000 Penalty: 3060.745850
	Iteration 10Q: 3 clusters Score -1381863 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1381958.625000 Penalty: 3060.745850
	Iteration 11Q: 3 clusters Score -1381959 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1381999.250000 Penalty: 3060.745850
	Iteration 12Q: 3 clusters Score -1381999 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1382028.125000 Penalty: 3060.745850
	Iteration 13Q: 3 clusters Score -1382028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1382056.625000 Penalty: 3060.745850
	Iteration 14Q: 3 clusters Score -1382057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1382077.500000 Penalty: 3060.745850
	Iteration 15Q: 3 clusters Score -1382078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1382090.125000 Penalty: 3060.745850
	Iteration 16Q: 3 clusters Score -1382090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1382107.500000 Penalty: 3060.745850
	Iteration 17Q: 3 clusters Score -1382108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1382110.500000 Penalty: 3060.745850
	Iteration 18Q: 3 clusters Score -1382110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1382116.625000 Penalty: 3060.745850
	Iteration 19Q: 3 clusters Score -1382117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1382124.125000 Penalty: 3060.745850
	Iteration 20F: 3 clusters Score -1382124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1382128.625000 Penalty: 3060.745850
	Iteration 21Q: 3 clusters Score -1382129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1382140.625000 Penalty: 3060.745850
	Iteration 22Q: 3 clusters Score -1382141 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1382148.125000 Penalty: 3060.745850
	Iteration 23Q: 3 clusters Score -1382148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1382159.250000 Penalty: 3060.745850
	Iteration 24Q: 3 clusters Score -1382159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1382170.500000 Penalty: 3060.745850
	Iteration 25Q: 3 clusters Score -1382170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1382183.875000 Penalty: 3060.745850
	Iteration 26Q: 3 clusters Score -1382184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1382200.750000 Penalty: 3060.745850
	Iteration 27Q: 3 clusters Score -1382201 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1382214.000000 Penalty: 3060.745850
	Iteration 28Q: 3 clusters Score -1382214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1382234.625000 Penalty: 3060.745850
	Iteration 29Q: 3 clusters Score -1382235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1382256.500000 Penalty: 3060.745850
	Iteration 30Q: 3 clusters Score -1382256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1382280.375000 Penalty: 3060.745850
	Iteration 31Q: 3 clusters Score -1382280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1382310.625000 Penalty: 3060.745850
	Iteration 32Q: 3 clusters Score -1382311 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1382341.125000 Penalty: 3060.745850
	Iteration 33Q: 3 clusters Score -1382341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1382372.625000 Penalty: 3060.745850
	Iteration 34Q: 3 clusters Score -1382373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1382407.250000 Penalty: 3060.745850
	Iteration 35Q: 3 clusters Score -1382407 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1382443.500000 Penalty: 3060.745850
	Iteration 36Q: 3 clusters Score -1382444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1382465.375000 Penalty: 3060.745850
	Iteration 37Q: 3 clusters Score -1382465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1382497.375000 Penalty: 3060.745850
	Iteration 38Q: 3 clusters Score -1382497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1382520.750000 Penalty: 3060.745850
	Iteration 39Q: 3 clusters Score -1382521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1382534.500000 Penalty: 3060.745850
	Iteration 40F: 3 clusters Score -1382534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1382552.125000 Penalty: 3060.745850
	Iteration 41Q: 3 clusters Score -1382552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1382576.875000 Penalty: 3060.745850
	Iteration 42Q: 3 clusters Score -1382577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1382591.750000 Penalty: 3060.745850
	Iteration 43Q: 3 clusters Score -1382592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1382606.125000 Penalty: 3060.745850
	Iteration 44Q: 3 clusters Score -1382606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1382617.875000 Penalty: 3060.745850
	Iteration 45Q: 3 clusters Score -1382618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1382628.125000 Penalty: 3060.745850
	Iteration 46Q: 3 clusters Score -1382628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1382646.250000 Penalty: 3060.745850
	Iteration 47Q: 3 clusters Score -1382646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1382660.250000 Penalty: 3060.745850
	Iteration 48Q: 3 clusters Score -1382660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1382669.250000 Penalty: 3060.745850
	Iteration 49Q: 3 clusters Score -1382669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1382670.750000 Penalty: 3060.745850
	Iteration 50Q: 3 clusters Score -1382671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1382675.000000 Penalty: 3060.745850
	Iteration 51Q: 3 clusters Score -1382675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1382681.250000 Penalty: 3060.745850
	Iteration 52Q: 3 clusters Score -1382681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1382682.125000 Penalty: 3060.745850
	Iteration 53Q: 3 clusters Score -1382682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1382679.875000 Penalty: 3060.745850
	Iteration 54Q: 3 clusters Score -1382680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1382679.875000 Penalty: 3060.745850
	Iteration 55F: 3 clusters Score -1382680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Entering Unmasked Estep 
Score: -3465044.000000 Penalty: 1679.781860
	Iteration 0F: 2 clusters Score -3465044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3444266.750000 Penalty: 3359.563721
	Iteration 0F: 3 clusters Score -3444267 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3452169.000000 Penalty: 3359.563721
	Iteration 1F: 3 clusters Score -3452169 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3452848.000000 Penalty: 3359.563721
	Iteration 2F: 3 clusters Score -3452848 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3453805.750000 Penalty: 3359.563721
	Iteration 3F: 3 clusters Score -3453806 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3455181.750000 Penalty: 3359.563721
	Iteration 4F: 3 clusters Score -3455182 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3456955.750000 Penalty: 3359.563721
	Iteration 5F: 3 clusters Score -3456956 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3458939.750000 Penalty: 3359.563721
	Iteration 6F: 3 clusters Score -3458940 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3460595.750000 Penalty: 3359.563721
	Iteration 7F: 3 clusters Score -3460596 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3461749.000000 Penalty: 3359.563721
	Iteration 8Q: 3 clusters Score -3461749 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3462445.500000 Penalty: 3359.563721
	Iteration 9Q: 3 clusters Score -3462446 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3462860.250000 Penalty: 3359.563721
	Iteration 10Q: 3 clusters Score -3462860 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -3463115.500000 Penalty: 3359.563721
	Iteration 11Q: 3 clusters Score -3463116 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3463266.500000 Penalty: 3359.563721
	Iteration 12Q: 3 clusters Score -3463266 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3463362.250000 Penalty: 3359.563721
	Iteration 13Q: 3 clusters Score -3463362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3463413.500000 Penalty: 3359.563721
	Iteration 14Q: 3 clusters Score -3463414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -3463463.750000 Penalty: 3359.563721
	Iteration 15Q: 3 clusters Score -3463464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3463491.500000 Penalty: 3359.563721
	Iteration 16Q: 3 clusters Score -3463492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3463508.500000 Penalty: 3359.563721
	Iteration 17Q: 3 clusters Score -3463508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3463526.750000 Penalty: 3359.563721
	Iteration 18Q: 3 clusters Score -3463527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3463539.500000 Penalty: 3359.563721
	Iteration 19Q: 3 clusters Score -3463540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3463543.500000 Penalty: 3359.563721
	Iteration 20F: 3 clusters Score -3463544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3463549.000000 Penalty: 3359.563721
	Iteration 21Q: 3 clusters Score -3463549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3463548.250000 Penalty: 3359.563721
	Iteration 22Q: 3 clusters Score -3463548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3463556.750000 Penalty: 3359.563721
	Iteration 23Q: 3 clusters Score -3463557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3463562.500000 Penalty: 3359.563721
	Iteration 24Q: 3 clusters Score -3463562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3463570.750000 Penalty: 3359.563721
	Iteration 25Q: 3 clusters Score -3463571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3463570.750000 Penalty: 3359.563721
	Iteration 26F: 3 clusters Score -3463571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -43856.527344 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -43856.53 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 225 members 
Entering Unmasked Estep 
Score: -42886.621094 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -42886.62 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43022.097656 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -43022.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43072.609375 Penalty: 1965.395996
	Iteration 2F: 3 clusters Score -43072.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43105.390625 Penalty: 1965.395996
	Iteration 3Q: 3 clusters Score -43105.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43126.402344 Penalty: 1965.395996
	Iteration 4Q: 3 clusters Score -43126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43132.312500 Penalty: 1965.395996
	Iteration 5Q: 3 clusters Score -43132.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43138.476562 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -43138.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43140.937500 Penalty: 1965.395996
	Iteration 7Q: 3 clusters Score -43140.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43142.128906 Penalty: 1965.395996
	Iteration 8Q: 3 clusters Score -43142.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43142.128906 Penalty: 1965.395996
	Iteration 9F: 3 clusters Score -43142.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Entering Unmasked Estep 
Score: -464712.812500 Penalty: 1355.750122
	Iteration 0F: 2 clusters Score -464712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -461237.312500 Penalty: 2711.500244
	Iteration 0F: 3 clusters Score -461237.3 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -462151.343750 Penalty: 2711.500244
	Iteration 1F: 3 clusters Score -462151.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -462299.937500 Penalty: 2711.500244
	Iteration 2F: 3 clusters Score -462299.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -462406.906250 Penalty: 2711.500244
	Iteration 3Q: 3 clusters Score -462406.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -462503.718750 Penalty: 2711.500244
	Iteration 4Q: 3 clusters Score -462503.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -462572.031250 Penalty: 2711.500244
	Iteration 5Q: 3 clusters Score -462572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -462625.656250 Penalty: 2711.500244
	Iteration 6Q: 3 clusters Score -462625.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -462680.062500 Penalty: 2711.500244
	Iteration 7Q: 3 clusters Score -462680.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -462724.750000 Penalty: 2711.500244
	Iteration 8Q: 3 clusters Score -462724.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -462769.593750 Penalty: 2711.500244
	Iteration 9Q: 3 clusters Score -462769.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -462828.125000 Penalty: 2711.500244
	Iteration 10Q: 3 clusters Score -462828.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -462879.375000 Penalty: 2711.500244
	Iteration 11Q: 3 clusters Score -462879.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -462926.937500 Penalty: 2711.500244
	Iteration 12Q: 3 clusters Score -462926.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -462977.875000 Penalty: 2711.500244
	Iteration 13Q: 3 clusters Score -462977.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -463027.187500 Penalty: 2711.500244
	Iteration 14Q: 3 clusters Score -463027.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -463093.125000 Penalty: 2711.500244
	Iteration 15Q: 3 clusters Score -463093.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -463176.468750 Penalty: 2711.500244
	Iteration 16Q: 3 clusters Score -463176.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -463262.812500 Penalty: 2711.500244
	Iteration 17Q: 3 clusters Score -463262.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -463346.937500 Penalty: 2711.500244
	Iteration 18Q: 3 clusters Score -463346.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -463418.468750 Penalty: 2711.500244
	Iteration 19Q: 3 clusters Score -463418.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -463475.312500 Penalty: 2711.500244
	Iteration 20F: 3 clusters Score -463475.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -463506.093750 Penalty: 2711.500244
	Iteration 21Q: 3 clusters Score -463506.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -463530.625000 Penalty: 2711.500244
	Iteration 22Q: 3 clusters Score -463530.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -463546.406250 Penalty: 2711.500244
	Iteration 23Q: 3 clusters Score -463546.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -463556.625000 Penalty: 2711.500244
	Iteration 24Q: 3 clusters Score -463556.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -463565.125000 Penalty: 2711.500244
	Iteration 25Q: 3 clusters Score -463565.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -463573.531250 Penalty: 2711.500244
	Iteration 26Q: 3 clusters Score -463573.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -463586.562500 Penalty: 2711.500244
	Iteration 27Q: 3 clusters Score -463586.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -463608.437500 Penalty: 2711.500244
	Iteration 28Q: 3 clusters Score -463608.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -463632.593750 Penalty: 2711.500244
	Iteration 29Q: 3 clusters Score -463632.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -463653.750000 Penalty: 2711.500244
	Iteration 30Q: 3 clusters Score -463653.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -463663.062500 Penalty: 2711.500244
	Iteration 31Q: 3 clusters Score -463663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -463671.000000 Penalty: 2711.500244
	Iteration 32Q: 3 clusters Score -463671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -463676.843750 Penalty: 2711.500244
	Iteration 33Q: 3 clusters Score -463676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -463679.562500 Penalty: 2711.500244
	Iteration 34Q: 3 clusters Score -463679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -463681.000000 Penalty: 2711.500244
	Iteration 35Q: 3 clusters Score -463681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -463681.000000 Penalty: 2711.500244
	Iteration 36F: 3 clusters Score -463681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -281018.406250 Penalty: 1271.602417
	Iteration 0F: 2 clusters Score -281018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -278612.718750 Penalty: 2543.204834
	Iteration 0F: 3 clusters Score -278612.7 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -279109.375000 Penalty: 2543.204834
	Iteration 1F: 3 clusters Score -279109.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -279205.468750 Penalty: 2543.204834
	Iteration 2F: 3 clusters Score -279205.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -279272.781250 Penalty: 2543.204834
	Iteration 3Q: 3 clusters Score -279272.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -279319.468750 Penalty: 2543.204834
	Iteration 4Q: 3 clusters Score -279319.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279350.187500 Penalty: 2543.204834
	Iteration 5Q: 3 clusters Score -279350.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -279383.406250 Penalty: 2543.204834
	Iteration 6Q: 3 clusters Score -279383.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -279412.218750 Penalty: 2543.204834
	Iteration 7Q: 3 clusters Score -279412.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -279445.093750 Penalty: 2543.204834
	Iteration 8Q: 3 clusters Score -279445.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -279473.531250 Penalty: 2543.204834
	Iteration 9Q: 3 clusters Score -279473.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -279490.281250 Penalty: 2543.204834
	Iteration 10Q: 3 clusters Score -279490.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -279511.593750 Penalty: 2543.204834
	Iteration 11Q: 3 clusters Score -279511.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -279534.531250 Penalty: 2543.204834
	Iteration 12Q: 3 clusters Score -279534.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -279558.343750 Penalty: 2543.204834
	Iteration 13Q: 3 clusters Score -279558.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -279580.812500 Penalty: 2543.204834
	Iteration 14Q: 3 clusters Score -279580.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -279598.156250 Penalty: 2543.204834
	Iteration 15Q: 3 clusters Score -279598.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -279616.187500 Penalty: 2543.204834
	Iteration 16Q: 3 clusters Score -279616.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -279635.875000 Penalty: 2543.204834
	Iteration 17Q: 3 clusters Score -279635.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -279658.781250 Penalty: 2543.204834
	Iteration 18Q: 3 clusters Score -279658.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -279675.281250 Penalty: 2543.204834
	Iteration 19Q: 3 clusters Score -279675.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -279688.750000 Penalty: 2543.204834
	Iteration 20F: 3 clusters Score -279688.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -279699.406250 Penalty: 2543.204834
	Iteration 21Q: 3 clusters Score -279699.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -279709.812500 Penalty: 2543.204834
	Iteration 22Q: 3 clusters Score -279709.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -279717.562500 Penalty: 2543.204834
	Iteration 23Q: 3 clusters Score -279717.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -279724.375000 Penalty: 2543.204834
	Iteration 24Q: 3 clusters Score -279724.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -279730.531250 Penalty: 2543.204834
	Iteration 25Q: 3 clusters Score -279730.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -279736.625000 Penalty: 2543.204834
	Iteration 26Q: 3 clusters Score -279736.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -279745.468750 Penalty: 2543.204834
	Iteration 27Q: 3 clusters Score -279745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -279749.937500 Penalty: 2543.204834
	Iteration 28Q: 3 clusters Score -279749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -279751.531250 Penalty: 2543.204834
	Iteration 29Q: 3 clusters Score -279751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -279751.812500 Penalty: 2543.204834
	Iteration 30Q: 3 clusters Score -279751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -279752.625000 Penalty: 2543.204834
	Iteration 31Q: 3 clusters Score -279752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -279753.750000 Penalty: 2543.204834
	Iteration 32Q: 3 clusters Score -279753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -279756.156250 Penalty: 2543.204834
	Iteration 33Q: 3 clusters Score -279756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -279761.031250 Penalty: 2543.204834
	Iteration 34Q: 3 clusters Score -279761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -279766.968750 Penalty: 2543.204834
	Iteration 35Q: 3 clusters Score -279767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -279770.593750 Penalty: 2543.204834
	Iteration 36Q: 3 clusters Score -279770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -279774.375000 Penalty: 2543.204834
	Iteration 37Q: 3 clusters Score -279774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -279779.156250 Penalty: 2543.204834
	Iteration 38Q: 3 clusters Score -279779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -279787.593750 Penalty: 2543.204834
	Iteration 39Q: 3 clusters Score -279787.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -279801.250000 Penalty: 2543.204834
	Iteration 40F: 3 clusters Score -279801.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -279809.812500 Penalty: 2543.204834
	Iteration 41Q: 3 clusters Score -279809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -279816.687500 Penalty: 2543.204834
	Iteration 42Q: 3 clusters Score -279816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -279820.812500 Penalty: 2543.204834
	Iteration 43Q: 3 clusters Score -279820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -279823.093750 Penalty: 2543.204834
	Iteration 44Q: 3 clusters Score -279823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -279824.250000 Penalty: 2543.204834
	Iteration 45Q: 3 clusters Score -279824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -279824.937500 Penalty: 2543.204834
	Iteration 46Q: 3 clusters Score -279824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -279826.031250 Penalty: 2543.204834
	Iteration 47Q: 3 clusters Score -279826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -279826.843750 Penalty: 2543.204834
	Iteration 48Q: 3 clusters Score -279826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -279827.375000 Penalty: 2543.204834
	Iteration 49Q: 3 clusters Score -279827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -279827.781250 Penalty: 2543.204834
	Iteration 50Q: 3 clusters Score -279827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -279828.312500 Penalty: 2543.204834
	Iteration 51Q: 3 clusters Score -279828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -279828.312500 Penalty: 2543.204834
	Iteration 52Q: 3 clusters Score -279828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -279828.718750 Penalty: 2543.204834
	Iteration 53Q: 3 clusters Score -279828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -279828.718750 Penalty: 2543.204834
	Iteration 54F: 3 clusters Score -279828.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Entering Unmasked Estep 
Score: -421673.250000 Penalty: 1339.234009
	Iteration 0F: 2 clusters Score -421673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -418440.343750 Penalty: 2678.468018
	Iteration 0F: 3 clusters Score -418440.3 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -419226.125000 Penalty: 2678.468018
	Iteration 1F: 3 clusters Score -419226.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -419360.906250 Penalty: 2678.468018
	Iteration 2F: 3 clusters Score -419360.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -419470.062500 Penalty: 2678.468018
	Iteration 3F: 3 clusters Score -419470.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -419565.218750 Penalty: 2678.468018
	Iteration 4Q: 3 clusters Score -419565.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -419667.375000 Penalty: 2678.468018
	Iteration 5Q: 3 clusters Score -419667.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -419791.843750 Penalty: 2678.468018
	Iteration 6Q: 3 clusters Score -419791.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -419904.531250 Penalty: 2678.468018
	Iteration 7Q: 3 clusters Score -419904.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -420003.468750 Penalty: 2678.468018
	Iteration 8Q: 3 clusters Score -420003.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -420084.843750 Penalty: 2678.468018
	Iteration 9Q: 3 clusters Score -420084.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -420146.156250 Penalty: 2678.468018
	Iteration 10Q: 3 clusters Score -420146.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -420187.750000 Penalty: 2678.468018
	Iteration 11Q: 3 clusters Score -420187.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -420217.593750 Penalty: 2678.468018
	Iteration 12Q: 3 clusters Score -420217.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -420242.750000 Penalty: 2678.468018
	Iteration 13Q: 3 clusters Score -420242.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -420271.406250 Penalty: 2678.468018
	Iteration 14Q: 3 clusters Score -420271.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -420291.593750 Penalty: 2678.468018
	Iteration 15Q: 3 clusters Score -420291.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -420312.937500 Penalty: 2678.468018
	Iteration 16Q: 3 clusters Score -420312.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -420336.750000 Penalty: 2678.468018
	Iteration 17Q: 3 clusters Score -420336.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -420359.625000 Penalty: 2678.468018
	Iteration 18Q: 3 clusters Score -420359.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -420382.625000 Penalty: 2678.468018
	Iteration 19Q: 3 clusters Score -420382.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -420401.031250 Penalty: 2678.468018
	Iteration 20F: 3 clusters Score -420401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -420408.437500 Penalty: 2678.468018
	Iteration 21Q: 3 clusters Score -420408.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -420415.500000 Penalty: 2678.468018
	Iteration 22Q: 3 clusters Score -420415.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -420422.875000 Penalty: 2678.468018
	Iteration 23Q: 3 clusters Score -420422.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -420427.593750 Penalty: 2678.468018
	Iteration 24Q: 3 clusters Score -420427.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -420433.000000 Penalty: 2678.468018
	Iteration 25Q: 3 clusters Score -420433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -420436.718750 Penalty: 2678.468018
	Iteration 26Q: 3 clusters Score -420436.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -420441.843750 Penalty: 2678.468018
	Iteration 27Q: 3 clusters Score -420441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -420445.593750 Penalty: 2678.468018
	Iteration 28Q: 3 clusters Score -420445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -420448.218750 Penalty: 2678.468018
	Iteration 29Q: 3 clusters Score -420448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -420452.781250 Penalty: 2678.468018
	Iteration 30Q: 3 clusters Score -420452.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -420458.937500 Penalty: 2678.468018
	Iteration 31Q: 3 clusters Score -420458.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -420462.875000 Penalty: 2678.468018
	Iteration 32Q: 3 clusters Score -420462.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -420466.656250 Penalty: 2678.468018
	Iteration 33Q: 3 clusters Score -420466.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -420468.750000 Penalty: 2678.468018
	Iteration 34Q: 3 clusters Score -420468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -420470.437500 Penalty: 2678.468018
	Iteration 35Q: 3 clusters Score -420470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -420470.625000 Penalty: 2678.468018
	Iteration 36Q: 3 clusters Score -420470.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -420471.812500 Penalty: 2678.468018
	Iteration 37Q: 3 clusters Score -420471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -420473.812500 Penalty: 2678.468018
	Iteration 38Q: 3 clusters Score -420473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -420476.750000 Penalty: 2678.468018
	Iteration 39Q: 3 clusters Score -420476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -420478.062500 Penalty: 2678.468018
	Iteration 40F: 3 clusters Score -420478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -420479.593750 Penalty: 2678.468018
	Iteration 41Q: 3 clusters Score -420479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -420481.343750 Penalty: 2678.468018
	Iteration 42Q: 3 clusters Score -420481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -420484.062500 Penalty: 2678.468018
	Iteration 43Q: 3 clusters Score -420484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -420488.156250 Penalty: 2678.468018
	Iteration 44Q: 3 clusters Score -420488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -420492.156250 Penalty: 2678.468018
	Iteration 45Q: 3 clusters Score -420492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -420492.437500 Penalty: 2678.468018
	Iteration 46Q: 3 clusters Score -420492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -420494.625000 Penalty: 2678.468018
	Iteration 47Q: 3 clusters Score -420494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -420495.593750 Penalty: 2678.468018
	Iteration 48Q: 3 clusters Score -420495.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -420496.156250 Penalty: 2678.468018
	Iteration 49Q: 3 clusters Score -420496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -420496.093750 Penalty: 2678.468018
	Iteration 50Q: 3 clusters Score -420496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -420495.375000 Penalty: 2678.468018
	Iteration 51Q: 3 clusters Score -420495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -420496.593750 Penalty: 2678.468018
	Iteration 52Q: 3 clusters Score -420496.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -420496.593750 Penalty: 2678.468018
	Iteration 53F: 3 clusters Score -420496.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Entering Unmasked Estep 
Score: -1450905.500000 Penalty: 1536.934692
	Iteration 0F: 2 clusters Score -1450906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1441842.875000 Penalty: 3073.869385
	Iteration 0F: 3 clusters Score -1441843 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1444888.625000 Penalty: 3073.869385
	Iteration 1F: 3 clusters Score -1444889 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1445166.875000 Penalty: 3073.869385
	Iteration 2F: 3 clusters Score -1445167 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1445415.000000 Penalty: 3073.869385
	Iteration 3Q: 3 clusters Score -1445415 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1445704.500000 Penalty: 3073.869385
	Iteration 4Q: 3 clusters Score -1445704 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1446144.000000 Penalty: 3073.869385
	Iteration 5Q: 3 clusters Score -1446144 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1446737.000000 Penalty: 3073.869385
	Iteration 6F: 3 clusters Score -1446737 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1447375.625000 Penalty: 3073.869385
	Iteration 7F: 3 clusters Score -1447376 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1447979.875000 Penalty: 3073.869385
	Iteration 8F: 3 clusters Score -1447980 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1448454.625000 Penalty: 3073.869385
	Iteration 9F: 3 clusters Score -1448455 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1448767.750000 Penalty: 3073.869385
	Iteration 10Q: 3 clusters Score -1448768 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1448985.500000 Penalty: 3073.869385
	Iteration 11Q: 3 clusters Score -1448986 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1449112.250000 Penalty: 3073.869385
	Iteration 12Q: 3 clusters Score -1449112 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1449200.750000 Penalty: 3073.869385
	Iteration 13Q: 3 clusters Score -1449201 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1449263.875000 Penalty: 3073.869385
	Iteration 14Q: 3 clusters Score -1449264 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1449319.625000 Penalty: 3073.869385
	Iteration 15Q: 3 clusters Score -1449320 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1449357.250000 Penalty: 3073.869385
	Iteration 16Q: 3 clusters Score -1449357 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1449381.375000 Penalty: 3073.869385
	Iteration 17Q: 3 clusters Score -1449381 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1449427.000000 Penalty: 3073.869385
	Iteration 18Q: 3 clusters Score -1449427 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1449481.625000 Penalty: 3073.869385
	Iteration 19Q: 3 clusters Score -1449482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1449515.625000 Penalty: 3073.869385
	Iteration 20F: 3 clusters Score -1449516 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1449567.750000 Penalty: 3073.869385
	Iteration 21Q: 3 clusters Score -1449568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1449628.375000 Penalty: 3073.869385
	Iteration 22Q: 3 clusters Score -1449628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1449700.875000 Penalty: 3073.869385
	Iteration 23Q: 3 clusters Score -1449701 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1449772.125000 Penalty: 3073.869385
	Iteration 24Q: 3 clusters Score -1449772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1449871.125000 Penalty: 3073.869385
	Iteration 25Q: 3 clusters Score -1449871 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1449972.625000 Penalty: 3073.869385
	Iteration 26Q: 3 clusters Score -1449973 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1450070.750000 Penalty: 3073.869385
	Iteration 27Q: 3 clusters Score -1450071 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1450147.125000 Penalty: 3073.869385
	Iteration 28Q: 3 clusters Score -1450147 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1450190.875000 Penalty: 3073.869385
	Iteration 29Q: 3 clusters Score -1450191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1450215.750000 Penalty: 3073.869385
	Iteration 30Q: 3 clusters Score -1450216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1450232.500000 Penalty: 3073.869385
	Iteration 31Q: 3 clusters Score -1450232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1450231.125000 Penalty: 3073.869385
	Iteration 32Q: 3 clusters Score -1450231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1450240.000000 Penalty: 3073.869385
	Iteration 33Q: 3 clusters Score -1450240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1450244.250000 Penalty: 3073.869385
	Iteration 34Q: 3 clusters Score -1450244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1450245.500000 Penalty: 3073.869385
	Iteration 35Q: 3 clusters Score -1450246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1450245.250000 Penalty: 3073.869385
	Iteration 36Q: 3 clusters Score -1450245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1450248.250000 Penalty: 3073.869385
	Iteration 37Q: 3 clusters Score -1450248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1450252.125000 Penalty: 3073.869385
	Iteration 38Q: 3 clusters Score -1450252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1450253.125000 Penalty: 3073.869385
	Iteration 39Q: 3 clusters Score -1450253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1450256.125000 Penalty: 3073.869385
	Iteration 40F: 3 clusters Score -1450256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1450255.875000 Penalty: 3073.869385
	Iteration 41Q: 3 clusters Score -1450256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1450255.250000 Penalty: 3073.869385
	Iteration 42Q: 3 clusters Score -1450255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1450258.250000 Penalty: 3073.869385
	Iteration 43Q: 3 clusters Score -1450258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1450258.625000 Penalty: 3073.869385
	Iteration 44Q: 3 clusters Score -1450259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1450258.500000 Penalty: 3073.869385
	Iteration 45Q: 3 clusters Score -1450258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1450259.250000 Penalty: 3073.869385
	Iteration 46Q: 3 clusters Score -1450259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1450259.250000 Penalty: 3073.869385
	Iteration 47F: 3 clusters Score -1450259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -308127.000000 Penalty: 1288.365967
	Iteration 0F: 2 clusters Score -308127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -305583.656250 Penalty: 2576.731934
	Iteration 0F: 3 clusters Score -305583.7 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -306177.000000 Penalty: 2576.731934
	Iteration 1F: 3 clusters Score -306177 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -306300.718750 Penalty: 2576.731934
	Iteration 2F: 3 clusters Score -306300.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -306365.750000 Penalty: 2576.731934
	Iteration 3Q: 3 clusters Score -306365.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -306397.531250 Penalty: 2576.731934
	Iteration 4Q: 3 clusters Score -306397.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -306415.375000 Penalty: 2576.731934
	Iteration 5Q: 3 clusters Score -306415.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -306429.500000 Penalty: 2576.731934
	Iteration 6Q: 3 clusters Score -306429.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -306437.781250 Penalty: 2576.731934
	Iteration 7Q: 3 clusters Score -306437.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -306444.031250 Penalty: 2576.731934
	Iteration 8Q: 3 clusters Score -306444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -306448.156250 Penalty: 2576.731934
	Iteration 9Q: 3 clusters Score -306448.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -306452.093750 Penalty: 2576.731934
	Iteration 10Q: 3 clusters Score -306452.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -306455.968750 Penalty: 2576.731934
	Iteration 11Q: 3 clusters Score -306456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -306462.343750 Penalty: 2576.731934
	Iteration 12Q: 3 clusters Score -306462.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -306471.031250 Penalty: 2576.731934
	Iteration 13Q: 3 clusters Score -306471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -306476.375000 Penalty: 2576.731934
	Iteration 14Q: 3 clusters Score -306476.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -306479.968750 Penalty: 2576.731934
	Iteration 15Q: 3 clusters Score -306480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -306484.093750 Penalty: 2576.731934
	Iteration 16Q: 3 clusters Score -306484.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -306485.781250 Penalty: 2576.731934
	Iteration 17Q: 3 clusters Score -306485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -306489.187500 Penalty: 2576.731934
	Iteration 18Q: 3 clusters Score -306489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -306492.500000 Penalty: 2576.731934
	Iteration 19Q: 3 clusters Score -306492.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -306497.000000 Penalty: 2576.731934
	Iteration 20F: 3 clusters Score -306497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -306501.687500 Penalty: 2576.731934
	Iteration 21Q: 3 clusters Score -306501.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -306506.875000 Penalty: 2576.731934
	Iteration 22Q: 3 clusters Score -306506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -306511.375000 Penalty: 2576.731934
	Iteration 23Q: 3 clusters Score -306511.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -306519.031250 Penalty: 2576.731934
	Iteration 24Q: 3 clusters Score -306519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -306525.000000 Penalty: 2576.731934
	Iteration 25Q: 3 clusters Score -306525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -306531.218750 Penalty: 2576.731934
	Iteration 26Q: 3 clusters Score -306531.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -306539.906250 Penalty: 2576.731934
	Iteration 27Q: 3 clusters Score -306539.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -306545.718750 Penalty: 2576.731934
	Iteration 28Q: 3 clusters Score -306545.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -306548.062500 Penalty: 2576.731934
	Iteration 29Q: 3 clusters Score -306548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -306549.625000 Penalty: 2576.731934
	Iteration 30Q: 3 clusters Score -306549.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -306552.593750 Penalty: 2576.731934
	Iteration 31Q: 3 clusters Score -306552.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -306554.968750 Penalty: 2576.731934
	Iteration 32Q: 3 clusters Score -306555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -306558.375000 Penalty: 2576.731934
	Iteration 33Q: 3 clusters Score -306558.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -306560.593750 Penalty: 2576.731934
	Iteration 34Q: 3 clusters Score -306560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -306563.062500 Penalty: 2576.731934
	Iteration 35Q: 3 clusters Score -306563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -306564.781250 Penalty: 2576.731934
	Iteration 36Q: 3 clusters Score -306564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -306566.062500 Penalty: 2576.731934
	Iteration 37Q: 3 clusters Score -306566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -306566.687500 Penalty: 2576.731934
	Iteration 38Q: 3 clusters Score -306566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -306566.843750 Penalty: 2576.731934
	Iteration 39Q: 3 clusters Score -306566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -306566.781250 Penalty: 2576.731934
	Iteration 40F: 3 clusters Score -306566.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Entering Unmasked Estep 
Score: -704831.000000 Penalty: 1429.773438
	Iteration 0F: 2 clusters Score -704831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -699829.750000 Penalty: 2859.546875
	Iteration 0F: 3 clusters Score -699829.8 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -701467.625000 Penalty: 2859.546875
	Iteration 1F: 3 clusters Score -701467.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -701884.187500 Penalty: 2859.546875
	Iteration 2F: 3 clusters Score -701884.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -702269.500000 Penalty: 2859.546875
	Iteration 3F: 3 clusters Score -702269.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -702674.625000 Penalty: 2859.546875
	Iteration 4F: 3 clusters Score -702674.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -703044.375000 Penalty: 2859.546875
	Iteration 5F: 3 clusters Score -703044.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -703330.750000 Penalty: 2859.546875
	Iteration 6F: 3 clusters Score -703330.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -703566.250000 Penalty: 2859.546875
	Iteration 7Q: 3 clusters Score -703566.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -703739.187500 Penalty: 2859.546875
	Iteration 8Q: 3 clusters Score -703739.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -703900.125000 Penalty: 2859.546875
	Iteration 9Q: 3 clusters Score -703900.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -704054.437500 Penalty: 2859.546875
	Iteration 10Q: 3 clusters Score -704054.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -704200.062500 Penalty: 2859.546875
	Iteration 11Q: 3 clusters Score -704200.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -704283.562500 Penalty: 2859.546875
	Iteration 12Q: 3 clusters Score -704283.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -704334.750000 Penalty: 2859.546875
	Iteration 13Q: 3 clusters Score -704334.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -704362.000000 Penalty: 2859.546875
	Iteration 14Q: 3 clusters Score -704362 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -704394.812500 Penalty: 2859.546875
	Iteration 15Q: 3 clusters Score -704394.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -704410.750000 Penalty: 2859.546875
	Iteration 16Q: 3 clusters Score -704410.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -704418.250000 Penalty: 2859.546875
	Iteration 17Q: 3 clusters Score -704418.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -704426.687500 Penalty: 2859.546875
	Iteration 18Q: 3 clusters Score -704426.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -704430.875000 Penalty: 2859.546875
	Iteration 19Q: 3 clusters Score -704430.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -704436.750000 Penalty: 2859.546875
	Iteration 20F: 3 clusters Score -704436.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -704439.812500 Penalty: 2859.546875
	Iteration 21Q: 3 clusters Score -704439.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -704445.000000 Penalty: 2859.546875
	Iteration 22Q: 3 clusters Score -704445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -704447.375000 Penalty: 2859.546875
	Iteration 23Q: 3 clusters Score -704447.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -704452.062500 Penalty: 2859.546875
	Iteration 24Q: 3 clusters Score -704452.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -704456.687500 Penalty: 2859.546875
	Iteration 25Q: 3 clusters Score -704456.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -704456.750000 Penalty: 2859.546875
	Iteration 26Q: 3 clusters Score -704456.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -704458.625000 Penalty: 2859.546875
	Iteration 27Q: 3 clusters Score -704458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -704459.812500 Penalty: 2859.546875
	Iteration 28Q: 3 clusters Score -704459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -704461.000000 Penalty: 2859.546875
	Iteration 29Q: 3 clusters Score -704461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -704461.375000 Penalty: 2859.546875
	Iteration 30Q: 3 clusters Score -704461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -704461.437500 Penalty: 2859.546875
	Iteration 31Q: 3 clusters Score -704461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -704462.187500 Penalty: 2859.546875
	Iteration 32Q: 3 clusters Score -704462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -704462.500000 Penalty: 2859.546875
	Iteration 33Q: 3 clusters Score -704462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -704463.125000 Penalty: 2859.546875
	Iteration 34Q: 3 clusters Score -704463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -704463.875000 Penalty: 2859.546875
	Iteration 35Q: 3 clusters Score -704463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -704464.750000 Penalty: 2859.546875
	Iteration 36Q: 3 clusters Score -704464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -704465.500000 Penalty: 2859.546875
	Iteration 37Q: 3 clusters Score -704465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -704465.375000 Penalty: 2859.546875
	Iteration 38Q: 3 clusters Score -704465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -704465.437500 Penalty: 2859.546875
	Iteration 39Q: 3 clusters Score -704465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -704465.437500 Penalty: 2859.546875
	Iteration 40F: 3 clusters Score -704465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -529919.187500 Penalty: 1377.037598
	Iteration 0F: 2 clusters Score -529919.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -526060.000000 Penalty: 2754.075195
	Iteration 0F: 3 clusters Score -526060 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -527117.937500 Penalty: 2754.075195
	Iteration 1F: 3 clusters Score -527117.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -527304.937500 Penalty: 2754.075195
	Iteration 2F: 3 clusters Score -527304.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -527433.500000 Penalty: 2754.075195
	Iteration 3F: 3 clusters Score -527433.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -527531.625000 Penalty: 2754.075195
	Iteration 4Q: 3 clusters Score -527531.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -527606.062500 Penalty: 2754.075195
	Iteration 5Q: 3 clusters Score -527606.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -527677.000000 Penalty: 2754.075195
	Iteration 6Q: 3 clusters Score -527677 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -527747.250000 Penalty: 2754.075195
	Iteration 7Q: 3 clusters Score -527747.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -527825.812500 Penalty: 2754.075195
	Iteration 8Q: 3 clusters Score -527825.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -527909.750000 Penalty: 2754.075195
	Iteration 9Q: 3 clusters Score -527909.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -528016.312500 Penalty: 2754.075195
	Iteration 10Q: 3 clusters Score -528016.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -528129.937500 Penalty: 2754.075195
	Iteration 11Q: 3 clusters Score -528129.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -528259.375000 Penalty: 2754.075195
	Iteration 12Q: 3 clusters Score -528259.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -528378.875000 Penalty: 2754.075195
	Iteration 13Q: 3 clusters Score -528378.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -528457.562500 Penalty: 2754.075195
	Iteration 14Q: 3 clusters Score -528457.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -528517.562500 Penalty: 2754.075195
	Iteration 15Q: 3 clusters Score -528517.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -528564.812500 Penalty: 2754.075195
	Iteration 16Q: 3 clusters Score -528564.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -528593.000000 Penalty: 2754.075195
	Iteration 17Q: 3 clusters Score -528593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -528610.500000 Penalty: 2754.075195
	Iteration 18Q: 3 clusters Score -528610.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -528636.687500 Penalty: 2754.075195
	Iteration 19Q: 3 clusters Score -528636.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -528653.875000 Penalty: 2754.075195
	Iteration 20F: 3 clusters Score -528653.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -528665.125000 Penalty: 2754.075195
	Iteration 21Q: 3 clusters Score -528665.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -528676.750000 Penalty: 2754.075195
	Iteration 22Q: 3 clusters Score -528676.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -528685.000000 Penalty: 2754.075195
	Iteration 23Q: 3 clusters Score -528685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -528693.687500 Penalty: 2754.075195
	Iteration 24Q: 3 clusters Score -528693.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -528697.937500 Penalty: 2754.075195
	Iteration 25Q: 3 clusters Score -528697.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -528704.687500 Penalty: 2754.075195
	Iteration 26Q: 3 clusters Score -528704.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -528710.125000 Penalty: 2754.075195
	Iteration 27Q: 3 clusters Score -528710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -528712.750000 Penalty: 2754.075195
	Iteration 28Q: 3 clusters Score -528712.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -528718.062500 Penalty: 2754.075195
	Iteration 29Q: 3 clusters Score -528718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -528723.562500 Penalty: 2754.075195
	Iteration 30Q: 3 clusters Score -528723.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -528726.437500 Penalty: 2754.075195
	Iteration 31Q: 3 clusters Score -528726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -528729.375000 Penalty: 2754.075195
	Iteration 32Q: 3 clusters Score -528729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -528731.437500 Penalty: 2754.075195
	Iteration 33Q: 3 clusters Score -528731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -528733.125000 Penalty: 2754.075195
	Iteration 34Q: 3 clusters Score -528733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -528733.312500 Penalty: 2754.075195
	Iteration 35Q: 3 clusters Score -528733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -528734.125000 Penalty: 2754.075195
	Iteration 36Q: 3 clusters Score -528734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -528734.000000 Penalty: 2754.075195
	Iteration 37Q: 3 clusters Score -528734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -528734.187500 Penalty: 2754.075195
	Iteration 38Q: 3 clusters Score -528734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -528734.812500 Penalty: 2754.075195
	Iteration 39Q: 3 clusters Score -528734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -528735.625000 Penalty: 2754.075195
	Iteration 40F: 3 clusters Score -528735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -528736.625000 Penalty: 2754.075195
	Iteration 41Q: 3 clusters Score -528736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -528737.250000 Penalty: 2754.075195
	Iteration 42Q: 3 clusters Score -528737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -528738.187500 Penalty: 2754.075195
	Iteration 43Q: 3 clusters Score -528738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -528738.187500 Penalty: 2754.075195
	Iteration 44F: 3 clusters Score -528738.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Entering Unmasked Estep 
Score: -2181079.000000 Penalty: 1603.299927
	Iteration 0F: 2 clusters Score -2181079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2167828.250000 Penalty: 3206.599854
	Iteration 0F: 3 clusters Score -2167828 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2172551.000000 Penalty: 3206.599854
	Iteration 1F: 3 clusters Score -2172551 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2172814.250000 Penalty: 3206.599854
	Iteration 2Q: 3 clusters Score -2172814 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2173020.500000 Penalty: 3206.599854
	Iteration 3Q: 3 clusters Score -2173020 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2173172.500000 Penalty: 3206.599854
	Iteration 4Q: 3 clusters Score -2173172 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2173308.250000 Penalty: 3206.599854
	Iteration 5Q: 3 clusters Score -2173308 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2173429.750000 Penalty: 3206.599854
	Iteration 6Q: 3 clusters Score -2173430 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2173567.500000 Penalty: 3206.599854
	Iteration 7Q: 3 clusters Score -2173568 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2173755.750000 Penalty: 3206.599854
	Iteration 8Q: 3 clusters Score -2173756 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2174006.750000 Penalty: 3206.599854
	Iteration 9Q: 3 clusters Score -2174007 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2174404.750000 Penalty: 3206.599854
	Iteration 10Q: 3 clusters Score -2174405 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2175008.000000 Penalty: 3206.599854
	Iteration 11F: 3 clusters Score -2175008 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2175837.500000 Penalty: 3206.599854
	Iteration 12F: 3 clusters Score -2175838 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2176817.000000 Penalty: 3206.599854
	Iteration 13F: 3 clusters Score -2176817 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2177796.000000 Penalty: 3206.599854
	Iteration 14F: 3 clusters Score -2177796 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2178586.000000 Penalty: 3206.599854
	Iteration 15Q: 3 clusters Score -2178586 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2179095.000000 Penalty: 3206.599854
	Iteration 16Q: 3 clusters Score -2179095 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2179377.000000 Penalty: 3206.599854
	Iteration 17Q: 3 clusters Score -2179377 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2179509.500000 Penalty: 3206.599854
	Iteration 18Q: 3 clusters Score -2179510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2179579.000000 Penalty: 3206.599854
	Iteration 19Q: 3 clusters Score -2179579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2179617.250000 Penalty: 3206.599854
	Iteration 20F: 3 clusters Score -2179617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2179641.750000 Penalty: 3206.599854
	Iteration 21Q: 3 clusters Score -2179642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2179651.000000 Penalty: 3206.599854
	Iteration 22Q: 3 clusters Score -2179651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2179654.750000 Penalty: 3206.599854
	Iteration 23Q: 3 clusters Score -2179655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2179653.750000 Penalty: 3206.599854
	Iteration 24Q: 3 clusters Score -2179654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2179650.750000 Penalty: 3206.599854
	Iteration 25Q: 3 clusters Score -2179651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2179650.750000 Penalty: 3206.599854
	Iteration 26F: 3 clusters Score -2179651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Entering Unmasked Estep 
Score: -390281.750000 Penalty: 1326.686646
	Iteration 0F: 2 clusters Score -390281.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -387228.250000 Penalty: 2653.373291
	Iteration 0F: 3 clusters Score -387228.2 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -388026.218750 Penalty: 2653.373291
	Iteration 1F: 3 clusters Score -388026.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -388161.281250 Penalty: 2653.373291
	Iteration 2F: 3 clusters Score -388161.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -388227.687500 Penalty: 2653.373291
	Iteration 3Q: 3 clusters Score -388227.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -388271.000000 Penalty: 2653.373291
	Iteration 4Q: 3 clusters Score -388271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -388304.625000 Penalty: 2653.373291
	Iteration 5Q: 3 clusters Score -388304.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -388329.468750 Penalty: 2653.373291
	Iteration 6Q: 3 clusters Score -388329.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -388350.062500 Penalty: 2653.373291
	Iteration 7Q: 3 clusters Score -388350.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -388370.937500 Penalty: 2653.373291
	Iteration 8Q: 3 clusters Score -388370.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -388395.968750 Penalty: 2653.373291
	Iteration 9Q: 3 clusters Score -388396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -388414.750000 Penalty: 2653.373291
	Iteration 10Q: 3 clusters Score -388414.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -388434.156250 Penalty: 2653.373291
	Iteration 11Q: 3 clusters Score -388434.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -388449.968750 Penalty: 2653.373291
	Iteration 12Q: 3 clusters Score -388450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -388461.187500 Penalty: 2653.373291
	Iteration 13Q: 3 clusters Score -388461.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -388472.687500 Penalty: 2653.373291
	Iteration 14Q: 3 clusters Score -388472.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -388478.875000 Penalty: 2653.373291
	Iteration 15Q: 3 clusters Score -388478.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -388484.750000 Penalty: 2653.373291
	Iteration 16Q: 3 clusters Score -388484.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -388489.500000 Penalty: 2653.373291
	Iteration 17Q: 3 clusters Score -388489.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -388492.593750 Penalty: 2653.373291
	Iteration 18Q: 3 clusters Score -388492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -388496.843750 Penalty: 2653.373291
	Iteration 19Q: 3 clusters Score -388496.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -388499.062500 Penalty: 2653.373291
	Iteration 20F: 3 clusters Score -388499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -388501.312500 Penalty: 2653.373291
	Iteration 21Q: 3 clusters Score -388501.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -388506.062500 Penalty: 2653.373291
	Iteration 22Q: 3 clusters Score -388506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -388509.875000 Penalty: 2653.373291
	Iteration 23Q: 3 clusters Score -388509.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -388512.562500 Penalty: 2653.373291
	Iteration 24Q: 3 clusters Score -388512.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -388515.437500 Penalty: 2653.373291
	Iteration 25Q: 3 clusters Score -388515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -388516.625000 Penalty: 2653.373291
	Iteration 26Q: 3 clusters Score -388516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -388517.875000 Penalty: 2653.373291
	Iteration 27Q: 3 clusters Score -388517.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -388519.843750 Penalty: 2653.373291
	Iteration 28Q: 3 clusters Score -388519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -388521.687500 Penalty: 2653.373291
	Iteration 29Q: 3 clusters Score -388521.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -388523.468750 Penalty: 2653.373291
	Iteration 30Q: 3 clusters Score -388523.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -388524.406250 Penalty: 2653.373291
	Iteration 31Q: 3 clusters Score -388524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -388524.812500 Penalty: 2653.373291
	Iteration 32Q: 3 clusters Score -388524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -388526.187500 Penalty: 2653.373291
	Iteration 33Q: 3 clusters Score -388526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -388527.156250 Penalty: 2653.373291
	Iteration 34Q: 3 clusters Score -388527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -388528.187500 Penalty: 2653.373291
	Iteration 35Q: 3 clusters Score -388528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -388527.906250 Penalty: 2653.373291
	Iteration 36Q: 3 clusters Score -388527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -388529.000000 Penalty: 2653.373291
	Iteration 37Q: 3 clusters Score -388529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -388529.531250 Penalty: 2653.373291
	Iteration 38Q: 3 clusters Score -388529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -388529.843750 Penalty: 2653.373291
	Iteration 39Q: 3 clusters Score -388529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -388531.812500 Penalty: 2653.373291
	Iteration 40F: 3 clusters Score -388531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -388533.531250 Penalty: 2653.373291
	Iteration 41Q: 3 clusters Score -388533.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -388537.062500 Penalty: 2653.373291
	Iteration 42Q: 3 clusters Score -388537.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -388540.656250 Penalty: 2653.373291
	Iteration 43Q: 3 clusters Score -388540.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -388545.156250 Penalty: 2653.373291
	Iteration 44Q: 3 clusters Score -388545.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -388554.218750 Penalty: 2653.373291
	Iteration 45Q: 3 clusters Score -388554.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -388563.343750 Penalty: 2653.373291
	Iteration 46Q: 3 clusters Score -388563.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -388569.406250 Penalty: 2653.373291
	Iteration 47Q: 3 clusters Score -388569.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -388575.250000 Penalty: 2653.373291
	Iteration 48Q: 3 clusters Score -388575.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -388582.750000 Penalty: 2653.373291
	Iteration 49Q: 3 clusters Score -388582.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -388592.718750 Penalty: 2653.373291
	Iteration 50Q: 3 clusters Score -388592.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -388601.625000 Penalty: 2653.373291
	Iteration 51Q: 3 clusters Score -388601.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -388607.625000 Penalty: 2653.373291
	Iteration 52Q: 3 clusters Score -388607.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -388614.531250 Penalty: 2653.373291
	Iteration 53Q: 3 clusters Score -388614.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -388624.687500 Penalty: 2653.373291
	Iteration 54Q: 3 clusters Score -388624.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -388632.781250 Penalty: 2653.373291
	Iteration 55Q: 3 clusters Score -388632.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -388641.593750 Penalty: 2653.373291
	Iteration 56Q: 3 clusters Score -388641.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -388651.625000 Penalty: 2653.373291
	Iteration 57Q: 3 clusters Score -388651.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -388668.843750 Penalty: 2653.373291
	Iteration 58Q: 3 clusters Score -388668.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -388687.750000 Penalty: 2653.373291
	Iteration 59Q: 3 clusters Score -388687.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -388704.843750 Penalty: 2653.373291
	Iteration 60F: 3 clusters Score -388704.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -388719.218750 Penalty: 2653.373291
	Iteration 61Q: 3 clusters Score -388719.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -388738.000000 Penalty: 2653.373291
	Iteration 62Q: 3 clusters Score -388738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -388756.125000 Penalty: 2653.373291
	Iteration 63Q: 3 clusters Score -388756.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -388781.093750 Penalty: 2653.373291
	Iteration 64Q: 3 clusters Score -388781.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -388806.062500 Penalty: 2653.373291
	Iteration 65Q: 3 clusters Score -388806.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -388828.875000 Penalty: 2653.373291
	Iteration 66Q: 3 clusters Score -388828.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -388854.906250 Penalty: 2653.373291
	Iteration 67Q: 3 clusters Score -388854.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -388886.218750 Penalty: 2653.373291
	Iteration 68Q: 3 clusters Score -388886.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -388915.656250 Penalty: 2653.373291
	Iteration 69Q: 3 clusters Score -388915.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -388950.562500 Penalty: 2653.373291
	Iteration 70Q: 3 clusters Score -388950.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -388983.093750 Penalty: 2653.373291
	Iteration 71Q: 3 clusters Score -388983.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -389009.562500 Penalty: 2653.373291
	Iteration 72Q: 3 clusters Score -389009.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -389024.875000 Penalty: 2653.373291
	Iteration 73Q: 3 clusters Score -389024.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -389037.343750 Penalty: 2653.373291
	Iteration 74Q: 3 clusters Score -389037.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -389058.687500 Penalty: 2653.373291
	Iteration 75Q: 3 clusters Score -389058.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -389075.687500 Penalty: 2653.373291
	Iteration 76Q: 3 clusters Score -389075.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -389089.468750 Penalty: 2653.373291
	Iteration 77Q: 3 clusters Score -389089.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -389100.937500 Penalty: 2653.373291
	Iteration 78Q: 3 clusters Score -389100.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -389109.281250 Penalty: 2653.373291
	Iteration 79Q: 3 clusters Score -389109.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -389114.750000 Penalty: 2653.373291
	Iteration 80F: 3 clusters Score -389114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -389117.812500 Penalty: 2653.373291
	Iteration 81Q: 3 clusters Score -389117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -389118.250000 Penalty: 2653.373291
	Iteration 82Q: 3 clusters Score -389118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -389119.562500 Penalty: 2653.373291
	Iteration 83Q: 3 clusters Score -389119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -389122.562500 Penalty: 2653.373291
	Iteration 84Q: 3 clusters Score -389122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -389126.406250 Penalty: 2653.373291
	Iteration 85Q: 3 clusters Score -389126.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -389132.437500 Penalty: 2653.373291
	Iteration 86Q: 3 clusters Score -389132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -389136.343750 Penalty: 2653.373291
	Iteration 87Q: 3 clusters Score -389136.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -389139.093750 Penalty: 2653.373291
	Iteration 88Q: 3 clusters Score -389139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -389144.218750 Penalty: 2653.373291
	Iteration 89Q: 3 clusters Score -389144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -389147.406250 Penalty: 2653.373291
	Iteration 90Q: 3 clusters Score -389147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -389151.281250 Penalty: 2653.373291
	Iteration 91Q: 3 clusters Score -389151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -389151.937500 Penalty: 2653.373291
	Iteration 92Q: 3 clusters Score -389151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -389152.468750 Penalty: 2653.373291
	Iteration 93Q: 3 clusters Score -389152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -389153.750000 Penalty: 2653.373291
	Iteration 94Q: 3 clusters Score -389153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -389154.281250 Penalty: 2653.373291
	Iteration 95Q: 3 clusters Score -389154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -389154.812500 Penalty: 2653.373291
	Iteration 96Q: 3 clusters Score -389154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -389156.562500 Penalty: 2653.373291
	Iteration 97Q: 3 clusters Score -389156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -389159.937500 Penalty: 2653.373291
	Iteration 98Q: 3 clusters Score -389159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -389160.843750 Penalty: 2653.373291
	Iteration 99Q: 3 clusters Score -389160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -389162.656250 Penalty: 2653.373291
	Iteration 100F: 3 clusters Score -389162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -389162.812500 Penalty: 2653.373291
	Iteration 101Q: 3 clusters Score -389162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -389163.000000 Penalty: 2653.373291
	Iteration 102Q: 3 clusters Score -389163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -389164.437500 Penalty: 2653.373291
	Iteration 103Q: 3 clusters Score -389164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -389167.250000 Penalty: 2653.373291
	Iteration 104Q: 3 clusters Score -389167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -389170.281250 Penalty: 2653.373291
	Iteration 105Q: 3 clusters Score -389170.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -389174.781250 Penalty: 2653.373291
	Iteration 106Q: 3 clusters Score -389174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -389183.937500 Penalty: 2653.373291
	Iteration 107Q: 3 clusters Score -389183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -389187.750000 Penalty: 2653.373291
	Iteration 108Q: 3 clusters Score -389187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -389189.437500 Penalty: 2653.373291
	Iteration 109Q: 3 clusters Score -389189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -389190.656250 Penalty: 2653.373291
	Iteration 110Q: 3 clusters Score -389190.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -389196.406250 Penalty: 2653.373291
	Iteration 111Q: 3 clusters Score -389196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -389201.000000 Penalty: 2653.373291
	Iteration 112Q: 3 clusters Score -389201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -389209.625000 Penalty: 2653.373291
	Iteration 113Q: 3 clusters Score -389209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -389216.156250 Penalty: 2653.373291
	Iteration 114Q: 3 clusters Score -389216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -389220.312500 Penalty: 2653.373291
	Iteration 115Q: 3 clusters Score -389220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -389225.000000 Penalty: 2653.373291
	Iteration 116Q: 3 clusters Score -389225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -389227.500000 Penalty: 2653.373291
	Iteration 117Q: 3 clusters Score -389227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -389230.312500 Penalty: 2653.373291
	Iteration 118Q: 3 clusters Score -389230.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -389230.875000 Penalty: 2653.373291
	Iteration 119Q: 3 clusters Score -389230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -389230.875000 Penalty: 2653.373291
	Iteration 120F: 3 clusters Score -389230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Entering Unmasked Estep 
Score: -3721832.500000 Penalty: 1700.105713
	Iteration 0F: 2 clusters Score -3721832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3698277.000000 Penalty: 3400.211426
	Iteration 0F: 3 clusters Score -3698277 nChanged 16220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3707480.500000 Penalty: 3400.211426
	Iteration 1F: 3 clusters Score -3707480 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3707987.750000 Penalty: 3400.211426
	Iteration 2Q: 3 clusters Score -3707988 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3708581.000000 Penalty: 3400.211426
	Iteration 3Q: 3 clusters Score -3708581 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -3709306.750000 Penalty: 3400.211426
	Iteration 4Q: 3 clusters Score -3709307 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3710105.750000 Penalty: 3400.211426
	Iteration 5Q: 3 clusters Score -3710106 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3711182.250000 Penalty: 3400.211426
	Iteration 6F: 3 clusters Score -3711182 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3712475.750000 Penalty: 3400.211426
	Iteration 7F: 3 clusters Score -3712476 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3713791.250000 Penalty: 3400.211426
	Iteration 8F: 3 clusters Score -3713791 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3714954.250000 Penalty: 3400.211426
	Iteration 9Q: 3 clusters Score -3714954 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3715976.000000 Penalty: 3400.211426
	Iteration 10Q: 3 clusters Score -3715976 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3716758.750000 Penalty: 3400.211426
	Iteration 11Q: 3 clusters Score -3716759 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -3717409.250000 Penalty: 3400.211426
	Iteration 12Q: 3 clusters Score -3717409 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -3717969.500000 Penalty: 3400.211426
	Iteration 13Q: 3 clusters Score -3717970 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3718418.250000 Penalty: 3400.211426
	Iteration 14Q: 3 clusters Score -3718418 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -3718785.000000 Penalty: 3400.211426
	Iteration 15Q: 3 clusters Score -3718785 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -3719082.250000 Penalty: 3400.211426
	Iteration 16Q: 3 clusters Score -3719082 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -3719308.750000 Penalty: 3400.211426
	Iteration 17Q: 3 clusters Score -3719309 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3719541.000000 Penalty: 3400.211426
	Iteration 18Q: 3 clusters Score -3719541 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -3719736.000000 Penalty: 3400.211426
	Iteration 19Q: 3 clusters Score -3719736 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -3719910.500000 Penalty: 3400.211426
	Iteration 20F: 3 clusters Score -3719910 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -3720009.250000 Penalty: 3400.211426
	Iteration 21Q: 3 clusters Score -3720009 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -3720095.500000 Penalty: 3400.211426
	Iteration 22Q: 3 clusters Score -3720096 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -3720148.250000 Penalty: 3400.211426
	Iteration 23Q: 3 clusters Score -3720148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -3720214.250000 Penalty: 3400.211426
	Iteration 24Q: 3 clusters Score -3720214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -3720247.500000 Penalty: 3400.211426
	Iteration 25Q: 3 clusters Score -3720248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -3720275.500000 Penalty: 3400.211426
	Iteration 26Q: 3 clusters Score -3720276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -3720291.750000 Penalty: 3400.211426
	Iteration 27Q: 3 clusters Score -3720292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -3720299.750000 Penalty: 3400.211426
	Iteration 28Q: 3 clusters Score -3720300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -3720305.000000 Penalty: 3400.211426
	Iteration 29Q: 3 clusters Score -3720305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -3720319.250000 Penalty: 3400.211426
	Iteration 30Q: 3 clusters Score -3720319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -3720325.250000 Penalty: 3400.211426
	Iteration 31Q: 3 clusters Score -3720325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -3720329.500000 Penalty: 3400.211426
	Iteration 32Q: 3 clusters Score -3720330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -3720329.750000 Penalty: 3400.211426
	Iteration 33Q: 3 clusters Score -3720330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -3720334.500000 Penalty: 3400.211426
	Iteration 34Q: 3 clusters Score -3720334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -3720338.000000 Penalty: 3400.211426
	Iteration 35Q: 3 clusters Score -3720338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -3720344.000000 Penalty: 3400.211426
	Iteration 36Q: 3 clusters Score -3720344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -3720346.500000 Penalty: 3400.211426
	Iteration 37Q: 3 clusters Score -3720346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -3720352.750000 Penalty: 3400.211426
	Iteration 38Q: 3 clusters Score -3720353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -3720351.750000 Penalty: 3400.211426
	Iteration 39Q: 3 clusters Score -3720352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -3720357.000000 Penalty: 3400.211426
	Iteration 40F: 3 clusters Score -3720357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -3720356.000000 Penalty: 3400.211426
	Iteration 41Q: 3 clusters Score -3720356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -3720359.750000 Penalty: 3400.211426
	Iteration 42Q: 3 clusters Score -3720360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -3720360.750000 Penalty: 3400.211426
	Iteration 43Q: 3 clusters Score -3720361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -3720363.750000 Penalty: 3400.211426
	Iteration 44Q: 3 clusters Score -3720364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -3720368.250000 Penalty: 3400.211426
	Iteration 45Q: 3 clusters Score -3720368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -3720370.750000 Penalty: 3400.211426
	Iteration 46Q: 3 clusters Score -3720371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -3720371.000000 Penalty: 3400.211426
	Iteration 47Q: 3 clusters Score -3720371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -3720369.750000 Penalty: 3400.211426
	Iteration 48Q: 3 clusters Score -3720370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -3720371.250000 Penalty: 3400.211426
	Iteration 49Q: 3 clusters Score -3720371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -3720371.500000 Penalty: 3400.211426
	Iteration 50Q: 3 clusters Score -3720372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -3720373.000000 Penalty: 3400.211426
	Iteration 51Q: 3 clusters Score -3720373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -3720376.250000 Penalty: 3400.211426
	Iteration 52Q: 3 clusters Score -3720376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -3720374.750000 Penalty: 3400.211426
	Iteration 53Q: 3 clusters Score -3720375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -3720375.500000 Penalty: 3400.211426
	Iteration 54Q: 3 clusters Score -3720376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -3720377.000000 Penalty: 3400.211426
	Iteration 55Q: 3 clusters Score -3720377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -3720377.000000 Penalty: 3400.211426
	Iteration 56F: 3 clusters Score -3720377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -43413.546875 Penalty: 1008.240662
	Iteration 0F: 2 clusters Score -43413.55 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 245 members 
Entering Unmasked Estep 
Score: -42407.718750 Penalty: 2016.481323
	Iteration 0F: 3 clusters Score -42407.72 nChanged 125
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: -42627.746094 Penalty: 2016.481323
	Iteration 1F: 3 clusters Score -42627.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42728.488281 Penalty: 2016.481323
	Iteration 2F: 3 clusters Score -42728.49 nChanged 19
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: -42774.261719 Penalty: 2016.481323
	Iteration 3Q: 3 clusters Score -42774.26 nChanged 19
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: -42803.421875 Penalty: 2016.481323
	Iteration 4Q: 3 clusters Score -42803.42 nChanged 9
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: -42815.394531 Penalty: 2016.481323
	Iteration 5Q: 3 clusters Score -42815.39 nChanged 6
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: -42824.593750 Penalty: 2016.481323
	Iteration 6Q: 3 clusters Score -42824.59 nChanged 9
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: -42859.363281 Penalty: 2016.481323
	Iteration 7Q: 3 clusters Score -42859.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42911.523438 Penalty: 2016.481323
	Iteration 8Q: 3 clusters Score -42911.52 nChanged 14
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: -42959.492188 Penalty: 2016.481323
	Iteration 9Q: 3 clusters Score -42959.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43011.316406 Penalty: 2016.481323
	Iteration 10Q: 3 clusters Score -43011.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43068.812500 Penalty: 2016.481323
	Iteration 11Q: 3 clusters Score -43068.81 nChanged 10
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: -43092.167969 Penalty: 2016.481323
	Iteration 12Q: 3 clusters Score -43092.17 nChanged 4
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: -43097.320312 Penalty: 2016.481323
	Iteration 13Q: 3 clusters Score -43097.32 nChanged 4
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: -43107.335938 Penalty: 2016.481323
	Iteration 14Q: 3 clusters Score -43107.34 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: -43111.546875 Penalty: 2016.481323
	Iteration 15Q: 3 clusters Score -43111.55 nChanged 2
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: -43115.089844 Penalty: 2016.481323
	Iteration 16Q: 3 clusters Score -43115.09 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: -43117.980469 Penalty: 2016.481323
	Iteration 17Q: 3 clusters Score -43117.98 nChanged 2
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: -43124.714844 Penalty: 2016.481323
	Iteration 18Q: 3 clusters Score -43124.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43125.195312 Penalty: 2016.481323
	Iteration 19Q: 3 clusters Score -43125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43130.894531 Penalty: 2016.481323
	Iteration 20F: 3 clusters Score -43130.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43147.355469 Penalty: 2016.481323
	Iteration 21Q: 3 clusters Score -43147.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43151.699219 Penalty: 2016.481323
	Iteration 22Q: 3 clusters Score -43151.7 nChanged 1
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: -43155.835938 Penalty: 2016.481323
	Iteration 23Q: 3 clusters Score -43155.84 nChanged 1
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: -43156.578125 Penalty: 2016.481323
	Iteration 24Q: 3 clusters Score -43156.58 nChanged 0
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: -43156.578125 Penalty: 2016.481323
	Iteration 25F: 3 clusters Score -43156.58 nChanged 0
--- Evaluating fit on full set of 1157882 points ---
Entering Unmasked Estep 
Score: -124954304.000000 Penalty: 49914.519531
25->23 Clusters: Score -124954304.000000, best is -125195632.000000

Main iterations: 0 (time per=infms)
Total iterations: 36493 (time per=206.055129ms)
Iterations metric 2: 863794561024.000000 (time per=8.705276ns)
Iterations metric 3: 20730467057664.000000 (time per=362.730362ps)

That took 7519.569824 seconds.
